Electoral Commission of South Africa

Vision: To be a pre-eminent leader in electoral democracy. Mission: The Electoral Commission is an independent constitutional body which manages free and fair elections of...

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Electoral Commission of South Africa

Vision: To be a pre-eminent leader in electoral democracy.

Mission: The Electoral Commission is an independent constitutional body which manages free and fair elections of legislative bodies and institutions through the participation of citizens, political parties and civil society in deepening electoral democracy.

Values: To enable the Electoral Commission to serve the needs of stakeholders, including the electorate, political parties, the media and permanent and temporary staff.

Versions

Installed Packages

Installation paths relative to:

/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages

Package	Version	Installed Path
affine	2.4.0
alembic	1.6.5
anyio	3.7.1
attrs	25.1.0
autocommand	2.2.2	setuptools/_vendor
Babel	2.7.0
backcall	0.2.0
backports.tarfile	1.2.0	setuptools/_vendor
beaker	1.11.0
beautifulsoup4	4.13.3
bleach	3.1.4
blinker	1.8.2
branca	0.8.1
cachetools	5.5.1
certifi	2025.1.31
cffi	1.17.1
cftime	1.6.4.post1
charset-normalizer	2.0.12
ckan	2.9.11
ckanapi	4.8
ckanext-geoview	0.0.18
ckanext-harvest	1.4.0
ckanext-pages	0.3.7
ckanext-saeoss	0.1.0
ckanext-scheming	3.0.0
ckanext-spatial	2.0.0
ckantoolkit	0.0.7
click	8.0.1
click-plugins	1.1.1
cligj	0.7.2
cloudpickle	3.1.1
contourpy	1.1.1
coverage	7.6.1
cryptography	39.0.0
cycler	0.12.1
dask	1.2.2
dask-image	2022.9.0
datacube	1.8.9
decorator	5.1.1
distributed	1.28.1
docopt	0.6.2
dominate	2.6.0
exceptiongroup	1.2.2
factory-boy	3.3.3
Faker	35.2.2
fanstatic	1.1
feedgen	0.9.0
fiona	1.10.1
Flask	2.0.1
Flask-Babel	1.0.0
Flask-DebugToolbar	0.11.0
Flask-Login	0.6.3
flask-multistatic	1.0
flask-wtf	1.2.1
folium	0.14.0
fonttools	4.56.0
FormEncode	2.1.1
funcsigs	1.0.2
GeoAlchemy2	0.5.0
geojson	3.2.0
geopandas	0.13.2
gevent	24.2.1
greenlet	3.2.3
gunicorn	20.1.0
h11	0.12.0
httpcore	0.14.7
httpx	0.22.0
idna	3.10
imageio	2.35.1
importlib-metadata	8.5.0
importlib-resources	6.4.5
inflect	7.3.1	setuptools/_vendor
iniconfig	2.0.0
ipython	7.34.0
itsdangerous	2.2.0
jaraco.collections	5.1.0	setuptools/_vendor
jaraco.context	5.3.0	setuptools/_vendor
jaraco.functools	4.0.1	setuptools/_vendor
jaraco.text	3.12.1	setuptools/_vendor
jedi	0.19.2
Jinja2	3.0.1
joblib	1.4.2
jsonschema	4.17.3
kiwisolver	1.4.7
langcodes	3.2.1
lark	1.2.2
lazy-loader	0.4
lxml	4.6.3
Mako	1.3.9
mapclassify	2.6.0
Markdown	3.3.4
MarkupSafe	2.1.5
matplotlib	3.7.5
matplotlib-inline	0.1.7
mock	4.0.3
more-itertools	10.3.0	setuptools/_vendor
msgpack	1.1.0
mypy	0.931
mypy-extensions	1.0.0
netCDF4	1.7.2
networkx	3.1
nose	1.3.7
numexpr	2.8.6
numpy	1.22.1
odc-algo	0.2.3
odc-geo	0.4.9
odc-stac	0.3.11
owslib	0.18.0
packaging	24.2
pandas	1.5.3
parso	0.8.4
passlib	1.7.4
Paste	3.10.1
PasteDeploy	3.1.0
PasteScript	3.7.0
pexpect	4.9.0
pickleshare	0.7.5
pika	1.3.2
pillow	10.4.0
pims	0.7
pip	23.1
platformdirs	4.2.2	setuptools/_vendor
pluggy	1.5.0
polib	1.1.1
prompt-toolkit	3.0.50
psutil	6.1.1
psycopg2	2.9.1
ptyprocess	0.7.0
py	1.11.0
pycparser	2.22
pygments	2.19.1
PyJWT	2.1.0
Pylons	1.0.3
pyOpenSSL	23.0.0
pyparsing	2.4.7
pyproj	3.2.1
pyrsistent	0.20.0
pysolr	3.6.0
pystac	1.7.0
pystac-client	0.6.1
pytest	6.2.5
pytest-ckan	0.0.11
pytest-cov	3.0.0
pytest-raises	0.11
python-dateutil	2.8.1
python-editor	1.0.4
python-magic	0.4.24
python-slugify	6.1.2
pytz	2021.1
PyUtilib	6.0.0
PyWavelets	1.4.1
PyYAML	5.4.1
rasterio	1.3.11
redis	3.5.3
repoze.lru	0.7
repoze.who	2.3
requests	2.27.1
rfc3986	1.5.0
routes	1.13
rq	1.9.0
scikit-image	0.21.0
scikit-learn	1.3.2
scipy	1.9.3
sentry-sdk	2.26.1
setuptools	75.3.0
Shapely	1.8.5.post1
shutilwhich	1.1.0
simplejson	3.17.2
six	1.17.0
slicerator	1.1.0
sniffio	1.3.1
snuggs	1.4.7
sortedcontainers	2.4.0
soupsieve	2.6
sqlalchemy	1.3.5
sqlparse	0.4.1
stac-validator	3.3.2
tblib	3.0.0
Tempita	0.6.0
text-unidecode	1.3
threadpoolctl	3.5.0
tifffile	2023.7.10
toml	0.10.2
tomli	2.2.1
toolz	1.0.0
tornado	6.4.2
traitlets	5.14.3
typeguard	4.3.0	setuptools/_vendor
types-python-dateutil	2.9.0.20241206
types-python-slugify	5.0.4
types-PyYAML	6.0.12.20241230
types-setuptools	57.4.18
typing-extensions	4.12.2
tzlocal	2.1
unicodecsv	0.14.1
urllib3	1.26.20
waitress	3.0.0
watchdog	2.1.5
wcwidth	0.2.13
webassets	2.0
webencodings	0.5.1
weberror	0.13.1
webhelpers	1.3
WebOb	1.8.9
WebTest	3.0.1
Werkzeug	2.0.1
wheel	0.40.0
wtforms	3.1.2
xarray	2023.1.0
xmltodict	0.13.0
zict	3.0.0
zipp	3.20.2
zope.event	5.0
zope.interface	5.4.0

Resource Usage

Resource	Value
User CPU time	3218.293 msec
System CPU time	459.039 msec
Total CPU time	3677.332 msec
Elapsed time	6402.417 msec
Context switches	210 voluntary, 2128 involuntary

HTTP Headers

Key	Value
HTTP_ACCEPT	/
HTTP_ACCEPT_ENCODING	gzip, br, zstd, deflate
HTTP_CONNECTION	upgrade
HTTP_HOST	saeoss.sansa.org.za
HTTP_USER_AGENT	Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)
QUERY_STRING
REMOTE_ADDR	172.18.0.1
REQUEST_METHOD	GET
SCRIPT_NAME
SERVER_NAME	0.0.0.0
SERVER_PORT	5000
SERVER_PROTOCOL	HTTP/1.1
SERVER_SOFTWARE	gunicorn/20.1.0

Request Vars

View information

View Function	args	kwargs
ckan.views.group.about	[]	id=https-www-elections-org-za-pw, group_type=organization, is_organization=True

COOKIES Variables

Variable	Value

SESSION Variables

Variable	Value
'_domain'	None
'_path'	'/'
'_accessed_time'	1789476844.755201
'_creation_time'	1789476844.755201

GET Variables

Variable	Value

POST Variables

Variable	Value

Config

Key	Value
__file__	`'/home/appuser/ckan.ini'`
api_token.jwt.algorithm	`'HS256'`
api_token.jwt.decode.secret	`'string:EgUwHNsBy5AEtrPuS76wG2J3d'`
api_token.jwt.encode.secret	`'string:EgUwHNsBy5AEtrPuS76wG2J3d'`
api_token.nbytes	`'60'`
app_instance_uuid	`'a5f335ff-8198-4975-9f08-c2f06fbbbd2f'`
APPLICATION_ROOT	`'/'`
BABEL_DEFAULT_LOCALE	`'en'`
BABEL_DEFAULT_TIMEZONE	`'Etc/UTC'`
BABEL_DOMAIN	`'ckan'`
BABEL_MULTIPLE_DOMAINS	`'ckan;ckanext-pages;ckanext-harvest'`
BABEL_TRANSLATION_DIRECTORIES	`'/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckan/i18n;/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/pages/plugin/i18n;/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/harvest/i18n'`
beaker.session.key	`'ckan'`
beaker.session.secret	`'EgUwHNsBy5AEtrPuS76wG2J3d'`
beaker.session.validate_key	`'ckan'`
cache_dir	`'/tmp/saeoss_portal/'`
ckan.activity_list_limit	`'31'`
ckan.activity_streams_email_notifications	`'true'`
ckan.activity_streams_enabled	`'true'`
ckan.auth.allow_dataset_collaborators	`'false'`
ckan.auth.anon_create_dataset	`'false'`
ckan.auth.create_dataset_if_not_in_organization	`'false'`
ckan.auth.create_default_api_keys	`'false'`
ckan.auth.create_unowned_dataset	`'false'`
ckan.auth.create_user_via_api	`'false'`
ckan.auth.create_user_via_web	`'true'`
ckan.auth.public_activity_stream_detail	`'true'`
ckan.auth.public_user_details	`'true'`
ckan.auth.roles_that_cascade_to_sub_groups	`'admin'`
ckan.auth.user_create_groups	`'false'`
ckan.auth.user_create_organizations	`'false'`
ckan.auth.user_delete_groups	`'true'`
ckan.auth.user_delete_organizations	`'true'`
ckan.base_public_folder	`'public'`
ckan.base_templates_folder	`'templates'`
ckan.datastore.default_fts_index_method	`'gist'`
ckan.datastore.default_fts_lang	`'english'`
ckan.datastore.read_url	`'postgresql://datastore-default:datastore-default@datastore-db/datastore-dev'`
ckan.datastore.write_url	`'postgresql://datastore-dev:datastore-dev@datastore-db/datastore-dev'`
ckan.display_timezone	`'server'`
ckan.email_notifications_since	`'2 days'`
ckan.favicon	`'/images/favicon.ico'`
ckan.feeds.author_link	`''`
ckan.feeds.author_name	`''`
ckan.feeds.authority_name	`''`
ckan.feeds.date	`''`
ckan.gravatar_default	`'identicon'`
ckan.harvest.default_dataset_name_append	`'number-sequence'`
ckan.harvest.log_level	`'debug'`
ckan.harvest.log_scope	`'0'`
ckan.harvest.log_timeframe	`'10'`
ckan.harvest.mq.hostname	`'redis'`
ckan.harvest.mq.port	`'6379'`
ckan.harvest.mq.redis_db	`'0'`
ckan.harvest.mq.type	`'redis'`
ckan.harvest.status_mail.errored	`'True'`
ckan.harvest.timeout	`'1440'`
ckan.hide_activity_from_users	`'saeoss_portal'`
ckan.homepage_style	`''`
ckan.host	`'saeoss.sansa.org.za'`
ckan.jobs.timeout	`'180'`
ckan.legacy_route_mappings	`'{"harvest_read": "harvest.read", "harvest_edit": "harvest.edit", "harvest_delete": "harvester.delete", "harvest_refresh": "harvester.refresh", "harvest_admin": "harvester.admin", "harvest_about": "harvester.about", "harvest_clear": "harvester.clear", "harvest_job_list": "harvester.job_list", "harvest_job_show_last": "harvester.job_show_last", "harvest_job_show": "harvester.job_show", "harvest_job_abort": "harvester.job_abort", "harvest_object_show": "harvester.object_show"}'`
ckan.locale_default	`'en'`
ckan.locale_order	`'en pt_BR ja it cs_CZ ca es fr el sv sr sr@latin no sk fi ru de pl nl bg ko_KR hu sa sl lv'`
ckan.locales_filtered_out	`'en_GB'`
ckan.locales_offered	`''`
ckan.main_css	`'/base/css/main.css'`
ckan.plugins	`'text_view\nimage_view\nrecline_view\nharvest\nckan_harvester\ncsw_harvester\nspatial_harvest_metadata_api\nspatial_metadata\nspatial_query\nresource_proxy\ngeo_view\ngeojson_view\nwmts_view\nshp_view\nscheming_datasets\npages\nsaeoss\nsaeoss_harvesting'`
ckan.preview.direct	`'png jpg gif'`
ckan.preview.loadable	`'html htm rdf+xml owl+xml xml n3 n-triples turtle plain atom csv tsv rss txt json'`
ckan.redis.url	`'redis://redis:6379/0'`
ckan.saeoss.default_spatial_search_extent	`'\n{\n"type": "Polygon",\n"coordinates": [\n[\n[16.4699, -34.8212],\n[32.8931, -34.8212],\n[32.8931, -22.1265],\n[16.4699, -22.1265],\n[16.4699, -34.8212]\n]\n]\n}'`
ckan.saeoss.portal_staff_organization_title	`'SAEOSS staff'`
ckan.saeoss.sasdi_themes	`'\nAdministrative boundaries 1\nAdministrative boundaries 2\nAerial Imagery\nSatellite Imagery\nCadastre\nConservation\nGeodesy\nHydrology\nWetlands\nLand Cover\nLand Use\nSocial Statistics\nTransport\nAddresses\nBuildings and settlements\nElevations and depths\nGeographic Names\nGeology and soils\nInfrastructure'`
ckan.search.facets	`'true'`
ckan.search.indexing.batch_size	`'100'`
ckan.search.solr_allowed_query_parsers	`'... frange \| field'`
ckan.site_about	`''`
ckan.site_author	`'author_name'`
ckan.site_custom_css	`''`
ckan.site_description	`'SAEOSS Portal Description'`
ckan.site_id	`'saeoss_portal'`
ckan.site_intro_text	`''`
ckan.site_keywords	`'SAEOSS'`
ckan.site_logo	`'/images/Logo.jpg'`
ckan.site_title	`'SAEOSS'`
ckan.site_url	`'https://saeoss.sansa.org.za'`
ckan.solr.commit_after_write	`'false'`
ckan.storage_path	`'/home/appuser/data'`
ckan.theme	`''`
ckan.tracking_enabled	`'true'`
ckan.uwsgi_processes	`'2'`
ckan.views.default_views	`'image_view text_view recline_view'`
ckan.webassets.path	`'/home/appuser/data/webassets'`
ckanext.pages.about_menu	`'False'`
ckanext.pages.editor	`'ckeditor'`
ckanext.pages.group_menu	`'False'`
ckanext.spatial.harvest.continue_on_validation_errors	`'True'`
ckanext.spatial.search_backend	`'solr-bbox'`
clear_logo_upload	`''`
computed_template_paths	['/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/textview/theme/templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/imageview/theme/templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/reclineview/theme/templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/harvest/plugin/../templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/spatial/plugin/../templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/geoview/plugin/../templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/scheming/templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/pages/plugin/../theme/templates_main', '/home/appuser/app/ckanext/saeoss/plugins/../templates', '/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckan/templates']
DEBUG	`True`
debug	`'true'`
DEBUG_TB_ENABLED	`True`
DEBUG_TB_HOSTS	`()`
DEBUG_TB_INTERCEPT_REDIRECTS	`False`
DEBUG_TB_PANELS	('flask_debugtoolbar.panels.versions.VersionDebugPanel', 'flask_debugtoolbar.panels.timer.TimerDebugPanel', 'flask_debugtoolbar.panels.headers.HeaderDebugPanel', 'flask_debugtoolbar.panels.request_vars.RequestVarsDebugPanel', 'flask_debugtoolbar.panels.config_vars.ConfigVarsDebugPanel', 'flask_debugtoolbar.panels.template.TemplateDebugPanel', 'flask_debugtoolbar.panels.sqlalchemy.SQLAlchemyDebugPanel', 'flask_debugtoolbar.panels.logger.LoggingPanel', 'flask_debugtoolbar.panels.route_list.RouteListDebugPanel', 'flask_debugtoolbar.panels.profiler.ProfilerDebugPanel')
ENV	`'production'`
expire_api_token.default_lifetime	`'3600'`
EXPLAIN_TEMPLATE_LOADING	`False`
extra_public_paths	'/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/textview/theme/public,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/reclineview/theme/public,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/harvest/plugin/../public,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/spatial/plugin/../public,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/geoview/plugin/../public,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/pages/plugin/../assets/,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/pages/plugin/../assets/vendor/ckeditor/,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/pages/plugin/../assets/vendor/ckeditor/skins/moono-lisa,/home/appuser/app/ckanext/saeoss/plugins/../public'
extra_template_paths	'/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/textview/theme/templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/imageview/theme/templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/reclineview/theme/templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/harvest/plugin/../templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/spatial/plugin/../templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/geoview/plugin/../templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/scheming/templates,/home/appuser/.cache/pypoetry/virtualenvs/ckanext-saeoss-f8CPI8sp-py3.9/lib/python3.9/site-packages/ckanext/pages/plugin/../theme/templates_main,/home/appuser/app/ckanext/saeoss/plugins/../templates'
global_conf	`{'__file__': '/home/appuser/ckan.ini', 'here': '/home/appuser', 'debug': 'true'}`
here	`'/home/appuser'`
JSON_AS_ASCII	`True`
JSON_SORT_KEYS	`True`
JSONIFY_MIMETYPE	`'application/json'`
JSONIFY_PRETTYPRINT_REGULAR	`False`
logo_upload	`''`
MAX_CONTENT_LENGTH	`None`
MAX_COOKIE_SIZE	`4093`
PERMANENT_SESSION_LIFETIME	`datetime.timedelta(days=31)`
PREFERRED_URL_SCHEME	`'http'`
PRESERVE_CONTEXT_ON_EXCEPTION	`None`
PROPAGATE_EXCEPTIONS	`None`
pylons.h	{'redirect_to': <function redirect_to at 0x7f836a770d30>, 'url': <function url at 0x7f836a770e50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7f836a770dc0>, 'url_for': <function url_for at 0x7f836a772040>, 'url_for_static': <function url_for_static at 0x7f836a7721f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7f836a772280>, 'is_url': <function is_url at 0x7f836a772310>, 'url_is_local': <function url_is_local at 0x7f836a772430>, 'full_current_url': <function full_current_url at 0x7f836a7724c0>, 'current_url': <function current_url at 0x7f836a772550>, 'lang': <function lang at 0x7f836a7725e0>, 'ckan_version': <function ckan_version at 0x7f836a772670>, 'lang_native_name': <function lang_native_name at 0x7f836a772700>, 'is_rtl_language': <function is_rtl_language at 0x7f836a772790>, 'get_rtl_theme': <function get_rtl_theme at 0x7f836a772820>, 'get_rtl_css': <function get_rtl_css at 0x7f836a7728b0>, 'flash_notice': <function flash_notice at 0x7f836a772940>, 'flash_error': <function flash_error at 0x7f836a772dc0>, 'flash_success': <function flash_success at 0x7f836a772e50>, 'are_there_flash_messages': <function are_there_flash_messages at 0x7f836a772ee0>, 'link_to': <function link_to at 0x7f836a7733a0>, 'file': <function file at 0x7f836a773430>, 'submit': <function submit at 0x7f836a7734c0>, 'nav_link': <function nav_link at 0x7f836a773550>, 'nav_named_link': <function nav_named_link at 0x7f836a773820>, 'subnav_link': <function subnav_link at 0x7f836a773940>, 'subnav_named_route': <function subnav_named_route at 0x7f836a773a60>, 'build_nav_main': <function build_pages_nav_main at 0x7f834dc48f70>, 'build_nav_icon': <function build_nav_icon at 0x7f836a773af0>, 'build_nav': <function build_nav at 0x7f836a773b80>, 'build_extra_admin_nav': <function build_extra_admin_nav at 0x7f836a773ca0>, 'default_group_type': <function default_group_type at 0x7f836a773dc0>, 'get_facet_items_dict': <function get_facet_items_dict at 0x7f836a773e50>, 'has_more_facets': <function has_more_facets at 0x7f836a773ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7f836a773f70>, 'get_facet_title': <function get_facet_title at 0x7f836a6f5160>, 'get_param_int': <function get_param_int at 0x7f836a6f5040>, 'sorted_extras': <function sorted_extras at 0x7f836a6f5280>, 'check_access': <function check_access at 0x7f836a6f5310>, 'get_action': <function get_action at 0x7f836a6f54c0>, 'linked_user': <function linked_user at 0x7f836a6f53a0>, 'group_name_to_title': <function group_name_to_title at 0x7f836a6f5550>, 'truncate': <function truncate at 0x7f836a6f55e0>, 'markdown_extract': <function markdown_extract at 0x7f836a6f5670>, 'icon_url': <function icon_url at 0x7f836a6f5700>, 'icon_html': <function icon_html at 0x7f836a6f5790>, 'icon': <function icon at 0x7f836a6f5820>, 'resource_icon': <function resource_icon at 0x7f836a6f58b0>, 'format_icon': <function format_icon at 0x7f836a6f5940>, 'dict_list_reduce': <function dict_list_reduce at 0x7f836a6f59d0>, 'gravatar': <function gravatar at 0x7f836a6f5a60>, 'sanitize_url': <function sanitize_url at 0x7f836a6f5af0>, 'user_image': <function user_image at 0x7f836a6f5b80>, 'pager_url': <function pager_url at 0x7f836a6f5c10>, 'get_page_number': <function get_page_number at 0x7f836a6f5ca0>, 'get_display_timezone': <function get_display_timezone at 0x7f836a6f5d30>, 'render_datetime': <function render_datetime at 0x7f836a6f5dc0>, 'date_str_to_datetime': <function date_str_to_datetime at 0x7f836a6f5e50>, 'parse_rfc_2822_date': <function parse_rfc_2822_date at 0x7f836a6f5ee0>, 'time_ago_from_timestamp': <function time_ago_from_timestamp at 0x7f836a6f5f70>, 'button_attr': <function button_attr at 0x7f836a6f6280>, 'dataset_display_name': <function dataset_display_name at 0x7f836a6f6310>, 'dataset_link': <function dataset_link at 0x7f836a6f63a0>, 'resource_display_name': <function resource_display_name at 0x7f836a6f6430>, 'resource_link': <function resource_link at 0x7f836a6f64c0>, 'tag_link': <function tag_link at 0x7f836a6f6550>, 'group_link': <function group_link at 0x7f836a6f65e0>, 'organization_link': <function organization_link at 0x7f836a6f6670>, 'dump_json': <function dump_json at 0x7f836a6f6700>, 'auto_log_message': <function auto_log_message at 0x7f836a6f6790>, 'activity_div': <function activity_div at 0x7f836a6f6820>, 'snippet': <function snippet at 0x7f836a6f68b0>, 'convert_to_dict': <function convert_to_dict at 0x7f836a6f6940>, 'follow_button': <function follow_button at 0x7f836a6f69d0>, 'follow_count': <function follow_count at 0x7f836a6f6a60>, 'add_url_param': <function add_url_param at 0x7f836a6f6b80>, 'remove_url_param': <function remove_url_param at 0x7f836a6f6c10>, 'include_resource': <function include_resource at 0x7f836a6f6ca0>, 'urls_for_resource': <function urls_for_resource at 0x7f836a6f6d30>, 'debug_inspect': <function debug_inspect at 0x7f836a6f6dc0>, 'popular': <function popular at 0x7f836a6f6e50>, 'groups_available': <function groups_available at 0x7f836a6f6ee0>, 'organizations_available': <function organizations_available at 0x7f836a6f6f70>, 'roles_translated': <function roles_translated at 0x7f836a6f7040>, 'user_in_org_or_group': <function user_in_org_or_group at 0x7f836a6f70d0>, 'dashboard_activity_stream': <function dashboard_activity_stream at 0x7f836a6f7160>, 'recently_changed_packages_activity_stream': <function recently_changed_packages_activity_stream at 0x7f836a6f71f0>, 'escape_js': <function escape_js at 0x7f836a6f7280>, 'get_pkg_dict_extra': <function get_pkg_dict_extra at 0x7f836a6f7310>, 'get_request_param': <function get_request_param at 0x7f836a6f73a0>, 'html_auto_link': <function html_auto_link at 0x7f836a6f7430>, 'render_markdown': <function render_markdown at 0x7f836a6f74c0>, 'format_resource_items': <function format_resource_items at 0x7f836a6f7550>, 'resource_preview': <function resource_preview at 0x7f836a6f75e0>, 'get_allowed_view_types': <function get_allowed_view_types at 0x7f836a6f7670>, 'rendered_resource_view': <function rendered_resource_view at 0x7f836a6f7700>, 'view_resource_url': <bound method ResourceProxy.view_resource_url of <Plugin ResourceProxy 'resource_proxy'>>, 'resource_view_is_filterable': <function resource_view_is_filterable at 0x7f836a6f7820>, 'resource_view_get_fields': <function resource_view_get_fields at 0x7f836a6f78b0>, 'resource_view_is_iframed': <function resource_view_is_iframed at 0x7f836a6f7940>, 'resource_view_icon': <function resource_view_icon at 0x7f836a6f79d0>, 'resource_view_display_preview': <function resource_view_display_preview at 0x7f836a6f7a60>, 'resource_view_full_page': <function resource_view_full_page at 0x7f836a6f7af0>, 'remove_linebreaks': <function remove_linebreaks at 0x7f836a6f7b80>, 'list_dict_filter': <function list_dict_filter at 0x7f836a6f7c10>, 'SI_number_span': <function SI_number_span at 0x7f836a6f7ca0>, 'new_activities': <function new_activities at 0x7f836a6f7d30>, 'uploads_enabled': <function uploads_enabled at 0x7f836a6f7dc0>, 'get_featured_organizations': <function get_featured_organizations at 0x7f836a6f7e50>, 'get_featured_groups': <function get_featured_groups at 0x7f836a6f7ee0>, 'featured_group_org': <function featured_group_org at 0x7f836a6f7f70>, 'get_site_statistics': <function get_site_statistics at 0x7f836a6f8040>, 'resource_formats': <function resource_formats at 0x7f836a6f80d0>, 'unified_resource_format': <function unified_resource_format at 0x7f836a6f8160>, 'check_config_permission': <function check_config_permission at 0x7f836a6f81f0>, 'get_organization': <function get_organization at 0x7f836a6f8280>, 'license_options': <function license_options at 0x7f836a6f8310>, 'get_translated': <function get_translated at 0x7f836a6f83a0>, 'facets': <function facets at 0x7f836a6f8430>, 'mail_to': <function mail_to at 0x7f836a6f84c0>, 'radio': <function radio at 0x7f836a6f8550>, 'clean_html': <function clean_html at 0x7f836a6f85e0>, 'flash': <ckan.lib.helpers._Flash object at 0x7f836a763610>, 'localised_number': <function localised_number at 0x7f836b9a6310>, 'localised_SI_number': <function localised_SI_number at 0x7f836b9a6430>, 'localised_nice_date': <function localised_nice_date at 0x7f836b9a61f0>, 'localised_filesize': <function localised_filesize at 0x7f836b9a63a0>, 'get_available_locales': <function get_available_locales at 0x7f836caf9ca0>, 'get_locales_dict': <function get_locales_dict at 0x7f836caf9c10>, 'literal': <class 'ckan.lib.helpers.literal'>, 'asbool': <function asbool at 0x7f836cbfeee0>, 'urlencode': <function urlencode at 0x7f836e7c1ca0>, 'include_asset': <function include_asset at 0x7f836a770820>, 'render_assets': <function render_assets at 0x7f836a770940>, 'sanitize_id': <function sanitize_id at 0x7f836a6f8700>, 'compare_pkg_dicts': <function compare_pkg_dicts at 0x7f836a6f8790>, 'activity_list_select': <function activity_list_select at 0x7f836a6f8820>, 'get_collaborators': <function get_collaborators at 0x7f836a6f88b0>, 'can_update_owner_org': <function can_update_owner_org at 0x7f836a6f8940>, 'check_ckan_version': <function check_ckan_version at 0x7f836a6f89d0>, 'csrf_input': <function csrf_input at 0x7f836a6f8a60>, 'saeoss_default_spatial_search_extent': functools.partial(<function get_default_spatial_search_extent at 0x7f834d56cdc0>, 0.001), 'default_bounding_box': <function get_default_bounding_box at 0x7f834d56ce50>, 'convert_geojson_to_bounding_box': <function convert_geojson_to_bbox at 0x7f834d56cee0>, 'extent_to_bbox': <function convert_string_extent_to_bbox at 0x7f834d56cf70>, 'saeoss_themes': <function get_saeoss_themes at 0x7f834d5b74c0>, 'iso_topic_categories': <function get_iso_topic_categories at 0x7f834d56cca0>, 'get_iso_topic_display': <function get_iso_topic_display at 0x7f834d56cd30>, 'saeoss_show_version': <function helper_show_version at 0x7f834d54e040>, 'user_is_org_member': <function user_is_org_member at 0x7f834d54e0d0>, 'org_member_list': <function org_member_list at 0x7f834d54e160>, 'user_is_staff_member': <function user_is_staff_member at 0x7f834d54e1f0>, 'get_featured_datasets': <function get_featured_datasets at 0x7f834d54e310>, 'get_recently_modified_datasets': <function get_recently_modified_datasets at 0x7f834d54e430>, 'get_all_datasets_count': <function get_all_datasets_count at 0x7f834d54e4c0>, 'saeoss_org_memberships': <function get_org_memberships at 0x7f834d54e790>, 'mod_scheming_flatten_subfield': <function mod_scheming_flatten_subfield at 0x7f834d54e820>, 'get_today_date': <function get_today_date at 0x7f834d54e940>, 'get_maintenance_custom_other_field_data': <function get_maintenance_custom_other_field_data at 0x7f834d54e8b0>, 'get_release': <function get_current_release at 0x7f834d54e9d0>, 'get_saved_searches': <function get_saved_searches at 0x7f834d54eaf0>, 'get_recent_news': <function get_recent_news at 0x7f834d54ed30>, 'get_featured_datasets_count': <function get_featured_datasets_count at 0x7f834d54e3a0>, 'get_user_name': <function get_user_name at 0x7f834d54eb80>, 'get_user_name_from_url': <function get_user_name_from_url at 0x7f834d54eca0>, 'get_user_id': <function get_user_id at 0x7f834d54ec10>, 'get_seo_metatags': <function get_seo_metatags at 0x7f834d54edc0>, 'get_datasets_thumbnail': <function get_datasets_thumbnail at 0x7f834d54e670>, 'get_year': <function get_year at 0x7f834d54ee50>, 'get_user_dashboard_packages': <function get_user_dashboard_packages at 0x7f834d54eee0>, 'get_org_public_records_count': <function get_org_public_records_count at 0x7f834d54e5e0>, 'group_package_count': <function group_package_count at 0x7f834d54e550>, 'render_content': <function render_content at 0x7f834dc665e0>, 'get_wysiwyg_editor': <function get_wysiwyg_editor at 0x7f834dc72b80>, 'get_recent_blog_posts': <function get_recent_blog_posts at 0x7f834dc72c10>, 'pages_get_plus_icon': <function get_plus_icon at 0x7f834dc72ca0>, 'scheming_language_text': <function scheming_language_text at 0x7f834dd2cd30>, 'scheming_field_choices': <function scheming_field_choices at 0x7f834dd2cdc0>, 'scheming_choices_label': <function scheming_choices_label at 0x7f834dd2ce50>, 'scheming_datastore_choices': <function scheming_datastore_choices at 0x7f834dd2cee0>, 'scheming_field_required': <function scheming_field_required at 0x7f834dd2cb80>, 'scheming_dataset_schemas': <function scheming_dataset_schemas at 0x7f834dd2cf70>, 'scheming_get_presets': <function scheming_get_presets at 0x7f834dd2cc10>, 'scheming_get_preset': <function scheming_get_preset at 0x7f834dca3040>, 'scheming_get_dataset_schema': <function scheming_get_dataset_schema at 0x7f834dca30d0>, 'scheming_get_dataset_form_pages': <function scheming_get_dataset_form_pages at 0x7f834dca3160>, 'scheming_group_schemas': <function scheming_group_schemas at 0x7f834dca31f0>, 'scheming_get_group_schema': <function scheming_get_group_schema at 0x7f834dca3280>, 'scheming_organization_schemas': <function scheming_organization_schemas at 0x7f834dca3310>, 'scheming_get_organization_schema': <function scheming_get_organization_schema at 0x7f834dca33a0>, 'scheming_get_schema': <function scheming_get_schema at 0x7f834dca3430>, 'scheming_field_by_name': <function scheming_field_by_name at 0x7f834dca34c0>, 'scheming_datetime_to_utc': <function scheming_datetime_to_utc at 0x7f834dca35e0>, 'scheming_datetime_to_tz': <function scheming_datetime_to_tz at 0x7f834dca3670>, 'scheming_get_timezones': <function scheming_get_timezones at 0x7f834dca3700>, 'scheming_display_json_value': <function scheming_display_json_value at 0x7f834dca3790>, 'scheming_render_from_string': <function scheming_render_from_string at 0x7f834dca3820>, 'scheming_flatten_subfield': <function scheming_flatten_subfield at 0x7f834dca38b0>, 'get_common_map_config_shp': <function get_common_map_config at 0x7f834dd09670>, 'get_shapefile_viewer_config': <function get_shapefile_viewer_config at 0x7f834dd09700>, 'get_common_map_config_wmts': <function get_common_map_config at 0x7f834dd09670>, 'get_common_map_config_geojson': <function get_common_map_config at 0x7f834dd09670>, 'geojson_get_max_file_size': <function get_max_file_size at 0x7f834dd09790>, 'get_common_map_config_geoviews': <function get_common_map_config at 0x7f834dd09670>, 'get_openlayers_viewer_config': <function get_openlayers_viewer_config at 0x7f834dd09820>, 'get_reference_date': <function get_reference_date at 0x7f8343d07af0>, 'get_responsible_party': <function get_responsible_party at 0x7f8343d07b80>, 'get_common_map_config': <function get_common_map_config at 0x7f8343d07c10>, 'package_list_for_source': <function package_list_for_source at 0x7f8343d07e50>, 'package_count_for_source': <function package_count_for_source at 0x7f8343d07ee0>, 'harvesters_info': <function harvesters_info at 0x7f8343d07f70>, 'harvester_types': <function harvester_types at 0x7f8343d0f040>, 'harvest_frequencies': <function harvest_frequencies at 0x7f8343d0f0d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7f8343d0f160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7f8343d0f1f0>, 'bootstrap_version': <function bootstrap_version at 0x7f8343d0f280>, 'get_harvest_source': <function get_harvest_source at 0x7f8343d07dc0>, 'get_map_config': <function get_mapview_config at 0x7f836856f550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7f836856f5e0>}
scheming.dataset_schemas	`'ckanext.saeoss:scheming/dataset_schema.yaml'`
scheming.presets	`'ckanext.saeoss:scheming/presets.yaml ckanext.scheming:presets.json'`
SECRET_KEY	`'EgUwHNsBy5AEtrPuS76wG2J3d'`
SEND_FILE_MAX_AGE_DEFAULT	`None`
SERVER_NAME	`None`
SESSION_COOKIE_DOMAIN	`None`
SESSION_COOKIE_HTTPONLY	`True`
SESSION_COOKIE_NAME	`'session'`
SESSION_COOKIE_PATH	`None`
SESSION_COOKIE_SAMESITE	`None`
SESSION_COOKIE_SECURE	`False`
SESSION_REFRESH_EACH_REQUEST	`True`
smtp.mail_from	`'alamba@sansa.org.za'`
smtp.reply_to	`'alamba@sansa.org.za'`
smtp.server	`'relay3.sansa.org.za:25'`
smtp.starttls	`'False'`
solr_url	`'http://solr:8983/solr/ckan'`
sqlalchemy.pool_pre_ping	`True`
sqlalchemy.url	`'postgresql://ckan-dev:ckan-dev@ckan-db/ckan-dev'`
TEMPLATES_AUTO_RELOAD	`None`
TESTING	`False`
TRAP_BAD_REQUEST_ERRORS	`None`
TRAP_HTTP_EXCEPTIONS	`False`
use	`'egg:ckan'`
USE_X_SENDFILE	`False`
who.config_file	`'/home/appuser/who.ini'`
who.log_file	`'/tmp/saeoss_portal//who_log.ini'`
who.log_level	`'warning'`

