Activity Stream
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lindsaycal updated the metadata record SAMPAZ – South Africa Marine Protected Area Zonations, Quarter 1, 2024
1 year ago | View this version | Changes
1 year ago
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View this version
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Changes
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 | Value |
|---|---|
| User CPU time | 784.833 msec |
| System CPU time | 38.024 msec |
| Total CPU time | 822.857 msec |
| Elapsed time | 970.280 msec |
| Context switches | 149 voluntary, 520 involuntary |
| 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 |
| View Function | args | kwargs |
|---|---|---|
| ckan.views.dataset.activity | [] | id=sampaz_south_africa_marine_protected_area_zonations, package_type=dataset |
| Variable | Value |
|---|
| Variable | Value |
|---|---|
| '_domain' | None |
| '_path' | '/' |
| '_accessed_time' | 1793524076.2039165 |
| '_creation_time' | 1793524076.2039165 |
| Variable | Value |
|---|
| Variable | Value |
|---|
| 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 0x7f15f6b01d30>, 'url': <function url at 0x7f15f6b01e50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7f15f6b01dc0>, 'url_for': <function url_for at 0x7f15f6b03040>, 'url_for_static': <function url_for_static at 0x7f15f6b031f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7f15f6b03280>, 'is_url': <function is_url at 0x7f15f6b03310>, 'url_is_local': <function url_is_local at 0x7f15f6b03430>, 'full_current_url': <function full_current_url at 0x7f15f6b034c0>, 'current_url': <function current_url at 0x7f15f6b03550>, 'lang': <function lang at 0x7f15f6b035e0>, 'ckan_version': <function ckan_version at 0x7f15f6b03670>, 'lang_native_name': <function lang_native_name at 0x7f15f6b03700>, 'is_rtl_language': <function is_rtl_language at 0x7f15f6b03790>, 'get_rtl_theme': <function get_rtl_theme at 0x7f15f6b03820>, 'get_rtl_css': <function get_rtl_css at 0x7f15f6b038b0>, 'flash_notice': <function flash_notice at 0x7f15f6b03940>, 'flash_error': <function flash_error at 0x7f15f6b03dc0>, 'flash_success': <function flash_success at 0x7f15f6b03e50>, 'are_there_flash_messages': <function are_there_flash_messages at 0x7f15f6b03ee0>, 'link_to': <function link_to at 0x7f15f6a843a0>, 'file': <function file at 0x7f15f6a84430>, 'submit': <function submit at 0x7f15f6a844c0>, 'nav_link': <function nav_link at 0x7f15f6a84550>, 'nav_named_link': <function nav_named_link at 0x7f15f6a84820>, 'subnav_link': <function subnav_link at 0x7f15f6a84940>, 'subnav_named_route': <function subnav_named_route at 0x7f15f6a84a60>, 'build_nav_main': <function build_pages_nav_main at 0x7f15d9fd8f70>, 'build_nav_icon': <function build_nav_icon at 0x7f15f6a84af0>, 'build_nav': <function build_nav at 0x7f15f6a84b80>, 'build_extra_admin_nav': <function build_extra_admin_nav at 0x7f15f6a84ca0>, 'default_group_type': <function default_group_type at 0x7f15f6a84dc0>, 'get_facet_items_dict': <function get_facet_items_dict at 0x7f15f6a84e50>, 'has_more_facets': <function has_more_facets at 0x7f15f6a84ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7f15f6a84f70>, 'get_facet_title': <function get_facet_title at 0x7f15f6a85160>, 'get_param_int': <function get_param_int at 0x7f15f6a85040>, 'sorted_extras': <function sorted_extras at 0x7f15f6a85280>, 'check_access': <function check_access at 0x7f15f6a85310>, 'get_action': <function get_action at 0x7f15f6a854c0>, 'linked_user': <function linked_user at 0x7f15f6a853a0>, 'group_name_to_title': <function group_name_to_title at 0x7f15f6a85550>, 'truncate': <function truncate at 0x7f15f6a855e0>, 'markdown_extract': <function markdown_extract at 0x7f15f6a85670>, 'icon_url': <function icon_url at 0x7f15f6a85700>, 'icon_html': <function icon_html at 0x7f15f6a85790>, 'icon': <function icon at 0x7f15f6a85820>, 'resource_icon': <function resource_icon at 0x7f15f6a858b0>, 'format_icon': <function format_icon at 0x7f15f6a85940>, 'dict_list_reduce': <function dict_list_reduce at 0x7f15f6a859d0>, 'gravatar': <function gravatar at 0x7f15f6a85a60>, 'sanitize_url': <function sanitize_url at 0x7f15f6a85af0>, 'user_image': <function user_image at 0x7f15f6a85b80>, 'pager_url': <function pager_url at 0x7f15f6a85c10>, 'get_page_number': <function get_page_number at 0x7f15f6a85ca0>, 'get_display_timezone': <function get_display_timezone at 0x7f15f6a85d30>, 'render_datetime': <function render_datetime at 0x7f15f6a85dc0>, 'date_str_to_datetime': <function date_str_to_datetime at 0x7f15f6a85e50>, 'parse_rfc_2822_date': <function parse_rfc_2822_date at 0x7f15f6a85ee0>, 'time_ago_from_timestamp': <function time_ago_from_timestamp at 0x7f15f6a85f70>, 'button_attr': <function button_attr at 0x7f15f6a86280>, 'dataset_display_name': <function dataset_display_name at 0x7f15f6a86310>, 'dataset_link': <function dataset_link at 0x7f15f6a863a0>, 'resource_display_name': <function resource_display_name at 0x7f15f6a86430>, 'resource_link': <function resource_link at 0x7f15f6a864c0>, 'tag_link': <function tag_link at 0x7f15f6a86550>, 'group_link': <function group_link at 0x7f15f6a865e0>, 'organization_link': <function organization_link at 0x7f15f6a86670>, 'dump_json': <function dump_json at 0x7f15f6a86700>, 'auto_log_message': <function auto_log_message at 0x7f15f6a86790>, 'activity_div': <function activity_div at 0x7f15f6a86820>, 'snippet': <function snippet at 0x7f15f6a868b0>, 'convert_to_dict': <function convert_to_dict at 0x7f15f6a86940>, 'follow_button': <function follow_button at 0x7f15f6a869d0>, 'follow_count': <function follow_count at 0x7f15f6a86a60>, 'add_url_param': <function add_url_param at 0x7f15f6a86b80>, 'remove_url_param': <function remove_url_param at 0x7f15f6a86c10>, 'include_resource': <function include_resource at 0x7f15f6a86ca0>, 'urls_for_resource': <function urls_for_resource at 0x7f15f6a86d30>, 'debug_inspect': <function debug_inspect at 0x7f15f6a86dc0>, 'popular': <function popular at 0x7f15f6a86e50>, 'groups_available': <function groups_available at 0x7f15f6a86ee0>, 'organizations_available': <function organizations_available at 0x7f15f6a86f70>, 'roles_translated': <function roles_translated at 0x7f15f6a87040>, 'user_in_org_or_group': <function user_in_org_or_group at 0x7f15f6a870d0>, 'dashboard_activity_stream': <function dashboard_activity_stream at 0x7f15f6a87160>, 'recently_changed_packages_activity_stream': <function recently_changed_packages_activity_stream at 0x7f15f6a871f0>, 'escape_js': <function escape_js at 0x7f15f6a87280>, 'get_pkg_dict_extra': <function get_pkg_dict_extra at 0x7f15f6a87310>, 'get_request_param': <function get_request_param at 0x7f15f6a873a0>, 'html_auto_link': <function html_auto_link at 0x7f15f6a87430>, 'render_markdown': <function render_markdown at 0x7f15f6a874c0>, 'format_resource_items': <function format_resource_items at 0x7f15f6a87550>, 'resource_preview': <function resource_preview at 0x7f15f6a875e0>, 'get_allowed_view_types': <function get_allowed_view_types at 0x7f15f6a87670>, 'rendered_resource_view': <function rendered_resource_view at 0x7f15f6a87700>, 'view_resource_url': <bound method ResourceProxy.view_resource_url of <Plugin ResourceProxy 'resource_proxy'>>, 'resource_view_is_filterable': <function resource_view_is_filterable at 0x7f15f6a87820>, 'resource_view_get_fields': <function resource_view_get_fields at 0x7f15f6a878b0>, 'resource_view_is_iframed': <function resource_view_is_iframed at 0x7f15f6a87940>, 'resource_view_icon': <function resource_view_icon at 0x7f15f6a879d0>, 