| packages |
[{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.250320-9', 'featured': 'false', 'id': 'e780d0b4-b842-432d-bf3d-702824787c71', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'A geospatial layer of Department of Environment, Forestry and Fisheries (DEFF) forestry regions and associated potential total harvesting residue annually available from wattle, pine and eucalyptus for 2020-2035.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T07:30:51.058226', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T07:49:01.839247', 'metadata_thumbnail': '', 'name': 'harvested_forestry_residue', 'notes': 'A geospatial layer of Department of Environment, Forestry and Fisheries (DEFF) forestry regions and associated potential total harvesting residue annually available from wattle, pine and eucalyptus for 2020-2035.', 'num_resources': 1, 'num_tags': 9, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[24.965088, -33.985684], [32.773142, -33.985684], [32.773142, -22.771933], [24.965088, -22.771933], [24.965088, -33.985684]]]}', 'state': 'active', 'title': 'Harvested forestry residue', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON Data Science', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2018-01-01T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.250320-9', 'name': 'Harvested forestry residue'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T07:44:40.507734', 'description': '', 'format': 'GEOMAP', 'format_version': '', 'hash': '', 'id': '6876b8e9-eba3-4d12-9969-2cb03482974a', 'last_modified': None, 'metadata_modified': '2025-10-17T07:44:40.500034', 'mimetype': None, 'mimetype_inner': None, 'name': 'Harvested forestry residue', 'package_id': 'e780d0b4-b842-432d-bf3d-702824787c71', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.250320-9', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'Illaria Germishuizen ', 'position_name': 'Research Director', 'role': 'originator', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'bark', 'id': '93f00649-3f39-4767-b510-cb53939ef3d0', 'name': 'bark', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'eucalyptus', 'id': 'a48421e5-348a-414b-a87b-7cbcd31d6b82', 'name': 'eucalyptus', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'forestry areas', 'id': 'daadde15-6163-491c-99fb-4bd1a9d66541', 'name': 'forestry areas', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'forestry regions', 'id': '0b93b9df-19e1-459f-bec9-80a25a5de5b7', 'name': 'forestry regions', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'forestry residue', 'id': 'd1090b00-40bb-40aa-8159-2f16891ac145', 'name': 'forestry residue', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'pine', 'id': '9853da38-b469-438b-80fe-95b3d45e3133', 'name': 'pine', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'stalk', 'id': '2aede82c-866c-44b4-bc21-beb330f871ff', 'name': 'stalk', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'wattle', 'id': '4723c79d-871e-4af3-9f97-72814e5627e5', 'name': 'wattle', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SAEON.GFW.07042024', 'featured': 'false', 'id': 'e702984c-f2a0-4ff1-9462-7b9fc53e5dc3', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'The data originates from the 5m resolution Digital Elevation Model (DEM) (Ezemvelo KZN Wildlife, 2016). This DEM was clipped to the correct catchment areas and utilised to create topographic rasters. The rasters were used in theArcSIE (Soil Inference Engine) version 10.2.105 tool.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-16T10:39:05.866061', 'metadata_date': '2024-07-03T00:00', 'metadata_modified': '2025-10-16T14:33:13.736220', 'metadata_thumbnail': '', 'name': 'digital_soil_mapping_for_hydropedological_purposes_of_the_cathedral_peak_research_catchments', 'notes': 'Conventional soil mapping in montane environments is often a difficult and laborious task given access difficulties, the topography of the environment and the time required to conduct the field investigation. Utilising a remote sensing tool, such as the Arc Soil Inference Engine (ArcSIE) to map soils in these locations can add valuable information for land management. The ArcSIE tool was utilised in the Cathedral Peak research catchments, in KwaZulu-Natal, South Africa with the aim of creating an understanding of the hydropedological behaviour of the soils of three research catchments. A rule-based approach was first undertaken, followed by a case-based validation. A fuzzy membership map of each soil group was produced which integrated all inputs. The overall Kappa coefficient for Cathedral Peak-III is 0.57, for Cathedral Peak-VI is 0.59, and for Cathedral Peak-IX is 0.74. The hydropedological soil group maps achieved an appropriate representation of the complex nature of the soil-landscape relationship, with changes between one soil group and the next being gradual and continuous. Accuracies and inaccuracies within the fuzzy-membership maps can be quantified, allowing for a confidence rating in the use of these maps. These maps can therefore be used in further applications in water and land management for the area.', 'num_resources': 1, 'num_tags': 5, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[29.1913018175082, -29.0085731718718], [29.2730807105465, -29.0085731718718], [29.2730807105465, -28.9799008295305], [29.1913018175082, -28.9799008295305], [29.1913018175082, -29.0085731718718]]]}', 