Templates

snippets/facet_list.html

Variable	Value
c	<flask.g of 'ckan.config.middleware.flask_app'>
g	<flask.g of 'ckan.config.middleware.flask_app'>
h	{'redirect_to': <function redirect_to at 0x7f836a770d30>, 'url': <function url at 0x7f836a770e50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7f836a770dc0>, 'url_for': <function url_for at 0x7f836a772040>, 'url_for_static': <function url_for_static at 0x7f836a7721f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7f836a772280>, 'is_url': <function is_url at 0x7f836a772310>, 'url_is_local': <function url_is_local at 0x7f836a772430>, 'full_current_url': <function full_current_url at 0x7f836a7724c0>, 'current_url': <function current_url at 0x7f836a772550>, 'lang': <function lang at 0x7f836a7725e0>, 'ckan_version': <function ckan_version at 0x7f836a772670>, 'lang_native_name': <function lang_native_name at 0x7f836a772700>, 'is_rtl_language': <function is_rtl_language at 0x7f836a772790>, 'get_rtl_theme': <function get_rtl_theme at 0x7f836a772820>, 'get_rtl_css': <function get_rtl_css at 0x7f836a7728b0>, 'flash_notice': <function flash_notice at 0x7f836a772940>, 'flash_error': <function flash_error at 0x7f836a772dc0>, 'flash_success': <function flash_success at 0x7f836a772e50>, 'are_there_flash_messages': <function are_there_flash_messages at 0x7f836a772ee0>, 'link_to': <function link_to at 0x7f836a7733a0>, 'file': <function file at 0x7f836a773430>, 'submit': <function submit at 0x7f836a7734c0>, 'nav_link': <function nav_link at 0x7f836a773550>, 'nav_named_link': <function nav_named_link at 0x7f836a773820>, 'subnav_link': <function subnav_link at 0x7f836a773940>, 'subnav_named_route': <function subnav_named_route at 0x7f836a773a60>, 'build_nav_main': <function build_pages_nav_main at 0x7f834dc48f70>, 'build_nav_icon': <function build_nav_icon at 0x7f836a773af0>, 'build_nav': <function build_nav at 0x7f836a773b80>, 'build_extra_admin_nav': <function build_extra_admin_nav at 0x7f836a773ca0>, 'default_group_type': <function default_group_type at 0x7f836a773dc0>, 'get_facet_items_dict': <function get_facet_items_dict at 0x7f836a773e50>, 'has_more_facets': <function has_more_facets at 0x7f836a773ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7f836a773f70>, 'get_facet_title': <function get_facet_title at 0x7f836a6f5160>, 'get_param_int': <function get_param_int at 0x7f836a6f5040>, 'sorted_extras': <function sorted_extras at 0x7f836a6f5280>, 'check_access': <function check_access at 0x7f836a6f5310>, 'get_action': <function get_action at 0x7f836a6f54c0>, 'linked_user': <function linked_user at 0x7f836a6f53a0>, 'group_name_to_title': <function group_name_to_title at 0x7f836a6f5550>, 'truncate': <function truncate at 0x7f836a6f55e0>, 'markdown_extract': <function markdown_extract at 0x7f836a6f5670>, 'icon_url': <function icon_url at 0x7f836a6f5700>, 'icon_html': <function icon_html at 0x7f836a6f5790>, 'icon': <function icon at 0x7f836a6f5820>, 'resource_icon': <function resource_icon at 0x7f836a6f58b0>, 'format_icon': <function format_icon at 0x7f836a6f5940>, 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name	'featured'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Settlement&tags=bathymetry&tags=Boundaries&tags=Optimum+growth+area&tags=Environment&tags=Hazards+and+vulnerability' [GET]>
search_facets	{'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 'potential', 'count': 2}, {'name': 'pinus taeda', 'display_name': 'pinus taeda', 'count': 2}, {'name': 'multibeam bathymetry', 'display_name': 'multibeam bathymetry', 'count': 7}, {'name': 'mesozones', 'display_name': 'mesozones', 'count': 3}, {'name': 'mean annual temperature', 'display_name': 'mean annual temperature', 'count': 2}, {'name': 'mean annual precipitation', 'display_name': 'mean annual precipitation', 'count': 2}, {'name': 'marine environment monitoring', 'display_name': 'marine environment monitoring', 'count': 2}, {'name': 'land use', 'display_name': 'land use', 'count': 3}, {'name': 'land cover', 'display_name': 'land cover', 'count': 3}, {'name': 'hydrographic', 'display_name': 'hydrographic', 'count': 7}, {'name': 'growth areas', 'display_name': 'growth areas', 'count': 6}, {'name': 'general', 'display_name': 'general', 'count': 7}, {'name': 'biomass', 'display_name': 'biomass', 'count': 6}, {'name': 'bathymetry', 'display_name': 'bathymetry', 'count': 13}, {'name': 'agriculture', 'display_name': 'agriculture', 'count': 8}, {'name': 'acacia mearnsii', 'display_name': 'acacia mearnsii', 'count': 1}, {'name': 'aboveground woody biomass', 'display_name': 'aboveground woody biomass', 'count': 1}, {'name': 'Socio-economic', 'display_name': 'Socio-economic', 'count': 2}, {'name': 'Settlement', 'display_name': 'Settlement', 'count': 2}, {'name': 'SPOT4', 'display_name': 'SPOT4', 'count': 2}, {'name': 'SPOT', 'display_name': 'SPOT', 'count': 1}, {'name': 'SGB systems', 'display_name': 'SGB systems', 'count': 7}, {'name': 'Optimum growth area', 'display_name': 'Optimum growth area', 'count': 5}, {'name': 'Oceans', 'display_name': 'Oceans', 'count': 17}, {'name': 'Municipalities', 'display_name': 'Municipalities', 'count': 1}, {'name': 'Images', 'display_name': 'Images', 'count': 2}, {'name': 'Imagery-Basemaps-Earth Cover', 'display_name': 'Imagery-Basemaps-Earth Cover', 'count': 38}, {'name': 'Hazards and vulnerability', 'display_name': 'Hazards and vulnerability', 'count': 1}, {'name': 'Forestry distribution', 'display_name': 'Forestry distribution', 'count': 4}, {'name': 'Farming', 'display_name': 'Farming', 'count': 3}, {'name': 'Environment', 'display_name': 'Environment', 'count': 9}, {'name': 'Energy', 'display_name': 'Energy', 'count': 2}, {'name': 'Economic vulnerability', 'display_name': 'Economic vulnerability', 'count': 1}, {'name': 'Demography', 'display_name': 'Demography', 'count': 1}, {'name': 'Commercial forestry', 'display_name': 'Commercial forestry', 'count': 5}, {'name': 'Commercial cropping system', 'display_name': 'Commercial cropping system', 'count': 1}, {'name': 'Commercial crop system', 'display_name': 'Commercial crop system', 'count': 2}, {'name': 'Commercial Crop Systems', 'display_name': 'Commercial Crop Systems', 'count': 2}, {'name': 'Climatology-Meteorology-Atmosphere', 'display_name': 'Climatology-Meteorology-Atmosphere', 'count': 2}, {'name': 'Climate science', 'display_name': 'Climate science', 'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 'harvest_source_title': {'title': 'harvest_source_title', 'items': []}, 'featured': {'title': 'featured', 'items': [{'name': 'true', 'display_name': 'true', 'count': 7}, {'name': 'false', 'display_name': 'false', 'count': 84}]}, 'topic_and_saeoss_themes': {'title': 'topic_and_saeoss_themes', 'items': [{'name': "{'iso_topic_category': 'oceans'}", 'display_name': "{'iso_topic_category': 'oceans'}", 'count': 17}, {'name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'display_name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'count': 38}, {'name': "{'iso_topic_category': 'farming'}", 'display_name': "{'iso_topic_category': 'farming'}", 'count': 3}, {'name': "{'iso_topic_category': 'environment'}", 'display_name': "{'iso_topic_category': 'environment'}", 'count': 9}, {'name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'display_name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'count': 2}, {'name': "{'iso_topic_category': 'boundaries'}", 'display_name': "{'iso_topic_category': 'boundaries'}", 'count': 3}, {'name': "{'iso_topic_category': ''}", 'display_name': "{'iso_topic_category': ''}", 'count': 12}]}}
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
title	'Featured Metadata records'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

Variable	Value
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name	'topic_and_saeoss_themes'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
title	'Topic Category'
ungettext	<function ungettext at 0x7f836cbfe670>

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placeholder	Markup('Search metadata records..')
query	''
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Settlement&tags=bathymetry&tags=Boundaries&tags=Optimum+growth+area&tags=Environment&tags=Hazards+and+vulnerability' [GET]>
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
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type	'dataset'
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spatial/snippets/map_attribution.html

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map_config	{}
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
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spatial/snippets/spatial_query.html