'resource_view_display_preview': <function resource_view_display_preview at 0x7f15f6a87a60>, 'resource_view_full_page': <function resource_view_full_page at 0x7f15f6a87af0>, 'remove_linebreaks': <function remove_linebreaks at 0x7f15f6a87b80>, 'list_dict_filter': <function list_dict_filter at 0x7f15f6a87c10>, 'SI_number_span': <function SI_number_span at 0x7f15f6a87ca0>, 'new_activities': <function new_activities at 0x7f15f6a87d30>, 'uploads_enabled': <function uploads_enabled at 0x7f15f6a87dc0>, 'get_featured_organizations': <function get_featured_organizations at 0x7f15f6a87e50>, 'get_featured_groups': <function get_featured_groups at 0x7f15f6a87ee0>, 'featured_group_org': <function featured_group_org at 0x7f15f6a87f70>, 'get_site_statistics': <function get_site_statistics at 0x7f15f6a88040>, 'resource_formats': <function resource_formats at 0x7f15f6a880d0>, 'unified_resource_format': <function unified_resource_format at 0x7f15f6a88160>, 'check_config_permission': <function check_config_permission at 0x7f15f6a881f0>, 'get_organization': <function get_organization at 0x7f15f6a88280>, 'license_options': <function license_options at 0x7f15f6a88310>, 'get_translated': <function get_translated at 0x7f15f6a883a0>, 'facets': <function facets at 0x7f15f6a88430>, 'mail_to': <function mail_to at 0x7f15f6a884c0>, 'radio': <function radio at 0x7f15f6a88550>, 'clean_html': <function clean_html at 0x7f15f6a885e0>, 'flash': <ckan.lib.helpers._Flash object at 0x7f15f6af0970>, 'localised_number': <function localised_number at 0x7f15f7d38310>, 'localised_SI_number': <function localised_SI_number at 0x7f15f7d38430>, 'localised_nice_date': <function localised_nice_date at 0x7f15f7d381f0>, 'localised_filesize': <function localised_filesize at 0x7f15f7d383a0>, 'get_available_locales': <function get_available_locales at 0x7f15f8e8aca0>, 'get_locales_dict': <function get_locales_dict at 0x7f15f8e8ac10>, 'literal': <class 'ckan.lib.helpers.literal'>, 'asbool': <function asbool at 0x7f15f8f8fee0>, 'urlencode': <function urlencode at 0x7f15fab50ca0>, 'include_asset': <function include_asset at 0x7f15f6b01820>, 'render_assets': <function render_assets at 0x7f15f6b01940>, 'sanitize_id': <function sanitize_id at 0x7f15f6a88700>, 'compare_pkg_dicts': <function compare_pkg_dicts at 0x7f15f6a88790>, 'activity_list_select': <function activity_list_select at 0x7f15f6a88820>, 'get_collaborators': <function get_collaborators at 0x7f15f6a888b0>, 'can_update_owner_org': <function can_update_owner_org at 0x7f15f6a88940>, 'check_ckan_version': <function check_ckan_version at 0x7f15f6a889d0>, 'csrf_input': <function csrf_input at 0x7f15f6a88a60>, 'saeoss_default_spatial_search_extent': functools.partial(<function get_default_spatial_search_extent at 0x7f15d98e9dc0>, 0.001), 'default_bounding_box': <function get_default_bounding_box at 0x7f15d98e9e50>, 'convert_geojson_to_bounding_box': <function convert_geojson_to_bbox at 0x7f15d98e9ee0>, 'extent_to_bbox': <function convert_string_extent_to_bbox at 0x7f15d98e9f70>, 'saeoss_themes': <function get_saeoss_themes at 0x7f15d99454c0>, 'iso_topic_categories': <function get_iso_topic_categories at 0x7f15d98e9ca0>, 'get_iso_topic_display': <function get_iso_topic_display at 0x7f15d98e9d30>, 'saeoss_show_version': <function helper_show_version at 0x7f15d98da040>, 'user_is_org_member': <function user_is_org_member at 0x7f15d98da0d0>, 'org_member_list': <function org_member_list at 0x7f15d98da160>, 'user_is_staff_member': <function user_is_staff_member at 0x7f15d98da1f0>, 'get_featured_datasets': <function get_featured_datasets at 0x7f15d98da310>, 'get_recently_modified_datasets': <function get_recently_modified_datasets at 0x7f15d98da430>, 'get_all_datasets_count': <function get_all_datasets_count at 0x7f15d98da4c0>, 'saeoss_org_memberships': <function get_org_memberships at 0x7f15d98da790>, 'mod_scheming_flatten_subfield': <function mod_scheming_flatten_subfield at 0x7f15d98da820>, 'get_today_date': <function get_today_date at 0x7f15d98da940>, 'get_maintenance_custom_other_field_data': <function get_maintenance_custom_other_field_data at 0x7f15d98da8b0>, 'get_release': <function get_current_release at 0x7f15d98da9d0>, 'get_saved_searches': <function get_saved_searches at 0x7f15d98daaf0>, 'get_recent_news': <function get_recent_news at 0x7f15d98dad30>, 'get_featured_datasets_count': <function get_featured_datasets_count at 0x7f15d98da3a0>, 'get_user_name': <function get_user_name at 0x7f15d98dab80>, 'get_user_name_from_url': <function get_user_name_from_url at 0x7f15d98daca0>, 'get_user_id': <function get_user_id at 0x7f15d98dac10>, 'get_seo_metatags': <function get_seo_metatags at 0x7f15d98dadc0>, 'get_datasets_thumbnail': <function get_datasets_thumbnail at 0x7f15d98da670>, 'get_year': <function get_year at 0x7f15d98dae50>, 'get_user_dashboard_packages': <function get_user_dashboard_packages at 0x7f15d98daee0>, 'get_org_public_records_count': <function get_org_public_records_count at 0x7f15d98da5e0>, 'group_package_count': <function group_package_count at 0x7f15d98da550>, 'render_content': <function render_content at 0x7f15d9ff55e0>, 'get_wysiwyg_editor': <function get_wysiwyg_editor at 0x7f15da000b80>, 'get_recent_blog_posts': <function get_recent_blog_posts at 0x7f15da000c10>, 'pages_get_plus_icon': <function get_plus_icon at 0x7f15da000ca0>, 'scheming_language_text': <function scheming_language_text at 0x7f15da0b9d30>, 'scheming_field_choices': <function scheming_field_choices at 0x7f15da0b9dc0>, 'scheming_choices_label': <function scheming_choices_label at 0x7f15da0b9e50>, 'scheming_datastore_choices': <function scheming_datastore_choices at 0x7f15da0b9ee0>, 'scheming_field_required': <function scheming_field_required at 0x7f15da0b9b80>, 'scheming_dataset_schemas': <function scheming_dataset_schemas at 0x7f15da0b9f70>, 'scheming_get_presets': <function scheming_get_presets at 0x7f15da0b9c10>, 'scheming_get_preset': <function scheming_get_preset at 0x7f15da02e040>, 'scheming_get_dataset_schema': <function scheming_get_dataset_schema at 0x7f15da02e0d0>, 'scheming_get_dataset_form_pages': <function scheming_get_dataset_form_pages at 0x7f15da02e160>, 'scheming_group_schemas': <function scheming_group_schemas at 0x7f15da02e1f0>, 'scheming_get_group_schema': <function scheming_get_group_schema at 0x7f15da02e280>, 'scheming_organization_schemas': <function scheming_organization_schemas at 0x7f15da02e310>, 'scheming_get_organization_schema': <function scheming_get_organization_schema at 0x7f15da02e3a0>, 'scheming_get_schema': <function scheming_get_schema at 0x7f15da02e430>, 'scheming_field_by_name': <function scheming_field_by_name at 0x7f15da02e4c0>, 'scheming_datetime_to_utc': <function scheming_datetime_to_utc at 0x7f15da02e5e0>, 'scheming_datetime_to_tz': <function scheming_datetime_to_tz at 0x7f15da02e670>, 'scheming_get_timezones': <function scheming_get_timezones at 0x7f15da02e700>, 'scheming_display_json_value': <function scheming_display_json_value at 0x7f15da02e790>, 'scheming_render_from_string': <function scheming_render_from_string at 0x7f15da02e820>, 'scheming_flatten_subfield': <function scheming_flatten_subfield at 0x7f15da02e8b0>, 'get_common_map_config_shp': <function get_common_map_config at 0x7f15da097670>, 'get_shapefile_viewer_config': <function get_shapefile_viewer_config at 0x7f15da097700>, 'get_common_map_config_wmts': <function get_common_map_config at 0x7f15da097670>, 'get_common_map_config_geojson': <function get_common_map_config at 0x7f15da097670>, 'geojson_get_max_file_size': <function get_max_file_size at 0x7f15da097790>, 