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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 | 167.286 msec |
| System CPU time | 4.354 msec |
| Total CPU time | 171.640 msec |
| Elapsed time | 210.014 msec |
| Context switches | 29 voluntary, 76 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.resource.view | [] | id=ssl, resource_id=c244ff4c-330d-497b-9b13-be4b16cce920, view_id=653bc90e-5c4e-4a74-bdfe-0447cfc780cd, package_type=dataset |
| Variable | Value |
|---|
| Variable | Value |
|---|---|
| '_domain' | None |
| '_path' | '/' |
| '_accessed_time' | 1793466266.7606282 |
| '_creation_time' | 1793466266.7606282 |
| 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 0x7faf3bc21d30>, 'url': <function url at 0x7faf3bc21e50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7faf3bc21dc0>, 'url_for': <function url_for at 0x7faf3bc24040>, 'url_for_static': <function url_for_static at 0x7faf3bc241f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7faf3bc24280>, 'is_url': <function is_url at 0x7faf3bc24310>, 'url_is_local': <function url_is_local at 0x7faf3bc24430>, 'full_current_url': <function full_current_url at 0x7faf3bc244c0>, 'current_url': <function current_url at 0x7faf3bc24550>, 'lang': <function lang at 0x7faf3bc245e0>, 'ckan_version': <function ckan_version at 0x7faf3bc24670>, 'lang_native_name': <function lang_native_name at 0x7faf3bc24700>, 'is_rtl_language': <function is_rtl_language at 0x7faf3bc24790>, 'get_rtl_theme': <function get_rtl_theme at 0x7faf3bc24820>, 'get_rtl_css': <function get_rtl_css at 0x7faf3bc248b0>, 'flash_notice': <function flash_notice at 0x7faf3bc24940>, 'flash_error': <function flash_error at 0x7faf3bc24dc0>, 'flash_success': <function flash_success at 0x7faf3bc24e50>, 'are_there_flash_messages': <function are_there_flash_messages at 0x7faf3bc24ee0>, 'link_to': <function link_to at 0x7faf3bba53a0>, 'file': <function file at 0x7faf3bba5430>, 'submit': <function submit at 0x7faf3bba54c0>, 'nav_link': <function nav_link at 0x7faf3bba5550>, 'nav_named_link': <function nav_named_link at 0x7faf3bba5820>, 'subnav_link': <function subnav_link at 0x7faf3bba5940>, 'subnav_named_route': <function subnav_named_route at 0x7faf3bba5a60>, 'build_nav_main': <function build_pages_nav_main at 0x7faf1f0f8f70>, 'build_nav_icon': <function build_nav_icon at 0x7faf3bba5af0>, 'build_nav': <function build_nav at 0x7faf3bba5b80>, 'build_extra_admin_nav': <function build_extra_admin_nav at 0x7faf3bba5ca0>, 'default_group_type': <function default_group_type at 0x7faf3bba5dc0>, 'get_facet_items_dict': <function get_facet_items_dict at 0x7faf3bba5e50>, 'has_more_facets': <function has_more_facets at 0x7faf3bba5ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7faf3bba5f70>, 'get_facet_title': <function get_facet_title at 0x7faf3bba6160>, 'get_param_int': <function get_param_int at 0x7faf3bba6040>, 'sorted_extras': <function sorted_extras at 0x7faf3bba6280>, 'check_access': <function check_access at 0x7faf3bba6310>, 'get_action': <function get_action at 0x7faf3bba64c0>, 'linked_user': <function linked_user at 0x7faf3bba63a0>, 'group_name_to_title': <function group_name_to_title at 0x7faf3bba6550>, 'truncate': <function truncate at 0x7faf3bba65e0>, 'markdown_extract': <function markdown_extract at 0x7faf3bba6670>, 'icon_url': <function icon_url at 0x7faf3bba6700>, 'icon_html': <function icon_html at 0x7faf3bba6790>, 'icon': <function icon at 0x7faf3bba6820>, 'resource_icon': <function resource_icon at 0x7faf3bba68b0>, 'format_icon': <function format_icon at 0x7faf3bba6940>, 'dict_list_reduce': <function dict_list_reduce at 0x7faf3bba69d0>, 'gravatar': <function gravatar at 0x7faf3bba6a60>, 'sanitize_url': <function sanitize_url at 0x7faf3bba6af0>, 'user_image': <function user_image at 0x7faf3bba6b80>, 'pager_url': <function pager_url at 0x7faf3bba6c10>, 'get_page_number': <function get_page_number at 0x7faf3bba6ca0>, 'get_display_timezone': <function get_display_timezone at 0x7faf3bba6d30>, 'render_datetime': <function render_datetime at 0x7faf3bba6dc0>, 'date_str_to_datetime': <function date_str_to_datetime at 0x7faf3bba6e50>, 'parse_rfc_2822_date': <function parse_rfc_2822_date at 0x7faf3bba6ee0>, 'time_ago_from_timestamp': <function time_ago_from_timestamp at 0x7faf3bba6f70>, 'button_attr': <function button_attr at 0x7faf3bba7280>, 'dataset_display_name': <function dataset_display_name at 0x7faf3bba7310>, 'dataset_link': <function dataset_link at 0x7faf3bba73a0>, 'resource_display_name': <function resource_display_name at 0x7faf3bba7430>, 'resource_link': <function resource_link at 0x7faf3bba74c0>, 'tag_link': <function tag_link at 0x7faf3bba7550>, 'group_link': <function group_link at 0x7faf3bba75e0>, 'organization_link': <function organization_link at 0x7faf3bba7670>, 'dump_json': <function dump_json at 0x7faf3bba7700>, 'auto_log_message': <function auto_log_message at 0x7faf3bba7790>, 'activity_div': <function activity_div at 0x7faf3bba7820>, 'snippet': <function snippet at 0x7faf3bba78b0>, 'convert_to_dict': <function convert_to_dict at 0x7faf3bba7940>, 'follow_button': <function follow_button at 0x7faf3bba79d0>, 'follow_count': <function follow_count at 0x7faf3bba7a60>, 'add_url_param': <function add_url_param at 0x7faf3bba7b80>, 'remove_url_param': <function remove_url_param at 0x7faf3bba7c10>, 'include_resource': <function include_resource at 0x7faf3bba7ca0>, 'urls_for_resource': <function urls_for_resource at 0x7faf3bba7d30>, 'debug_inspect': <function debug_inspect at 0x7faf3bba7dc0>, 'popular': <function popular at 0x7faf3bba7e50>, 'groups_available': <function groups_available at 0x7faf3bba7ee0>, 'organizations_available': <function organizations_available at 0x7faf3bba7f70>, 'roles_translated': <function roles_translated at 0x7faf3bba8040>, 'user_in_org_or_group': <function user_in_org_or_group at 0x7faf3bba80d0>, 'dashboard_activity_stream': <function dashboard_activity_stream at 0x7faf3bba8160>, 'recently_changed_packages_activity_stream': <function recently_changed_packages_activity_stream at 0x7faf3bba81f0>, 'escape_js': <function escape_js at 0x7faf3bba8280>, 'get_pkg_dict_extra': <function get_pkg_dict_extra at 0x7faf3bba8310>, 'get_request_param': <function get_request_param at 0x7faf3bba83a0>, 'html_auto_link': <function html_auto_link at 0x7faf3bba8430>, 'render_markdown': <function render_markdown at 0x7faf3bba84c0>, 'format_resource_items': <function format_resource_items at 0x7faf3bba8550>, 