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snippets/facet_list.html

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title	'Organizations'
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name	'groups'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Settlement&tags=bathymetry&tags=Boundaries&tags=Optimum+growth+area&tags=Environment&tags=Hazards+and+vulnerability' [GET]>
search_facets	{'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 'potential', 'count': 2}, {'name': 'pinus taeda', 'display_name': 'pinus taeda', 'count': 2}, {'name': 'multibeam bathymetry', 'display_name': 'multibeam bathymetry', 'count': 7}, {'name': 'mesozones', 'display_name': 'mesozones', 'count': 3}, {'name': 'mean annual temperature', 'display_name': 'mean annual temperature', 'count': 2}, {'name': 'mean annual precipitation', 'display_name': 'mean annual precipitation', 'count': 2}, {'name': 'marine environment monitoring', 'display_name': 'marine environment monitoring', 'count': 2}, {'name': 'land use', 'display_name': 'land use', 'count': 3}, {'name': 'land cover', 'display_name': 'land cover', 'count': 3}, {'name': 'hydrographic', 'display_name': 'hydrographic', 'count': 7}, {'name': 'growth areas', 'display_name': 'growth areas', 'count': 6}, {'name': 'general', 'display_name': 'general', 'count': 7}, {'name': 'biomass', 'display_name': 'biomass', 'count': 6}, {'name': 'bathymetry', 'display_name': 'bathymetry', 'count': 13}, {'name': 'agriculture', 'display_name': 'agriculture', 'count': 8}, {'name': 'acacia mearnsii', 'display_name': 'acacia mearnsii', 'count': 1}, {'name': 'aboveground woody biomass', 'display_name': 'aboveground woody biomass', 'count': 1}, {'name': 'Socio-economic', 'display_name': 'Socio-economic', 'count': 2}, {'name': 'Settlement', 'display_name': 'Settlement', 'count': 2}, {'name': 'SPOT4', 'display_name': 'SPOT4', 'count': 2}, {'name': 'SPOT', 'display_name': 'SPOT', 'count': 1}, {'name': 'SGB systems', 'display_name': 'SGB systems', 'count': 7}, {'name': 'Optimum growth area', 'display_name': 'Optimum growth area', 'count': 5}, {'name': 'Oceans', 'display_name': 'Oceans', 'count': 17}, {'name': 'Municipalities', 'display_name': 'Municipalities', 'count': 1}, {'name': 'Images', 'display_name': 'Images', 'count': 2}, {'name': 'Imagery-Basemaps-Earth Cover', 'display_name': 'Imagery-Basemaps-Earth Cover', 'count': 38}, {'name': 'Hazards and vulnerability', 'display_name': 'Hazards and vulnerability', 'count': 1}, {'name': 'Forestry distribution', 'display_name': 'Forestry distribution', 'count': 4}, {'name': 'Farming', 'display_name': 'Farming', 'count': 3}, {'name': 'Environment', 'display_name': 'Environment', 'count': 9}, {'name': 'Energy', 'display_name': 'Energy', 'count': 2}, {'name': 'Economic vulnerability', 'display_name': 'Economic vulnerability', 'count': 1}, {'name': 'Demography', 'display_name': 'Demography', 'count': 1}, {'name': 'Commercial forestry', 'display_name': 'Commercial forestry', 'count': 5}, {'name': 'Commercial cropping system', 'display_name': 'Commercial cropping system', 'count': 1}, {'name': 'Commercial crop system', 'display_name': 'Commercial crop system', 'count': 2}, {'name': 'Commercial Crop Systems', 'display_name': 'Commercial Crop Systems', 'count': 2}, {'name': 'Climatology-Meteorology-Atmosphere', 'display_name': 'Climatology-Meteorology-Atmosphere', 'count': 2}, {'name': 'Climate science', 'display_name': 'Climate science', 'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 'harvest_source_title': {'title': 'harvest_source_title', 'items': []}, 'featured': {'title': 'featured', 'items': [{'name': 'true', 'display_name': 'true', 'count': 7}, {'name': 'false', 'display_name': 'false', 'count': 84}]}, 'topic_and_saeoss_themes': {'title': 'topic_and_saeoss_themes', 'items': [{'name': "{'iso_topic_category': 'oceans'}", 'display_name': "{'iso_topic_category': 'oceans'}", 'count': 17}, {'name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'display_name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'count': 38}, {'name': "{'iso_topic_category': 'farming'}", 'display_name': "{'iso_topic_category': 'farming'}", 'count': 3}, {'name': "{'iso_topic_category': 'environment'}", 'display_name': "{'iso_topic_category': 'environment'}", 'count': 9}, {'name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'display_name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'count': 2}, {'name': "{'iso_topic_category': 'boundaries'}", 'display_name': "{'iso_topic_category': 'boundaries'}", 'count': 3}, {'name': "{'iso_topic_category': ''}", 'display_name': "{'iso_topic_category': ''}", 'count': 12}]}}
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
title	'Groups'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

Variable	Value
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
title	'Harvest source'
ungettext	<function ungettext at 0x7f836cbfe670>

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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5392566, '_creation_time': 1789476836.5392566}
title	'Featured Metadata records'
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title	'Topic Category'
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title	'Tags'
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snippets/search_form.html

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request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Bioenergy&tags=SGB+systems&tags=pinus+taeda&featured=true&tags=Farming' [GET]>
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5392566, '_creation_time': 1789476836.5392566}
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snippets/temporal_query.html

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request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Bioenergy&tags=SGB+systems&tags=pinus+taeda&featured=true&tags=Farming' [GET]>
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snippets/facet_list.html

Variable	Value
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name	'organization'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5392566, '_creation_time': 1789476836.5392566}
title	'Organizations'
ungettext	<function ungettext at 0x7f836cbfe670>

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title	'Groups'
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title	'Featured Metadata records'
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name	'topic_and_saeoss_themes'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.7841003, '_creation_time': 1789476835.7841003}
title	'Topic Category'
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name	'tags'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.7841003, '_creation_time': 1789476835.7841003}
title	'Tags'
ungettext	<function ungettext at 0x7f836cbfe670>

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package	{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000179', 'featured': 'false', 'id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T11:08:39.531145', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:11:28.922543', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_papaya_composite_of_all_criteria', 'notes': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'num_resources': 1, 'num_tags': 9, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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package	{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/NRF.SAIAB.20232503', 'featured': 'false', 'id': 'b83213b0-c6e8-403d-8b81-21161cde38b6', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This dataset consists of XYZ points below the sea surface and relative to the mean sea level. This data was collected under the ACEP SMART ZONES MPA project (2021 – 2023) using the ACEP Geophysics and Mapping Platform.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T13:54:29.780880', 'metadata_date': '202301-02-06T00:00', 'metadata_modified': '2025-09-12T08:46:26.411995', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_rosie_snowball_july_2021', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This multi-disciplinary study will begin at the start of the implementation of two new MPAs (uThukela MPA and Protea Banks MPA, both proclaimed in 2019), and will generate the relevant data needed to underpin an evidence-based approach to adaptive management of the MPAs, within a “SMART” framework. This framework defines specific objectives for the different MPA zones; and develops measurable indicators of success for each zone. It also sets achievable goals given the limited resources available for planning and management. This ensures that the research findings are relevant (to both biodiversity and human stakeholders). This is a rare time-sensitive opportunity to conduct baseline surveys of the geology, benthic biodiversity (sessile and mobile species), reef-associated ichthyoplankton and mero-zooplankton and fish communities of mesophotic (40-150m) soft-coral and sponge-dominated reefs and submarine habitats located in three different management zones at the initiation of management of two brand new MPAs, against which long-term monitoring data can be compared to assess the effectiveness of the MPAs in achieving their objectives. The balanced sampling design is such that it will also initiate a “natural experiment” that over time will investigate the effect of no-take zones on fish diversity and abundance, benthic community structure, and trophic complexity. This will also enable the determination of the value of the MPA for fisheries sustainability support and resilience to disturbances caused by extrinsic factors such as pollution or climate change. Additionally, this study will assess whether the zonation plans provide for representation of all reef and canyon types within each zone or if there is unbalanced coverage for certain reefs and in certain zones. This is important to assess the initiation of the MPA, especially to ensure that the interpretation of monitoring results in future to compare ecosystems and fish on reefs and canyons in the mesophotic zone are not flawed by natural differences from the outset due to the selection of zone boundaries. This dataset consists of XYZ points below the sea surface and relative to the mean sea level. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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packages	[{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000179', 'featured': 'false', 'id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T11:08:39.531145', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:11:28.922543', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_papaya_composite_of_all_criteria', 'notes': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000179', 'name': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T11:09:12.315516', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '7e81d0b1-3193-41ab-bc15-c5cc65df8b56', 'last_modified': None, 'metadata_modified': '2025-10-17T11:09:12.305341', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria', 'package_id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/2yTF8TY7xDMA8fH?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). The NRF-SAIAB contributes to two National Operation Phakisa Labs through which South Africa has identified the potential to develop the Biodiversity Economy and the Blue Economy.', 'image_url': '2025-09-11-081630.579961SouthAfricanInstituteforAquaticBiodiversitylogo.svg.png', 'created': '2025-09-11T08:16:30.612011', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[31.115365, -29.803761], [31.185535, -29.803761], [31.185535, -29.748017], [31.115365, -29.748017], [31.115365, -29.803761]]]}', 'state': 'active', 'title': 'Bathymetry data collected from Mobile Epibenthic Invertebrate Stations, November 2022', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'T.Wanda@saiab.nrf.ac.za', 'individual_name': 'Thamsanqa Wanda', 'position_name': 'Geologist', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2023-01-27T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'http://doi.org/10.15493/NRF.SAIAB.20232516', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-09-11T14:22:17.751814', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'f6492885-e526-4883-ba79-61a161dc0806', 'last_modified': None, 'metadata_modified': '2025-09-12T08:29:23.519836', 'mimetype': None, 'mimetype_inner': None, 'name': 'Bathymetry data collected from Mobile Epibenthic Invertebrate Stations, November 2022', 'package_id': '209cd0fd-d80b-492e-969e-e8223d010104', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://catalogue.saeon.ac.za/list/records/10.15493/NRF.SAIAB.20232516?search=68c2b42da71d058a420b0236&disableSidebar=false&showSearchBar=true', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Institute for Aquatic Biodiversity ', 'position_name': 'SAIAB', 'role': 'owner', 'website': 'https://nrfsaiab.wixsite.com/gemapocean'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': 'Makhanda', 'delivery_point': 'Somerset Street', 'postal_code': '6139'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Oceans', 'id': '2547e672-a968-4048-814b-29a682525254', 'name': 'Oceans', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'SGB systems', 'id': 'e90bd4d4-da24-418e-a5b1-f9d0cf063793', 'name': 'SGB systems', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bathymetry', 'id': '84d64091-149a-4cd4-bf97-f828e908fe76', 'name': 'bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'hydrographic', 'id': '903bf930-556a-402c-a784-3c57de8bc65b', 'name': 'hydrographic', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'multibeam bathymetry', 'id': '1fe9236d-3571-4fe0-9305-f1b40579e991', 'name': 'multibeam bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'reson', 'id': '4ff1fff4-deb9-4256-a9c0-f03802b2d0e7', 'name': 'reson', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'oceans'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '0b92035a-fbbd-4659-ac02-1454f5ea394d', 'doi': '', 'featured': 'true', 'id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. The Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T12:39:12.192204', 'metadata_date': '2025-08-27T14:38', 'metadata_modified': '2025-08-27T12:41:58.829540', 'metadata_thumbnail': '', 'name': '2024-sentinel-2q3-cloudless-mosaic-', 'notes': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. \r\n\r\nThe Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. \r\n\r\nThe packaged datasets processed by SANSA are subject to strict distribution controls. Only SANSA is authorized to distribute these datasets directly to government departments or other approved requesters. \r\n', 'num_resources': 1, 'num_tags': 0, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. SANSA also provides state-of-the-art facilities to monitor space weather, provide launch support and data downloads as well as supporting the growth of the local space industry.', 'image_url': '2025-07-31-061500.854757SANSALogo.jpg', 'created': '2025-04-01T13:27:03.699924', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': '2024 Sentinel-2 Q3 Cloudless Mosaic', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'www.sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2024-07-01T14:37', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Geo-Tiff', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 4, 'linkage': 'https://catalogue.sansa.org.za', 'name': 'Victoria Nkambule'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T12:39:48.023064', 'description': '', 'format': 'Geo-Tiff', 'format_version': '1.1', 'hash': '', 'id': 'd21990ce-ef77-4e5e-a6d7-e0bd0813fbd9', 'last_modified': None, 'metadata_modified': '2025-08-27T12:39:48.018121', 'mimetype': None, 'mimetype_inner': None, 'name': 'SANSA Catalogue', 'package_id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'www.sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'distributor', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': '0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:2 500', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'topic_and_saeoss_themes': [{'iso_topic_category': ''}], 'tags': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'true', 'id': '0d0ae595-b04e-43a1-8d14-3494e04588bf', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Landsat 09 acquired directly at the South African National Space Agency ground station (JSA) at and processed by the South African National Space Agency in, South Africa. The imagery includes multispectral bands at a spatial resolution of 30 m and a panchromatic band at 15 m covering South Africa. The images are processed to Level1 TP and provided the GeoTiff format. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T09:04:01.886407', 'metadata_date': '2025-08-25T00:00', 'metadata_modified': '2025-08-25T11:07:14.125686', 'metadata_thumbnail': '', 'name': '1999--2012-spot-4-satellite-imagery', 'notes': 'Landsat 09 acquired directly at the South African National Space Agency ground station (JSA) at and processed by the South African National Space Agency in, South Africa. The imagery includes multispectral bands at a spatial resolution of 30 m and a panchromatic band at 15 m covering South Africa. The images are processed to Level1 TP and provided the GeoTiff format. ', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. SANSA also provides state-of-the-art facilities to monitor space weather, provide launch support and data downloads as well as supporting the growth of the local space industry.', 'image_url': '2025-07-31-061500.854757SANSALogo.jpg', 'created': '2025-04-01T13:27:03.699924', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': '2023 Landsat 09 satellite imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'SANSA customer services', 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2023-12-31T10:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'PDF,xml', 'version': '1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 4, 'linkage': 'https://catalogue.sansa.org.za', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-25T09:04:10.188007', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '20e4ca57-257f-48d6-a495-3ce9c943f062', 'last_modified': None, 'metadata_modified': '2025-08-25T09:04:10.180972', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '0d0ae595-b04e-43a1-8d14-3494e04588bf', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'resource_provider', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': ' 0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:30000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '007'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'true', 'id': '501f756d-cce7-47e7-b5ff-a20c16063093', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SPOT 4 acquired and processed by the South African National Space Agency (then Satellite Application Centre) in South Africa. SPOT 4 images with a spatial resolution of 20m (4 band multispectral(I)) and 10m panchromatic (M), processed to level 1A. The images were acquired between 22 September and 28 December 2010 covering some parts of South Africa and delivered in GeoTiff format', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T10:37:59.621810', 'metadata_date': '2025-08-25T10:00', 'metadata_modified': '2025-08-25T10:39:31.888193', 'metadata_thumbnail': '', 'name': '2010-spot4-satellite-imagery', 'notes': 'SPOT 4 acquired and processed by the South African National Space Agency (then Satellite Application Centre) in South Africa. SPOT 4 images with a spatial resolution of 20m (4 band multispectral(I)) and 10m panchromatic (M), processed to level 1A. The images were acquired between 22 September and 28 December 2010 covering some parts of South Africa and delivered in GeoTiff format', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. SANSA also provides state-of-the-art facilities to monitor space weather, provide launch support and data downloads as well as supporting the growth of the local space industry.', 'image_url': '2025-07-31-061500.854757SANSALogo.jpg', 'created': '2025-04-01T13:27:03.699924', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': '2010 SPOT 4 Satellite Imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'SANSA customer services', 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2010-12-31T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'PDF,xml', 'version': '1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 5, 'linkage': 'https://catalogue.sansa.org.za', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-25T10:38:21.790239', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '4e7365b6-aec4-4379-bf79-77af092d2c53', 'last_modified': None, 'metadata_modified': '2025-08-25T10:38:21.781442', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '501f756d-cce7-47e7-b5ff-a20c16063093', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'resource_provider', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': ' 0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:20000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '007'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'SPOT4', 'id': 'a63ef0d8-4f14-43e4-936e-bd2e0678d428', 'name': 'SPOT4', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'true', 'id': '6daeea1e-704e-45f9-a38a-7898073d1108', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SPOT 4 acquired and processed by the South African National Space Agency (then Satellite Application Centre) in South Africa. 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.7841003, '_creation_time': 1789476835.7841003}
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476837.2537541, '_creation_time': 1789476837.2537541}
title	'Featured Metadata records'
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title	'Topic Category'
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name	'tags'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476837.2537541, '_creation_time': 1789476837.2537541}
title	'Tags'
ungettext	<function ungettext at 0x7f836cbfe670>

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snippets/facet_list.html

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title	'Organizations'
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name	'groups'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=agriculture&tags=Imagery-Basemaps-Earth+Cover&tags=growth+areas&tags=mesozones&organization=municipal-demarcation-board&tags=potential' [GET]>
search_facets	{'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 'potential', 'count': 2}, {'name': 'pinus taeda', 'display_name': 'pinus taeda', 'count': 2}, {'name': 'multibeam bathymetry', 'display_name': 'multibeam bathymetry', 'count': 7}, {'name': 'mesozones', 'display_name': 'mesozones', 'count': 3}, {'name': 'mean annual temperature', 'display_name': 'mean annual temperature', 'count': 2}, {'name': 'mean annual precipitation', 'display_name': 'mean annual precipitation', 'count': 2}, {'name': 'marine environment monitoring', 'display_name': 'marine environment monitoring', 'count': 2}, {'name': 'land use', 'display_name': 'land use', 'count': 3}, {'name': 'land cover', 'display_name': 'land cover', 'count': 3}, {'name': 'hydrographic', 'display_name': 'hydrographic', 'count': 7}, {'name': 'growth areas', 'display_name': 'growth areas', 'count': 6}, {'name': 'general', 'display_name': 'general', 'count': 7}, {'name': 'biomass', 'display_name': 'biomass', 'count': 6}, {'name': 'bathymetry', 'display_name': 'bathymetry', 'count': 13}, {'name': 'agriculture', 'display_name': 'agriculture', 'count': 8}, {'name': 'acacia mearnsii', 'display_name': 'acacia mearnsii', 'count': 1}, {'name': 'aboveground woody biomass', 'display_name': 'aboveground woody biomass', 'count': 1}, {'name': 'Socio-economic', 'display_name': 'Socio-economic', 'count': 2}, {'name': 'Settlement', 'display_name': 'Settlement', 'count': 2}, {'name': 'SPOT4', 'display_name': 'SPOT4', 'count': 2}, {'name': 'SPOT', 'display_name': 'SPOT', 'count': 1}, {'name': 'SGB systems', 'display_name': 'SGB systems', 'count': 7}, {'name': 'Optimum growth area', 'display_name': 'Optimum growth area', 'count': 5}, {'name': 'Oceans', 'display_name': 'Oceans', 'count': 17}, {'name': 'Municipalities', 'display_name': 'Municipalities', 'count': 1}, {'name': 'Images', 'display_name': 'Images', 'count': 2}, {'name': 'Imagery-Basemaps-Earth Cover', 'display_name': 'Imagery-Basemaps-Earth Cover', 'count': 38}, {'name': 'Hazards and vulnerability', 'display_name': 'Hazards and vulnerability', 'count': 1}, {'name': 'Forestry distribution', 'display_name': 'Forestry distribution', 'count': 4}, {'name': 'Farming', 'display_name': 'Farming', 'count': 3}, {'name': 'Environment', 'display_name': 'Environment', 'count': 9}, {'name': 'Energy', 'display_name': 'Energy', 'count': 2}, {'name': 'Economic vulnerability', 'display_name': 'Economic vulnerability', 'count': 1}, {'name': 'Demography', 'display_name': 'Demography', 'count': 1}, {'name': 'Commercial forestry', 'display_name': 'Commercial forestry', 'count': 5}, {'name': 'Commercial cropping system', 'display_name': 'Commercial cropping system', 'count': 1}, {'name': 'Commercial crop system', 'display_name': 'Commercial crop system', 'count': 2}, {'name': 'Commercial Crop Systems', 'display_name': 'Commercial Crop Systems', 'count': 2}, {'name': 'Climatology-Meteorology-Atmosphere', 'display_name': 'Climatology-Meteorology-Atmosphere', 'count': 2}, {'name': 'Climate science', 'display_name': 'Climate science', 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476837.2537541, '_creation_time': 1789476837.2537541}
title	'Groups'
ungettext	<function ungettext at 0x7f836cbfe670>

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title	'Harvest source'
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name	'featured'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Bioenergy&tags=SGB+systems&tags=Biophysical+variables&featured=true&tags=Imagery-Basemaps-Earth+Cover' [GET]>
search_facets	{'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 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vulnerability', 'count': 1}, {'name': 'Forestry distribution', 'display_name': 'Forestry distribution', 'count': 4}, {'name': 'Farming', 'display_name': 'Farming', 'count': 3}, {'name': 'Environment', 'display_name': 'Environment', 'count': 9}, {'name': 'Energy', 'display_name': 'Energy', 'count': 2}, {'name': 'Economic vulnerability', 'display_name': 'Economic vulnerability', 'count': 1}, {'name': 'Demography', 'display_name': 'Demography', 'count': 1}, {'name': 'Commercial forestry', 'display_name': 'Commercial forestry', 'count': 5}, {'name': 'Commercial cropping system', 'display_name': 'Commercial cropping system', 'count': 1}, {'name': 'Commercial crop system', 'display_name': 'Commercial crop system', 'count': 2}, {'name': 'Commercial Crop Systems', 'display_name': 'Commercial Crop Systems', 'count': 2}, {'name': 'Climatology-Meteorology-Atmosphere', 'display_name': 'Climatology-Meteorology-Atmosphere', 'count': 2}, {'name': 'Climate science', 'display_name': 'Climate science', 'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.817757, '_creation_time': 1789476835.817757}
title	'Featured Metadata records'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