'get_common_map_config_geoviews': <function get_common_map_config at 0x7f15da097670>, 'get_openlayers_viewer_config': <function get_openlayers_viewer_config at 0x7f15da097820>, 'get_reference_date': <function get_reference_date at 0x7f15d008faf0>, 'get_responsible_party': <function get_responsible_party at 0x7f15d008fb80>, 'get_common_map_config': <function get_common_map_config at 0x7f15d008fc10>, 'package_list_for_source': <function package_list_for_source at 0x7f15d008fe50>, 'package_count_for_source': <function package_count_for_source at 0x7f15d008fee0>, 'harvesters_info': <function harvesters_info at 0x7f15d008ff70>, 'harvester_types': <function harvester_types at 0x7f15d009b040>, 'harvest_frequencies': <function harvest_frequencies at 0x7f15d009b0d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7f15d009b160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7f15d009b1f0>, 'bootstrap_version': <function bootstrap_version at 0x7f15d009b280>, 'get_harvest_source': <function get_harvest_source at 0x7f15d008fdc0>, 'get_map_config': <function get_mapview_config at 0x7f15f48fe550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7f15f48fe5e0>} |
| 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' |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'featured' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [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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| title | 'Featured Metadata records' |
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| title | 'Topic Category' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| name | 'tags' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [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 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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| title | 'Tags' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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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). 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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. 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. ', '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/SAEON.FYNBOS.10000001', 'featured': 'false', 'id': 'e66d4a36-8db1-4f93-9236-05523d2ad639', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'A climate-aided Bayesian kriging approach is used to interpolate 20 years of daily meteorological observations (maximum and minimum temperature and precipitation) to a 1 arc-minute grid for the Cape Floristic Region of South Africa. Independent validation data revealed overall predictive performance of the interpolation to have R2 values of 0.90, 0.85, and 0.59 for maximum temperature, minimum temperature, and precipitation, respectively. A suite of ecologically-relevant climate metrics that include the uncertainty introduced by the interpolation were then generated. By providing the high resolution climate metric surfaces and uncertainties, this work facilitates richer and more robust predictive modeling in ecology and bio- geography. These data can be incorporated into ecological models to propagate the uncertainties through to the final predictions', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-16T11:32:14.831108', 'metadata_date': '2016-01-01T00:00', 'metadata_modified': '2025-10-17T09:38:59.712167', 'metadata_thumbnail': '', 'name': 'interpolated_observed_weather_data_for_the_cape_floristic_region', 'notes': 'Conservation of biodiversity demands comprehension of evolutionary and ecological patterns and processes that occur over vast spatial and temporal scales. A central goal of ecology is to understand the climatic factors that control ecological processes and this has become even more important in the face of climate change. Especially at global scales, there can be enormous uncertainty in underlying environmental data used to explain ecological processes, but that uncertainty is rarely quantified or incorporated into ecological models. In this study a climate-aided Bayesian kriging approach is used to interpolate 20 years of daily meteorological observations (maximum and minimum temperature and precipitation) to a 1 arc-minute grid for the Cape Floristic Region of South Africa. Independent validation data revealed overall predictive performance of the interpolation to have R2 values of 0.90, 0.85, and 0.59 for maximum temperature, minimum temperature, and precipitation, respectively. A suite of ecologically-relevant climate metrics that include the uncertainty introduced by the interpolation were then generated. By providing the high resolution climate metric surfaces and uncertainties, this work facilitates richer and more robust predictive modeling in ecology and bio- geography. 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In the hierarchy of local government structure, the District Municipalities are contained within Provinces, then District Municipalities contain Local Municipalities. District Municipalities 2018 was published in the Year 2018 after the municipal boundaries had minor technical adjustments.\r\n\r\nThe district (Category C) municipalities are municipalities that are comprised of local (Category B) municipalities. The Metropolitan (Category A) Municipalities are municipalities with the major cities as the core (e.g. City of Johannesburg) and they are outside the District Municipalities. When the boundaries of local municipalities change and affect the boundary of district municipalities, the new district municipal boundary is generated. In the District Municipalities 2018 shapefile there are 44 District Municipalities and 8 Metropolitan Municipalities. 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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
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| item_class | Undefined |
| package | {'author': None, 'author_email': None, 'creator_user_id': 'edabd58a-206b-4837-ae44-ff17c126fe88', 'doi': '', 'featured': 'false', 'id': '1f470951-3100-4249-8b3d-5cd07d9dfe88', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Note that Metropolitan Municipalities are included in the Local Municipalities shapefile to ensure that the layer is continuous throughout the country. If the Metropolitan Municipalities were left out, there will be void spaces in the layer. The topology of the features has been checked to eliminate duplications of vertices and ensure the integrity of the feature geometry. The projection of the feature class is Geographic (Lat/Lon) and if one has to calculate the area of features, it must be transformed to UTM Projection and metres be used as units of measurements.