'resource_preview': <function resource_preview at 0x7faf3bba85e0>, 'get_allowed_view_types': <function get_allowed_view_types at 0x7faf3bba8670>, 'rendered_resource_view': <function rendered_resource_view at 0x7faf3bba8700>, 'view_resource_url': <bound method ResourceProxy.view_resource_url of <Plugin ResourceProxy 'resource_proxy'>>, 'resource_view_is_filterable': <function resource_view_is_filterable at 0x7faf3bba8820>, 'resource_view_get_fields': <function resource_view_get_fields at 0x7faf3bba88b0>, 'resource_view_is_iframed': <function resource_view_is_iframed at 0x7faf3bba8940>, 'resource_view_icon': <function resource_view_icon at 0x7faf3bba89d0>, 'resource_view_display_preview': <function resource_view_display_preview at 0x7faf3bba8a60>, 'resource_view_full_page': <function resource_view_full_page at 0x7faf3bba8af0>, 'remove_linebreaks': <function remove_linebreaks at 0x7faf3bba8b80>, 'list_dict_filter': <function list_dict_filter at 0x7faf3bba8c10>, 'SI_number_span': <function SI_number_span at 0x7faf3bba8ca0>, 'new_activities': <function new_activities at 0x7faf3bba8d30>, 'uploads_enabled': <function uploads_enabled at 0x7faf3bba8dc0>, 'get_featured_organizations': <function get_featured_organizations at 0x7faf3bba8e50>, 'get_featured_groups': <function get_featured_groups at 0x7faf3bba8ee0>, 'featured_group_org': <function featured_group_org at 0x7faf3bba8f70>, 'get_site_statistics': <function get_site_statistics at 0x7faf3bba9040>, 'resource_formats': <function resource_formats at 0x7faf3bba90d0>, 'unified_resource_format': <function unified_resource_format at 0x7faf3bba9160>, 'check_config_permission': <function check_config_permission at 0x7faf3bba91f0>, 'get_organization': <function get_organization at 0x7faf3bba9280>, 'license_options': <function license_options at 0x7faf3bba9310>, 'get_translated': <function get_translated at 0x7faf3bba93a0>, 'facets': <function facets at 0x7faf3bba9430>, 'mail_to': <function mail_to at 0x7faf3bba94c0>, 'radio': <function radio at 0x7faf3bba9550>, 'clean_html': <function clean_html at 0x7faf3bba95e0>, 'flash': <ckan.lib.helpers._Flash object at 0x7faf3bc11820>, 'localised_number': <function localised_number at 0x7faf3ce58310>, 'localised_SI_number': <function localised_SI_number at 0x7faf3ce58430>, 'localised_nice_date': <function localised_nice_date at 0x7faf3ce581f0>, 'localised_filesize': <function localised_filesize at 0x7faf3ce583a0>, 'get_available_locales': <function get_available_locales at 0x7faf3dfaaca0>, 'get_locales_dict': <function get_locales_dict at 0x7faf3dfaac10>, 'literal': <class 'ckan.lib.helpers.literal'>, 'asbool': <function asbool at 0x7faf3e0afee0>, 'urlencode': <function urlencode at 0x7faf3fc71ca0>, 'include_asset': <function include_asset at 0x7faf3bc21820>, 'render_assets': <function render_assets at 0x7faf3bc21940>, 'sanitize_id': <function sanitize_id at 0x7faf3bba9700>, 'compare_pkg_dicts': <function compare_pkg_dicts at 0x7faf3bba9790>, 'activity_list_select': <function activity_list_select at 0x7faf3bba9820>, 'get_collaborators': <function get_collaborators at 0x7faf3bba98b0>, 'can_update_owner_org': <function can_update_owner_org at 0x7faf3bba9940>, 'check_ckan_version': <function check_ckan_version at 0x7faf3bba99d0>, 'csrf_input': <function csrf_input at 0x7faf3bba9a60>, 'saeoss_default_spatial_search_extent': functools.partial(<function get_default_spatial_search_extent at 0x7faf1ea27dc0>, 0.001), 'default_bounding_box': <function get_default_bounding_box at 0x7faf1ea27e50>, 'convert_geojson_to_bounding_box': <function convert_geojson_to_bbox at 0x7faf1ea27ee0>, 'extent_to_bbox': <function convert_string_extent_to_bbox at 0x7faf1ea27f70>, 'saeoss_themes': <function get_saeoss_themes at 0x7faf1ea644c0>, 'iso_topic_categories': <function get_iso_topic_categories at 0x7faf1ea27ca0>, 'get_iso_topic_display': <function get_iso_topic_display at 0x7faf1ea27d30>, 'saeoss_show_version': <function helper_show_version at 0x7faf1e9fc040>, 'user_is_org_member': <function user_is_org_member at 0x7faf1e9fc0d0>, 'org_member_list': <function org_member_list at 0x7faf1e9fc160>, 'user_is_staff_member': <function user_is_staff_member at 0x7faf1e9fc1f0>, 'get_featured_datasets': <function get_featured_datasets at 0x7faf1e9fc310>, 'get_recently_modified_datasets': <function get_recently_modified_datasets at 0x7faf1e9fc430>, 'get_all_datasets_count': <function get_all_datasets_count at 0x7faf1e9fc4c0>, 'saeoss_org_memberships': <function get_org_memberships at 0x7faf1e9fc790>, 'mod_scheming_flatten_subfield': <function mod_scheming_flatten_subfield at 0x7faf1e9fc820>, 'get_today_date': <function get_today_date at 0x7faf1e9fc940>, 'get_maintenance_custom_other_field_data': <function get_maintenance_custom_other_field_data at 0x7faf1e9fc8b0>, 'get_release': <function get_current_release at 0x7faf1e9fc9d0>, 'get_saved_searches': <function get_saved_searches at 0x7faf1e9fcaf0>, 'get_recent_news': <function get_recent_news at 0x7faf1e9fcd30>, 'get_featured_datasets_count': <function get_featured_datasets_count at 0x7faf1e9fc3a0>, 'get_user_name': <function get_user_name at 0x7faf1e9fcb80>, 'get_user_name_from_url': <function get_user_name_from_url at 0x7faf1e9fcca0>, 'get_user_id': <function get_user_id at 0x7faf1e9fcc10>, 'get_seo_metatags': <function get_seo_metatags at 0x7faf1e9fcdc0>, 'get_datasets_thumbnail': <function get_datasets_thumbnail at 0x7faf1e9fc670>, 'get_year': <function get_year at 0x7faf1e9fce50>, 'get_user_dashboard_packages': <function get_user_dashboard_packages at 0x7faf1e9fcee0>, 'get_org_public_records_count': <function get_org_public_records_count at 0x7faf1e9fc5e0>, 'group_package_count': <function group_package_count at 0x7faf1e9fc550>, 'render_content': <function render_content at 0x7faf1f1155e0>, 'get_wysiwyg_editor': <function get_wysiwyg_editor at 0x7faf1f121b80>, 'get_recent_blog_posts': <function get_recent_blog_posts at 0x7faf1f121c10>, 'pages_get_plus_icon': <function get_plus_icon at 0x7faf1f121ca0>, 'scheming_language_text': <function scheming_language_text at 0x7faf1f1d8d30>, 'scheming_field_choices': <function scheming_field_choices at 0x7faf1f1d8dc0>, 'scheming_choices_label': <function scheming_choices_label at 0x7faf1f1d8e50>, 'scheming_datastore_choices': <function scheming_datastore_choices at 0x7faf1f1d8ee0>, 'scheming_field_required': <function scheming_field_required at 0x7faf1f1d8b80>, 'scheming_dataset_schemas': <function scheming_dataset_schemas at 0x7faf1f1d8f70>, 