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name	'topic_and_saeoss_themes'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Bioenergy&tags=SGB+systems&tags=Biophysical+variables&featured=true&tags=Imagery-Basemaps-Earth+Cover' [GET]>
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'agriculture', 'display_name': 'agriculture', 'count': 8}, {'name': 'acacia mearnsii', 'display_name': 'acacia mearnsii', 'count': 1}, {'name': 'aboveground woody biomass', 'display_name': 'aboveground woody biomass', 'count': 1}, {'name': 'Socio-economic', 'display_name': 'Socio-economic', 'count': 2}, {'name': 'Settlement', 'display_name': 'Settlement', 'count': 2}, {'name': 'SPOT4', 'display_name': 'SPOT4', 'count': 2}, {'name': 'SPOT', 'display_name': 'SPOT', 'count': 1}, {'name': 'SGB systems', 'display_name': 'SGB systems', 'count': 7}, {'name': 'Optimum growth area', 'display_name': 'Optimum growth area', 'count': 5}, {'name': 'Oceans', 'display_name': 'Oceans', 'count': 17}, {'name': 'Municipalities', 'display_name': 'Municipalities', 'count': 1}, {'name': 'Images', 'display_name': 'Images', 'count': 2}, {'name': 'Imagery-Basemaps-Earth Cover', 'display_name': 'Imagery-Basemaps-Earth Cover', 'count': 38}, {'name': 'Hazards and vulnerability', 'display_name': 'Hazards and 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title	'Topic Category'
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title	'Tags'
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Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:04:49.448189', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T10:07:55.203305', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas-_passion_fruit_composite_of_all_criteria', 'notes': 'Passion fruit are believed to have originated from southern Brazil (Kenyaweb, 2005).The most commonly commercially grown of 55 edible species of passion fruit is Passiflora edulis, which consists of perennial woody vines with each producing about 100 fruits per year (RBGK, 2005). In South Africa passion fruit ideally requires a cool subtropical climate for optimum production (Smith, 1998). The vines prefer moderate temperatures throughout the year, with monthly means of daily maxima < 29 degree Celsius. The plants are sensitive to severe frosts, and monthly means of minimum temperatures should be > 6 degree Celsius (NDA, 2005). For commercial production under rainfed conditions MAP should ideally exceed 1 200 mm and be well distributed throughout the year (NDA, 2005), as it is important to maintain the soil moist throughout the growing season to keep the vines flowering and fruiting for longer periods and prevent the fruit from shriveling and falling prematurely (Kenyaweb, 2005). Total commercial production of passion fruit in South Africa is 1 300t per season, with a range (between 1998/9 - 2003/4) in more recent from 900 - 1 700 t (NDA, 2005).The gross value is R65 million/year (NDA, 2005). Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified. 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', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000186', 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:05:36.992639', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '9d64a80d-8520-4035-b2c0-64b3a5308189', 'last_modified': None, 'metadata_modified': '2025-10-17T10:05:36.987063', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'package_id': 'c4572749-eea1-477c-9288-cd523ceec03a', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/KDwnyqAwyrwkwrM?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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package	{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/NRF.SAIAB.20232512', 'featured': 'false', 'id': '2d055e06-42f7-4fed-a1ba-586a33c6030e', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This dataset consists of XYZ points below the sea surface and relative to mean sea level. This data was collected under the ACEP SMART ZONES MPA project (2021 – 2023) using the ACEP Geophysics and Mapping Platform.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T13:21:58.336597', 'metadata_date': '2023-01-27T14:15', 'metadata_modified': '2025-09-12T08:49:05.974746', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_durnford_hats_march_2022', 'notes': "This dataset forms part of the the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This multi-disciplinary study will begin at the start of implementation of two new MPAs (uThukela MPA and Protea Banks MPA, both proclaimed in 2019), and will generate the relevant data needed to underpin an evidence-based approach to adaptive management of the MPAs, within a “SMART” framework. This framework defines specific objectives for the different MPA zones; develops measurable indicators of success for each zone; sets achievable goals given the limited resources available for planning and management; ensures that the research findings are relevant (to both biodiversity and human stakeholders). This is a rare time-sensitive opportunity to conduct baseline surveys of the geology, benthic biodiversity (sessile and mobile species), reef-associated ichthyoplankton and mero-zooplankton and fish communities of mesophotic (40-150m) soft-coral and sponge-dominated reefs and submarine habitats located in three different management zones at initiation of management of two brand new MPAs, against which long-term monitoring data can be compared to assess the effectiveness of the MPAs in achieving their objectives. The balanced sampling design is such that it will also initiate a “natural experiment” that over time will investigate the effect of no-take zones on fish diversity and abundance, benthic community structure, and trophic complexity. This will also enable the determination of the value of the MPA for fisheries sustainability support and resilience to disturbances caused by extrinsic factors such as pollution or climate change. Additionally, this study will assess whether the zonation plan provides for representation of all reef and canyon types within each zone or if there is unbalanced coverage for certain reefs and in certain zones. This is important to assess at the initiation of the MPA, especially to ensure that interpretation of monitoring results in future, which compare ecosystems and fish on reefs and canyons in the mesophotic zone, are not flawed by natural differences from the outset due to the selection of zone boundaries. This dataset consists of XYZ points below the sea surface and relative to mean sea level. 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Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:52:41.204356', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:03:29.674696', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_litchis_composite_of_all_criteria', 'notes': 'Litchis, Litchi chinensis, are indigenous to subtropical southern China and were first imported to South Africa from Mauritius in the 1870s (ARC, 2005). Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'num_resources': 1, 'num_tags': 9, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000104', 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:57:28.000498', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '0d6d7010-b440-48b4-b1f1-23f9e48ae3e9', 'last_modified': None, 'metadata_modified': '2025-10-17T10:57:27.994148', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'package_id': '84eba355-8f57-484b-b365-b008e6769b37', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/3E4cCsAMaj92xjw?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:04:49.448189', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T10:07:55.203305', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas-_passion_fruit_composite_of_all_criteria', 'notes': 'Passion fruit are believed to have originated from southern Brazil (Kenyaweb, 2005).The most commonly commercially grown of 55 edible species of passion fruit is Passiflora edulis, which consists of perennial woody vines with each producing about 100 fruits per year (RBGK, 2005). In South Africa passion fruit ideally requires a cool subtropical climate for optimum production (Smith, 1998). The vines prefer moderate temperatures throughout the year, with monthly means of daily maxima < 29 degree Celsius. The plants are sensitive to severe frosts, and monthly means of minimum temperatures should be > 6 degree Celsius (NDA, 2005). For commercial production under rainfed conditions MAP should ideally exceed 1 200 mm and be well distributed throughout the year (NDA, 2005), as it is important to maintain the soil moist throughout the growing season to keep the vines flowering and fruiting for longer periods and prevent the fruit from shriveling and falling prematurely (Kenyaweb, 2005). Total commercial production of passion fruit in South Africa is 1 300t per season, with a range (between 1998/9 - 2003/4) in more recent from 900 - 1 700 t (NDA, 2005).The gross value is R65 million/year (NDA, 2005). Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified. ', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000186', 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:05:36.992639', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '9d64a80d-8520-4035-b2c0-64b3a5308189', 'last_modified': None, 'metadata_modified': '2025-10-17T10:05:36.987063', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'package_id': 'c4572749-eea1-477c-9288-cd523ceec03a', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/KDwnyqAwyrwkwrM?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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This cool climate species grows optimally at MATs ranging from 14 - 17 degree Celsius and MAPs > 725 mm (Kunz, 2004).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T09:56:44.152758', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:59:18.993025', 'metadata_thumbnail': '', 'name': 'climatically_suitable_growth_areas_for_eucalyptus_badjensis', 'notes': 'Eucalyptus badjensis, or the commonly named Badger Gum, is a medium to fast growing tall and low maintenance tree which can withstand low to moderate soil moisture (Australia plants, 2004). This cool climate species grows optimally at MATs ranging from 14 - 17 degree Celsius and MAPs > 725 mm (Kunz, 2004).', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Suitable Growth Areas for Eucalyptus badjensis', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000034', 'name': 'Climatically Suitable Growth Areas for Eucalyptus badjensis'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T09:57:25.829177', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '5d641cd0-6b18-47dc-9510-a564d9b939ad', 'last_modified': None, 'metadata_modified': '2025-10-17T09:57:25.820623', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Suitable Growth Areas for Eucalyptus badjensis', 'package_id': '9eacac9c-41d1-4a96-8f89-899790ceddcc', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/sD5Bteyo7ZaJ8Nz?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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It is a cool climate species, growing optimally at MATs between 14 and 18 degree Celsius. E. benthamii is less tolerant of low MAPs than E. badjensis, with > 850 mm MAP required for optimal growth (Kunz, 2004).This species is susceptible to snow damage (Kunz, 2004).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T09:11:46.432943', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:40:33.467393', 'metadata_thumbnail': '', 'name': 'climatically_suitable_growth_areas_for_eucalyptus_benthamii', 'notes': 'Commonly named the Camden White Oak, Eucalyptus benthamii, is a tall, smooth-barked. It is a cool climate species, growing optimally at MATs between 14 and 18 degree Celsius. 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', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Suitable Growth Areas for Eucalyptus benthamii', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000035', 'name': 'Climatically Suitable Growth Areas for Eucalyptus benthamii'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T09:12:14.652792', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '15c38271-ed04-432b-9f2a-122f10510441', 'last_modified': None, 'metadata_modified': '2025-10-17T09:12:14.646039', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Suitable Growth Areas for Eucalyptus benthamii', 'package_id': '334e68b0-6184-4cb2-9cc3-19a69a8e35c8', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/cBLgd5CLASatAEB?openfile=true', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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Refer to the detailed BioEnergy Atlas report in this regard. * This data was assigned to planning polygons (meso-zones) and the basis of calculation of exploitable biomass adjusted for a 20-year eradication programme (i.e. harvest 1/20th each year, supplemented by the annual increment of the remaining biomass).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-16T14:18:41.544367', 'metadata_date': '2025-10-16T00:00', 'metadata_modified': '2025-10-17T09:39:40.740321', 'metadata_thumbnail': '', 'name': 'availability_of_exploitable_invasive_alien_plants', 'notes': 'Data was derived from the following sources: CSIR based their assessment of standing IAP biomass on work done by the ARC, supplemented by an evaluation of species that may be exploitable, typical mass of such species, and the relative ease by which these can be exploited. Refer to the detailed BioEnergy Atlas report in this regard. This data was assigned to planning polygons (meso-zones) and the basis of calculation of exploitable biomass adjusted for a 20-year eradication programme (i.e. harvest 1/20th each year, supplemented by the annual increment of the remaining biomass).', 'num_resources': 1, 'num_tags': 7, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.45214, -34.8341698957], [32.8925317467, -34.8341698957], [32.8925317467, -22.12503], [16.45214, -22.12503], [16.45214, -34.8341698957]]]}', 'state': 'active', 'title': 'Availability of Exploitable Invasive Alien Plants', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'Wim Hugo', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2015-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000080', 'name': 'Availability of Exploitable Invasive Alien Plants'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-16T14:19:52.976646', 'description': '', 'format': 'GEOMAP', 'format_version': '', 'hash': '', 'id': '985a2370-8695-4a84-9428-5b46ddbaac86', 'last_modified': None, 'metadata_modified': '2025-10-16T14:19:52.966248', 'mimetype': None, 'mimetype_inner': None, 'name': 'Availability of Exploitable Invasive Alien Plants', 'package_id': '964d2862-b467-40db-bb50-aaaa88880934', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000080', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'Organisation', 'role': 'resource_provider', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Bioenergy', 'id': 'ca34cd72-b5a2-4f3f-81d8-61b65cd42ef8', 'name': 'Bioenergy', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Environment', 'id': 'ad6bb22c-77f7-4d69-81bb-a19bc4bceb95', 'name': 'Environment', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'biodiversity indices', 'id': 'c8ae6871-1f36-4892-8b69-60c34802240b', 'name': 'biodiversity indices', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'ecosystem services', 'id': '201e2748-5553-4e2e-990c-31ce75892d7f', 'name': 'ecosystem services', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'energy', 'id': '1722381a-3be4-46ea-9bcd-9d89526c69f3', 'name': 'energy', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'invasive alien plants', 'id': 'ae210958-a72f-4eed-b116-a4a41c90185a', 'name': 'invasive alien plants', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'surface water', 'id': '29359c57-f6fe-440c-81c0-f128049713fd', 'name': 'surface water', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'environment'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000074', 'featured': 'false', 'id': '653bf206-60b4-426f-8031-857ed4ffffeb', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': '"Data was derived from the following sources: The extent of sugar cane cultivation was determined from digitisation of maps published in Gers (2003). 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None}], 'responsible_party': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'Organisation', 'role': 'publisher', 'website': 'https://catalogue.saeon.ac.za/'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': 'Pretoria', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Bioenergy', 'id': 'ca34cd72-b5a2-4f3f-81d8-61b65cd42ef8', 'name': 'Bioenergy', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Commercial crop system', 'id': '7212f987-9a76-4d73-bf13-da41d2c5a0b1', 'name': 'Commercial crop system', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Energy', 'id': '2e773657-95fa-4b64-9488-bb790e61bcbf', 'name': 'Energy', 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'active', 'vocabulary_id': None}, {'display_name': 'potential', 'id': '72c85e81-8819-41f9-9327-fb5418e73e31', 'name': 'potential', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'residue', 'id': '00467143-d7fa-48c1-b70f-20667c4b9fbe', 'name': 'residue', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'straw', 'id': '6fb6009f-3480-4660-a3f9-eb0e3724045a', 'name': 'straw', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'sugar cane', 'id': '8183afee-04eb-4a1b-94be-0d9cbb8a6d2c', 'name': 'sugar cane', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'farming'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000008', 'featured': 'false', 'id': '0894e55b-3e79-4b6e-b71d-5992df7efa44', 'isopen': False, 'license_id': None, 'license_title': None, 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', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[24.965088, -33.985684], [32.773142, -33.985684], [32.773142, -22.771933], [24.965088, -22.771933], [24.965088, -33.985684]]]}', 'state': 'active', 'title': 'Harvested forestry residue', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON Data Science', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2018-01-01T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.250320-9', 'name': 'Harvested forestry residue'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T07:44:40.507734', 'description': '', 'format': 'GEOMAP', 'format_version': '', 'hash': '', 'id': '6876b8e9-eba3-4d12-9969-2cb03482974a', 'last_modified': None, 'metadata_modified': '2025-10-17T07:44:40.500034', 'mimetype': None, 'mimetype_inner': None, 'name': 'Harvested forestry residue', 'package_id': 'e780d0b4-b842-432d-bf3d-702824787c71', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.250320-9', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Illaria Germishuizen ', 'position_name': 'Research Director', 'role': 'originator', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bark', 'id': '93f00649-3f39-4767-b510-cb53939ef3d0', 'name': 'bark', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'eucalyptus', 'id': 'a48421e5-348a-414b-a87b-7cbcd31d6b82', 'name': 'eucalyptus', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'forestry areas', 'id': 'daadde15-6163-491c-99fb-4bd1a9d66541', 'name': 'forestry areas', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'forestry regions', 'id': '0b93b9df-19e1-459f-bec9-80a25a5de5b7', 'name': 'forestry regions', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'forestry residue', 'id': 'd1090b00-40bb-40aa-8159-2f16891ac145', 'name': 'forestry residue', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'pine', 'id': '9853da38-b469-438b-80fe-95b3d45e3133', 'name': 'pine', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'stalk', 'id': '2aede82c-866c-44b4-bc21-beb330f871ff', 'name': 'stalk', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'wattle', 'id': '4723c79d-871e-4af3-9f97-72814e5627e5', 'name': 'wattle', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SAEON.GFW.07042024', 'featured': 'false', 'id': 'e702984c-f2a0-4ff1-9462-7b9fc53e5dc3', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'The data originates from the 5m resolution Digital Elevation Model (DEM) (Ezemvelo KZN Wildlife, 2016). 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Attribute information includes ; pagenumber, mapcode12 (vegetation type), dn_new (aboveground carbon values-DMt/ha), lcov_1990, lcov_2013, parent1990 (general landcover name), parent2013, old_new (landcover change), parent_old_new (landcover change by name), dn_ave_1990 (average for each landcover in 1990), dn_ave_2013, dn_ave_change (average carbon change between 1990 and 2013); and boolean information for the following: bush encroachment, grass encroachment, perturbation, degradation, restoration, habitat loss. Landcover data entries were obtained from Landsat satellite images used to generate landcover information into 72 landcover types; vegetation type is collected by SANBI; Aboveground woody biomass (carbon values) collected from high resolution data in the Savannah (CSIR- DMt/ha at 100m resolution) or from lower resolution data for the rest of the country (1km).', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'Organisation', 'role': 'resource_provider', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'aboveground woody biomass', 'id': 'd70e9ece-6f66-425c-b968-27d8ca0e9b6f', 'name': 'aboveground woody biomass', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bush encroachment', 'id': '28f6b44a-fc87-4a0f-99a9-0fe35f0778f7', 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'ff1a6433-60ae-47f9-be2c-4fe1b6a51655', 'name': 'vegetation type', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000072', 'featured': 'false', 'id': 'ea094871-4e27-4a33-a109-e1db3e6c2864', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Data was derived from the following sources: * Extent of commercial wheat farming in Western Cape was obtained from the Department of Agriculture of the Western Cape (2014). * On such land, production of wheat was estimated from scaled net primary productivity (Schulze et. al.) with yield estimates applied to recent average (10 year) wheat production in the province, derived from Department of Agriculture Annual Statistics.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-25T13:19:55.863094', 'metadata_date': '2015-01-01T00:00', 'metadata_modified': '2025-10-16T10:20:04.385396', 'metadata_thumbnail': '', 'name': 'feasible_extraction_of_wheat_residues_in_the_western_cape-1', 'notes': 'Data was derived from the following sources: * Extent of commercial wheat farming in Western Cape was obtained from the Department of Agriculture of the Western Cape (2014). * On such land, production of wheat was estimated from scaled net primary productivity (Schulze et. al.) with yield estimates applied to recent average (10 year) wheat production in the province, derived from Department of Agriculture Annual Statistics. * Residue production was calculated based on a fixed percentage of the residue - 15% - allowing for soil conditioning (50%) and animal feed (35%).', 'num_resources': 1, 'num_tags': 9, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 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name	'featured'
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'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.7688413, '_creation_time': 1789476835.7688413}
title	'Featured Metadata records'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

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name	'topic_and_saeoss_themes'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Bioenergy&tags=SGB+systems&tags=Biophysical+variables&featured=true&tags=Optimum+growth+area' [GET]>
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name	'tags'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.7688413, '_creation_time': 1789476835.7688413}
title	'Tags'
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Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:04:49.448189', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T10:07:55.203305', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas-_passion_fruit_composite_of_all_criteria', 'notes': 'Passion fruit are believed to have originated from southern Brazil (Kenyaweb, 2005).The most commonly commercially grown of 55 edible species of passion fruit is Passiflora edulis, which consists of perennial woody vines with each producing about 100 fruits per year (RBGK, 2005). In South Africa passion fruit ideally requires a cool subtropical climate for optimum production (Smith, 1998). The vines prefer moderate temperatures throughout the year, with monthly means of daily maxima < 29 degree Celsius. The plants are sensitive to severe frosts, and monthly means of minimum temperatures should be > 6 degree Celsius (NDA, 2005). For commercial production under rainfed conditions MAP should ideally exceed 1 200 mm and be well distributed throughout the year (NDA, 2005), as it is important to maintain the soil moist throughout the growing season to keep the vines flowering and fruiting for longer periods and prevent the fruit from shriveling and falling prematurely (Kenyaweb, 2005). Total commercial production of passion fruit in South Africa is 1 300t per season, with a range (between 1998/9 - 2003/4) in more recent from 900 - 1 700 t (NDA, 2005).The gross value is R65 million/year (NDA, 2005). Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified. 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', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000186', 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:05:36.992639', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '9d64a80d-8520-4035-b2c0-64b3a5308189', 'last_modified': None, 'metadata_modified': '2025-10-17T10:05:36.987063', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'package_id': 'c4572749-eea1-477c-9288-cd523ceec03a', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/KDwnyqAwyrwkwrM?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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This multi-disciplinary study will begin at the start of implementation of two new MPAs (uThukela MPA and Protea Banks MPA, both proclaimed in 2019), and will generate the relevant data needed to underpin an evidence-based approach to adaptive management of the MPAs, within a “SMART” framework. This framework defines specific objectives for the different MPA zones; develops measurable indicators of success for each zone; sets achievable goals given the limited resources available for planning and management; ensures that the research findings are relevant (to both biodiversity and human stakeholders). This is a rare time-sensitive opportunity to conduct baseline surveys of the geology, benthic biodiversity (sessile and mobile species), reef-associated ichthyoplankton and mero-zooplankton and fish communities of mesophotic (40-150m) soft-coral and sponge-dominated reefs and submarine habitats located in three different management zones at initiation of management of two brand new MPAs, against which long-term monitoring data can be compared to assess the effectiveness of the MPAs in achieving their objectives. The balanced sampling design is such that it will also initiate a “natural experiment” that over time will investigate the effect of no-take zones on fish diversity and abundance, benthic community structure, and trophic complexity. This will also enable the determination of the value of the MPA for fisheries sustainability support and resilience to disturbances caused by extrinsic factors such as pollution or climate change. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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packages	[{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000179', 'featured': 'false', 'id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T11:08:39.531145', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:11:28.922543', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_papaya_composite_of_all_criteria', 'notes': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000179', 'name': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T11:09:12.315516', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '7e81d0b1-3193-41ab-bc15-c5cc65df8b56', 'last_modified': None, 'metadata_modified': '2025-10-17T11:09:12.305341', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria', 'package_id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/2yTF8TY7xDMA8fH?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:52:41.204356', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:03:29.674696', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_litchis_composite_of_all_criteria', 'notes': 'Litchis, Litchi chinensis, are indigenous to subtropical southern China and were first imported to South Africa from Mauritius in the 1870s (ARC, 2005). Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'num_resources': 1, 'num_tags': 9, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000104', 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:57:28.000498', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '0d6d7010-b440-48b4-b1f1-23f9e48ae3e9', 'last_modified': None, 'metadata_modified': '2025-10-17T10:57:27.994148', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'package_id': '84eba355-8f57-484b-b365-b008e6769b37', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/3E4cCsAMaj92xjw?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:04:49.448189', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T10:07:55.203305', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas-_passion_fruit_composite_of_all_criteria', 'notes': 'Passion fruit are believed to have originated from southern Brazil (Kenyaweb, 2005).The most commonly commercially grown of 55 edible species of passion fruit is Passiflora edulis, which consists of perennial woody vines with each producing about 100 fruits per year (RBGK, 2005). In South Africa passion fruit ideally requires a cool subtropical climate for optimum production (Smith, 1998). The vines prefer moderate temperatures throughout the year, with monthly means of daily maxima < 29 degree Celsius. The plants are sensitive to severe frosts, and monthly means of minimum temperatures should be > 6 degree Celsius (NDA, 2005). For commercial production under rainfed conditions MAP should ideally exceed 1 200 mm and be well distributed throughout the year (NDA, 2005), as it is important to maintain the soil moist throughout the growing season to keep the vines flowering and fruiting for longer periods and prevent the fruit from shriveling and falling prematurely (Kenyaweb, 2005). Total commercial production of passion fruit in South Africa is 1 300t per season, with a range (between 1998/9 - 2003/4) in more recent from 900 - 1 700 t (NDA, 2005).The gross value is R65 million/year (NDA, 2005). Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified. ', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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The NRF-SAIAB contributes to two National Operation Phakisa Labs through which South Africa has identified the potential to develop the Biodiversity Economy and the Blue Economy.', 'image_url': '2025-09-11-081630.579961SouthAfricanInstituteforAquaticBiodiversitylogo.svg.png', 'created': '2025-09-11T08:16:30.612011', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[31.52826, -29.426584], [31.577445, -29.426584], [31.577445, -29.372258], [31.52826, -29.372258], [31.52826, -29.426584]]]}', 'state': 'active', 'title': 'Bathymetry data collected from Zinkwazi, November 2021', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'T.Wanda@saiab.nrf.ac.za', 'individual_name': 'Thamsanqa Wanda', 'position_name': 'Geologist', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2023-01-27T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'http://doi.org/10.15493/NRF.SAIAB.20232511', 'name': 'bathymetry_data_collected_from_zinkwazi_november_2021'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-09-11T14:14:58.221011', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'a7c104c4-a7b7-4a0f-9ddc-3e2daf60f617', 'last_modified': None, 'metadata_modified': '2025-09-12T08:41:16.588713', 'mimetype': None, 'mimetype_inner': None, 'name': 'Bathymetry data collected from Zinkwazi, November 2021', 'package_id': 'ed816ac3-0461-4c85-b09f-16b54b0ad3f3', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://catalogue.saeon.ac.za/list/records/10.15493/NRF.SAIAB.20232511?search=68c2b42da71d058a420b0236&disableSidebar=false&showSearchBar=true', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Institute for Aquatic Biodiversity ', 'position_name': 'SAIAB', 'role': 'owner', 'website': 'https://nrfsaiab.wixsite.com/gemapocean'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': 'Makhanda', 'delivery_point': 'Somerset Street', 'postal_code': '6139'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Oceans', 'id': '2547e672-a968-4048-814b-29a682525254', 'name': 'Oceans', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'SGB systems', 'id': 'e90bd4d4-da24-418e-a5b1-f9d0cf063793', 'name': 'SGB systems', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bathymetry', 'id': '84d64091-149a-4cd4-bf97-f828e908fe76', 'name': 'bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'hydrographic', 'id': '903bf930-556a-402c-a784-3c57de8bc65b', 'name': 'hydrographic', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'multibeam bathymetry', 'id': '1fe9236d-3571-4fe0-9305-f1b40579e991', 'name': 'multibeam bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'reson', 'id': '4ff1fff4-deb9-4256-a9c0-f03802b2d0e7', 'name': 'reson', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'oceans'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/NRF.SAIAB.20232516', 'featured': 'false', 'id': '209cd0fd-d80b-492e-969e-e8223d010104', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. 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snippets/facet_list.html