'state': 'active', 'title': 'Digital soil mapping for hydropedological purposes of the Cathedral Peak research catchments, South Africa', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'Paul Gordijn', 'position_name': 'Field Technician', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2024-07-03T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SAEON.GFW.07042024', 'name': 'Digital soil mapping for hydropedological purposes of the Cathedral Peak research catchments, South Africa'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-16T10:40:07.131567', 'description': '', 'format': 'SHP', 'format_version': '', 'hash': '', 'id': 'a82848d0-2741-42c4-8561-8480ff0eb18d', 'last_modified': None, 'metadata_modified': '2025-10-16T10:41:10.728592', 'mimetype': None, 'mimetype_inner': None, 'name': 'Digital soil mapping for hydropedological purposes of the Cathedral Peak research catchments, South Africa', 'package_id': 'e702984c-f2a0-4ff1-9462-7b9fc53e5dc3', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/SAEON.GFW.07042024', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'SAEON', 'role': 'resource_provider', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'digital soil mapping', 'id': '50ed18d2-f407-4cf5-b6a0-2fe04bf1bb98', 'name': 'digital soil mapping', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'hydropedology', 'id': 'eb38531c-24f3-49be-996a-2d8c60be898a', 'name': 'hydropedology', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'remote sensing', 'id': 'ff1b60ee-4c4d-44f9-89bc-8383e5bf5d96', 'name': 'remote sensing', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'soil', 'id': '90ec532c-460b-42c1-9a05-8b6e0be51257', 'name': 'soil', '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': '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': '10.15493/BEA.DATA.10000080', 'featured': 'false', 'id': '964d2862-b467-40db-bb50-aaaa88880934', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Data was derived from the following sources: * CSIR based their assessment of standing IAP biomass on work done by the ARC, supplemented by an evaluation of species that may be exploitable, typical mass of such species, and the relative ease by which these can be exploited. Refer to the detailed BioEnergy Atlas report in this regard. * This data was assigned to planning polygons (meso-zones) and the basis of calculation of exploitable biomass adjusted for a 20-year eradication programme (i.e. harvest 1/20th each year, supplemented by the annual increment of the remaining biomass).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-16T14:18:41.544367', 'metadata_date': '2025-10-16T00:00', 'metadata_modified': '2025-10-17T09:39:40.740321', 'metadata_thumbnail': '', 'name': 'availability_of_exploitable_invasive_alien_plants', 'notes': 'Data was derived from the following sources: CSIR based their assessment of standing IAP biomass on work done by the ARC, supplemented by an evaluation of species that may be exploitable, typical mass of such species, and the relative ease by which these can be exploited. Refer to the detailed BioEnergy Atlas report in this regard. This data was assigned to planning polygons (meso-zones) and the basis of calculation of exploitable biomass adjusted for a 20-year eradication programme (i.e. harvest 1/20th each year, supplemented by the annual increment of the remaining biomass).', 'num_resources': 1, 'num_tags': 7, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.45214, -34.8341698957], [32.8925317467, -34.8341698957], [32.8925317467, -22.12503], [16.45214, -22.12503], [16.45214, -34.8341698957]]]}', 'state': 'active', 'title': 'Availability of Exploitable Invasive Alien Plants', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'Wim Hugo', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2015-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000080', 'name': 'Availability of Exploitable Invasive Alien Plants'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-16T14:19:52.976646', 'description': '', 'format': 'GEOMAP', 'format_version': '', 'hash': '', 'id': '985a2370-8695-4a84-9428-5b46ddbaac86', 'last_modified': None, 'metadata_modified': '2025-10-16T14:19:52.966248', 'mimetype': None, 'mimetype_inner': None, 'name': 'Availability of Exploitable Invasive Alien Plants', 'package_id': '964d2862-b467-40db-bb50-aaaa88880934', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000080', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'Organisation', 'role': 'resource_provider', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Bioenergy', 'id': 'ca34cd72-b5a2-4f3f-81d8-61b65cd42ef8', 'name': 'Bioenergy', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Environment', 'id': 'ad6bb22c-77f7-4d69-81bb-a19bc4bceb95', 'name': 'Environment', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'biodiversity indices', 'id': 'c8ae6871-1f36-4892-8b69-60c34802240b', 'name': 'biodiversity indices', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'ecosystem services', 'id': '201e2748-5553-4e2e-990c-31ce75892d7f', 'name': 'ecosystem services', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'energy', 'id': '1722381a-3be4-46ea-9bcd-9d89526c69f3', 'name': 