'scheming_get_presets': <function scheming_get_presets at 0x7faf1f1d8c10>, 'scheming_get_preset': <function scheming_get_preset at 0x7faf1f14f040>, 'scheming_get_dataset_schema': <function scheming_get_dataset_schema at 0x7faf1f14f0d0>, 'scheming_get_dataset_form_pages': <function scheming_get_dataset_form_pages at 0x7faf1f14f160>, 'scheming_group_schemas': <function scheming_group_schemas at 0x7faf1f14f1f0>, 'scheming_get_group_schema': <function scheming_get_group_schema at 0x7faf1f14f280>, 'scheming_organization_schemas': <function scheming_organization_schemas at 0x7faf1f14f310>, 'scheming_get_organization_schema': <function scheming_get_organization_schema at 0x7faf1f14f3a0>, 'scheming_get_schema': <function scheming_get_schema at 0x7faf1f14f430>, 'scheming_field_by_name': <function scheming_field_by_name at 0x7faf1f14f4c0>, 'scheming_datetime_to_utc': <function scheming_datetime_to_utc at 0x7faf1f14f5e0>, 'scheming_datetime_to_tz': <function scheming_datetime_to_tz at 0x7faf1f14f670>, 'scheming_get_timezones': <function scheming_get_timezones at 0x7faf1f14f700>, 'scheming_display_json_value': <function scheming_display_json_value at 0x7faf1f14f790>, 'scheming_render_from_string': <function scheming_render_from_string at 0x7faf1f14f820>, 'scheming_flatten_subfield': <function scheming_flatten_subfield at 0x7faf1f14f8b0>, 'get_common_map_config_shp': <function get_common_map_config at 0x7faf1f1b8670>, 'get_shapefile_viewer_config': <function get_shapefile_viewer_config at 0x7faf1f1b8700>, 'get_common_map_config_wmts': <function get_common_map_config at 0x7faf1f1b8670>, 'get_common_map_config_geojson': <function get_common_map_config at 0x7faf1f1b8670>, 'geojson_get_max_file_size': <function get_max_file_size at 0x7faf1f1b8790>, 'get_common_map_config_geoviews': <function get_common_map_config at 0x7faf1f1b8670>, 'get_openlayers_viewer_config': <function get_openlayers_viewer_config at 0x7faf1f1b8820>, 'get_reference_date': <function get_reference_date at 0x7faf151c5af0>, 'get_responsible_party': <function get_responsible_party at 0x7faf151c5b80>, 'get_common_map_config': <function get_common_map_config at 0x7faf151c5c10>, 'package_list_for_source': <function package_list_for_source at 0x7faf151c5e50>, 'package_count_for_source': <function package_count_for_source at 0x7faf151c5ee0>, 'harvesters_info': <function harvesters_info at 0x7faf151c5f70>, 'harvester_types': <function harvester_types at 0x7faf151b9040>, 'harvest_frequencies': <function harvest_frequencies at 0x7faf151b90d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7faf151b9160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7faf151b91f0>, 'bootstrap_version': <function bootstrap_version at 0x7faf151b9280>, 'get_harvest_source': <function get_harvest_source at 0x7faf151c5dc0>, 'get_map_config': <function get_mapview_config at 0x7faf39a1f550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7faf39a1f5e0>} |
| 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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| title | 'Topic Category' |
| ungettext | <function ungettext at 0x7faf3e0af670> |
| Variable | Value |
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| name | 'tags' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
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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', 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| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| title | 'Tags' |
| ungettext | <function ungettext at 0x7faf3e0af670> |
| Variable | Value |
|---|---|
| c | <flask.g of 'ckan.config.middleware.flask_app'> |
| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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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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| 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. This data was collected under the ACEP SMART ZONES MPA project (2021 – 2023) using the ACEP Geophysics and Mapping Platform.", 'num_resources': 1, 'num_tags': 5, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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Additionally, this study will assess whether the zonation plans provide for representation of all reef and canyon types within each zone or if there is unbalanced coverage for certain reefs and in certain zones. This is important to assess the initiation of the MPA, especially to ensure that the interpretation of monitoring results in future to compare ecosystems and fish on reefs and canyons in the mesophotic zone are not flawed by natural differences from the outset due to the selection of zone boundaries. This dataset consists of XYZ points below the sea surface and relative to the mean sea level. 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Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T14:21:53.400156', 'metadata_date': '2023-01-27T00:00', 'metadata_modified': '2025-09-12T08:29:23.503760', 'metadata_thumbnail': '', 'name': 'bathymetry_data_collected_from_mobile_epibenthic_invertebrate_stations_november_2022', 'notes': "This dataset forms part of the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This dataset is used for seabed analysis, the interpretation and creation of derivatives for geomorphological and statistical analysis in comparison with biological metrics. This dataset consists of locations below the surface of the water where the depth of water is precisely known relative to MSL. Sessile and mobile epibenthic invertebrates are organisms that are part of the benthic community. These organisms perform crucial roles and ecosystem services that benefit the benthic community and marine environment as a whole. These organisms’ distribution is affected by many abiotic and biotic factors. This study aims to determine the distribution of both the mobile and sessile epibenthic invertebrates and to investigate the relationship between the mobile and sessile epibenthic invertebrates. The objectives are to measure the abundance and composition of both the mobile and sessile epibenthic invertebrates found on the inner continental shelf of Umhlanga, KwaZulu-Natal and to analyze the statistical relationship between the sessile epibenthic assemblage data and the mobile epibenthic assemblage data. These aims and objectives will be satisfied by sampling on the Umhlanga coast using a drop camera and a baited drop camera. Multivariate tests were run on the abundance data and a Pearson’s correlation test for the relationship between the mobile and sessile epibenthic invertebrates. This study will provide new data on the presence and abundance of understudied mobile invertebrates inhabiting unconsolidated sediments of the KZN inner continental shelf and contribute to our understanding of the relationship between sessile and mobile invertebrate epifauna on the unconsolidated inner continental shelf. It will also test and establish the usefulness of a baited drop-camera for sampling epibenthic invertebrates.", 'num_resources': 1, 'num_tags': 6, 'organization': {'id': '406569f5-01c7-4e26-93e8-f8b40b874dcc', 'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'title': 'NRF-SAIAB', 'type': 'organization', 'description': 'The South African Institute for Aquatic Biodiversity (NRF-SAIAB) is a national facility of the National Research Foundation (NRF). 