| packages |
[{'author': None, 'author_email': None, 'creator_user_id': 'edabd58a-206b-4837-ae44-ff17c126fe88', 'doi': '', 'featured': 'false', 'id': 'aeeb7de8-3b8f-4f2d-9e43-3a9735963b93', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'The topology of the features has been checked to eliminate duplications of vertices and ensure the integrity of the feature geometry. The projection of the feature class is Geographic (Lat/Lon) andif one has to calculate the area of features, it must be transformed to UTM Projection and metres be used as units of measurements.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-25T11:43:29.397647', 'metadata_date': '2025-09-25T00:00', 'metadata_modified': '2025-09-25T11:44:22.642418', 'metadata_thumbnail': '', 'name': 'district', 'notes': 'District Municipalities 2018 is a shapefile and attributes information of all the district municipalities in South Africa. In the hierarchy of local government structure, the District Municipalities are contained within Provinces, then District Municipalities contain Local Municipalities. District Municipalities 2018 was published in the Year 2018 after the municipal boundaries had minor technical adjustments.\r\n\r\nThe district (Category C) municipalities are municipalities that are comprised of local (Category B) municipalities. The Metropolitan (Category A) Municipalities are municipalities with the major cities as the core (e.g. City of Johannesburg) and they are outside the District Municipalities. When the boundaries of local municipalities change and affect the boundary of district municipalities, the new district municipal boundary is generated. In the District Municipalities 2018 shapefile there are 44 District Municipalities and 8 Metropolitan Municipalities. Note that Metropolitan Municipalities are included in the District Municipalities shapefile to ensure that the layer is continuous throughout the country. If the Metropolitan Municipalities were left out, there will be void spaces in the layer.', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'name': 'municipal-demarcation-board', 'title': 'MDB', 'type': 'organization', 'description': 'The Municipal Demarcation Board (MDB) is an independent authority responsible for the determination of municipal boundaries.', 'image_url': '2025-08-13-114446.597008mdb-logo.png', 'created': '2025-08-13T11:44:46.616053', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': 'South African District Municipal Boundary 2018', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'info@demarcation.org.za', 'individual_name': 'Municipal Demarcation Board', 'position_name': 'Independent Authority', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2019-10-02T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.0'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 1, 'linkage': 'https://dataportal-mdb-sa.opendata.arcgis.com/datasets/23e1b3458c704f65bc764168ae8557b8_0/about', 'name': 'MDB District Municipal Boundary 2018'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-09-25T11:43:57.269395', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '4c7ad098-6733-41ee-a0af-682ae2cd856d', 'last_modified': None, 'metadata_modified': '2025-09-25T11:43:57.258862', 'mimetype': None, 'mimetype_inner': None, 'name': 'MDB District Municipal Boundary 2018', 'package_id': 'aeeb7de8-3b8f-4f2d-9e43-3a9735963b93', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://dataportal-mdb-sa.opendata.arcgis.com/datasets/23e1b3458c704f65bc764168ae8557b8_0/about', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Municipal Demarcation Board', 'position_name': 'Independent Authority', 'role': 'resource_provider', 'website': ''}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'NA', 'spatial_reference_system': 'WGS:84', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Boundaries', 'id': '8c110fef-c0c0-4d78-a7d9-5a0cb06120c1', 'name': 'Boundaries', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'boundaries'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': 'edabd58a-206b-4837-ae44-ff17c126fe88', 'doi': '', 'featured': 'false', 'id': '1f470951-3100-4249-8b3d-5cd07d9dfe88', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Note that Metropolitan Municipalities are included in the Local Municipalities shapefile to ensure that the layer is continuous throughout the country. If the Metropolitan Municipalities were left out, there will be void spaces in the layer. The topology of the features has been checked to eliminate duplications of vertices and ensure the integrity of the feature geometry. The projection of the feature class is Geographic (Lat/Lon) and if one has to calculate the area of features, it must be transformed to UTM Projection and metres be used as units of measurements.