'energy', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'invasive alien plants', 'id': 'ae210958-a72f-4eed-b116-a4a41c90185a', 'name': 'invasive alien plants', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'surface water', 'id': '29359c57-f6fe-440c-81c0-f128049713fd', 'name': 'surface water', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'environment'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '', '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. From December 2013 to 30 May 2025 the information extracted from these databases were verified and supplemented with official environment application documentation where available, such as application forms, EIA reports, Environmental Authorisations, and lapse letters. Such documentation was primarily provided by DFFE. In cases where documentation was not available from DFFE it was sourced from project websites. In some instances where official documentation was not available from DFFE applicants or their consultants were also contacted to obtain or verify information. There are 0 amendments added; 24 new applications captured and 0 corrections made, see ANNEXURE A with details of records.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-07-29T13:12:22.439409', 'metadata_date': '2025-07-29T00:00', 'metadata_modified': '2025-07-29T16:15:55.992836', 'metadata_thumbnail': '', 'name': 'south_african_renewable_energy_eia_application_database', 'notes': 'The South African Renewable Energy EIA Application Database contains spatial data for renewable energy applications for environmental authorisation. It includes spatial and attribute information for both active (in process and with valid authorisations) and non-active (lapsed or replaced by amendments) applications. Data is captured and managed on a parcels level as well as aggregated to the project level. Only outer boundaries are provided in this release.', 'num_resources': 3, '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': 'N/A', 'spatial': '{"type": "Polygon", "coordinates": [[[16.452278, -46.98034], [38.011607, -46.98034], [38.011607, -22.329087], [16.452278, -22.329087], [16.452278, -46.98034]]]}', 'state': 'active', 'title': 'South African Renewable Energy EIA Application Database', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'Reapplicationmap@dffe.gov.za', 'individual_name': 'Acting Director: Environmental Spatial Information', 'position_name': 'Acting Director', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2025-04-30T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'ArcGIS Pro 3.2.0. Shapefile (shp) file format', 'version': '3.2.0'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'usAscii', 'dataset_language': 'English', 'metadata_character_set': 'usAscii', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': 'ArcGIS', 'description': 1, 'linkage': 'https://egis.environment.gov.za/', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T13:14:53.815138', 'description': '', 'format': 'SHP', 'format_version': '3.2.0', 'hash': '', 'id': 'd9afac43-b7ba-4d49-a35b-36e96493fdab', 'last_modified': None, 'metadata_modified': '2025-07-29T13:31:49.411162', 'mimetype': None, 'mimetype_inner': None, 'name': 'South African renewable energy EIA application database', 'package_id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', '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%2FREEA%2FREEA%5FOR%5F2025%5FQ1%2Ekml&parent=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FREEA&ga=1', 'url_type': None}, {'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T13:29:21.824555', 'description': '', 'format': 'url', 'format_version': '', 'hash': '', 'id': '79722abf-7969-4b26-bc22-64752afb94b4', 'last_modified': None, 'metadata_modified': '2025-07-29T13:32:37.358442', 'mimetype': None, 'mimetype_inner': None, 'name': 'Environmental Geographic Information System', 'package_id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', 'position': 1, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://www.dffe.gov.za/egis', 'url_type': None}, {'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T16:15:56.009553', 'description': '', 'format': 'PDF', 'format_version': '', 'hash': '', 'id': '6eaa026f-707d-4130-a4b7-d2e07604309f', 'last_modified': '2025-07-29T16:15:55.979905', 'metadata_modified': '2025-07-29T16:15:56.000180', 'mimetype': 'application/pdf', 'mimetype_inner': None, 'name': 'REEA 2025 Quarter 1 Metadata', 'package_id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', 'position': 2, 'resource_type': 'other', 'size': 326659, 'state': 'active', 'upload_mode': 'single', 'url': 'https://saeoss.sansa.org.za/dataset/eeac54f3-4f1d-4486-9c28-02aa24fe5298/resource/6eaa026f-707d-4130-a4b7-d2e07604309f/download/reea_or_2025_q1_metadata.pdf', 'url_type': 'upload'}], 'responsible_party': [{'electronic_mail_address': 'Reapplicationmap@dffe.gov.za', 'individual_name': 'Department of Forestry, Fisheries and the Environment', 'position_name': 'Directorate: Environmental Spatial Information', 'role': 'originator', 'website': 'https://egis.environment.gov.za/'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Department of Forestry, Fisheries and the Environment Directorate: Environmental Spatial Information Private Bag X447 Pretoria Gauteng South Africa 0001', 