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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| hide_resources | Undefined |
| item_class | Undefined |
| package | {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'false', 'id': '09a1e549-5fb4-40ee-8e77-c071453722c7', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Landsat 08 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. 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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': '2023 Landsat 08 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': '2023-12-31T00:00', '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': "SANSA's customer services"}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T14:10:11.071557', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '2ead516a-e072-4a0f-9598-06b25cb2d6cf', 'last_modified': None, 'metadata_modified': '2025-08-27T14:10:11.062142', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': '09a1e549-5fb4-40ee-8e77-c071453722c7', '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': 'distributor', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': '0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:30000', '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=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| ungettext | <function ungettext at 0x7faf3e0af670> |
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| item_class | Undefined |
| package | {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'false', 'id': '17c3bf37-ac5d-45d2-8508-0921d332684c', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': ' 2013 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 07 February and 31 December 2013, covering selected areas of South Africa. The data are provided in GeoTIFF format', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T13:41:47.147201', 'metadata_date': '2025-08-27T00:00', 'metadata_modified': '2025-08-27T13:57:24.351033', 'metadata_thumbnail': '', 'name': '2013-spot-5-satellite-imagery', 'notes': ' 2013 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 07 February and 31 December 2013, 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. 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': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| ungettext | <function ungettext at 0x7faf3e0af670> |
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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': 'false', 'id': 'c411a545-6c47-45eb-a9a7-b337e2225271', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': '2014 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 06 June and 13 December 2014, covering selected areas of South Africa. The data are provided in GeoTIFF format.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T13:47:46.297513', 'metadata_date': '2025-08-27T10:00', 'metadata_modified': '2025-08-27T13:56:59.413895', 'metadata_thumbnail': '', 'name': '2014-spot-5-satellite-imagery', 'notes': '2014 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 06 June and 13 December 2014, 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. 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=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| ungettext | <function ungettext at 0x7faf3e0af670> |
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|---|---|
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| item_class | Undefined |
| package | {'author': None, 'author_email': None, 'creator_user_id': '51ab5002-5dc5-4fdc-a0ab-ce13592d0d6f', 'doi': '', 'featured': 'false', 'id': '84a8af6f-91fe-47f0-a615-4fecc72aacbd', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': '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.', '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. 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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=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| ungettext | <function ungettext at 0x7faf3e0af670> |
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| package | {'author': None, 'author_email': None, 'creator_user_id': '0b92035a-fbbd-4659-ac02-1454f5ea394d', 'doi': '', 'featured': 'true', 'id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. The Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T12:39:12.192204', 'metadata_date': '2025-08-27T14:38', 'metadata_modified': '2025-08-27T12:41:58.829540', 'metadata_thumbnail': '', 'name': '2024-sentinel-2q3-cloudless-mosaic-', 'notes': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. \r\n\r\nThe Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. \r\n\r\nThe packaged datasets processed by SANSA are subject to strict distribution controls. 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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': '2024 Sentinel-2 Q3 Cloudless Mosaic', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'www.sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '0123345024'}], 'dataset_reference_date': [{'reference': '2024-07-01T14:37', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Geo-Tiff', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': 'Catalogue Service', 'description': 4, 'linkage': 'https://catalogue.sansa.org.za', 'name': 'Victoria Nkambule'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-27T12:39:48.023064', 'description': '', 'format': 'Geo-Tiff', 'format_version': '1.1', 'hash': '', 'id': 'd21990ce-ef77-4e5e-a6d7-e0bd0813fbd9', 'last_modified': None, 'metadata_modified': '2025-08-27T12:39:48.018121', 'mimetype': None, 'mimetype_inner': None, 'name': 'SANSA Catalogue', 'package_id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'http://catalogue.sansa.org.za/', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': 'www.sansa.org.za', 'individual_name': 'South African National Space Agency', 'position_name': 'Earth Observation', 'role': 'distributor', 'website': 'www.sansa.org.za'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Building 10, CSIR Campus, Meiring Naude Road, Brummeria ', 'postal_code': '0184'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '0123345024'}], 'spatial_parameters': [{'equivalent_scale': '1:2 500', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'topic_and_saeoss_themes': [{'iso_topic_category': ''}], 'tags': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []} |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| ungettext | <function ungettext at 0x7faf3e0af670> |