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-28T12:50:36.444111', 'metadata_date': '2018-12-31T00:00', 'metadata_modified': '2025-09-25T11:04:22.840879', 'metadata_thumbnail': '', 'name': 'local_municipal_boundary_2018', 'notes': 'The local (Category B) municipalities are municipalities that are contained within a district (Category C) municipalities. The Metropolitan (Category A) Municipalities are municipalities with the major cities as the core (e.g. City of Johannesburg) and they are outside the District Municipalities. When the boundaries of local municipalities change and affect the boundary of district municipalities, the new district municipal boundary is generated. In the Local Municipalities 2018 shapefile there are 205 Local Municipalities and 8 Metropolitan Municipalities. ', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'name': 'municipal-demarcation-board', 'title': 'MDB', 'type': 'organization', 'description': 'The Municipal Demarcation Board (MDB) is an independent authority responsible for the determination of municipal boundaries.', 'image_url': '2025-08-13-114446.597008mdb-logo.png', 'created': '2025-08-13T11:44:46.616053', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[15.756999, -35.036414], [33.462579, -35.036414], [33.462579, -21.84192], [15.756999, -21.84192], [15.756999, -35.036414]]]}', 'state': 'active', 'title': 'South African Local Municipal Boundary 2018', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'info@demarcation.org.za', 'individual_name': 'Daniel Sebake', 'position_name': 'Senior Manager: Operations Technology', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2019-10-03T00:00', 'reference_date_type': 3}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.0'}], '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': '', 'linkage': 'https://dataportal-mdb-sa.opendata.arcgis.com/datasets/27bbdd5b041b4ba6b5707dfed5aa3923_0/about', 'name': 'MDB Local Municipal Boundary 2018'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-28T12:52:28.631559', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'fac48025-5e1b-4397-936d-84e309ed3de6', 'last_modified': None, 'metadata_modified': '2025-08-28T12:52:28.622614', 'mimetype': None, 'mimetype_inner': None, 'name': 'MDB Local Municipal Boundary 2018', 'package_id': '1f470951-3100-4249-8b3d-5cd07d9dfe88', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://dataportal-mdb-sa.opendata.arcgis.com/search?collection=dataset', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Daniel Sebake', 'position_name': 'Senior Manager: Operations Technology', 'role': 'resource_provider', 'website': ''}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'NA', 'spatial_reference_system': 'EPSG:32735', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Boundaries', 'id': '8c110fef-c0c0-4d78-a7d9-5a0cb06120c1', 'name': 'Boundaries', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'boundaries'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| hide_resources | Undefined |
| item_class | Undefined |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
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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': '2013 SPOT 5 Satellite Imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': "SANSA's customer services", 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2013-12-31T00:00', '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'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 5, 'linkage': 'https://catalogue.sansa.org.za', 'name': "SANSA's customer services"}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T13:42:03.921570', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '7cf7c27e-5a5e-471d-b7cd-61ba07faef48', 'last_modified': None, 'metadata_modified': '2025-08-27T13:42:03.908935', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '17c3bf37-ac5d-45d2-8508-0921d332684c', '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': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria, Pretoria 0184', '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': '1:10000', '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': []} |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
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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': '2014 SPOT 5 Satellite Imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': "SANSA's customer services", 'position_name': 'Customer services', 'role': ''}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2014-12-31T00:00', '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'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 5, 'linkage': 'https://catalogue.sansa.org.za', 'name': "SANSA's customer services"}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T13:47:57.880222', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '6ddb13d4-b18f-4edd-8008-adb510d29264', 'last_modified': None, 'metadata_modified': '2025-08-27T13:47:57.868718', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': 'c411a545-6c47-45eb-a9a7-b337e2225271', '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': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria, Pretoria 0184', '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': '1:10000', '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': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
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| item_class | Undefined |
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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': '2015 SPOT 5 Satellite Imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': "SANSA's customer services", 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2015-10-31T10:00', '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': 5, 'linkage': 'https://catalogue.sansa.org.za', 'name': "SANSA's customer services"}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T13:56:02.846347', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '217704fc-3033-465b-9824-8c800fd2ea36', 'last_modified': None, 'metadata_modified': '2025-08-27T13:56:02.836253', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '84a8af6f-91fe-47f0-a615-4fecc72aacbd', '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': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria, Pretoria 0184', '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': '1:10000', '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': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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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.. 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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| package | {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'false', 'id': 'd983e4ec-53dd-439b-b762-1b75ba425c3f', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SPOT 1 imagery was acquired and processed by the South African National Space Agency (formerly the Satellite Application Centre). The dataset comprises SPOT 1 images with a spatial resolution of 20\u202fm (three-band multispectral, XS) and 5\u202fm panchromatic (P), processed to Level 1A. The images were acquired between 17 November and 21 December 1989 over selected regions of South Africa, as well as parts of Namibia, Angola, Zambia, and Mozambique. The data are provided in GeoTIFF format. 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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': '1989 SPOT 1 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': '1989-12-31T00:00', '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': '', 'linkage': 'https://catalogue.sansa.org.za', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-19T09:42:44.707480', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'a75291f6-31a5-4eac-b73c-24c7c750a79c', 'last_modified': None, 'metadata_modified': '2025-08-19T09:42:44.695363', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': 'd983e4ec-53dd-439b-b762-1b75ba425c3f', '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': '1:10000', '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': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
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| hide_resources | Undefined |
| item_class | Undefined |