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title	'Organizations'
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title	'Groups'
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name	'featured'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=Bioenergy&tags=SGB+systems&tags=Biophysical+variables&featured=true&tags=aboveground+woody+biomass' [GET]>
search_facets	{'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 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vulnerability', 'count': 1}, {'name': 'Forestry distribution', 'display_name': 'Forestry distribution', 'count': 4}, {'name': 'Farming', 'display_name': 'Farming', 'count': 3}, {'name': 'Environment', 'display_name': 'Environment', 'count': 9}, {'name': 'Energy', 'display_name': 'Energy', 'count': 2}, {'name': 'Economic vulnerability', 'display_name': 'Economic vulnerability', 'count': 1}, {'name': 'Demography', 'display_name': 'Demography', 'count': 1}, {'name': 'Commercial forestry', 'display_name': 'Commercial forestry', 'count': 5}, {'name': 'Commercial cropping system', 'display_name': 'Commercial cropping system', 'count': 1}, {'name': 'Commercial crop system', 'display_name': 'Commercial crop system', 'count': 2}, {'name': 'Commercial Crop Systems', 'display_name': 'Commercial Crop Systems', 'count': 2}, {'name': 'Climatology-Meteorology-Atmosphere', 'display_name': 'Climatology-Meteorology-Atmosphere', 'count': 2}, {'name': 'Climate science', 'display_name': 'Climate science', 'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 'harvest_source_title': {'title': 'harvest_source_title', 'items': []}, 'featured': {'title': 'featured', 'items': [{'name': 'true', 'display_name': 'true', 'count': 7}, {'name': 'false', 'display_name': 'false', 'count': 84}]}, 'topic_and_saeoss_themes': {'title': 'topic_and_saeoss_themes', 'items': [{'name': "{'iso_topic_category': 'oceans'}", 'display_name': "{'iso_topic_category': 'oceans'}", 'count': 17}, {'name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'display_name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'count': 38}, {'name': "{'iso_topic_category': 'farming'}", 'display_name': "{'iso_topic_category': 'farming'}", 'count': 3}, {'name': "{'iso_topic_category': 'environment'}", 'display_name': "{'iso_topic_category': 'environment'}", 'count': 9}, {'name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'display_name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'count': 2}, {'name': "{'iso_topic_category': 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.814211, '_creation_time': 1789476835.814211}
title	'Featured Metadata records'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

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name	'topic_and_saeoss_themes'
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'agriculture', 'display_name': 'agriculture', 'count': 8}, {'name': 'acacia mearnsii', 'display_name': 'acacia mearnsii', 'count': 1}, {'name': 'aboveground woody biomass', 'display_name': 'aboveground woody biomass', 'count': 1}, {'name': 'Socio-economic', 'display_name': 'Socio-economic', 'count': 2}, {'name': 'Settlement', 'display_name': 'Settlement', 'count': 2}, {'name': 'SPOT4', 'display_name': 'SPOT4', 'count': 2}, {'name': 'SPOT', 'display_name': 'SPOT', 'count': 1}, {'name': 'SGB systems', 'display_name': 'SGB systems', 'count': 7}, {'name': 'Optimum growth area', 'display_name': 'Optimum growth area', 'count': 5}, {'name': 'Oceans', 'display_name': 'Oceans', 'count': 17}, {'name': 'Municipalities', 'display_name': 'Municipalities', 'count': 1}, {'name': 'Images', 'display_name': 'Images', 'count': 2}, {'name': 'Imagery-Basemaps-Earth Cover', 'display_name': 'Imagery-Basemaps-Earth Cover', 'count': 38}, {'name': 'Hazards and vulnerability', 'display_name': 'Hazards and 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title	'Topic Category'
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title	'Tags'
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package	{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/NRF.SAIAB.20232509', 'featured': 'false', 'id': '9443de7a-7bf5-46e9-b05b-a457c4ce3486', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': ' This dataset consists of XYZ points below the sea surface and relative to the mean sea level. This data was collected under the ACEP SMART ZONES MPA project (2021 – 2023) using the ACEP Geophysics and Mapping Platform.",', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:01:12.019504', 'metadata_date': '202301-02-07T00:00', 'metadata_modified': '2025-09-12T08:45:39.553236', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_ballito_birthday_november_2021', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This multi-disciplinary study will begin at the start of implementation of two new MPAs (uThukela MPA and Protea Banks MPA, both proclaimed in 2019), and will generate the relevant data needed to underpin an evidence-based approach to adaptive management of the MPAs, within a “SMART” framework. This framework defines Specific objectives for the different MPA zones; develops measurable indicators of success for each zone; sets achievable goals given the limited resources available for planning and management; ensures that the research findings are relevant (to both biodiversity and human stakeholders). This is a rare time-sensitive opportunity to conduct baseline surveys of the geology, benthic biodiversity (sessile and mobile species), reef-associated ichthyoplankton and mero-zooplankton and fish communities of mesophotic (40-150m) soft-coral and sponge-dominated reefs and submarine habitats located in three different management zones at the initiation of management of two brand new MPAs, against which long-term monitoring data can be compared to assess the effectiveness of the MPAs in achieving their objectives. The balanced sampling design is such that it will also initiate a “natural experiment” that over time will investigate the effect of no-take zones on fish diversity and abundance, benthic community structure, and trophic complexity. This will also enable the determination of the value of the MPA for fisheries sustainability support and resilience to disturbances caused by extrinsic factors such as pollution or climate change. Additionally, this study will assess whether the zonation plan provides for representation of all reef and canyon types within each zone or if there is unbalanced coverage for certain reefs and in certain zones. This is important to assess at the initiation of the MPA, especially to ensure that the interpretation of monitoring results in future, which compare ecosystems and fish on reefs and canyons in the mesophotic zone, are not flawed by natural differences from the outset due to the selection of zone boundaries. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). The NRF-SAIAB contributes to two National Operation Phakisa Labs through which South Africa has identified the potential to develop the Biodiversity Economy and the Blue Economy.', 'image_url': '2025-09-11-081630.579961SouthAfricanInstituteforAquaticBiodiversitylogo.svg.png', 'created': '2025-09-11T08:16:30.612011', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[31.115365, -29.803761], [31.185535, -29.803761], [31.185535, -29.748017], [31.115365, -29.748017], [31.115365, -29.803761]]]}', 'state': 'active', 'title': 'Bathymetry data collected from Mobile Epibenthic Invertebrate Stations, November 2022', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'T.Wanda@saiab.nrf.ac.za', 'individual_name': 'Thamsanqa Wanda', 'position_name': 'Geologist', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2023-01-27T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'http://doi.org/10.15493/NRF.SAIAB.20232516', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-09-11T14:22:17.751814', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'f6492885-e526-4883-ba79-61a161dc0806', 'last_modified': None, 'metadata_modified': '2025-09-12T08:29:23.519836', 'mimetype': None, 'mimetype_inner': None, 'name': 'Bathymetry data collected from Mobile Epibenthic Invertebrate Stations, November 2022', 'package_id': '209cd0fd-d80b-492e-969e-e8223d010104', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://catalogue.saeon.ac.za/list/records/10.15493/NRF.SAIAB.20232516?search=68c2b42da71d058a420b0236&disableSidebar=false&showSearchBar=true', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Institute for Aquatic Biodiversity ', 'position_name': 'SAIAB', 'role': 'owner', 'website': 'https://nrfsaiab.wixsite.com/gemapocean'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': 'Makhanda', 'delivery_point': 'Somerset Street', 'postal_code': '6139'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Oceans', 'id': '2547e672-a968-4048-814b-29a682525254', 'name': 'Oceans', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'SGB systems', 'id': 'e90bd4d4-da24-418e-a5b1-f9d0cf063793', 'name': 'SGB systems', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bathymetry', 'id': '84d64091-149a-4cd4-bf97-f828e908fe76', 'name': 'bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'hydrographic', 'id': '903bf930-556a-402c-a784-3c57de8bc65b', 'name': 'hydrographic', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'multibeam bathymetry', 'id': '1fe9236d-3571-4fe0-9305-f1b40579e991', 'name': 'multibeam bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'reson', 'id': '4ff1fff4-deb9-4256-a9c0-f03802b2d0e7', 'name': 'reson', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'oceans'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '0b92035a-fbbd-4659-ac02-1454f5ea394d', 'doi': '', 'featured': 'true', 'id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. The Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T12:39:12.192204', 'metadata_date': '2025-08-27T14:38', 'metadata_modified': '2025-08-27T12:41:58.829540', 'metadata_thumbnail': '', 'name': '2024-sentinel-2q3-cloudless-mosaic-', 'notes': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. \r\n\r\nThe Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. \r\n\r\nThe packaged datasets processed by SANSA are subject to strict distribution controls. Only SANSA is authorized to distribute these datasets directly to government departments or other approved requesters. \r\n', 'num_resources': 1, 'num_tags': 0, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. SANSA also provides state-of-the-art facilities to monitor space weather, provide launch support and data downloads as well as supporting the growth of the local space industry.', 'image_url': '2025-07-31-061500.854757SANSALogo.jpg', 'created': '2025-04-01T13:27:03.699924', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': '2024 Sentinel-2 Q3 Cloudless Mosaic', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'www.sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2024-07-01T14:37', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Geo-Tiff', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 4, 'linkage': 'https://catalogue.sansa.org.za', 'name': 'Victoria Nkambule'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T12:39:48.023064', 'description': '', 'format': 'Geo-Tiff', 'format_version': '1.1', 'hash': '', 'id': 'd21990ce-ef77-4e5e-a6d7-e0bd0813fbd9', 'last_modified': None, 'metadata_modified': '2025-08-27T12:39:48.018121', 'mimetype': None, 'mimetype_inner': None, 'name': 'SANSA Catalogue', 'package_id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'www.sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'distributor', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': '0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:2 500', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'topic_and_saeoss_themes': [{'iso_topic_category': ''}], 'tags': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'true', 'id': '0d0ae595-b04e-43a1-8d14-3494e04588bf', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Landsat 09 acquired directly at the South African National Space Agency ground station (JSA) at and processed by the South African National Space Agency in, South Africa. The imagery includes multispectral bands at a spatial resolution of 30 m and a panchromatic band at 15 m covering South Africa. The images are processed to Level1 TP and provided the GeoTiff format. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T09:04:01.886407', 'metadata_date': '2025-08-25T00:00', 'metadata_modified': '2025-08-25T11:07:14.125686', 'metadata_thumbnail': '', 'name': '1999--2012-spot-4-satellite-imagery', 'notes': 'Landsat 09 acquired directly at the South African National Space Agency ground station (JSA) at and processed by the South African National Space Agency in, South Africa. The imagery includes multispectral bands at a spatial resolution of 30 m and a panchromatic band at 15 m covering South Africa. The images are processed to Level1 TP and provided the GeoTiff format. ', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. SANSA also provides state-of-the-art facilities to monitor space weather, provide launch support and data downloads as well as supporting the growth of the local space industry.', 'image_url': '2025-07-31-061500.854757SANSALogo.jpg', 'created': '2025-04-01T13:27:03.699924', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': '2023 Landsat 09 satellite imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'SANSA customer services', 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2023-12-31T10:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'PDF,xml', 'version': '1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 4, 'linkage': 'https://catalogue.sansa.org.za', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-25T09:04:10.188007', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '20e4ca57-257f-48d6-a495-3ce9c943f062', 'last_modified': None, 'metadata_modified': '2025-08-25T09:04:10.180972', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '0d0ae595-b04e-43a1-8d14-3494e04588bf', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'resource_provider', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': ' 0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:30000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '007'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'true', 'id': '501f756d-cce7-47e7-b5ff-a20c16063093', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SPOT 4 acquired and processed by the South African National Space Agency (then Satellite Application Centre) in South Africa. SPOT 4 images with a spatial resolution of 20m (4 band multispectral(I)) and 10m panchromatic (M), processed to level 1A. The images were acquired between 22 September and 28 December 2010 covering some parts of South Africa and delivered in GeoTiff format', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T10:37:59.621810', 'metadata_date': '2025-08-25T10:00', 'metadata_modified': '2025-08-25T10:39:31.888193', 'metadata_thumbnail': '', 'name': '2010-spot4-satellite-imagery', 'notes': 'SPOT 4 acquired and processed by the South African National Space Agency (then Satellite Application Centre) in South Africa. SPOT 4 images with a spatial resolution of 20m (4 band multispectral(I)) and 10m panchromatic (M), processed to level 1A. The images were acquired between 22 September and 28 December 2010 covering some parts of South Africa and delivered in GeoTiff format', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. SANSA also provides state-of-the-art facilities to monitor space weather, provide launch support and data downloads as well as supporting the growth of the local space industry.', 'image_url': '2025-07-31-061500.854757SANSALogo.jpg', 'created': '2025-04-01T13:27:03.699924', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': '2010 SPOT 4 Satellite Imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'SANSA customer services', 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2010-12-31T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'PDF,xml', 'version': '1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 5, 'linkage': 'https://catalogue.sansa.org.za', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-25T10:38:21.790239', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '4e7365b6-aec4-4379-bf79-77af092d2c53', 'last_modified': None, 'metadata_modified': '2025-08-25T10:38:21.781442', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '501f756d-cce7-47e7-b5ff-a20c16063093', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'resource_provider', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': ' 0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:20000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '007'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'SPOT4', 'id': 'a63ef0d8-4f14-43e4-936e-bd2e0678d428', 'name': 'SPOT4', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'true', 'id': '6daeea1e-704e-45f9-a38a-7898073d1108', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SPOT 4 acquired and processed by the South African National Space Agency (then Satellite Application Centre) in South Africa. 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From December 2013 to 30 May 2025 the information extracted from these databases were verified and supplemented with official environment application documentation where available, such as application forms, EIA reports, Environmental Authorisations, and lapse letters. Such documentation was primarily provided by DFFE. In cases where documentation was not available from DFFE it was sourced from project websites. In some instances where official documentation was not available from DFFE applicants or their consultants were also contacted to obtain or verify information. 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package/search.html

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search_url_params	'tags=Bioenergy&tags=SGB+systems&tags=Biophysical+variables&tags=aboveground+woody+biomass&featured=true'
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476835.814211, '_creation_time': 1789476835.814211}
sort_by	functools.partial(<function _sort_by at 0x7f834dc440d0>, [('tags', 'Bioenergy'), ('tags', 'SGB systems'), ('tags', 'Biophysical variables'), ('tags', 'aboveground woody biomass'), ('featured', 'true')], 'dataset')
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
title	'Featured Metadata records'
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title	'Topic Category'
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name	'tags'
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search_facets	{'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5099494, '_creation_time': 1789476836.5099494}
title	'Tags'
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Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T11:08:39.531145', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:11:28.922543', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_papaya_composite_of_all_criteria', 'notes': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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package	{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000186', 'featured': 'false', 'id': 'c4572749-eea1-477c-9288-cd523ceec03a', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': ' Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:04:49.448189', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T10:07:55.203305', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas-_passion_fruit_composite_of_all_criteria', 'notes': 'Passion fruit are believed to have originated from southern Brazil (Kenyaweb, 2005).The most commonly commercially grown of 55 edible species of passion fruit is Passiflora edulis, which consists of perennial woody vines with each producing about 100 fruits per year (RBGK, 2005). In South Africa passion fruit ideally requires a cool subtropical climate for optimum production (Smith, 1998). The vines prefer moderate temperatures throughout the year, with monthly means of daily maxima < 29 degree Celsius. The plants are sensitive to severe frosts, and monthly means of minimum temperatures should be > 6 degree Celsius (NDA, 2005). For commercial production under rainfed conditions MAP should ideally exceed 1 200 mm and be well distributed throughout the year (NDA, 2005), as it is important to maintain the soil moist throughout the growing season to keep the vines flowering and fruiting for longer periods and prevent the fruit from shriveling and falling prematurely (Kenyaweb, 2005). Total commercial production of passion fruit in South Africa is 1 300t per season, with a range (between 1998/9 - 2003/4) in more recent from 900 - 1 700 t (NDA, 2005).The gross value is R65 million/year (NDA, 2005). Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified. ', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T11:08:39.531145', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:11:28.922543', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_papaya_composite_of_all_criteria', 'notes': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). 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Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. 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Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:52:41.204356', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:03:29.674696', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_litchis_composite_of_all_criteria', 'notes': 'Litchis, Litchi chinensis, are indigenous to subtropical southern China and were first imported to South Africa from Mauritius in the 1870s (ARC, 2005). Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'num_resources': 1, 'num_tags': 9, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000104', 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:57:28.000498', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '0d6d7010-b440-48b4-b1f1-23f9e48ae3e9', 'last_modified': None, 'metadata_modified': '2025-10-17T10:57:27.994148', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'package_id': '84eba355-8f57-484b-b365-b008e6769b37', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/3E4cCsAMaj92xjw?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:04:49.448189', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T10:07:55.203305', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas-_passion_fruit_composite_of_all_criteria', 'notes': 'Passion fruit are believed to have originated from southern Brazil (Kenyaweb, 2005).The most commonly commercially grown of 55 edible species of passion fruit is Passiflora edulis, which consists of perennial woody vines with each producing about 100 fruits per year (RBGK, 2005). In South Africa passion fruit ideally requires a cool subtropical climate for optimum production (Smith, 1998). The vines prefer moderate temperatures throughout the year, with monthly means of daily maxima < 29 degree Celsius. The plants are sensitive to severe frosts, and monthly means of minimum temperatures should be > 6 degree Celsius (NDA, 2005). For commercial production under rainfed conditions MAP should ideally exceed 1 200 mm and be well distributed throughout the year (NDA, 2005), as it is important to maintain the soil moist throughout the growing season to keep the vines flowering and fruiting for longer periods and prevent the fruit from shriveling and falling prematurely (Kenyaweb, 2005). Total commercial production of passion fruit in South Africa is 1 300t per season, with a range (between 1998/9 - 2003/4) in more recent from 900 - 1 700 t (NDA, 2005).The gross value is R65 million/year (NDA, 2005). Criteria for climatically optimum growth areas for passion fruit were refined by Bower (2005). Six criteria were identified and using the 1` x 1` gridded information on temperature related parameters derived by Schulze and Maharaj (2004), the following criteria were mapped: Criterion 1: > 330 days per year with a minimum temperature exceeding 2 degree Celsius; Criterion 2: Fewer than 2 consecutive days per annum with minimum temperatures < -2 degree Celsius; Criterion 3: There should not be > 3 consecutive frost days per annum; Criterion 4: In total, there should be < 25 days per annum with frost; Criterion 5: Maximum temperatures should be < 28 degree Celsius on at least 25 days of each month; Criterion 6: Maximum temperatures should not exceed 35 degree Celsius on any two consecutive days per month. Mapped criteria were given either categorical or probabilistic weightings and when the six maps were superimposed, suitable and less suitable climatically optimum growth areas could be identified. ', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000186', 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:05:36.992639', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '9d64a80d-8520-4035-b2c0-64b3a5308189', 'last_modified': None, 'metadata_modified': '2025-10-17T10:05:36.987063', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas (Passion Fruit) Composite Of All Criteria', 'package_id': 'c4572749-eea1-477c-9288-cd523ceec03a', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/KDwnyqAwyrwkwrM?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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This cool climate species grows optimally at MATs ranging from 14 - 17 degree Celsius and MAPs > 725 mm (Kunz, 2004).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T09:56:44.152758', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:59:18.993025', 'metadata_thumbnail': '', 'name': 'climatically_suitable_growth_areas_for_eucalyptus_badjensis', 'notes': 'Eucalyptus badjensis, or the commonly named Badger Gum, is a medium to fast growing tall and low maintenance tree which can withstand low to moderate soil moisture (Australia plants, 2004). This cool climate species grows optimally at MATs ranging from 14 - 17 degree Celsius and MAPs > 725 mm (Kunz, 2004).', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Suitable Growth Areas for Eucalyptus badjensis', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000034', 'name': 'Climatically Suitable Growth Areas for Eucalyptus badjensis'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T09:57:25.829177', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '5d641cd0-6b18-47dc-9510-a564d9b939ad', 'last_modified': None, 'metadata_modified': '2025-10-17T09:57:25.820623', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Suitable Growth Areas for Eucalyptus badjensis', 'package_id': '9eacac9c-41d1-4a96-8f89-899790ceddcc', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/sD5Bteyo7ZaJ8Nz?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. 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It is a cool climate species, growing optimally at MATs between 14 and 18 degree Celsius. E. benthamii is less tolerant of low MAPs than E. badjensis, with > 850 mm MAP required for optimal growth (Kunz, 2004).This species is susceptible to snow damage (Kunz, 2004).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T09:11:46.432943', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:40:33.467393', 'metadata_thumbnail': '', 'name': 'climatically_suitable_growth_areas_for_eucalyptus_benthamii', 'notes': 'Commonly named the Camden White Oak, Eucalyptus benthamii, is a tall, smooth-barked. It is a cool climate species, growing optimally at MATs between 14 and 18 degree Celsius. E. benthamii is less tolerant of low MAPs than E. badjensis, with > 850 mm MAP required for optimal growth (Kunz, 2004).This species is susceptible to snow damage (Kunz, 2004).', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. 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'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5392566, '_creation_time': 1789476836.5392566}
title	'Featured Metadata records'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