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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': '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. ', '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. 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. \r\n', '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': '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=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
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| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
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The CBGERS4A acquired between 04 January and 29 December 2025, with a spatial resolution of 8m multispectral 4 bands (RGB, NIR) and 2m panchromatic, processed to Level2B and 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. 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/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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| 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: 50 Number of pages: 3 |
| q | '' |
| query_error | False |
| remove_field | functools.partial(<function remove_field at 0x7faf1f0f2040>, 'dataset') |
| request | <Request 'http://saeoss.sansa.org.za/dataset/?tags=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&organization=sansa&tags=Hazards+and+vulnerability' [GET]> |
| search_facets | {'organization': {'title': 'organization', 'items': [{'name': 'test', 'display_name': 'SANSA Catalogue Satellite Scenes', 'count': 7}, {'name': 'sansa', 'display_name': 'SANSA', 'count': 37}, {'name': 'south-african-institute-for-aquatic-biodiversity-saiab', 'display_name': 'NRF-SAIAB', 'count': 16}, {'name': 'saeon', 'display_name': 'NRF-SAEON', 'count': 19}, {'name': 'municipal-demarcation-board', 'display_name': 'MDB', 'count': 3}, {'name': 'dffe', 'display_name': 'DFFE', 'count': 9}]}, 'groups': {'title': 'groups', 'items': []}, 'tags': {'title': 'tags', 'items': [{'name': 'yield estimation', 'display_name': 'yield estimation', 'count': 3}, {'name': 'water and land sustainability', 'display_name': 'water and land sustainability', 'count': 5}, {'name': 'soil moisture', 'display_name': 'soil moisture', 'count': 3}, {'name': 'reson', 'display_name': 'reson', 'count': 4}, {'name': 'residue', 'display_name': 'residue', 'count': 2}, {'name': 'potential', 'display_name': 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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=Boundaries&tags=Climatology-Meteorology-Atmosphere&tags=multibeam+bathymetry&tags=Hazards+and+vulnerability&organization=sansa' |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.486654, '_creation_time': 1793466266.486654} |
| sort_by | functools.partial(<function _sort_by at 0x7faf1f0f20d0>, [('tags', 'Boundaries'), ('tags', 'Climatology-Meteorology-Atmosphere'), ('tags', 'multibeam bathymetry'), ('tags', 'Hazards and vulnerability'), ('organization', 'sansa')], 'dataset') |
| sort_by_fields | [] |
| sort_by_selected | 'score desc, metadata_modified desc' |
| ungettext | <function ungettext at 0x7faf3e0af670> |
| Variable | Value |
|---|---|
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| g | <flask.g of 'ckan.config.middleware.flask_app'> |
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| preview_metadata | '{"text_formats": ["text/plain", "txt", "plain"], "json_formats": ["json"], "jsonp_formats": ["jsonp"], "xml_formats": ["xml", "rdf", "rdf+xml", "owl+xml", "atom", "rss"]}' |
| request | <Request 'http://saeoss.sansa.org.za/dataset/ssl/resource/c244ff4c-330d-497b-9b13-be4b16cce920/view/653bc90e-5c4e-4a74-bdfe-0447cfc780cd' [GET]> |
| resource | {'cache_last_updated': None, 'cache_url': None, 'created': '2025-04-01T13:17:29.994978', 'format': 'JSON', 'format_version': '1.0', 'hash': '', 'id': 'c244ff4c-330d-497b-9b13-be4b16cce920', 'last_modified': None, 'metadata_modified': '2025-04-01T13:17:29.970080', 'mimetype': None, 'mimetype_inner': None, 'name': 'STAC Item', 'package_id': 'coclico-catalog_ssl', 'position': 3, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://coclico.blob.core.windows.net/stac/v1/ssl/ssl-mapbox/ssl-mapbox-rp-10.0-scenarios-Historical.json', 'url_type': None} |
| resource_json | '{"cache_last_updated": null, "cache_url": null, "created": "2025-04-01T13:17:29.994978", "format": "JSON", "format_version": "1.0", "hash": "", "id": "c244ff4c-330d-497b-9b13-be4b16cce920", "last_modified": null, "metadata_modified": "2025-04-01T13:17:29.970080", "mimetype": null, "mimetype_inner": null, "name": "STAC Item", "package_id": "coclico-catalog_ssl", "position": 3, "resource_type": null, "size": null, "state": "active", "url": "https://coclico.blob.core.windows.net/stac/v1/ssl/ssl-mapbox/ssl-mapbox-rp-10.0-scenarios-Historical.json", "url_type": null}' |
| resource_url | '"/dataset/ssl/resource/c244ff4c-330d-497b-9b13-be4b16cce920/proxy"' |
| resource_view | {'id': '653bc90e-5c4e-4a74-bdfe-0447cfc780cd', 'resource_id': 'c244ff4c-330d-497b-9b13-be4b16cce920', 'title': 'Text', 'description': '', 'view_type': 'text_view', 'package_id': 'coclico-catalog_ssl'} |
| session | {'_domain': None, '_path': '/', '_accessed_time': 1793466266.7606282, '_creation_time': 1793466266.7606282} |
| ungettext | <function ungettext at 0x7faf3e0af670> |
The toolbar was unable to fetch the SQLAlchemy queries for this request. To enable the SQLAlchemy query display, please:
The Flask-SQLAlchemy extension needs to be configured for this application. Please see the Flask-SQLAlchemy documentation for details.