| package | {'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': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| hide_resources | Undefined |
| item_class | Undefined |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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|---|---|
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
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| hide_resources | Undefined |
| item_class | Undefined |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
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| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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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': '2025 CBERS 4A', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': "SANSA's customer services", 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2026-02-02T14:52', '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': "SANSA's customer services"}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2026-02-02T12:58:34.722073', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'baea43dc-cbcd-4ac3-aed3-464f53763855', 'last_modified': None, 'metadata_modified': '2026-02-02T12:58:34.632601', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': 'c98c5ffa-b500-4da2-92d8-e6e634e87a0a', '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': 'owner', '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': '1:2000', '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': '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. 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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. 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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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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Independent validation data revealed overall predictive performance of the interpolation to have R2 values of 0.90, 0.85, and 0.59 for maximum temperature, minimum temperature, and precipitation, respectively. A suite of ecologically-relevant climate metrics that include the uncertainty introduced by the interpolation were then generated. By providing the high resolution climate metric surfaces and uncertainties, this work facilitates richer and more robust predictive modeling in ecology and bio- geography. These data can be incorporated into ecological models to propagate the uncertainties through to the final predictions', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-16T11:32:14.831108', 'metadata_date': '2016-01-01T00:00', 'metadata_modified': '2025-10-17T09:38:59.712167', 'metadata_thumbnail': '', 'name': 'interpolated_observed_weather_data_for_the_cape_floristic_region', 'notes': 'Conservation of biodiversity demands comprehension of evolutionary and ecological patterns and processes that occur over vast spatial and temporal scales. A central goal of ecology is to understand the climatic factors that control ecological processes and this has become even more important in the face of climate change. Especially at global scales, there can be enormous uncertainty in underlying environmental data used to explain ecological processes, but that uncertainty is rarely quantified or incorporated into ecological models. In this study a climate-aided Bayesian kriging approach is used to interpolate 20 years of daily meteorological observations (maximum and minimum temperature and precipitation) to a 1 arc-minute grid for the Cape Floristic Region of South Africa. Independent validation data revealed overall predictive performance of the interpolation to have R2 values of 0.90, 0.85, and 0.59 for maximum temperature, minimum temperature, and precipitation, respectively. A suite of ecologically-relevant climate metrics that include the uncertainty introduced by the interpolation were then generated. By providing the high resolution climate metric surfaces and uncertainties, this work facilitates richer and more robust predictive modeling in ecology and bio- geography. 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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 28 April and 18 December 2011 covering some parts of South Africa and delivered in GeoTiff format', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T10:41:25.196222', 'metadata_date': '2025-08-25T10:00', 'metadata_modified': '2025-08-25T10:42:03.911914', 'metadata_thumbnail': '', 'name': '2011-spot-4-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 28 April and 18 December 2011 covering some parts of South Africa and delivered in GeoTiff format', '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': '2011 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': '2011-12-31T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'PDF,xml', 'version': '1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'ucs-2', 'dataset_language': 'English', 'metadata_character_set': 'ucs-2', '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': '2025-08-25T10:41:47.235154', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '68ae36b3-526a-4c41-a436-bd2839702508', 'last_modified': None, 'metadata_modified': '2025-08-25T10:41:47.223102', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': 'f607532d-029a-4568-a91b-9c47b67af00e', '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'}], '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': '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': 'false', 'id': '32d6d78f-d69f-4fb1-9b14-328e866ef2e9', '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 12 January and 08 December 2009 covering some parts of South Africa and delivered in GeoTiff format', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T10:33:44.857228', 'metadata_date': '2025-08-25T00:00', 'metadata_modified': '2025-08-25T10:34:36.148781', 'metadata_thumbnail': '', 'name': '2009-spot-4-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 12 January and 08 December 2009 covering some parts of South Africa and delivered in GeoTiff format', 'num_resources': 1, 'num_tags': 3, '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': '2009 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': '2009-12-31T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'PDF,xml', 'version': '1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'ucs-2', 'dataset_language': 'English', 'metadata_character_set': 'ucs-2', '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': '2025-08-25T10:34:01.076646', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'a7a7317c-3e54-4afe-afc5-a331785403cc', 'last_modified': None, 'metadata_modified': '2025-08-25T10:34:01.063087', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '32d6d78f-d69f-4fb1-9b14-328e866ef2e9', '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': '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': 'Images', 'id': '05cac319-7f99-4c61-b825-6612197adede', 'name': 'Images', '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': 'false', 'id': '6851a21b-d3dc-43aa-b740-11cae95cbd62', '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 11 February and 18 December 2008 covering some parts of South Africa and delivered in GeoTiff format', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T10:29:52.618369', 'metadata_date': '2025-08-25T10:00', 'metadata_modified': '2025-08-25T10:31:00.366818', 'metadata_thumbnail': '', 'name': '2008-spot-4-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 11 February and 18 December 2008 covering some parts of South Africa and delivered in GeoTiff format', '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': '2008 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': '2008-12-31T00:00', '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': '2025-08-25T10:30:35.919966', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '268b9f8c-d2db-4a9c-8588-e96f48207a47', 'last_modified': None, 'metadata_modified': '2025-08-25T10:30:35.916006', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '6851a21b-d3dc-43aa-b740-11cae95cbd62', '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'}], 'topic_and_saeoss_themes': [{'iso_topic_category': ''}], 'tags': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}] |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| dataset_type | 'dataset' |