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-28T12:50:36.444111', 'metadata_date': '2018-12-31T00:00', 'metadata_modified': '2025-09-25T11:04:22.840879', 'metadata_thumbnail': '', 'name': 'local_municipal_boundary_2018', 'notes': 'The local (Category B) municipalities are municipalities that are contained within a district (Category C) municipalities. The Metropolitan (Category A) Municipalities are municipalities with the major cities as the core (e.g. City of Johannesburg) and they are outside the District Municipalities. When the boundaries of local municipalities change and affect the boundary of district municipalities, the new district municipal boundary is generated. In the Local Municipalities 2018 shapefile there are 205 Local Municipalities and 8 Metropolitan Municipalities. ', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'name': 'municipal-demarcation-board', 'title': 'MDB', 'type': 'organization', 'description': 'The Municipal Demarcation Board (MDB) is an independent authority responsible for the determination of municipal boundaries.', 'image_url': '2025-08-13-114446.597008mdb-logo.png', 'created': '2025-08-13T11:44:46.616053', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[15.756999, -35.036414], [33.462579, -35.036414], [33.462579, -21.84192], [15.756999, -21.84192], [15.756999, -35.036414]]]}', 'state': 'active', 'title': 'South African Local Municipal Boundary 2018', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'info@demarcation.org.za', 'individual_name': 'Daniel Sebake', 'position_name': 'Senior Manager: Operations Technology', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2019-10-03T00:00', 'reference_date_type': 3}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.0'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': '', 'linkage': 'https://dataportal-mdb-sa.opendata.arcgis.com/datasets/27bbdd5b041b4ba6b5707dfed5aa3923_0/about', 'name': 'MDB Local Municipal Boundary 2018'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-28T12:52:28.631559', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'fac48025-5e1b-4397-936d-84e309ed3de6', 'last_modified': None, 'metadata_modified': '2025-08-28T12:52:28.622614', 'mimetype': None, 'mimetype_inner': None, 'name': 'MDB Local Municipal Boundary 2018', 'package_id': '1f470951-3100-4249-8b3d-5cd07d9dfe88', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://dataportal-mdb-sa.opendata.arcgis.com/search?collection=dataset', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Daniel Sebake', 'position_name': 'Senior Manager: Operations Technology', 'role': 'resource_provider', 'website': ''}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'NA', 'spatial_reference_system': 'EPSG:32735', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Boundaries', 'id': '8c110fef-c0c0-4d78-a7d9-5a0cb06120c1', 'name': 'Boundaries', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'boundaries'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': 'edabd58a-206b-4837-ae44-ff17c126fe88', 'doi': '10.15493/SARVA.31092023', 'featured': 'false', 'id': '63b05561-7191-4736-9e5b-e94f8375bfe6', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'The increase in wards from 4,277 in 2009 to 4,468 in 2020 was driven by population growth and governance reforms aimed at improving representation and service delivery at the local level.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-13T14:28:21.053535', 'metadata_date': '2025-08-13T16:27', 'metadata_modified': '2025-08-13T14:29:11.850938', 'metadata_thumbnail': '', 'name': 'south_african_municipal_ward_boundaries_2020', 'notes': 'In 2020, South Africa was divided into 4,468 municipal wards, forming the smallest administrative units within the local government system. These wards were distributed across 205 local municipalities and 8 metropolitan municipalities, with each ward represented by an elected ward councilor. Ward boundaries were determined by the Municipal Demarcation Board based on factors such as population size, geographic considerations, and administrative efficiency.', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'name': 'municipal-demarcation-board', 'title': 'Municipal Demarcation Board', 'type': 'organization', 'description': 'The Municipal Demarcation Board is an independent authority responsible for the determination of municipal boundaries.', 'image_url': '2025-08-13-114446.597008mdb-logo.png', 'created': '2025-08-13T11:44:46.616053', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'daf47320-a59c-48de-99e1-ed79d1edb8bb', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.4699, -34.8212], [32.8931, -34.8212], [32.8931, -22.1265], [16.4699, -22.1265], [16.4699, -34.8212]]]}', 'state': 'active', 'title': 'South African Municipal Ward Boundaries, 2020', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'info@demarcation.org.za', 'individual_name': 'Municipal Demarcation Board', 'position_name': 'Independent Authority', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2020-11-12T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.0'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 1, 'linkage': 'https://spatialhub-mdb-sa.opendata.arcgis.com/datasets/279fbf82a48f46678ddd498627af3f0a_0/about', 'name': 'MDB Wards 2020'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-08-13T14:28:43.087975', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'ef152e47-80d9-4126-bbcb-359000d590c6', 