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| URL route | Endpoint name | HTTP methods | Is alias | Redirect to |
|---|---|---|---|---|
| / | home.index | GET, HEAD, OPTIONS | False | None |
| /<path:filename> | static | GET, HEAD, OPTIONS | False | None |
| /about | home.about | GET, HEAD, OPTIONS | False | None |
| /about/ | about.index | GET, HEAD, OPTIONS | False | None |
| /api/ | api.get_api | GET, HEAD, OPTIONS | False | None |
| /api/2/rest/harvestobject/<id>/html | spatial_harvest_metadata.harvest_object_redirect_html | GET, HEAD, OPTIONS | False | None |
| /api/2/rest/harvestobject/<id>/xml | spatial_harvest_metadata.harvest_object_redirect_xml | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/i18n/<lang> | api.i18n_js_translations | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/dataset/autocomplete | api.dataset_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/group/autocomplete | api.group_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/organization/autocomplete | api.organization_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/resource/format_autocomplete | api.format_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/snippet/<snippet_path> | api.snippet | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/tag/autocomplete | api.tag_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=2):ver>/util/user/autocomplete | api.user_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=1, max=3):ver> | api.get_api | GET, HEAD, OPTIONS | False | None |
| /api/<int(min=3, max=3):ver>/action/<logic_function> | api.action | GET, HEAD, OPTIONS, POST | False | None |
| /api/action/<logic_function> | api.action | GET, HEAD, OPTIONS, POST | False | None |
| /api/i18n/<lang> | api.i18n_js_translations | GET, HEAD, OPTIONS | False | None |
| /api/util/dataset/autocomplete | api.dataset_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/util/group/autocomplete | api.group_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/util/organization/autocomplete | api.organization_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/util/resource/format_autocomplete | api.format_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/util/snippet/<snippet_path> | api.snippet | GET, HEAD, OPTIONS | False | None |
| /api/util/tag/autocomplete | api.tag_autocomplete | GET, HEAD, OPTIONS | False | None |
| /api/util/user/autocomplete | api.user_autocomplete | GET, HEAD, OPTIONS | False | None |
| /basemap_service/<map_id> | service_proxy.proxy_service_url | GET, HEAD, OPTIONS | False | None |
| /blog | pages.blog_index | GET, HEAD, OPTIONS | False | None |
| /blog/<page> | pages.blog_show | GET, HEAD, OPTIONS | False | None |
| /blog_delete/<page> | pages.blog_delete | GET, HEAD, OPTIONS, POST | False | None |
| /blog_edit | pages.blog_new | GET, HEAD, OPTIONS, POST | False | None |
| /blog_edit/ | pages.blog_new | GET, HEAD, OPTIONS, POST | False | None |
| /blog_edit/<page> | pages.blog_edit | GET, HEAD, OPTIONS, POST | False | None |
| /ckan-admin/ | admin.index | GET, HEAD, OPTIONS | False | None |
| /ckan-admin/config | admin.config | GET, HEAD, OPTIONS, POST | False | None |
| /ckan-admin/reset_config | admin.reset_config | GET, HEAD, OPTIONS, POST | False | None |
| /ckan-admin/trash | admin.trash | GET, HEAD, OPTIONS, POST | False | None |
| /contact/ | contact.index | GET, HEAD, OPTIONS | False | None |
| /dashboard/ | dashboard.index | GET, HEAD, OPTIONS | False | None |
| /dashboard/<int:offset> | dashboard.index | GET, HEAD, OPTIONS | False | None |
| /dashboard/datasets | dashboard.datasets | GET, HEAD, OPTIONS | False | None |
| /dashboard/groups | dashboard.groups | GET, HEAD, OPTIONS | False | None |
| /dashboard/organizations | dashboard.organizations | GET, HEAD, OPTIONS | False | None |
| /dataset/ | dataset.search | GET, HEAD, OPTIONS | False | None |
| /dataset/<id> | dataset.read | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/history | dataset.history | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id> | dataset_resource.read | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id> | resource.read | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/delete | dataset_resource.delete | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/delete | resource.delete | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/download | dataset_resource.download | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/download | resource.download | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/download/<filename> | dataset_resource.download | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/download/<filename> | resource.download | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/edit | dataset_resource.edit | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/edit | resource.edit | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/edit_view/<view_id> | dataset_resource.edit_view | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/edit_view/<view_id> | resource.edit_view | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/embed | dataset_resource.embedded_dataviewer | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/embed | resource.embedded_dataviewer | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/new_view | dataset_resource.edit_view | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/new_view | resource.edit_view | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/<resource_id>/preview | dataset_resource.datapreview | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/preview | resource.datapreview | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/proxy | resource_proxy.proxy_view | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/service_proxy | service_proxy.proxy_service | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/view | dataset_resource.view | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/view | resource.view | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/view/<view_id> | dataset_resource.view | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/view/<view_id> | resource.view | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/viewer | dataset_resource.embedded_dataviewer | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/viewer | resource.embedded_dataviewer | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/views | dataset_resource.views | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/<resource_id>/views | resource.views | GET, HEAD, OPTIONS | False | None |
| /dataset/<id>/resource/new | dataset_resource.new | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource/new | resource.new | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/<id>/resource_edit/<resource_id> | dataset.EditView | GET, HEAD, OPTIONS | False | None |
| /dataset/activity/<id> | dataset.activity | GET, HEAD, OPTIONS | False | None |
| /dataset/changes/<id> | dataset.changes | GET, HEAD, OPTIONS | False | None |
| /dataset/changes_multiple | dataset.changes_multiple | GET, HEAD, OPTIONS | False | None |
| /dataset/delete/<id> | dataset.delete | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/edit/<id> | dataset.edit | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/file_parser/ | file_parser.extract_files | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/follow/<id> | dataset.follow | OPTIONS, POST | False | None |