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name	'topic_and_saeoss_themes'
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title	'Topic Category'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476836.5392566, '_creation_time': 1789476836.5392566}
title	'Tags'
ungettext	<function ungettext at 0x7f836cbfe670>

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package	{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/NRF.SAIAB.20232509', 'featured': 'false', 'id': '9443de7a-7bf5-46e9-b05b-a457c4ce3486', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': ' This dataset consists of XYZ points below the sea surface and relative to the mean sea level. This data was collected under the ACEP SMART ZONES MPA project (2021 – 2023) using the ACEP Geophysics and Mapping Platform.",', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:01:12.019504', 'metadata_date': '202301-02-07T00:00', 'metadata_modified': '2025-09-12T08:45:39.553236', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_ballito_birthday_november_2021', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This multi-disciplinary study will begin at the start of implementation of two new MPAs (uThukela MPA and Protea Banks MPA, both proclaimed in 2019), and will generate the relevant data needed to underpin an evidence-based approach to adaptive management of the MPAs, within a “SMART” framework. This framework defines Specific objectives for the different MPA zones; develops measurable indicators of success for each zone; sets achievable goals given the limited resources available for planning and management; ensures that the research findings are relevant (to both biodiversity and human stakeholders). This is a rare time-sensitive opportunity to conduct baseline surveys of the geology, benthic biodiversity (sessile and mobile species), reef-associated ichthyoplankton and mero-zooplankton and fish communities of mesophotic (40-150m) soft-coral and sponge-dominated reefs and submarine habitats located in three different management zones at the initiation of management of two brand new MPAs, against which long-term monitoring data can be compared to assess the effectiveness of the MPAs in achieving their objectives. The balanced sampling design is such that it will also initiate a “natural experiment” that over time will investigate the effect of no-take zones on fish diversity and abundance, benthic community structure, and trophic complexity. This will also enable the determination of the value of the MPA for fisheries sustainability support and resilience to disturbances caused by extrinsic factors such as pollution or climate change. Additionally, this study will assess whether the zonation plan provides for representation of all reef and canyon types within each zone or if there is unbalanced coverage for certain reefs and in certain zones. This is important to assess at the initiation of the MPA, especially to ensure that the interpretation of monitoring results in future, which compare ecosystems and fish on reefs and canyons in the mesophotic zone, are not flawed by natural differences from the outset due to the selection of zone boundaries. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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The NRF-SAIAB contributes to two National Operation Phakisa Labs through which South Africa has identified the potential to develop the Biodiversity Economy and the Blue Economy.', 'image_url': '2025-09-11-081630.579961SouthAfricanInstituteforAquaticBiodiversitylogo.svg.png', 'created': '2025-09-11T08:16:30.612011', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[31.52826, -29.426584], [31.577445, -29.426584], [31.577445, -29.372258], [31.52826, -29.372258], [31.52826, -29.426584]]]}', 'state': 'active', 'title': 'Bathymetry data collected from Zinkwazi, November 2021', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'T.Wanda@saiab.nrf.ac.za', 'individual_name': 'Thamsanqa Wanda', 'position_name': 'Geologist', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2023-01-27T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'http://doi.org/10.15493/NRF.SAIAB.20232511', 'name': 'bathymetry_data_collected_from_zinkwazi_november_2021'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-09-11T14:14:58.221011', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'a7c104c4-a7b7-4a0f-9ddc-3e2daf60f617', 'last_modified': None, 'metadata_modified': '2025-09-12T08:41:16.588713', 'mimetype': None, 'mimetype_inner': None, 'name': 'Bathymetry data collected from Zinkwazi, November 2021', 'package_id': 'ed816ac3-0461-4c85-b09f-16b54b0ad3f3', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://catalogue.saeon.ac.za/list/records/10.15493/NRF.SAIAB.20232511?search=68c2b42da71d058a420b0236&disableSidebar=false&showSearchBar=true', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Institute for Aquatic Biodiversity ', 'position_name': 'SAIAB', 'role': 'owner', 'website': 'https://nrfsaiab.wixsite.com/gemapocean'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': 'Makhanda', 'delivery_point': 'Somerset Street', 'postal_code': '6139'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Oceans', 'id': '2547e672-a968-4048-814b-29a682525254', 'name': 'Oceans', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'SGB systems', 'id': 'e90bd4d4-da24-418e-a5b1-f9d0cf063793', 'name': 'SGB systems', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bathymetry', 'id': '84d64091-149a-4cd4-bf97-f828e908fe76', 'name': 'bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'hydrographic', 'id': '903bf930-556a-402c-a784-3c57de8bc65b', 'name': 'hydrographic', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'multibeam bathymetry', 'id': '1fe9236d-3571-4fe0-9305-f1b40579e991', 'name': 'multibeam bathymetry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'reson', 'id': '4ff1fff4-deb9-4256-a9c0-f03802b2d0e7', 'name': 'reson', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'oceans'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/NRF.SAIAB.20232516', 'featured': 'false', 'id': '209cd0fd-d80b-492e-969e-e8223d010104', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. 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spatial/snippets/spatial_query.html

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snippets/temporal_query.html

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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476840.3600576, '_creation_time': 1789476840.3600576}
title	'Organizations'
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session	{'_domain': None, '_path': '/', '_accessed_time': 1789476840.3600576, '_creation_time': 1789476840.3600576}
title	'Groups'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/facet_list.html

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name	'harvest_source_title'
request	<Request 'http://saeoss.sansa.org.za/dataset/?tags=agriculture&tags=Imagery-Basemaps-Earth+Cover&tags=growth+areas&tags=mesozones&organization=municipal-demarcation-board&tags=SGB+systems' [GET]>
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'potential', 'count': 2}, {'name': 'pinus taeda', 'display_name': 'pinus taeda', 'count': 2}, {'name': 'multibeam bathymetry', 'display_name': 'multibeam bathymetry', 'count': 7}, {'name': 'mesozones', 'display_name': 'mesozones', 'count': 3}, {'name': 'mean annual temperature', 'display_name': 'mean annual temperature', 'count': 2}, {'name': 'mean annual precipitation', 'display_name': 'mean annual precipitation', 'count': 2}, {'name': 'marine environment monitoring', 'display_name': 'marine environment monitoring', 'count': 2}, {'name': 'land use', 'display_name': 'land use', 'count': 3}, {'name': 'land cover', 'display_name': 'land cover', 'count': 3}, {'name': 'hydrographic', 'display_name': 'hydrographic', 'count': 7}, {'name': 'growth areas', 'display_name': 'growth areas', 'count': 6}, {'name': 'general', 'display_name': 'general', 'count': 7}, {'name': 'biomass', 'display_name': 'biomass', 'count': 6}, {'name': 'bathymetry', 'display_name': 'bathymetry', 'count': 13}, {'name': 'agriculture', 'display_name': 'agriculture', 'count': 8}, {'name': 'acacia mearnsii', 'display_name': 'acacia mearnsii', 'count': 1}, {'name': 'aboveground woody biomass', 'display_name': 'aboveground woody biomass', 'count': 1}, {'name': 'Socio-economic', 'display_name': 'Socio-economic', 'count': 2}, {'name': 'Settlement', 'display_name': 'Settlement', 'count': 2}, {'name': 'SPOT4', 'display_name': 'SPOT4', 'count': 2}, {'name': 'SPOT', 'display_name': 'SPOT', 'count': 1}, {'name': 'SGB systems', 'display_name': 'SGB systems', 'count': 7}, {'name': 'Optimum growth area', 'display_name': 'Optimum growth area', 'count': 5}, {'name': 'Oceans', 'display_name': 'Oceans', 'count': 17}, {'name': 'Municipalities', 'display_name': 'Municipalities', 'count': 1}, {'name': 'Images', 'display_name': 'Images', 'count': 2}, {'name': 'Imagery-Basemaps-Earth Cover', 'display_name': 'Imagery-Basemaps-Earth Cover', 'count': 38}, {'name': 'Hazards and vulnerability', 'display_name': 'Hazards and vulnerability', 'count': 1}, {'name': 'Forestry distribution', 'display_name': 'Forestry distribution', 'count': 4}, {'name': 'Farming', 'display_name': 'Farming', 'count': 3}, {'name': 'Environment', 'display_name': 'Environment', 'count': 9}, {'name': 'Energy', 'display_name': 'Energy', 'count': 2}, {'name': 'Economic vulnerability', 'display_name': 'Economic vulnerability', 'count': 1}, {'name': 'Demography', 'display_name': 'Demography', 'count': 1}, {'name': 'Commercial forestry', 'display_name': 'Commercial forestry', 'count': 5}, {'name': 'Commercial cropping system', 'display_name': 'Commercial cropping system', 'count': 1}, {'name': 'Commercial crop system', 'display_name': 'Commercial crop system', 'count': 2}, {'name': 'Commercial Crop Systems', 'display_name': 'Commercial Crop Systems', 'count': 2}, {'name': 'Climatology-Meteorology-Atmosphere', 'display_name': 'Climatology-Meteorology-Atmosphere', 'count': 2}, {'name': 'Climate science', 'display_name': 'Climate science', 'count': 1}, {'name': 'Boundaries', 'display_name': 'Boundaries', 'count': 3}, {'name': 'Biophysical variables', 'display_name': 'Biophysical variables', 'count': 1}, {'name': 'Bioenergy', 'display_name': 'Bioenergy', 'count': 3}, {'name': 'Agriculture', 'display_name': 'Agriculture', 'count': 5}, {'name': 'Acacia mearnsii', 'display_name': 'Acacia mearnsii', 'count': 1}]}, 'res_format': {'title': 'res_format', 'items': [{'name': 'url', 'display_name': 'url', 'count': 1}, {'name': 'SHP', 'display_name': 'SHP', 'count': 3}, {'name': 'PDF', 'display_name': 'PDF', 'count': 9}, {'name': 'JSON', 'display_name': 'JSON', 'count': 7}, {'name': 'Geo-Tiff', 'display_name': 'Geo-Tiff', 'count': 1}, {'name': 'GEOMAP', 'display_name': 'GEOMAP', 'count': 6}, {'name': '/', 'display_name': '/', 'count': 2}, {'name': '.geotiff', 'display_name': '.geotiff', 'count': 1}, {'name': '.geoTIFF', 'display_name': '.geoTIFF', 'count': 1}]}, 'license_id': {'title': 'license_id', 'items': []}, 'harvest_source_title': {'title': 'harvest_source_title', 'items': []}, 'featured': {'title': 'featured', 'items': [{'name': 'true', 'display_name': 'true', 'count': 7}, {'name': 'false', 'display_name': 'false', 'count': 84}]}, 'topic_and_saeoss_themes': {'title': 'topic_and_saeoss_themes', 'items': [{'name': "{'iso_topic_category': 'oceans'}", 'display_name': "{'iso_topic_category': 'oceans'}", 'count': 17}, {'name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'display_name': "{'iso_topic_category': 'imageryBaseMapsEarthCover'}", 'count': 38}, {'name': "{'iso_topic_category': 'farming'}", 'display_name': "{'iso_topic_category': 'farming'}", 'count': 3}, {'name': "{'iso_topic_category': 'environment'}", 'display_name': "{'iso_topic_category': 'environment'}", 'count': 9}, {'name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'display_name': "{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}", 'count': 2}, {'name': "{'iso_topic_category': 'boundaries'}", 'display_name': "{'iso_topic_category': 'boundaries'}", 'count': 3}, {'name': "{'iso_topic_category': ''}", 'display_name': "{'iso_topic_category': ''}", 'count': 12}]}}
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476840.3600576, '_creation_time': 1789476840.3600576}
title	'Harvest source'
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/home_breadcrumb_item.html

Variable	Value
c	<flask.g of 'ckan.config.middleware.flask_app'>
g	<flask.g of 'ckan.config.middleware.flask_app'>
h	{'redirect_to': <function redirect_to at 0x7f836a770d30>, 'url': <function url at 0x7f836a770e50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7f836a770dc0>, 'url_for': <function url_for at 0x7f836a772040>, 'url_for_static': <function url_for_static at 0x7f836a7721f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7f836a772280>, 'is_url': <function is_url at 0x7f836a772310>, 'url_is_local': <function url_is_local at 0x7f836a772430>, 'full_current_url': <function full_current_url at 0x7f836a7724c0>, 'current_url': <function current_url at 0x7f836a772550>, 'lang': <function lang at 0x7f836a7725e0>, 'ckan_version': <function ckan_version at 0x7f836a772670>, 'lang_native_name': <function lang_native_name at 0x7f836a772700>, 'is_rtl_language': <function is_rtl_language at 0x7f836a772790>, 'get_rtl_theme': <function get_rtl_theme at 0x7f836a772820>, 'get_rtl_css': <function get_rtl_css at 0x7f836a7728b0>, 'flash_notice': <function flash_notice at 0x7f836a772940>, 'flash_error': <function flash_error at 0x7f836a772dc0>, 'flash_success': <function flash_success at 0x7f836a772e50>, 'are_there_flash_messages': <function are_there_flash_messages at 0x7f836a772ee0>, 'link_to': <function link_to at 0x7f836a7733a0>, 'file': <function file at 0x7f836a773430>, 'submit': <function submit at 0x7f836a7734c0>, 'nav_link': <function nav_link at 0x7f836a773550>, 'nav_named_link': <function nav_named_link at 0x7f836a773820>, 'subnav_link': <function subnav_link at 0x7f836a773940>, 'subnav_named_route': <function subnav_named_route at 0x7f836a773a60>, 'build_nav_main': <function build_pages_nav_main at 0x7f834dc48f70>, 'build_nav_icon': <function build_nav_icon at 0x7f836a773af0>, 'build_nav': <function build_nav at 0x7f836a773b80>, 'build_extra_admin_nav': <function build_extra_admin_nav at 0x7f836a773ca0>, 'default_group_type': <function default_group_type at 0x7f836a773dc0>, 'get_facet_items_dict': <function get_facet_items_dict at 0x7f836a773e50>, 'has_more_facets': <function has_more_facets at 0x7f836a773ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7f836a773f70>, 'get_facet_title': <function get_facet_title at 0x7f836a6f5160>, 'get_param_int': <function get_param_int at 0x7f836a6f5040>, 'sorted_extras': <function sorted_extras at 0x7f836a6f5280>, 'check_access': <function check_access at 0x7f836a6f5310>, 'get_action': <function get_action at 0x7f836a6f54c0>, 'linked_user': <function linked_user at 0x7f836a6f53a0>, 'group_name_to_title': <function group_name_to_title at 0x7f836a6f5550>, 'truncate': <function truncate at 0x7f836a6f55e0>, 'markdown_extract': <function markdown_extract at 0x7f836a6f5670>, 'icon_url': <function icon_url at 0x7f836a6f5700>, 'icon_html': <function icon_html at 0x7f836a6f5790>, 'icon': <function icon at 0x7f836a6f5820>, 'resource_icon': <function resource_icon at 0x7f836a6f58b0>, 'format_icon': <function format_icon at 0x7f836a6f5940>, 'dict_list_reduce': <function dict_list_reduce at 0x7f836a6f59d0>, 'gravatar': <function gravatar at 0x7f836a6f5a60>, 'sanitize_url': <function sanitize_url at 0x7f836a6f5af0>, 'user_image': <function user_image at 0x7f836a6f5b80>, 'pager_url': <function pager_url at 0x7f836a6f5c10>, 'get_page_number': <function get_page_number at 0x7f836a6f5ca0>, 'get_display_timezone': <function get_display_timezone at 0x7f836a6f5d30>, 'render_datetime': <function render_datetime at 0x7f836a6f5dc0>, 'date_str_to_datetime': <function date_str_to_datetime at 0x7f836a6f5e50>, 'parse_rfc_2822_date': <function parse_rfc_2822_date at 0x7f836a6f5ee0>, 'time_ago_from_timestamp': <function time_ago_from_timestamp at 0x7f836a6f5f70>, 'button_attr': <function button_attr at 0x7f836a6f6280>, 'dataset_display_name': <function dataset_display_name at 0x7f836a6f6310>, 'dataset_link': <function dataset_link at 0x7f836a6f63a0>, 'resource_display_name': <function resource_display_name at 0x7f836a6f6430>, 'resource_link': <function resource_link at 0x7f836a6f64c0>, 'tag_link': <function tag_link at 0x7f836a6f6550>, 'group_link': <function group_link at 0x7f836a6f65e0>, 'organization_link': <function organization_link at 0x7f836a6f6670>, 'dump_json': <function dump_json at 0x7f836a6f6700>, 'auto_log_message': <function auto_log_message at 0x7f836a6f6790>, 'activity_div': <function activity_div at 0x7f836a6f6820>, 'snippet': <function snippet at 0x7f836a6f68b0>, 'convert_to_dict': <function convert_to_dict at 0x7f836a6f6940>, 'follow_button': <function follow_button at 0x7f836a6f69d0>, 'follow_count': <function follow_count at 0x7f836a6f6a60>, 'add_url_param': <function add_url_param at 0x7f836a6f6b80>, 'remove_url_param': <function remove_url_param at 0x7f836a6f6c10>, 'include_resource': <function include_resource at 0x7f836a6f6ca0>, 'urls_for_resource': <function urls_for_resource at 0x7f836a6f6d30>, 'debug_inspect': <function debug_inspect at 0x7f836a6f6dc0>, 'popular': <function popular at 0x7f836a6f6e50>, 'groups_available': <function groups_available at 0x7f836a6f6ee0>, 'organizations_available': <function organizations_available at 0x7f836a6f6f70>, 'roles_translated': <function roles_translated at 0x7f836a6f7040>, 'user_in_org_or_group': <function user_in_org_or_group at 0x7f836a6f70d0>, 'dashboard_activity_stream': <function dashboard_activity_stream at 0x7f836a6f7160>, 'recently_changed_packages_activity_stream': <function recently_changed_packages_activity_stream at 0x7f836a6f71f0>, 'escape_js': <function escape_js at 0x7f836a6f7280>, 'get_pkg_dict_extra': <function get_pkg_dict_extra at 0x7f836a6f7310>, 'get_request_param': <function get_request_param at 0x7f836a6f73a0>, 'html_auto_link': <function html_auto_link at 0x7f836a6f7430>, 'render_markdown': <function render_markdown at 0x7f836a6f74c0>, 'format_resource_items': <function format_resource_items at 0x7f836a6f7550>, 'resource_preview': <function resource_preview at 0x7f836a6f75e0>, 'get_allowed_view_types': <function get_allowed_view_types at 0x7f836a6f7670>, 'rendered_resource_view': <function rendered_resource_view at 0x7f836a6f7700>, 'view_resource_url': <bound method ResourceProxy.view_resource_url of <Plugin ResourceProxy 'resource_proxy'>>, 'resource_view_is_filterable': <function resource_view_is_filterable at 0x7f836a6f7820>, 'resource_view_get_fields': <function resource_view_get_fields at 0x7f836a6f78b0>, 'resource_view_is_iframed': <function resource_view_is_iframed at 0x7f836a6f7940>, 'resource_view_icon': <function resource_view_icon at 0x7f836a6f79d0>, 'resource_view_display_preview': <function resource_view_display_preview at 0x7f836a6f7a60>, 'resource_view_full_page': <function resource_view_full_page at 0x7f836a6f7af0>, 'remove_linebreaks': <function remove_linebreaks at 0x7f836a6f7b80>, 'list_dict_filter': <function list_dict_filter at 0x7f836a6f7c10>, 'SI_number_span': <function SI_number_span at 0x7f836a6f7ca0>, 'new_activities': <function new_activities at 0x7f836a6f7d30>, 'uploads_enabled': <function uploads_enabled at 0x7f836a6f7dc0>, 'get_featured_organizations': <function get_featured_organizations at 0x7f836a6f7e50>, 'get_featured_groups': <function get_featured_groups at 0x7f836a6f7ee0>, 'featured_group_org': <function featured_group_org at 0x7f836a6f7f70>, 'get_site_statistics': <function get_site_statistics at 0x7f836a6f8040>, 'resource_formats': <function resource_formats at 0x7f836a6f80d0>, 'unified_resource_format': <function unified_resource_format at 0x7f836a6f8160>, 'check_config_permission': <function check_config_permission at 0x7f836a6f81f0>, 'get_organization': <function get_organization at 0x7f836a6f8280>, 'license_options': <function license_options at 0x7f836a6f8310>, 'get_translated': <function get_translated at 0x7f836a6f83a0>, 'facets': <function facets at 0x7f836a6f8430>, 'mail_to': <function mail_to at 0x7f836a6f84c0>, 'radio': <function radio at 0x7f836a6f8550>, 'clean_html': <function clean_html at 0x7f836a6f85e0>, 'flash': <ckan.lib.helpers._Flash object at 0x7f836a763610>, 'localised_number': <function localised_number at 0x7f836b9a6310>, 'localised_SI_number': <function localised_SI_number at 0x7f836b9a6430>, 'localised_nice_date': <function localised_nice_date at 0x7f836b9a61f0>, 'localised_filesize': <function localised_filesize at 0x7f836b9a63a0>, 'get_available_locales': <function get_available_locales at 0x7f836caf9ca0>, 'get_locales_dict': <function get_locales_dict at 0x7f836caf9c10>, 'literal': <class 'ckan.lib.helpers.literal'>, 'asbool': <function asbool at 0x7f836cbfeee0>, 'urlencode': <function urlencode at 0x7f836e7c1ca0>, 'include_asset': <function include_asset at 0x7f836a770820>, 'render_assets': <function render_assets at 0x7f836a770940>, 'sanitize_id': <function sanitize_id at 0x7f836a6f8700>, 'compare_pkg_dicts': <function compare_pkg_dicts at 0x7f836a6f8790>, 'activity_list_select': <function activity_list_select at 0x7f836a6f8820>, 'get_collaborators': <function get_collaborators at 0x7f836a6f88b0>, 'can_update_owner_org': <function can_update_owner_org at 0x7f836a6f8940>, 'check_ckan_version': <function check_ckan_version at 0x7f836a6f89d0>, 'csrf_input': <function csrf_input at 0x7f836a6f8a60>, 'saeoss_default_spatial_search_extent': functools.partial(<function get_default_spatial_search_extent at 0x7f834d56cdc0>, 0.001), 'default_bounding_box': <function get_default_bounding_box at 0x7f834d56ce50>, 'convert_geojson_to_bounding_box': <function convert_geojson_to_bbox at 0x7f834d56cee0>, 'extent_to_bbox': <function convert_string_extent_to_bbox at 0x7f834d56cf70>, 'saeoss_themes': <function get_saeoss_themes at 0x7f834d5b74c0>, 'iso_topic_categories': <function get_iso_topic_categories at 0x7f834d56cca0>, 'get_iso_topic_display': <function get_iso_topic_display at 0x7f834d56cd30>, 'saeoss_show_version': <function helper_show_version at 0x7f834d54e040>, 'user_is_org_member': <function user_is_org_member at 0x7f834d54e0d0>, 'org_member_list': <function org_member_list at 0x7f834d54e160>, 'user_is_staff_member': <function user_is_staff_member at 0x7f834d54e1f0>, 'get_featured_datasets': <function get_featured_datasets at 0x7f834d54e310>, 'get_recently_modified_datasets': <function get_recently_modified_datasets at 0x7f834d54e430>, 'get_all_datasets_count': <function get_all_datasets_count at 0x7f834d54e4c0>, 'saeoss_org_memberships': <function get_org_memberships at 0x7f834d54e790>, 'mod_scheming_flatten_subfield': <function mod_scheming_flatten_subfield at 0x7f834d54e820>, 'get_today_date': <function get_today_date at 0x7f834d54e940>, 'get_maintenance_custom_other_field_data': <function get_maintenance_custom_other_field_data at 0x7f834d54e8b0>, 'get_release': <function get_current_release at 0x7f834d54e9d0>, 'get_saved_searches': <function get_saved_searches at 0x7f834d54eaf0>, 'get_recent_news': <function get_recent_news at 0x7f834d54ed30>, 'get_featured_datasets_count': <function get_featured_datasets_count at 0x7f834d54e3a0>, 'get_user_name': <function get_user_name at 0x7f834d54eb80>, 'get_user_name_from_url': <function get_user_name_from_url at 0x7f834d54eca0>, 'get_user_id': <function get_user_id at 0x7f834d54ec10>, 'get_seo_metatags': <function get_seo_metatags at 0x7f834d54edc0>, 'get_datasets_thumbnail': <function get_datasets_thumbnail at 0x7f834d54e670>, 'get_year': <function get_year at 0x7f834d54ee50>, 'get_user_dashboard_packages': <function get_user_dashboard_packages at 0x7f834d54eee0>, 'get_org_public_records_count': <function get_org_public_records_count at 0x7f834d54e5e0>, 'group_package_count': <function group_package_count at 0x7f834d54e550>, 'render_content': <function render_content at 0x7f834dc665e0>, 'get_wysiwyg_editor': <function get_wysiwyg_editor at 0x7f834dc72b80>, 'get_recent_blog_posts': <function get_recent_blog_posts at 0x7f834dc72c10>, 'pages_get_plus_icon': <function get_plus_icon at 0x7f834dc72ca0>, 'scheming_language_text': <function scheming_language_text at 0x7f834dd2cd30>, 'scheming_field_choices': <function scheming_field_choices at 0x7f834dd2cdc0>, 'scheming_choices_label': <function scheming_choices_label at 0x7f834dd2ce50>, 'scheming_datastore_choices': <function scheming_datastore_choices at 0x7f834dd2cee0>, 'scheming_field_required': <function scheming_field_required at 0x7f834dd2cb80>, 'scheming_dataset_schemas': <function scheming_dataset_schemas at 0x7f834dd2cf70>, 'scheming_get_presets': <function scheming_get_presets at 0x7f834dd2cc10>, 'scheming_get_preset': <function scheming_get_preset at 0x7f834dca3040>, 'scheming_get_dataset_schema': <function scheming_get_dataset_schema at 0x7f834dca30d0>, 'scheming_get_dataset_form_pages': <function scheming_get_dataset_form_pages at 0x7f834dca3160>, 'scheming_group_schemas': <function scheming_group_schemas at 0x7f834dca31f0>, 'scheming_get_group_schema': <function scheming_get_group_schema at 0x7f834dca3280>, 'scheming_organization_schemas': <function scheming_organization_schemas at 0x7f834dca3310>, 'scheming_get_organization_schema': <function scheming_get_organization_schema at 0x7f834dca33a0>, 'scheming_get_schema': <function scheming_get_schema at 0x7f834dca3430>, 'scheming_field_by_name': <function scheming_field_by_name at 0x7f834dca34c0>, 'scheming_datetime_to_utc': <function scheming_datetime_to_utc at 0x7f834dca35e0>, 'scheming_datetime_to_tz': <function scheming_datetime_to_tz at 0x7f834dca3670>, 'scheming_get_timezones': <function scheming_get_timezones at 0x7f834dca3700>, 'scheming_display_json_value': <function scheming_display_json_value at 0x7f834dca3790>, 'scheming_render_from_string': <function scheming_render_from_string at 0x7f834dca3820>, 'scheming_flatten_subfield': <function scheming_flatten_subfield at 0x7f834dca38b0>, 'get_common_map_config_shp': <function get_common_map_config at 0x7f834dd09670>, 'get_shapefile_viewer_config': <function get_shapefile_viewer_config at 0x7f834dd09700>, 'get_common_map_config_wmts': <function get_common_map_config at 0x7f834dd09670>, 'get_common_map_config_geojson': <function get_common_map_config at 0x7f834dd09670>, 'geojson_get_max_file_size': <function get_max_file_size at 0x7f834dd09790>, 'get_common_map_config_geoviews': <function get_common_map_config at 0x7f834dd09670>, 'get_openlayers_viewer_config': <function get_openlayers_viewer_config at 0x7f834dd09820>, 'get_reference_date': <function get_reference_date at 0x7f8343d07af0>, 'get_responsible_party': <function get_responsible_party at 0x7f8343d07b80>, 'get_common_map_config': <function get_common_map_config at 0x7f8343d07c10>, 'package_list_for_source': <function package_list_for_source at 0x7f8343d07e50>, 'package_count_for_source': <function package_count_for_source at 0x7f8343d07ee0>, 'harvesters_info': <function harvesters_info at 0x7f8343d07f70>, 'harvester_types': <function harvester_types at 0x7f8343d0f040>, 'harvest_frequencies': <function harvest_frequencies at 0x7f8343d0f0d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7f8343d0f160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7f8343d0f1f0>, 'bootstrap_version': <function bootstrap_version at 0x7f8343d0f280>, 'get_harvest_source': <function get_harvest_source at 0x7f8343d07dc0>, 'get_map_config': <function get_mapview_config at 0x7f836856f550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7f836856f5e0>}
request	<Request 'http://saeoss.sansa.org.za/organization/about/https-www-elections-org-za-pw' [GET]>
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476844.755201, '_creation_time': 1789476844.755201}
ungettext	<function ungettext at 0x7f836cbfe670>