'postal_code': '0001'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '+27 12 399 9295'}], 'spatial_parameters': [{'equivalent_scale': '1:5000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Climatology-Meteorology-Atmosphere', 'id': '48ad3286-3db6-4060-946b-92eaf1fc126d', 'name': 'Climatology-Meteorology-Atmosphere', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'climate energy and urbanization', 'id': '43c4a07a-15a1-4dfa-af2d-79115927edac', 'name': 'climate energy and urbanization', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000060', 'featured': 'false', 'id': '3754a61d-e1e2-4cf6-a830-b8481b888581', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'SAEON calculated a series of pressure maps to relate population, economic activity and biomass potential to the distribution of current and planned infrastructure. The infrastructure that was considered included: * Operational and decommissioned power stations; * Planned new energy infrastructure, based in NERSA permits; * Eskom planned and current transmission, distribution, and substation infrastructure; * Agriculture infrastructure - silos; * Sawmills and sugar mills; * Waste water treatment works and solid waste disposal sites. In each case, an assessment was made on the basis of four categories (below or over median): 1. Close to infrastructure, and high density of population, economic activity, or biomass potential (possibly problematic); 2. Not close to infrastructure, and high density of population, economic activity, or biomass potential (problematic); 3. Close to infrastructure, and low density of population, economic activity, or biomass potential (not problematic); 4. Not close to infrastructure, and low density of population, economic activity, or biomass potential (not problematic).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-16T14:41:48.973692', 'metadata_date': '2025-10-16T00:00', 'metadata_modified': '2025-10-16T14:45:21.869326', 'metadata_thumbnail': '', 'name': 'infrastructure_assessments', 'notes': 'SAEON calculated a series of pressure maps to relate population, economic activity and biomass potential to the distribution of current and planned infrastructure. The infrastructure that was considered included: * Operational and decommissioned power stations; * Planned new energy infrastructure, based in NERSA permits; * Eskom planned and current transmission, distribution, and substation infrastructure; * Agriculture infrastructure - silos; * Sawmills and sugar mills; * Waste water treatment works and solid waste disposal sites. In each case, an assessment was made on the basis of four categories (below or over median): 1. Close to infrastructure, and high density of population, economic activity, or biomass potential (possibly problematic); 2. Not close to infrastructure, and high density of population, economic activity, or biomass potential (problematic); 3. Close to infrastructure, and low density of population, economic activity, or biomass potential (not problematic); 4. Not close to infrastructure, and low density of population, economic activity, or biomass potential (not problematic).', 'num_resources': 1, 'num_tags': 10, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.452, -34.8341698957], [32.8925317467, -34.8341698957], [32.8925317467, -22.12503], [16.452, -22.12503], [16.452, -34.8341698957]]]}', 'state': 'active', 'title': 'Infrastructure Assessments', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'Wim Hugo', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2015-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000060', 'name': 'Infrastructure Assessments'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-16T14:43:34.437295', 'description': '', 'format': 'GEOMAP', 'format_version': '', 'hash': '', 'id': '3cd55fec-5252-49d0-9681-0f30991fd80b', 'last_modified': None, 'metadata_modified': '2025-10-16T14:43:34.427997', 'mimetype': None, 'mimetype_inner': None, 'name': 'Infrastructure Assessments', 'package_id': '3754a61d-e1e2-4cf6-a830-b8481b888581', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000060', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'Organisation', 'role': 'resource_provider', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Demography', 'id': 'ccd1fbaf-5fe7-4784-a643-b6f498578432', 'name': 'Demography', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Economic vulnerability', 'id': '2174dd69-d0cf-4f56-8a32-f527bfb3eb68', 'name': 'Economic vulnerability', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Environment', 'id': 'ad6bb22c-77f7-4d69-81bb-a19bc4bceb95', 'name': 'Environment', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Settlement', 'id': '76b43ead-57a0-4dd5-91ab-fcde5a799ad4', 'name': 'Settlement', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Socio-economic', 'id': '1ae6c2fa-2640-4c76-a1e7-a68f7a113248', 'name': 'Socio-economic', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'biomass potential', 'id': 'c536ff24-f315-44b0-a86c-ceeb3d7ce9ce', 'name': 'biomass potential', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'economic activity', 'id': '100a8a2a-70eb-498d-9c1b-9fa723baf80b', 'name': 'economic activity', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'infrastructure', 'id': '280c04f7-fe83-4294-8167-f2526f7c4a1f', 'name': 