| /dataset/followers/<id> | dataset.followers | GET, HEAD, OPTIONS | False | None |
| /dataset/groups/<id> | dataset.groups | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/harvest_object/<id> | harvester.object_show | GET, HEAD, OPTIONS | False | None |
| /dataset/new | dataset.new | GET, HEAD, OPTIONS, POST | False | None |
| /dataset/new_resource/<id> | dataset.CreateView | GET, HEAD, OPTIONS | False | None |
| /dataset/resources/<id> | dataset.resources | GET, HEAD, OPTIONS | False | None |
| /dataset/unfollow/<id> | dataset.unfollow | OPTIONS, POST | False | None |
| /feeds/custom.atom | feeds.custom | GET, HEAD, OPTIONS | False | None |
| /feeds/dataset.atom | feeds.general | GET, HEAD, OPTIONS | False | None |
| /feeds/group/<string:id>.atom | feeds.group | GET, HEAD, OPTIONS | False | None |
| /feeds/organization/<string:id>.atom | feeds.organization | GET, HEAD, OPTIONS | False | None |
| /feeds/tag/<string:id>.atom | feeds.tag | GET, HEAD, OPTIONS | False | None |
| /group/ | group.index | GET, HEAD, OPTIONS | False | None |
| /group/<id> | group.read | GET, HEAD, OPTIONS | False | None |
| /group/about/<id> | group.about | GET, HEAD, OPTIONS | False | None |
| /group/activity/<id> | group.activity | GET, HEAD, OPTIONS, POST | False | None |
| /group/activity/<id>/<int:offset> | group.activity | GET, HEAD, OPTIONS | False | None |
| /group/admins/<id> | group.admins | GET, HEAD, OPTIONS, POST | False | None |
| /group/bulk_process/<id> | group.bulk_process | GET, HEAD, OPTIONS, POST | False | None |
| /group/delete/<id> | group.delete | GET, HEAD, OPTIONS, POST | False | None |
| /group/edit/<id> | group.edit | GET, HEAD, OPTIONS, POST | False | None |
| /group/follow/<id> | group.follow | GET, HEAD, OPTIONS, POST | False | None |
| /group/followers/<id> | group.followers | GET, HEAD, OPTIONS, POST | False | None |
| /group/history/<id> | group.history | GET, HEAD, OPTIONS, POST | False | None |
| /group/member_delete/<id> | group.member_delete | GET, HEAD, OPTIONS, POST | False | None |
| /group/member_new/<id> | group.member_new | GET, HEAD, OPTIONS, POST | False | None |
| /group/members/<id> | group.members | GET, HEAD, OPTIONS, POST | False | None |
| /group/new | group.new | GET, HEAD, OPTIONS, POST | False | None |
| /group/pages/<id> | pages.group_pages_index | GET, HEAD, OPTIONS | False | None |
| /group/pages/<id>/<page> | pages.group_pages_show | GET, HEAD, OPTIONS | False | None |
| /group/pages_delete/<id>/<page> | pages.group_pages_delete | GET, HEAD, OPTIONS, POST | False | None |
| /group/pages_edit/<id> | pages.group_pages_new | GET, HEAD, OPTIONS, POST | False | None |
| /group/pages_edit/<id>/ | pages.group_pages_new | GET, HEAD, OPTIONS, POST | False | None |
| /group/pages_edit/<id>/<page> | pages.group_pages_edit | GET, HEAD, OPTIONS, POST | False | None |
| /group/unfollow/<id> | group.unfollow | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/ | harvest.search | GET, HEAD, OPTIONS | False | None |
| /harvest/<id> | harvest.read | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/history | harvest.history | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id> | harvest_resource.read | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/delete | harvest_resource.delete | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/<id>/resource/<resource_id>/download | harvest_resource.download | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/download/<filename> | harvest_resource.download | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/edit | harvest_resource.edit | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/<id>/resource/<resource_id>/edit_view/<view_id> | harvest_resource.edit_view | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/<id>/resource/<resource_id>/embed | harvest_resource.embedded_dataviewer | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/new_view | harvest_resource.edit_view | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/<id>/resource/<resource_id>/preview | harvest_resource.datapreview | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/view | harvest_resource.view | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/view/<view_id> | harvest_resource.view | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/viewer | harvest_resource.embedded_dataviewer | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/<resource_id>/views | harvest_resource.views | GET, HEAD, OPTIONS | False | None |
| /harvest/<id>/resource/new | harvest_resource.new | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/<id>/resource_edit/<resource_id> | harvest.EditView | GET, HEAD, OPTIONS | False | None |
| /harvest/<source>/job | harvester.job_list | GET, HEAD, OPTIONS | False | None |
| /harvest/<source>/job/<id> | harvester.job_show | GET, HEAD, OPTIONS | False | None |
| /harvest/<source>/job/<id>/abort | harvester.job_abort | GET, HEAD, OPTIONS | False | None |
| /harvest/<source>/job/last | harvester.job_show_last | GET, HEAD, OPTIONS | False | None |
| /harvest/about/<id> | harvester.about | GET, HEAD, OPTIONS | False | None |
| /harvest/activity/<id> | harvest.activity | GET, HEAD, OPTIONS | False | None |
| /harvest/admin/<id> | harvester.admin | GET, HEAD, OPTIONS | False | None |
| /harvest/changes/<id> | harvest.changes | GET, HEAD, OPTIONS | False | None |
| /harvest/changes_multiple | harvest.changes_multiple | GET, HEAD, OPTIONS | False | None |
| /harvest/clear/<id> | harvester.clear | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/delete/<id> | harvester.delete | GET, HEAD, OPTIONS | False | None |
| /harvest/delete/<id> | harvest.delete | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/edit/<id> | harvest.edit | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/follow/<id> | harvest.follow | OPTIONS, POST | False | None |
| /harvest/followers/<id> | harvest.followers | GET, HEAD, OPTIONS | False | None |
| /harvest/groups/<id> | harvest.groups | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/new | harvest.new | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/new_resource/<id> | harvest.CreateView | GET, HEAD, OPTIONS | False | None |
| /harvest/object/<id> | harvester.object_show | GET, HEAD, OPTIONS | False | None |
| /harvest/object/<id>/html | spatial_harvest_metadata.display_html | GET, HEAD, OPTIONS | False | None |
| /harvest/object/<id>/html/original | spatial_harvest_metadata.display_html_original | GET, HEAD, OPTIONS | False | None |
| /harvest/object/<id>/original | spatial_harvest_metadata.display_xml_original | GET, HEAD, OPTIONS | False | None |
| /harvest/refresh/<id> | harvester.refresh | GET, HEAD, OPTIONS, POST | False | None |
| /harvest/resources/<id> | harvest.resources | GET, HEAD, OPTIONS | False | None |
| /harvest/unfollow/<id> | harvest.unfollow | OPTIONS, POST | False | None |
| /map/ | map.index | GET, HEAD, OPTIONS | False | None |
| /news/ | news.index | GET, HEAD, OPTIONS | False | None |
| /news/news | news.index | GET, HEAD, OPTIONS | False | None |
| /news/news/<page> | news.news_show | GET, HEAD, OPTIONS | False | None |
| /news/news/<page> | news.news_show | GET, HEAD, OPTIONS | False | None |
| /news/news_delete/<page> | news.news_delete | GET, HEAD, OPTIONS, POST | False | None |
| /news/news_edit | news.news_new | GET, HEAD, OPTIONS, POST | False | None |