| drill_down_url | <function drill_down_url at 0x7f15d9fd2820> |
| facet_titles | OrderedDict([('organization', 'Organizations'), ('groups', 'Groups'), ('tags', 'Tags'), ('res_format', 'Formats'), ('license_id', 'Licenses'), ('harvest_source_title', 'Harvest source'), ('featured', 'Featured Metadata records'), ('topic_and_saeoss_themes', 'Topic Category')]) |
| fields | [('tags', 'Commercial Crop Systems'), ('tags', 'Boundaries'), ('tags', 'Climatology-Meteorology-Atmosphere'), ('organization', 'sansa')] |
| fields_grouped | {'tags': ['Commercial Crop Systems', 'Boundaries', 'Climatology-Meteorology-Atmosphere'], 'organization': ['sansa']} |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| page | Page: Collection type: <class 'list'> (Current) page: 1 First item: 1 Last item: 20 First page: 1 Last page: 3 Previous page: None Next page: 2 Items per page: 20 Number of items: 44 Number of pages: 3 |
| q | '' |
| query_error | False |
| remove_field | functools.partial(<function remove_field at 0x7f15d9fce040>, 'dataset') |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Commercial+Crop+Systems&tags=Boundaries&organization=sansa&tags=Climatology-Meteorology-Atmosphere' [GET]> |
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| search_url_params | 'tags=Commercial+Crop+Systems&tags=Boundaries&tags=Climatology-Meteorology-Atmosphere&organization=sansa' |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.091078, '_creation_time': 1793524075.091078} |
| sort_by | functools.partial(<function _sort_by at 0x7f15d9fce0d0>, [('tags', 'Commercial Crop Systems'), ('tags', 'Boundaries'), ('tags', 'Climatology-Meteorology-Atmosphere'), ('organization', 'sansa')], 'dataset') |
| sort_by_fields | [] |
| sort_by_selected | 'score desc, metadata_modified desc' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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|---|---|
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| name | 'featured' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [GET]> |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
| title | 'Featured Metadata records' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| name | 'topic_and_saeoss_themes' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [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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'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': []}, 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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
| title | 'Topic Category' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'tags' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [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': 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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': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
| title | 'Tags' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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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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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). 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': []} |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
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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': '2015 SPOT 5 Satellite Imagery', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'customers-eo@sansa.org.za', 'individual_name': "SANSA's customer services", 'position_name': 'Customer services', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2015-10-31T10:00', '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': 5, 'linkage': 'https://catalogue.sansa.org.za', 'name': "SANSA's customer services"}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T13:56:02.846347', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '217704fc-3033-465b-9824-8c800fd2ea36', 'last_modified': None, 'metadata_modified': '2025-08-27T13:56:02.836253', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '84a8af6f-91fe-47f0-a615-4fecc72aacbd', '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': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria, Pretoria 0184', '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': '1:10000', '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': []} |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
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| package | {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'false', 'id': 'd983e4ec-53dd-439b-b762-1b75ba425c3f', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SPOT 1 imagery was acquired and processed by the South African National Space Agency (formerly the Satellite Application Centre). The dataset comprises SPOT 1 images with a spatial resolution of 20\u202fm (three-band multispectral, XS) and 5\u202fm panchromatic (P), processed to Level 1A. The images were acquired between 17 November and 21 December 1989 over selected regions of South Africa, as well as parts of Namibia, Angola, Zambia, and Mozambique. The data are provided in GeoTIFF format. 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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': '1989 SPOT 1 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': '1989-12-31T00:00', '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': '', 'linkage': 'https://catalogue.sansa.org.za', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-19T09:42:44.707480', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'a75291f6-31a5-4eac-b73c-24c7c750a79c', 'last_modified': None, 'metadata_modified': '2025-08-19T09:42:44.695363', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': 'd983e4ec-53dd-439b-b762-1b75ba425c3f', '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': '1:10000', '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': []} |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
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| item_class | Undefined |
| package | {'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': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