snippets/organization.html

Variable	Value
c	<flask.g of 'ckan.config.middleware.flask_app'>
g	<flask.g of 'ckan.config.middleware.flask_app'>
group_type	'organization'
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organization	{'approval_status': 'approved', 'created': '2025-09-29T11:56:08.555482', 'description': 'Vision: \r\nTo be a pre-eminent leader in electoral democracy.\r\n\r\nMission: \r\nThe Electoral Commission is an independent constitutional body which manages free and fair elections of legislative bodies and institutions through the participation of citizens, political parties and civil society in deepening electoral democracy.\r\n\r\nValues: \r\nTo enable the Electoral Commission to serve the needs of stakeholders, including the electorate, political parties, the media and permanent and temporary staff.', 'display_name': 'Electoral Commission of South Africa', 'id': 'cd4548bc-2b4d-4459-96c8-45b3221f4a97', 'image_display_url': 'https://saeoss.sansa.org.za/uploads/group/2025-09-30-081804.097422IECLogoSA.jpg', 'image_url': '2025-09-30-081804.097422IECLogoSA.jpg', 'is_organization': True, 'name': 'https-www-elections-org-za-pw', 'num_followers': 1, 'package_count': 91, 'state': 'active', 'title': 'Electoral Commission of South Africa', 'type': 'organization', 'users': [{'about': None, 'activity_streams_email_notifications': False, 'capacity': 'editor', 'created': '2025-09-30T07:31:28.059770', 'display_name': 'Colin Coleman', 'email_hash': 'f67d97bc89c63bd854cd38856689d32e', 'fullname': 'Colin Coleman', 'id': '65810361-e63a-4cf5-b91f-99544a9716e0', 'image_display_url': 'https://saeoss.sansa.org.za/uploads/user/2025-09-30-073128.031777Colin.jpg', 'image_url': '2025-09-30-073128.031777Colin.jpg', 'name': 'colemanc', 'number_created_packages': 0, 'state': 'active', 'sysadmin': False}, {'about': '', 'activity_streams_email_notifications': False, 'capacity': 'admin', 'created': '2025-09-29T06:54:19.703120', 'display_name': 'Christopher Ueckermann', 'email_hash': '4aa0d3db782516dcb89e67b81caed68f', 'fullname': 'Christopher Ueckermann', 'id': '336a59fd-485f-43e7-a0ac-207218e046e9', 'image_display_url': '', 'image_url': '', 'name': 'ueckermannmc', 'number_created_packages': 0, 'state': 'active', 'sysadmin': False}], 'extras': [], 'tags': [], 'groups': []}
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snippets/organization.html

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get_facet_items_dict at 0x7f836a773e50>, 'has_more_facets': <function has_more_facets at 0x7f836a773ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7f836a773f70>, 'get_facet_title': <function get_facet_title at 0x7f836a6f5160>, 'get_param_int': <function get_param_int at 0x7f836a6f5040>, 'sorted_extras': <function sorted_extras at 0x7f836a6f5280>, 'check_access': <function check_access at 0x7f836a6f5310>, 'get_action': <function get_action at 0x7f836a6f54c0>, 'linked_user': <function linked_user at 0x7f836a6f53a0>, 'group_name_to_title': <function group_name_to_title at 0x7f836a6f5550>, 'truncate': <function truncate at 0x7f836a6f55e0>, 'markdown_extract': <function markdown_extract at 0x7f836a6f5670>, 'icon_url': <function icon_url at 0x7f836a6f5700>, 'icon_html': <function icon_html at 0x7f836a6f5790>, 'icon': <function icon at 0x7f836a6f5820>, 'resource_icon': <function resource_icon at 0x7f836a6f58b0>, 'format_icon': <function format_icon at 0x7f836a6f5940>, 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'resource_link': <function resource_link at 0x7f836a6f64c0>, 'tag_link': <function tag_link at 0x7f836a6f6550>, 'group_link': <function group_link at 0x7f836a6f65e0>, 'organization_link': <function organization_link at 0x7f836a6f6670>, 'dump_json': <function dump_json at 0x7f836a6f6700>, 'auto_log_message': <function auto_log_message at 0x7f836a6f6790>, 'activity_div': <function activity_div at 0x7f836a6f6820>, 'snippet': <function snippet at 0x7f836a6f68b0>, 'convert_to_dict': <function convert_to_dict at 0x7f836a6f6940>, 'follow_button': <function follow_button at 0x7f836a6f69d0>, 'follow_count': <function follow_count at 0x7f836a6f6a60>, 'add_url_param': <function add_url_param at 0x7f836a6f6b80>, 'remove_url_param': <function remove_url_param at 0x7f836a6f6c10>, 'include_resource': <function include_resource at 0x7f836a6f6ca0>, 'urls_for_resource': <function urls_for_resource at 0x7f836a6f6d30>, 'debug_inspect': <function debug_inspect at 0x7f836a6f6dc0>, 'popular': <function popular at 0x7f836a6f6e50>, 'groups_available': <function groups_available at 0x7f836a6f6ee0>, 'organizations_available': <function organizations_available at 0x7f836a6f6f70>, 'roles_translated': <function roles_translated at 0x7f836a6f7040>, 'user_in_org_or_group': <function user_in_org_or_group at 0x7f836a6f70d0>, 'dashboard_activity_stream': <function dashboard_activity_stream at 0x7f836a6f7160>, 'recently_changed_packages_activity_stream': <function recently_changed_packages_activity_stream at 0x7f836a6f71f0>, 'escape_js': <function escape_js at 0x7f836a6f7280>, 'get_pkg_dict_extra': <function get_pkg_dict_extra at 0x7f836a6f7310>, 'get_request_param': <function get_request_param at 0x7f836a6f73a0>, 'html_auto_link': <function html_auto_link at 0x7f836a6f7430>, 'render_markdown': <function render_markdown at 0x7f836a6f74c0>, 'format_resource_items': <function format_resource_items at 0x7f836a6f7550>, 'resource_preview': <function resource_preview at 0x7f836a6f75e0>, 'get_allowed_view_types': <function get_allowed_view_types at 0x7f836a6f7670>, 'rendered_resource_view': <function rendered_resource_view at 0x7f836a6f7700>, 'view_resource_url': <bound method ResourceProxy.view_resource_url of <Plugin ResourceProxy 'resource_proxy'>>, 'resource_view_is_filterable': <function resource_view_is_filterable at 0x7f836a6f7820>, 'resource_view_get_fields': <function resource_view_get_fields at 0x7f836a6f78b0>, 'resource_view_is_iframed': <function resource_view_is_iframed at 0x7f836a6f7940>, 'resource_view_icon': <function resource_view_icon at 0x7f836a6f79d0>, 'resource_view_display_preview': <function resource_view_display_preview at 0x7f836a6f7a60>, 'resource_view_full_page': <function resource_view_full_page at 0x7f836a6f7af0>, 'remove_linebreaks': <function remove_linebreaks at 0x7f836a6f7b80>, 'list_dict_filter': <function list_dict_filter at 0x7f836a6f7c10>, 'SI_number_span': <function SI_number_span at 0x7f836a6f7ca0>, 'new_activities': <function new_activities at 0x7f836a6f7d30>, 'uploads_enabled': <function uploads_enabled at 0x7f836a6f7dc0>, 'get_featured_organizations': <function get_featured_organizations at 0x7f836a6f7e50>, 'get_featured_groups': <function get_featured_groups at 0x7f836a6f7ee0>, 'featured_group_org': <function featured_group_org at 0x7f836a6f7f70>, 'get_site_statistics': <function get_site_statistics at 0x7f836a6f8040>, 'resource_formats': <function resource_formats at 0x7f836a6f80d0>, 'unified_resource_format': <function unified_resource_format at 0x7f836a6f8160>, 'check_config_permission': <function check_config_permission at 0x7f836a6f81f0>, 'get_organization': <function get_organization at 0x7f836a6f8280>, 'license_options': <function license_options at 0x7f836a6f8310>, 'get_translated': <function get_translated at 0x7f836a6f83a0>, 'facets': <function facets at 0x7f836a6f8430>, 'mail_to': <function mail_to at 0x7f836a6f84c0>, 'radio': <function radio at 0x7f836a6f8550>, 'clean_html': <function clean_html at 0x7f836a6f85e0>, 'flash': <ckan.lib.helpers._Flash object at 0x7f836a763610>, 'localised_number': <function localised_number at 0x7f836b9a6310>, 'localised_SI_number': <function localised_SI_number at 0x7f836b9a6430>, 'localised_nice_date': <function localised_nice_date at 0x7f836b9a61f0>, 'localised_filesize': <function localised_filesize at 0x7f836b9a63a0>, 'get_available_locales': <function get_available_locales at 0x7f836caf9ca0>, 'get_locales_dict': <function get_locales_dict at 0x7f836caf9c10>, 'literal': <class 'ckan.lib.helpers.literal'>, 'asbool': <function asbool at 0x7f836cbfeee0>, 'urlencode': <function urlencode at 0x7f836e7c1ca0>, 'include_asset': <function include_asset at 0x7f836a770820>, 'render_assets': <function render_assets at 0x7f836a770940>, 'sanitize_id': <function sanitize_id at 0x7f836a6f8700>, 'compare_pkg_dicts': <function compare_pkg_dicts at 0x7f836a6f8790>, 'activity_list_select': <function activity_list_select at 0x7f836a6f8820>, 'get_collaborators': <function get_collaborators at 0x7f836a6f88b0>, 'can_update_owner_org': <function can_update_owner_org at 0x7f836a6f8940>, 'check_ckan_version': <function check_ckan_version at 0x7f836a6f89d0>, 'csrf_input': <function csrf_input at 0x7f836a6f8a60>, 'saeoss_default_spatial_search_extent': functools.partial(<function get_default_spatial_search_extent at 0x7f834d56cdc0>, 0.001), 'default_bounding_box': <function get_default_bounding_box at 0x7f834d56ce50>, 'convert_geojson_to_bounding_box': <function convert_geojson_to_bbox at 0x7f834d56cee0>, 'extent_to_bbox': <function convert_string_extent_to_bbox at 0x7f834d56cf70>, 'saeoss_themes': <function get_saeoss_themes at 0x7f834d5b74c0>, 'iso_topic_categories': <function get_iso_topic_categories at 0x7f834d56cca0>, 'get_iso_topic_display': <function get_iso_topic_display at 0x7f834d56cd30>, 'saeoss_show_version': <function helper_show_version at 0x7f834d54e040>, 'user_is_org_member': <function user_is_org_member at 0x7f834d54e0d0>, 'org_member_list': <function org_member_list at 0x7f834d54e160>, 'user_is_staff_member': <function user_is_staff_member at 0x7f834d54e1f0>, 'get_featured_datasets': <function get_featured_datasets at 0x7f834d54e310>, 'get_recently_modified_datasets': <function get_recently_modified_datasets at 0x7f834d54e430>, 'get_all_datasets_count': <function get_all_datasets_count at 0x7f834d54e4c0>, 'saeoss_org_memberships': <function get_org_memberships at 0x7f834d54e790>, 'mod_scheming_flatten_subfield': <function mod_scheming_flatten_subfield at 0x7f834d54e820>, 'get_today_date': <function get_today_date at 0x7f834d54e940>, 'get_maintenance_custom_other_field_data': <function get_maintenance_custom_other_field_data at 0x7f834d54e8b0>, 'get_release': <function get_current_release at 0x7f834d54e9d0>, 'get_saved_searches': <function get_saved_searches at 0x7f834d54eaf0>, 'get_recent_news': <function get_recent_news at 0x7f834d54ed30>, 'get_featured_datasets_count': <function get_featured_datasets_count at 0x7f834d54e3a0>, 'get_user_name': <function get_user_name at 0x7f834d54eb80>, 'get_user_name_from_url': <function get_user_name_from_url at 0x7f834d54eca0>, 'get_user_id': <function get_user_id at 0x7f834d54ec10>, 'get_seo_metatags': <function get_seo_metatags at 0x7f834d54edc0>, 'get_datasets_thumbnail': <function get_datasets_thumbnail at 0x7f834d54e670>, 'get_year': <function get_year at 0x7f834d54ee50>, 'get_user_dashboard_packages': <function get_user_dashboard_packages at 0x7f834d54eee0>, 'get_org_public_records_count': <function get_org_public_records_count at 0x7f834d54e5e0>, 'group_package_count': <function group_package_count at 0x7f834d54e550>, 'render_content': <function render_content at 0x7f834dc665e0>, 'get_wysiwyg_editor': <function get_wysiwyg_editor at 0x7f834dc72b80>, 'get_recent_blog_posts': <function get_recent_blog_posts at 0x7f834dc72c10>, 'pages_get_plus_icon': <function get_plus_icon at 0x7f834dc72ca0>, 'scheming_language_text': <function scheming_language_text at 0x7f834dd2cd30>, 'scheming_field_choices': <function scheming_field_choices at 0x7f834dd2cdc0>, 'scheming_choices_label': <function scheming_choices_label at 0x7f834dd2ce50>, 'scheming_datastore_choices': <function scheming_datastore_choices at 0x7f834dd2cee0>, 'scheming_field_required': <function scheming_field_required at 0x7f834dd2cb80>, 'scheming_dataset_schemas': <function scheming_dataset_schemas at 0x7f834dd2cf70>, 'scheming_get_presets': <function scheming_get_presets at 0x7f834dd2cc10>, 'scheming_get_preset': <function scheming_get_preset at 0x7f834dca3040>, 'scheming_get_dataset_schema': <function scheming_get_dataset_schema at 0x7f834dca30d0>, 'scheming_get_dataset_form_pages': <function scheming_get_dataset_form_pages at 0x7f834dca3160>, 'scheming_group_schemas': <function scheming_group_schemas at 0x7f834dca31f0>, 'scheming_get_group_schema': <function scheming_get_group_schema at 0x7f834dca3280>, 'scheming_organization_schemas': <function scheming_organization_schemas at 0x7f834dca3310>, 'scheming_get_organization_schema': <function scheming_get_organization_schema at 0x7f834dca33a0>, 'scheming_get_schema': <function scheming_get_schema at 0x7f834dca3430>, 'scheming_field_by_name': <function scheming_field_by_name at 0x7f834dca34c0>, 'scheming_datetime_to_utc': <function scheming_datetime_to_utc at 0x7f834dca35e0>, 'scheming_datetime_to_tz': <function scheming_datetime_to_tz at 0x7f834dca3670>, 'scheming_get_timezones': <function scheming_get_timezones at 0x7f834dca3700>, 'scheming_display_json_value': <function scheming_display_json_value at 0x7f834dca3790>, 'scheming_render_from_string': <function scheming_render_from_string at 0x7f834dca3820>, 'scheming_flatten_subfield': <function scheming_flatten_subfield at 0x7f834dca38b0>, 'get_common_map_config_shp': <function get_common_map_config at 0x7f834dd09670>, 'get_shapefile_viewer_config': <function get_shapefile_viewer_config at 0x7f834dd09700>, 'get_common_map_config_wmts': <function get_common_map_config at 0x7f834dd09670>, 'get_common_map_config_geojson': <function get_common_map_config at 0x7f834dd09670>, 'geojson_get_max_file_size': <function get_max_file_size at 0x7f834dd09790>, 'get_common_map_config_geoviews': <function get_common_map_config at 0x7f834dd09670>, 'get_openlayers_viewer_config': <function get_openlayers_viewer_config at 0x7f834dd09820>, 'get_reference_date': <function get_reference_date at 0x7f8343d07af0>, 'get_responsible_party': <function get_responsible_party at 0x7f8343d07b80>, 'get_common_map_config': <function get_common_map_config at 0x7f8343d07c10>, 'package_list_for_source': <function package_list_for_source at 0x7f8343d07e50>, 'package_count_for_source': <function package_count_for_source at 0x7f8343d07ee0>, 'harvesters_info': <function harvesters_info at 0x7f8343d07f70>, 'harvester_types': <function harvester_types at 0x7f8343d0f040>, 'harvest_frequencies': <function harvest_frequencies at 0x7f8343d0f0d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7f8343d0f160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7f8343d0f1f0>, 'bootstrap_version': <function bootstrap_version at 0x7f8343d0f280>, 'get_harvest_source': <function get_harvest_source at 0x7f8343d07dc0>, 'get_map_config': <function get_mapview_config at 0x7f836856f550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7f836856f5e0>}
request	<Request 'http://saeoss.sansa.org.za/organization/about/https-www-elections-org-za-pw' [GET]>
session	{'_domain': None, '_path': '/', '_accessed_time': 1789476844.755201, '_creation_time': 1789476844.755201}
ungettext	<function ungettext at 0x7f836cbfe670>

SQLAlchemy queries

Queries Unavailable

The toolbar was unable to fetch the SQLAlchemy queries for this request. To enable the SQLAlchemy query display, please:

Install required libraries:
- Flask-SQLAlchemy
Configure Flask-SQLAlchemy:

The Flask-SQLAlchemy extension needs to be configured for this application. Please see the Flask-SQLAlchemy documentation for details.