| /news/news_edit/ | news.news_edit | GET, HEAD, OPTIONS, POST | False | None |
| /news/news_edit/<page> | news.news_edit | GET, HEAD, OPTIONS, POST | False | None |
| /organization/ | organization.index | GET, HEAD, OPTIONS | False | None |
| /organization/<id> | organization.read | GET, HEAD, OPTIONS | False | None |
| /organization/about/<id> | organization.about | GET, HEAD, OPTIONS | False | None |
| /organization/activity/<id> | organization.activity | GET, HEAD, OPTIONS, POST | False | None |
| /organization/activity/<id>/<int:offset> | organization.activity | GET, HEAD, OPTIONS | False | None |
| /organization/admins/<id> | organization.admins | GET, HEAD, OPTIONS, POST | False | None |
| /organization/bulk_process/<id> | organization.bulk_process | GET, HEAD, OPTIONS, POST | False | None |
| /organization/delete/<id> | organization.delete | GET, HEAD, OPTIONS, POST | False | None |
| /organization/edit/<id> | organization.edit | GET, HEAD, OPTIONS, POST | False | None |
| /organization/follow/<id> | organization.follow | GET, HEAD, OPTIONS, POST | False | None |
| /organization/followers/<id> | organization.followers | GET, HEAD, OPTIONS, POST | False | None |
| /organization/history/<id> | organization.history | GET, HEAD, OPTIONS, POST | False | None |
| /organization/member_delete/<id> | organization.member_delete | GET, HEAD, OPTIONS, POST | False | None |
| /organization/member_new/<id> | organization.member_new | GET, HEAD, OPTIONS, POST | False | None |
| /organization/members/<id> | organization.members | GET, HEAD, OPTIONS, POST | False | None |
| /organization/new | organization.new | GET, HEAD, OPTIONS, POST | False | None |
| /organization/pages/<id> | pages.organization_pages_index | GET, HEAD, OPTIONS | False | None |
| /organization/pages/<id>/<page> | pages.organization_pages_show | GET, HEAD, OPTIONS | False | None |
| /organization/pages_delete/<id>/<page> | pages.organization_pages_delete | GET, HEAD, OPTIONS, POST | False | None |
| /organization/pages_edit/<id> | pages.organization_pages_new | GET, HEAD, OPTIONS, POST | False | None |
| /organization/pages_edit/<id>/ | pages.organization_pages_new | GET, HEAD, OPTIONS, POST | False | None |
| /organization/pages_edit/<id>/<page> | pages.organization_pages_edit | GET, HEAD, OPTIONS, POST | False | None |
| /organization/unfollow/<id> | organization.unfollow | GET, HEAD, OPTIONS, POST | False | None |
| /pages | pages.index | GET, HEAD, OPTIONS | False | None |
| /pages/<page> | pages.show | GET, HEAD, OPTIONS | False | None |
| /pages_delete/<page> | pages.delete | GET, HEAD, OPTIONS, POST | False | None |
| /pages_edit | pages.new | GET, HEAD, OPTIONS, POST | False | None |
| /pages_edit/ | pages.new | GET, HEAD, OPTIONS, POST | False | None |
| /pages_edit/<page> | pages.edit | GET, HEAD, OPTIONS, POST | False | None |
| /pages_upload | pages.upload | OPTIONS, POST | False | None |
| /password/reset | password.request_reset | GET, HEAD, OPTIONS, POST | False | None |
| /saeoss/request_dataset_maintenance/<dataset_id> | saeoss.request_dataset_maintenance | GET, HEAD, OPTIONS | False | None |
| /saeoss/request_dataset_management/<string:dataset_id>/<string:management_command> | saeoss.request_dataset_management | GET, HEAD, OPTIONS | False | None |
| /saved_searches/ | saved_searches.index | GET, HEAD, OPTIONS | False | None |
| /saved_searches/delete_saved_search | saved_searches.delete_saved_search | GET, HEAD, OPTIONS, POST | False | None |
| /saved_searches/save_search | saved_searches.save_current_search | GET, HEAD, OPTIONS, POST | False | None |
| /sign-up/ | sign-up.sign-up-landing | GET, HEAD, OPTIONS, POST | False | None |
| /stac/<package_name>/item/<item> | stac_api.item | GET, HEAD, OPTIONS, POST | False | None |
| /stac/catalog | stac_api.catalog | GET, HEAD, OPTIONS, POST | False | None |
| /stac/collection/<package_name> | stac_api.featurecollection | GET, HEAD, OPTIONS, POST | False | None |
| /stac/collections | stac_api.collection | GET, HEAD, OPTIONS, POST | False | None |
| /stac/datasetcollection | stac_api.datasetcollection | GET, HEAD, OPTIONS, POST | False | None |
| /stac/datasetcollection-search | stac_api.datasetcollection_post | GET, HEAD, OPTIONS, POST | False | None |
| /stac/resourcecollection | stac_api.resourcecollection | GET, HEAD, OPTIONS, POST | False | None |
| /stac_harvest/ | stac_harvest.view | GET, HEAD, OPTIONS, POST | False | None |
| /stac_harvest/create/ | stac_harvest.create_stac | GET, HEAD, OPTIONS, POST | False | None |
| /stac_harvest/create_job | stac_harvest.create_job | GET, HEAD, OPTIONS, POST | False | None |
| /stac_harvest/view_jobs/ | stac_harvest.view_jobs | GET, HEAD, OPTIONS, POST | False | None |
| /stats/ | stats.index | GET, HEAD, OPTIONS | False | None |
| /testing/primer | util.primer | GET, HEAD, OPTIONS | False | None |
| /user/ | user.index | GET, HEAD, OPTIONS | False | None |
| /user/<id> | user.read | GET, HEAD, OPTIONS | False | None |
| /user/<id>/api-tokens | user.api_tokens | GET, HEAD, OPTIONS, POST | False | None |
| /user/<id>/api-tokens/<jti>/revoke | user.api_token_revoke | OPTIONS, POST | False | None |
| /user/_logout | user.logout | GET, HEAD, OPTIONS | False | None |
| /user/activity/<id> | user.activity | GET, HEAD, OPTIONS | False | None |
| /user/activity/<id>/<int:offset> | user.activity | GET, HEAD, OPTIONS | False | None |
| /user/delete/<id> | user.delete | OPTIONS, POST | False | None |
| /user/edit | user.edit | GET, HEAD, OPTIONS, POST | False | None |
| /user/edit/<id> | user.edit | GET, HEAD, OPTIONS, POST | False | None |
| /user/follow/<id> | user.follow | OPTIONS, POST | False | None |
| /user/followers/<id> | user.followers | GET, HEAD, OPTIONS | False | None |
| /user/generate_key | user.generate_apikey | OPTIONS, POST | False | None |
| /user/generate_key/<id> | user.generate_apikey | OPTIONS, POST | False | None |
| /user/logged_in | user.logged_in | GET, HEAD, OPTIONS | False | None |
| /user/logged_out | user.logged_out | GET, HEAD, OPTIONS | False | None |
| /user/logged_out_redirect | user.logged_out_page | GET, HEAD, OPTIONS | False | None |
| /user/login | user.login | GET, HEAD, OPTIONS | False | None |
| /user/me | user.me | GET, HEAD, OPTIONS | False | None |
| /user/register | user.register | GET, HEAD, OPTIONS, POST | False | None |
| /user/reset | user.request_reset | GET, HEAD, OPTIONS, POST | False | None |
| /user/reset/<id> | user.perform_reset | GET, HEAD, OPTIONS, POST | False | None |
| /user/unfollow/<id> | user.unfollow | OPTIONS, POST | False | None |
| /util/redirect | util.internal_redirect | GET, HEAD, OPTIONS, POST | False | None |
| /validator/ | validator.index | GET, HEAD, OPTIONS, POST | False | None |
| /validator/retrieve_metadata/ | validator.retrieve_metadata | GET, HEAD, OPTIONS, POST | False | None |
| /validator/validate_all/ | validator.validate_all | GET, HEAD, OPTIONS, POST | False | None |
| /validator/validate_selection/ | validator.validate_selection | GET, HEAD, OPTIONS, POST | False | None |
| /webassets/<path:path> | webassets.index | GET, HEAD, OPTIONS | False | None |
| /zh_CN/ | home.redirect_locale | GET, HEAD, OPTIONS | False | None |
| /zh_CN/<path:path> | home.redirect_locale | GET, HEAD, OPTIONS | False | None |
| /zh_TW/ | home.redirect_locale | GET, HEAD, OPTIONS | False | None |
| /zh_TW/<path:path> | home.redirect_locale | GET, HEAD, OPTIONS | False | None |