'last_modified': None, 'metadata_modified': '2025-08-13T14:28:43.051644', 'mimetype': None, 'mimetype_inner': None, 'name': 'MDB Wards 2020', 'package_id': '63b05561-7191-4736-9e5b-e94f8375bfe6', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://spatialhub-mdb-sa.opendata.arcgis.com/datasets/279fbf82a48f46678ddd498627af3f0a_0/about', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Municipal Demarcation Board', 'position_name': 'Independent Authority', 'role': 'resource_provider', 'website': ''}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'NA', 'spatial_reference_system': 'WGS:84', 'spatial_representation_type': '002'}], 'tags': [{'display_name': 'Boundaries', 'id': '8c110fef-c0c0-4d78-a7d9-5a0cb06120c1', 'name': 'Boundaries', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'boundaries'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '', 'featured': 'true', 'id': 'ffca28cb-5b50-48a9-b3b5-6e34cdff98b7', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Land-cover dataset for 2022 generated in-house by the Department of Forestry, Fisheries and the Environment (DFFE) with the Computer Automated Land Cover system (CALC), based on full year 2022 coverage of 20 m Sentinel 2 imagery. All original imagery sourced and automatically processed on the Amazon Web Services (AWS) cloud platform. The land-cover classification consists of 73 classes at 20 m resolution and the product was exported as a Geographic Lat/Lon in a GeoTIFF format.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-07-29T17:43:18.057394', 'metadata_date': '2024-04-15T00:00', 'metadata_modified': '2025-08-01T08:04:44.724360', 'metadata_thumbnail': '', 'name': 'south_african_national_landcover_2022', 'notes': 'Raster-based land-cover dataset representing the full South African landscape for the full year 2022. Derived from 20 m Sentinel 2 imagery acquired between 01 January 2022 and 31 December 2022. Land-cover information classes based on\r\nnew Gazetted land-cover standards and legend content used in 2013/14 national land-cover data. All land-cover and land-use classes generated using automated modelling procedures for full operational repeatability and change detection. The land-cover was produced with CALC (Computer Automated Land-Cover) system by DFFE.', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': 'a08da558-64c6-4214-a930-c678f7300334', 'name': 'dffe', 'title': 'DFFE', 'type': 'organization', 'description': 'Department of Forestry, Fisheries and the Environment', 'image_url': '2025-07-28-071113.285804DFFE.png', 'created': '2025-07-28T07:11:13.295821', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a08da558-64c6-4214-a930-c678f7300334', 'private': False, 'reference_system_additional_info': 'Temporal Extent: 1 January - 31 December 2022.', 'spatial': '{"type": "Polygon", "coordinates": [[[16.35032631778782, -34.92461178447033], [33.04569553620593, -34.92461178447033], [33.04569553620593, -22.12415797493763], [16.35032631778782, -22.12415797493763], [16.35032631778782, -34.92461178447033]]]}', 'state': 'active', 'title': 'South African National Landcover 2022', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'zoumar@environment.gov.za', 'individual_name': 'Dr Zakariyyaa Oumar', 'position_name': 'Chief GIS Professional', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '+2712 399 9293'}], 'dataset_reference_date': [{'reference': '2022-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'geo.TIFF', 'version': '1.0.4'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': '', 'linkage': '', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T17:47:22.244292', 'description': '', 'format': '.geotiff', 'format_version': '', 'hash': '', 'id': '179a059c-2a1c-4c1f-b33c-00de120beeff', 'last_modified': None, 'metadata_modified': '2025-07-29T17:47:22.236598', 'mimetype': None, 'mimetype_inner': None, 'name': 'South African National Landcover 2022 Albers', 'package_id': 'ffca28cb-5b50-48a9-b3b5-6e34cdff98b7', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://environmentza-my.sharepoint.com/personal/gisdocs_environment_gov_za/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FLandcover%2FSANLC%5F2022%2FSA%5FNLC%5F2022%5FALBERS%2Ezip&parent=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FLandcover%2FSANLC%5F2022&ga=1', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Department of Forestry, Fisheries and the Environment', 'position_name': 'Directorate: Environmental Spatial Information', 'role': 'originator', 'website': 'https://www.dffe.gov.za/egis'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Environment House, Steve Biko Street, 473 Arcadia ', 'postal_code': '0083'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': '1:60000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'ecosystems biodiversity and carbon management', 'id': '1a0c8f54-671e-40c2-8568-87b34c7afdf7', 'name': 'ecosystems biodiversity and carbon management', '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': '', 'featured': 'true', 'id': 'd61fb7e7-e122-4613-b1f3-b39769b45fad', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Land-cover dataset for 2020 generated in-house by the Department of Environment, Forestry and Fisheries (DEFF) with the Computer Automated Land Cover system (CALC), based on full year 2020 coverage of 20 m Sentinel 2 imagery. All original imagery sourced and automatically processed on the Amazon Web Services (AWS) cloud platform. The land-cover classification consists of 73 classes at 20 m resolution and the product was exported as a Geographic Lat/Lon in a GeoTIFF format.