Log Messages

No messages logged.

Route List

URL route	Endpoint name	HTTP methods	Is alias	Redirect to
/	home.index	GET, HEAD, OPTIONS	False	None
/<path:filename>	static	GET, HEAD, OPTIONS	False	None
/about	home.about	GET, HEAD, OPTIONS	False	None
/about/	about.index	GET, HEAD, OPTIONS	False	None
/api/	api.get_api	GET, HEAD, OPTIONS	False	None
/api/2/rest/harvestobject/<id>/html	spatial_harvest_metadata.harvest_object_redirect_html	GET, HEAD, OPTIONS	False	None
/api/2/rest/harvestobject/<id>/xml	spatial_harvest_metadata.harvest_object_redirect_xml	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/i18n/<lang>	api.i18n_js_translations	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/dataset/autocomplete	api.dataset_autocomplete	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/group/autocomplete	api.group_autocomplete	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/organization/autocomplete	api.organization_autocomplete	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/resource/format_autocomplete	api.format_autocomplete	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/snippet/<snippet_path>	api.snippet	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/tag/autocomplete	api.tag_autocomplete	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=2):ver>/util/user/autocomplete	api.user_autocomplete	GET, HEAD, OPTIONS	False	None
/api/<int(min=1, max=3):ver>	api.get_api	GET, HEAD, OPTIONS	False	None
/api/<int(min=3, max=3):ver>/action/<logic_function>	api.action	GET, HEAD, OPTIONS, POST	False	None
/api/action/<logic_function>	api.action	GET, HEAD, OPTIONS, POST	False	None
/api/i18n/<lang>	api.i18n_js_translations	GET, HEAD, OPTIONS	False	None
/api/util/dataset/autocomplete	api.dataset_autocomplete	GET, HEAD, OPTIONS	False	None
/api/util/group/autocomplete	api.group_autocomplete	GET, HEAD, OPTIONS	False	None
/api/util/organization/autocomplete	api.organization_autocomplete	GET, HEAD, OPTIONS	False	None
/api/util/resource/format_autocomplete	api.format_autocomplete	GET, HEAD, OPTIONS	False	None
/api/util/snippet/<snippet_path>	api.snippet	GET, HEAD, OPTIONS	False	None
/api/util/tag/autocomplete	api.tag_autocomplete	GET, HEAD, OPTIONS	False	None
/api/util/user/autocomplete	api.user_autocomplete	GET, HEAD, OPTIONS	False	None
/basemap_service/<map_id>	service_proxy.proxy_service_url	GET, HEAD, OPTIONS	False	None
/blog	pages.blog_index	GET, HEAD, OPTIONS	False	None
/blog/<page>	pages.blog_show	GET, HEAD, OPTIONS	False	None
/blog_delete/<page>	pages.blog_delete	GET, HEAD, OPTIONS, POST	False	None
/blog_edit	pages.blog_new	GET, HEAD, OPTIONS, POST	False	None
/blog_edit/	pages.blog_new	GET, HEAD, OPTIONS, POST	False	None
/blog_edit/<page>	pages.blog_edit	GET, HEAD, OPTIONS, POST	False	None
/ckan-admin/	admin.index	GET, HEAD, OPTIONS	False	None
/ckan-admin/config	admin.config	GET, HEAD, OPTIONS, POST	False	None
/ckan-admin/reset_config	admin.reset_config	GET, HEAD, OPTIONS, POST	False	None
/ckan-admin/trash	admin.trash	GET, HEAD, OPTIONS, POST	False	None
/contact/	contact.index	GET, HEAD, OPTIONS	False	None
/dashboard/	dashboard.index	GET, HEAD, OPTIONS	False	None
/dashboard/<int:offset>	dashboard.index	GET, HEAD, OPTIONS	False	None
/dashboard/datasets	dashboard.datasets	GET, HEAD, OPTIONS	False	None
/dashboard/groups	dashboard.groups	GET, HEAD, OPTIONS	False	None
/dashboard/organizations	dashboard.organizations	GET, HEAD, OPTIONS	False	None
/dataset/	dataset.search	GET, HEAD, OPTIONS	False	None
/dataset/<id>	dataset.read	GET, HEAD, OPTIONS	False	None
/dataset/<id>/history	dataset.history	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>	dataset_resource.read	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>	resource.read	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/delete	dataset_resource.delete	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/delete	resource.delete	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/download	dataset_resource.download	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/download	resource.download	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/download/<filename>	dataset_resource.download	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/download/<filename>	resource.download	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/edit	dataset_resource.edit	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/edit	resource.edit	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/edit_view/<view_id>	dataset_resource.edit_view	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/edit_view/<view_id>	resource.edit_view	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/embed	dataset_resource.embedded_dataviewer	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/embed	resource.embedded_dataviewer	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/new_view	dataset_resource.edit_view	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/new_view	resource.edit_view	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/<resource_id>/preview	dataset_resource.datapreview	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/preview	resource.datapreview	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/proxy	resource_proxy.proxy_view	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/service_proxy	service_proxy.proxy_service	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/view	dataset_resource.view	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/view	resource.view	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/view/<view_id>	dataset_resource.view	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/view/<view_id>	resource.view	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/viewer	dataset_resource.embedded_dataviewer	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/viewer	resource.embedded_dataviewer	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/views	dataset_resource.views	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/<resource_id>/views	resource.views	GET, HEAD, OPTIONS	False	None
/dataset/<id>/resource/new	dataset_resource.new	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource/new	resource.new	GET, HEAD, OPTIONS, POST	False	None
/dataset/<id>/resource_edit/<resource_id>	dataset.EditView	GET, HEAD, OPTIONS	False	None
/dataset/activity/<id>	dataset.activity	GET, HEAD, OPTIONS	False	None
/dataset/changes/<id>	dataset.changes	GET, HEAD, OPTIONS	False	None
/dataset/changes_multiple	dataset.changes_multiple	GET, HEAD, OPTIONS	False	None
/dataset/delete/<id>	dataset.delete	GET, HEAD, OPTIONS, POST	False	None
/dataset/edit/<id>	dataset.edit	GET, HEAD, OPTIONS, POST	False	None
/dataset/file_parser/	file_parser.extract_files	GET, HEAD, OPTIONS, POST	False	None
/dataset/follow/<id>	dataset.follow	OPTIONS, POST	False	None
/dataset/followers/<id>	dataset.followers	GET, HEAD, OPTIONS	False	None
/dataset/groups/<id>	dataset.groups	GET, HEAD, OPTIONS, POST	False	None
/dataset/harvest_object/<id>	harvester.object_show	GET, HEAD, OPTIONS	False	None
/dataset/new	dataset.new	GET, HEAD, OPTIONS, POST	False	None
/dataset/new_resource/<id>	dataset.CreateView	GET, HEAD, OPTIONS	False	None
/dataset/resources/<id>	dataset.resources	GET, HEAD, OPTIONS	False	None
/dataset/unfollow/<id>	dataset.unfollow	OPTIONS, POST	False	None
/feeds/custom.atom	feeds.custom	GET, HEAD, OPTIONS	False	None
/feeds/dataset.atom	feeds.general	GET, HEAD, OPTIONS	False	None
/feeds/group/<string:id>.atom	feeds.group	GET, HEAD, OPTIONS	False	None
/feeds/organization/<string:id>.atom	feeds.organization	GET, HEAD, OPTIONS	False	None
/feeds/tag/<string:id>.atom	feeds.tag	GET, HEAD, OPTIONS	False	None
/group/	group.index	GET, HEAD, OPTIONS	False	None
/group/<id>	group.read	GET, HEAD, OPTIONS	False	None
/group/about/<id>	group.about	GET, HEAD, OPTIONS	False	None
/group/activity/<id>	group.activity	GET, HEAD, OPTIONS, POST	False	None
/group/activity/<id>/<int:offset>	group.activity	GET, HEAD, OPTIONS	False	None
/group/admins/<id>	group.admins	GET, HEAD, OPTIONS, POST	False	None
/group/bulk_process/<id>	group.bulk_process	GET, HEAD, OPTIONS, POST	False	None
/group/delete/<id>	group.delete	GET, HEAD, OPTIONS, POST	False	None
/group/edit/<id>	group.edit	GET, HEAD, OPTIONS, POST	False	None
/group/follow/<id>	group.follow	GET, HEAD, OPTIONS, POST	False	None
/group/followers/<id>	group.followers	GET, HEAD, OPTIONS, POST	False	None
/group/history/<id>	group.history	GET, HEAD, OPTIONS, POST	False	None
/group/member_delete/<id>	group.member_delete	GET, HEAD, OPTIONS, POST	False	None
/group/member_new/<id>	group.member_new	GET, HEAD, OPTIONS, POST	False	None
/group/members/<id>	group.members	GET, HEAD, OPTIONS, POST	False	None
/group/new	group.new	GET, HEAD, OPTIONS, POST	False	None
/group/pages/<id>	pages.group_pages_index	GET, HEAD, OPTIONS	False	None
/group/pages/<id>/<page>	pages.group_pages_show	GET, HEAD, OPTIONS	False	None
/group/pages_delete/<id>/<page>	pages.group_pages_delete	GET, HEAD, OPTIONS, POST	False	None
/group/pages_edit/<id>	pages.group_pages_new	GET, HEAD, OPTIONS, POST	False	None
/group/pages_edit/<id>/	pages.group_pages_new	GET, HEAD, OPTIONS, POST	False	None
/group/pages_edit/<id>/<page>	pages.group_pages_edit	GET, HEAD, OPTIONS, POST	False	None
/group/unfollow/<id>	group.unfollow	GET, HEAD, OPTIONS, POST	False	None
/harvest/	harvest.search	GET, HEAD, OPTIONS	False	None
/harvest/<id>	harvest.read	GET, HEAD, OPTIONS	False	None
/harvest/<id>/history	harvest.history	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>	harvest_resource.read	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/delete	harvest_resource.delete	GET, HEAD, OPTIONS, POST	False	None
/harvest/<id>/resource/<resource_id>/download	harvest_resource.download	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/download/<filename>	harvest_resource.download	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/edit	harvest_resource.edit	GET, HEAD, OPTIONS, POST	False	None
/harvest/<id>/resource/<resource_id>/edit_view/<view_id>	harvest_resource.edit_view	GET, HEAD, OPTIONS, POST	False	None
/harvest/<id>/resource/<resource_id>/embed	harvest_resource.embedded_dataviewer	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/new_view	harvest_resource.edit_view	GET, HEAD, OPTIONS, POST	False	None
/harvest/<id>/resource/<resource_id>/preview	harvest_resource.datapreview	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/view	harvest_resource.view	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/view/<view_id>	harvest_resource.view	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/viewer	harvest_resource.embedded_dataviewer	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/<resource_id>/views	harvest_resource.views	GET, HEAD, OPTIONS	False	None
/harvest/<id>/resource/new	harvest_resource.new	GET, HEAD, OPTIONS, POST	False	None
/harvest/<id>/resource_edit/<resource_id>	harvest.EditView	GET, HEAD, OPTIONS	False	None
/harvest/<source>/job	harvester.job_list	GET, HEAD, OPTIONS	False	None
/harvest/<source>/job/<id>	harvester.job_show	GET, HEAD, OPTIONS	False	None
/harvest/<source>/job/<id>/abort	harvester.job_abort	GET, HEAD, OPTIONS	False	None
/harvest/<source>/job/last	harvester.job_show_last	GET, HEAD, OPTIONS	False	None
/harvest/about/<id>	harvester.about	GET, HEAD, OPTIONS	False	None
/harvest/activity/<id>	harvest.activity	GET, HEAD, OPTIONS	False	None
/harvest/admin/<id>	harvester.admin	GET, HEAD, OPTIONS	False	None
/harvest/changes/<id>	harvest.changes	GET, HEAD, OPTIONS	False	None
/harvest/changes_multiple	harvest.changes_multiple	GET, HEAD, OPTIONS	False	None
/harvest/clear/<id>	harvester.clear	GET, HEAD, OPTIONS, POST	False	None
/harvest/delete/<id>	harvester.delete	GET, HEAD, OPTIONS	False	None
/harvest/delete/<id>	harvest.delete	GET, HEAD, OPTIONS, POST	False	None
/harvest/edit/<id>	harvest.edit	GET, HEAD, OPTIONS, POST	False	None
/harvest/follow/<id>	harvest.follow	OPTIONS, POST	False	None
/harvest/followers/<id>	harvest.followers	GET, HEAD, OPTIONS	False	None
/harvest/groups/<id>	harvest.groups	GET, HEAD, OPTIONS, POST	False	None
/harvest/new	harvest.new	GET, HEAD, OPTIONS, POST	False	None
/harvest/new_resource/<id>	harvest.CreateView	GET, HEAD, OPTIONS	False	None
/harvest/object/<id>	harvester.object_show	GET, HEAD, OPTIONS	False	None
/harvest/object/<id>/html	spatial_harvest_metadata.display_html	GET, HEAD, OPTIONS	False	None
/harvest/object/<id>/html/original	spatial_harvest_metadata.display_html_original	GET, HEAD, OPTIONS	False	None
/harvest/object/<id>/original	spatial_harvest_metadata.display_xml_original	GET, HEAD, OPTIONS	False	None
/harvest/refresh/<id>	harvester.refresh	GET, HEAD, OPTIONS, POST	False	None
/harvest/resources/<id>	harvest.resources	GET, HEAD, OPTIONS	False	None
/harvest/unfollow/<id>	harvest.unfollow	OPTIONS, POST	False	None
/map/	map.index	GET, HEAD, OPTIONS	False	None
/news/	news.index	GET, HEAD, OPTIONS	False	None
/news/news	news.index	GET, HEAD, OPTIONS	False	None
/news/news/<page>	news.news_show	GET, HEAD, OPTIONS	False	None
/news/news/<page>	news.news_show	GET, HEAD, OPTIONS	False	None
/news/news_delete/<page>	news.news_delete	GET, HEAD, OPTIONS, POST	False	None
/news/news_edit	news.news_new	GET, HEAD, OPTIONS, POST	False	None
/news/news_edit/	news.news_edit	GET, HEAD, OPTIONS, POST	False	None
/news/news_edit/<page>	news.news_edit	GET, HEAD, OPTIONS, POST	False	None
/organization/	organization.index	GET, HEAD, OPTIONS	False	None
/organization/<id>	organization.read	GET, HEAD, OPTIONS	False	None
/organization/about/<id>	organization.about	GET, HEAD, OPTIONS	False	None
/organization/activity/<id>	organization.activity	GET, HEAD, OPTIONS, POST	False	None
/organization/activity/<id>/<int:offset>	organization.activity	GET, HEAD, OPTIONS	False	None
/organization/admins/<id>	organization.admins	GET, HEAD, OPTIONS, POST	False	None
/organization/bulk_process/<id>	organization.bulk_process	GET, HEAD, OPTIONS, POST	False	None
/organization/delete/<id>	organization.delete	GET, HEAD, OPTIONS, POST	False	None
/organization/edit/<id>	organization.edit	GET, HEAD, OPTIONS, POST	False	None
/organization/follow/<id>	organization.follow	GET, HEAD, OPTIONS, POST	False	None
/organization/followers/<id>	organization.followers	GET, HEAD, OPTIONS, POST	False	None
/organization/history/<id>	organization.history	GET, HEAD, OPTIONS, POST	False	None
/organization/member_delete/<id>	organization.member_delete	GET, HEAD, OPTIONS, POST	False	None
/organization/member_new/<id>	organization.member_new	GET, HEAD, OPTIONS, POST	False	None
/organization/members/<id>	organization.members	GET, HEAD, OPTIONS, POST	False	None
/organization/new	organization.new	GET, HEAD, OPTIONS, POST	False	None
/organization/pages/<id>	pages.organization_pages_index	GET, HEAD, OPTIONS	False	None
/organization/pages/<id>/<page>	pages.organization_pages_show	GET, HEAD, OPTIONS	False	None
/organization/pages_delete/<id>/<page>	pages.organization_pages_delete	GET, HEAD, OPTIONS, POST	False	None
/organization/pages_edit/<id>	pages.organization_pages_new	GET, HEAD, OPTIONS, POST	False	None
/organization/pages_edit/<id>/	pages.organization_pages_new	GET, HEAD, OPTIONS, POST	False	None
/organization/pages_edit/<id>/<page>	pages.organization_pages_edit	GET, HEAD, OPTIONS, POST	False	None
/organization/unfollow/<id>	organization.unfollow	GET, HEAD, OPTIONS, POST	False	None
/pages	pages.index	GET, HEAD, OPTIONS	False	None
/pages/<page>	pages.show	GET, HEAD, OPTIONS	False	None
/pages_delete/<page>	pages.delete	GET, HEAD, OPTIONS, POST	False	None
/pages_edit	pages.new	GET, HEAD, OPTIONS, POST	False	None
/pages_edit/	pages.new	GET, HEAD, OPTIONS, POST	False	None
/pages_edit/<page>	pages.edit	GET, HEAD, OPTIONS, POST	False	None
/pages_upload	pages.upload	OPTIONS, POST	False	None
/password/reset	password.request_reset	GET, HEAD, OPTIONS, POST	False	None
/saeoss/request_dataset_maintenance/<dataset_id>	saeoss.request_dataset_maintenance	GET, HEAD, OPTIONS	False	None
/saeoss/request_dataset_management/<string:dataset_id>/<string:management_command>	saeoss.request_dataset_management	GET, HEAD, OPTIONS	False	None
/saved_searches/	saved_searches.index	GET, HEAD, OPTIONS	False	None
/saved_searches/delete_saved_search	saved_searches.delete_saved_search	GET, HEAD, OPTIONS, POST	False	None
/saved_searches/save_search	saved_searches.save_current_search	GET, HEAD, OPTIONS, POST	False	None
/sign-up/	sign-up.sign-up-landing	GET, HEAD, OPTIONS, POST	False	None
/stac/<package_name>/item/<item>	stac_api.item	GET, HEAD, OPTIONS, POST	False	None
/stac/catalog	stac_api.catalog	GET, HEAD, OPTIONS, POST	False	None
/stac/collection/<package_name>	stac_api.featurecollection	GET, HEAD, OPTIONS, POST	False	None
/stac/collections	stac_api.collection	GET, HEAD, OPTIONS, POST	False	None
/stac/datasetcollection	stac_api.datasetcollection	GET, HEAD, OPTIONS, POST	False	None
/stac/datasetcollection-search	stac_api.datasetcollection_post	GET, HEAD, OPTIONS, POST	False	None
/stac/resourcecollection	stac_api.resourcecollection	GET, HEAD, OPTIONS, POST	False	None
/stac_harvest/	stac_harvest.view	GET, HEAD, OPTIONS, POST	False	None
/stac_harvest/create/	stac_harvest.create_stac	GET, HEAD, OPTIONS, POST	False	None
/stac_harvest/create_job	stac_harvest.create_job	GET, HEAD, OPTIONS, POST	False	None
/stac_harvest/view_jobs/	stac_harvest.view_jobs	GET, HEAD, OPTIONS, POST	False	None
/stats/	stats.index	GET, HEAD, OPTIONS	False	None
/testing/primer	util.primer	GET, HEAD, OPTIONS	False	None
/user/	user.index	GET, HEAD, OPTIONS	False	None
/user/<id>	user.read	GET, HEAD, OPTIONS	False	None
/user/<id>/api-tokens	user.api_tokens	GET, HEAD, OPTIONS, POST	False	None
/user/<id>/api-tokens/<jti>/revoke	user.api_token_revoke	OPTIONS, POST	False	None
/user/_logout	user.logout	GET, HEAD, OPTIONS	False	None
/user/activity/<id>	user.activity	GET, HEAD, OPTIONS	False	None
/user/activity/<id>/<int:offset>	user.activity	GET, HEAD, OPTIONS	False	None
/user/delete/<id>	user.delete	OPTIONS, POST	False	None
/user/edit	user.edit	GET, HEAD, OPTIONS, POST	False	None
/user/edit/<id>	user.edit	GET, HEAD, OPTIONS, POST	False	None
/user/follow/<id>	user.follow	OPTIONS, POST	False	None
/user/followers/<id>	user.followers	GET, HEAD, OPTIONS	False	None
/user/generate_key	user.generate_apikey	OPTIONS, POST	False	None
/user/generate_key/<id>	user.generate_apikey	OPTIONS, POST	False	None
/user/logged_in	user.logged_in	GET, HEAD, OPTIONS	False	None
/user/logged_out	user.logged_out	GET, HEAD, OPTIONS	False	None
/user/logged_out_redirect	user.logged_out_page	GET, HEAD, OPTIONS	False	None
/user/login	user.login	GET, HEAD, OPTIONS	False	None
/user/me	user.me	GET, HEAD, OPTIONS	False	None
/user/register	user.register	GET, HEAD, OPTIONS, POST	False	None
/user/reset	user.request_reset	GET, HEAD, OPTIONS, POST	False	None
/user/reset/<id>	user.perform_reset	GET, HEAD, OPTIONS, POST	False	None
/user/unfollow/<id>	user.unfollow	OPTIONS, POST	False	None
/util/redirect	util.internal_redirect	GET, HEAD, OPTIONS, POST	False	None
/validator/	validator.index	GET, HEAD, OPTIONS, POST	False	None
/validator/retrieve_metadata/	validator.retrieve_metadata	GET, HEAD, OPTIONS, POST	False	None
/validator/validate_all/	validator.validate_all	GET, HEAD, OPTIONS, POST	False	None
/validator/validate_selection/	validator.validate_selection	GET, HEAD, OPTIONS, POST	False	None
/webassets/<path:path>	webassets.index	GET, HEAD, OPTIONS	False	None
/zh_CN/	home.redirect_locale	GET, HEAD, OPTIONS	False	None
/zh_CN/<path:path>	home.redirect_locale	GET, HEAD, OPTIONS	False	None
/zh_TW/	home.redirect_locale	GET, HEAD, OPTIONS	False	None
/zh_TW/<path:path>	home.redirect_locale	GET, HEAD, OPTIONS	False	None

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