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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': 'false', 'id': 'f6f2ff00-3234-4a1c-bd75-3691066f610a', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Gauteng', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-20T11:11:38.498252', 'metadata_date': '2025-08-20T13:09', 'metadata_modified': '2025-09-01T10:19:17.654869', 'metadata_thumbnail': '', 'name': 'radarsat2-satellite-imagery-', 'notes': 'Radarst-2 satellite imagery is aimed at improving South African monitoring capabilities in support of the National Oceans and Coastal Information Management System (OCIMS). 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The dataset includes SPOT 5 images with a spatial resolution of 10\u202fm (three-band multispectral, band J) and 5\u202fm panchromatic (bands A and B). The images were processed to Level 1A and acquired between 16 January and 10 October 2015, covering selected areas of South Africa. The data are provided in GeoTIFF format.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T13:55:54.623428', 'metadata_date': '2025-08-27T10:00', 'metadata_modified': '2025-08-27T13:56:26.325710', 'metadata_thumbnail': '', 'name': '2015--spot-5-satellite-imagery', 'notes': '2015 SPOT 5 imagery was acquired and processed by the South African National Space Agency (SANSA). The dataset includes SPOT 5 images with a spatial resolution of 10\u202fm (three-band multispectral, band J) and 5\u202fm panchromatic (bands A and B). The images were processed to Level 1A and acquired between 16 January and 10 October 2015, covering selected areas of South Africa. The data are provided in 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. 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', '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. 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The dataset comprises SPOT 1 images with a spatial resolution of 20\u202fm (three-band multispectral, XS) and 5\u202fm panchromatic (P), processed to Level 1A. The images were acquired between 17 November and 21 December 1989 over selected regions of South Africa, as well as parts of Namibia, Angola, Zambia, and Mozambique. The data are provided in GeoTIFF format. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-19T09:42:32.598841', 'metadata_date': '2025-08-18T00:00', 'metadata_modified': '2025-08-25T15:30:19.105720', 'metadata_thumbnail': '', 'name': '1989-spot-1-satellite-imagery', 'notes': 'SPOT 1 imagery was acquired and processed by the South African National Space Agency (formerly the Satellite Application Centre). The dataset comprises SPOT 1 images with a spatial resolution of 20\u202fm (three-band multispectral, XS) and 5\u202fm panchromatic (P), processed to Level 1A. 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The imagery has a spatial resolution of 1250 m, 500 m, and 1 km and provided in GeoTiff format.', '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. 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| page | Page: Collection type: <class 'list'> (Current) page: 1 First item: 1 Last item: 20 First page: 1 Last page: 3 Previous page: None Next page: 2 Items per page: 20 Number of items: 49 Number of pages: 3 |
| q | '' |
| query_error | False |
| remove_field | functools.partial(<function remove_field at 0x7f15d9fce040>, 'dataset') |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&organization=sansa&tags=land+use' [GET]> |
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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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| search_url_params | 'tags=hydrographic&tags=Socio-economic&tags=Municipalities&tags=Demography&tags=land+use&organization=sansa' |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524075.4257874, '_creation_time': 1793524075.4257874} |
| sort_by | functools.partial(<function _sort_by at 0x7f15d9fce0d0>, [('tags', 'hydrographic'), ('tags', 'Socio-economic'), ('tags', 'Municipalities'), ('tags', 'Demography'), ('tags', 'land use'), ('organization', 'sansa')], 'dataset') |
| sort_by_fields | [] |
| sort_by_selected | 'score desc, metadata_modified desc' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
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| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/activity/sampaz_south_africa_marine_protected_area_zonations' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
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| Variable | Value |
|---|---|
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| request | <Request 'http://saeoss.sansa.org.za/dataset/activity/sampaz_south_africa_marine_protected_area_zonations' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| map_config | {} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/activity/sampaz_south_africa_marine_protected_area_zonations' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| extent | '{"type": "Polygon", "coordinates": [[[14.16812, -50.233333], [43.039702, -50.233333], [43.039702, -26.857862], [14.16812, -26.857862], [14.16812, -50.233333]]]}' |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
| h | {'redirect_to': <function redirect_to at 0x7f15f6b01d30>, 'url': <function url at 0x7f15f6b01e50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7f15f6b01dc0>, 'url_for': <function url_for at 0x7f15f6b03040>, 'url_for_static': <function url_for_static at 0x7f15f6b031f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7f15f6b03280>, 'is_url': <function is_url at 0x7f15f6b03310>, 'url_is_local': <function url_is_local at 0x7f15f6b03430>, 'full_current_url': <function full_current_url at 0x7f15f6b034c0>, 'current_url': <function current_url at 0x7f15f6b03550>, 'lang': <function lang at 0x7f15f6b035e0>, 'ckan_version': <function ckan_version at 0x7f15f6b03670>, 'lang_native_name': <function lang_native_name at 0x7f15f6b03700>, 'is_rtl_language': <function is_rtl_language at 0x7f15f6b03790>, 'get_rtl_theme': <function get_rtl_theme at 0x7f15f6b03820>, 'get_rtl_css': <function get_rtl_css at 0x7f15f6b038b0>, 'flash_notice': <function 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| show_empty | Undefined |
| sorting_selected | 'score desc, metadata_modified desc' |
| type | 'dataset' |
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|---|---|
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| map_config | {} |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'organization' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [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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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Organizations' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'groups' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [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': 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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Groups' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'harvest_source_title' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Harvest source' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'featured' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Featured Metadata records' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
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| name | 'topic_and_saeoss_themes' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Topic Category' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
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| name | 'tags' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [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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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Tags' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| count | 24 |
| error | False |
| facets | Undefined |
| fields | [('tags', 'growth areas'), ('tags', 'soil moisture'), ('tags', 'Commercial Crop Systems'), ('tags', 'Optimum growth area'), ('tags', 'SPOT'), ('organization', 'south-african-institute-for-aquatic-biodiversity-saiab')] |