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-07-29T17:17:38.431768', 'metadata_date': '2021-03-14T00:00', 'metadata_modified': '2025-07-29T17:32:59.824478', 'metadata_thumbnail': '', 'name': 'south_african_national_landcover_2020', 'notes': 'Raster-based land-cover dataset representing the full South African landscape for the full year 2020. Derived from 20 m Sentinel 2 imagery acquired between 01 January 2020 and 31 December 2020. Land-cover information classes based on new Gazetted land-cover standards and legend content used in 2013/14 national land-cover data. All land-cover and land-use classes generated using automated modelling procedures for full operational repeatability and change detection. The land-cover was produced with CALC (Computer Automated Land-Cover) system by DEFF.', 'num_resources': 2, 'num_tags': 1, 'organization': {'id': 'a08da558-64c6-4214-a930-c678f7300334', 'name': 'dffe', 'title': 'DFFE', 'type': 'organization', 'description': 'Department of Forestry, Fisheries and the Environment', 'image_url': '2025-07-28-071113.285804DFFE.png', 'created': '2025-07-28T07:11:13.295821', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a08da558-64c6-4214-a930-c678f7300334', 'private': False, 'reference_system_additional_info': 'Temporal Extent: 1 January { 31 December 2020.', 'spatial': '{"type": "Polygon", "coordinates": [[[16.35032631778782, -34.92461178447033], [33.04569553620593, -34.92461178447033], [33.04569553620593, -22.12415797493763], [16.35032631778782, -22.12415797493763], [16.35032631778782, -34.92461178447033]]]}', 'state': 'active', 'title': 'South African National Landcover 2020', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'zoumar@environment.gov.za', 'individual_name': 'Dr Zakariyyaa Oumar', 'position_name': 'Chief GIS Professional', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': '+2712 399 9293'}], 'dataset_reference_date': [{'reference': '2020-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'geo.TIFF', 'version': '1.0.4'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': '', 'linkage': '', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T17:19:29.178539', 'description': 'South African National Landcover 2020 Albers ', 'format': '.geoTIFF', 'format_version': '1.0.4', 'hash': '', 'id': '8c3c0325-e5d1-468b-b512-155b46791e7a', 'last_modified': None, 'metadata_modified': '2025-07-29T17:24:24.062992', 'mimetype': None, 'mimetype_inner': None, 'name': '', 'package_id': 'd61fb7e7-e122-4613-b1f3-b39769b45fad', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://environmentza-my.sharepoint.com/personal/gisdocs_environment_gov_za/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FLandcover%2FSANLC%5F2020%2FSA%5FNLC%5F2020%5FALBERS%2Etif%2Evat%2Ezip&parent=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FLandcover%2FSANLC%5F2020&ga=1', 'url_type': None}, {'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T17:32:59.845130', 'description': '', 'format': 'PDF', 'format_version': '', 'hash': '', 'id': 'a0b258f1-045d-4c79-a444-f2b0d503e612', 'last_modified': '2025-07-29T17:32:59.809968', 'metadata_modified': '2025-07-29T17:32:59.835583', 'mimetype': 'application/pdf', 'mimetype_inner': None, 'name': 'South African National Landcover 2020 Advisory Note', 'package_id': 'd61fb7e7-e122-4613-b1f3-b39769b45fad', 'position': 1, 'resource_type': 'other', 'size': 615162, 'state': 'active', 'upload_mode': 'single', 'url': 'https://saeoss.sansa.org.za/dataset/d61fb7e7-e122-4613-b1f3-b39769b45fad/resource/a0b258f1-045d-4c79-a444-f2b0d503e612/download/sanlc-2020-advisory-note-on-sparsely-wooded-grassland-class.pdf', 'url_type': 'upload'}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Department of Forestry, Fisheries and the Environment', 'position_name': 'Directorate: Environmental Spatial Information', 'role': 'originator', 'website': 'https://www.dffe.gov.za/egis'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Environment House, Steve Biko Street, 473 Arcadia ', 'postal_code': '0083'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': '1:60000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}], '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': '', 'featured': 'true', 'id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This database was originally developed from a DFFE internal database containing environmental applications for renewable energy developments based on the SEA project for Renewable Energy updated to December 2013. 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