'infrastructure', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'population', 'id': 'f3244691-7bd3-4de1-a346-92f132d043ee', 'name': 'population', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'pressure', 'id': '4036c4e1-0924-4266-899c-fef8fdc97411', 'name': 'pressure', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'environment'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000082', 'featured': 'false', 'id': '40c74018-b618-40d0-bdfb-21db03dc6f41', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Data was derived from the following sources: * CSIR was commissioned by the BioEnergy Atlas to assemble known data on solid waste production from household and commercial sources in South Africa. This data was only available at provincial aggregate level, and derives from statistics published by the Department of Water and Sanitation, or recent studies funded by them. * Data from StatsSA (Census 2011) enabled the calculation of number of households within each planning zone that were serviced at the time, with the balance unserviced. * SAEON developed a model from national and international statistics linking waste water production and composition to household income. This model was used, based on StatsSA Census Data, to estimate the organic component produced by each household per planning zone (mesozone) annually. * These factors were used to disaggregate provincial production data, resulting in a value for unserviced and serviced organic wastewater from household sources to be calculated for each mesozone.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T07:12:59.317624', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:37:29.037486', 'metadata_thumbnail': '', 'name': 'serviced_and_unserviced_waste_water_organic_component', 'notes': 'Data was derived from the following sources: * CSIR was commissioned by the BioEnergy Atlas to assemble known data on solid waste production from household and commercial sources in South Africa. This data was only available at provincial aggregate level, and derives from statistics published by the Department of Water and Sanitation, or recent studies funded by them. * Data from StatsSA (Census 2011) enabled the calculation of number of households within each planning zone that were serviced at the time, with the balance unserviced. * SAEON developed a model from national and international statistics linking waste water production and composition to household income. This model was used, based on StatsSA Census Data, to estimate the organic component produced by each household per planning zone (mesozone) annually. * These factors were used to disaggregate provincial production data, resulting in a value for unserviced and serviced organic wastewater from household sources to be calculated for each mesozone.', 'num_resources': 1, 'num_tags': 8, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.45214, -34.8341698957], [32.8925317467, -34.8341698957], [32.8925317467, -22.12503], [16.45214, -22.12503], [16.45214, -34.8341698957]]]}', 'state': 'active', 'title': 'Serviced and Unserviced Waste Water - Organic Component', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'Wim Hugo', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2015-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000082', 'name': 'Serviced and Unserviced Waste Water - Organic Component'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T07:15:03.812737', 'description': '', 'format': 'GEOMAP', 'format_version': '', 'hash': '', 'id': 'b47f179f-b705-4c67-9f6f-654d5799dd09', 'last_modified': None, 'metadata_modified': '2025-10-17T07:15:03.803797', 'mimetype': None, 'mimetype_inner': None, 'name': 'Serviced and Unserviced Waste Water - Organic Component', 'package_id': '40c74018-b618-40d0-bdfb-21db03dc6f41', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000082', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'South African Environmental Observation Network', 'position_name': 'Organisation', 'role': 'resource_provider', 'website': 'catalogue.saeon.ac.za'}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Environment', 'id': 'ad6bb22c-77f7-4d69-81bb-a19bc4bceb95', 'name': 'Environment', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Hazards and vulnerability', 'id': '5829ec05-94f5-4147-8521-d1c6a37510e3', 'name': 'Hazards and vulnerability', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Municipalities', 'id': 'cbad33a1-1960-4cf3-a4e6-1d65230faa9d', 'name': 'Municipalities', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Settlement', 'id': '76b43ead-57a0-4dd5-91ab-fcde5a799ad4', 'name': 'Settlement', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Socio-economic', 'id': '1ae6c2fa-2640-4c76-a1e7-a68f7a113248', 'name': 'Socio-economic', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'biomass', 'id': '3599fc01-138e-449a-8618-4697ace9ddfe', 'name': 'biomass', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'organic waste', 'id': '66132173-2f04-40e0-99d5-d5e601e67fda', 'name': 'organic waste', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'waste water', 'id': '562cc66c-eb30-4566-985f-7c07453dfd89', 'name': 'waste water', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'environment'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}] |