| form_id | 'dataset-search-form' |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| show_empty | Undefined |
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| map_config | {} |
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| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
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| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
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| name | 'organization' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [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 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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': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Organizations' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'groups' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [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': []}, 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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.3339126, '_creation_time': 1793524076.3339126} |
| title | 'Groups' |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| name | 'harvest_source_title' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=growth+areas&tags=soil+moisture&tags=Commercial+Crop+Systems&tags=Optimum+growth+area&organization=south-african-institute-for-aquatic-biodiversity-saiab&tags=SPOT' [GET]> |
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| title | 'Harvest source' |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/activity/sampaz_south_africa_marine_protected_area_zonations' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| id | 'sampaz_south_africa_marine_protected_area_zonations' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/activity/sampaz_south_africa_marine_protected_area_zonations' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
| Variable | Value |
|---|---|
| activity_stream | [{'id': '2db30ceb-a61c-43d4-9693-860951dbca59', 'timestamp': '2025-07-30T12:26:15.784192', 'user_id': 'edabd58a-206b-4837-ae44-ff17c126fe88', 'object_id': '58bc1901-cb1e-4476-ad93-9e82c2ca522d', 'activity_type': 'changed package', 'data': {'package': {'title': 'SAMPAZ – South Africa Marine Protected Area Zonations, Quarter 1, 2024'}}}] |
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|---|---|
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| id | 'sampaz_south_africa_marine_protected_area_zonations' |
| pkg | <Package id=58bc1901-cb1e-4476-ad93-9e82c2ca522d name=sampaz_south_africa_marine_protected_area_zonations title=SAMPAZ – South Africa Marine Protected Area Zonations, Quarter 1, 2024 version=None url=None author=None author_email=None maintainer=None maintainer_email=None notes=The South African Marine Protected Areas Zonations (SAMPAZ) relates to the activities that can occur in a marine protected area. Data is collected from relevant gazettes as and when marine protected areas are zoned and the zonations are available. license_id=None type=dataset owner_org=a08da558-64c6-4214-a930-c678f7300334 creator_user_id=edabd58a-206b-4837-ae44-ff17c126fe88 metadata_created=2025-07-29 08:05:36.150212 metadata_modified=2025-07-29 13:09:25.156981 private=False state=active> |
| pkg_dict | {'author': None, 'author_email': None, 'creator_user_id': 'edabd58a-206b-4837-ae44-ff17c126fe88', 'doi': '', 'featured': 'false', 'id': '58bc1901-cb1e-4476-ad93-9e82c2ca522d', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This SAMPAZ shapefile uses the declared marine protected area boundaries as per the SAPAD spatial data.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-07-29T08:05:36.150212', 'metadata_date': '2024-06-04T00:00', 'metadata_modified': '2025-07-29T13:09:25.156981', 'metadata_thumbnail': '', 'name': 'sampaz_south_africa_marine_protected_area_zonations', 'notes': 'The South African Marine Protected Areas Zonations (SAMPAZ) relates to the activities that can occur in a marine protected area. Data is collected from relevant gazettes as and when marine protected areas are zoned and the zonations are available.', 'num_resources': 1, 'num_tags': 3, 'organization': {'id': 'a08da558-64c6-4214-a930-c678f7300334', 'name': 'dffe', 'title': 'DFFE', 'type': 'organization', 'description': 'Department of Forestry, Fisheries and the Environment', 'image_url': '2025-07-28-071113.285804DFFE.png', 'created': '2025-07-28T07:11:13.295821', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a08da558-64c6-4214-a930-c678f7300334', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[14.16812, -50.233333], [43.039702, -50.233333], [43.039702, -26.857862], [14.16812, -26.857862], [14.16812, -50.233333]]]}', 'state': 'active', 'title': 'SAMPAZ – South Africa Marine Protected Area Zonations, Quarter 1, 2024', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'Protectedareas@dffe.gov.za', 'individual_name': 'Director: Oceans Research', 'position_name': 'Department of Forestry, Fisheries and the Environment', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '+27 21 819 5105'}], 'dataset_reference_date': [{'reference': '2024-06-28T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.0'}], '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': '', 'linkage': 'https://www.dffe.gov.za/egis', 'name': 'Environmental geographic information systems (EGIS)'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T08:06:47.159209', 'description': '', 'format': 'PDF', 'format_version': '', 'hash': '', 'id': '47e8d2b1-3466-48c1-ad28-05b1adf20162', 'last_modified': '2025-07-29T08:06:47.101047', 'metadata_modified': '2025-07-29T13:09:25.164048', 'mimetype': 'application/pdf', 'mimetype_inner': None, 'name': 'South Africa Marine Protected Area Zonation’s (SAMPAZ_OR_2024_Q1)', 'package_id': '58bc1901-cb1e-4476-ad93-9e82c2ca522d', 'position': 0, 'resource_type': None, 'size': 173624, 'state': 'active', 'url': 'https://saeoss.sansa.org.za/dataset/58bc1901-cb1e-4476-ad93-9e82c2ca522d/resource/47e8d2b1-3466-48c1-ad28-05b1adf20162/download/sampaz_or_2024_q1_metadata.pdf', 'url_type': 'upload'}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Department of Forestry, Fisheries, and the Environment', 'position_name': 'Directorate: Oceans Research', 'role': 'originator', 'website': ''}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': '1:5 000', 'spatial_reference_system': 'WGS:84', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Environment', 'id': 'ad6bb22c-77f7-4d69-81bb-a19bc4bceb95', 'name': 'Environment', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'marine environment monitoring', 'id': '6c45ee93-2cca-42a7-b6ea-69cfac9e225f', 'name': 'marine environment monitoring', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'water and land sustainability', 'id': 'f2fc302d-114b-4bb9-8a71-604675b0084f', 'name': 'water and land sustainability', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'environment'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': [], 'reference_date': '2024-06-28T00:00'} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/activity/sampaz_south_africa_marine_protected_area_zonations' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793524076.2039165, '_creation_time': 1793524076.2039165} |
| ungettext | <function ungettext at 0x7f15f8f8f670> |
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| /organization/member_delete/<id> | organization.member_delete | GET, HEAD, OPTIONS, POST | False | None |
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| /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 |