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  "contact": [
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  "contact": [
            
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    {
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    {
            
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      "electronic_mail_address": "zoumar@environment.gov.za",
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      "electronic_mail_address": "zoumar@environment.gov.za",
            
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      "individual_name": "Dr Zakariyyaa Oumar",
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      "individual_name": "Dr Zakariyyaa Oumar",
            
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      "position_name": "Chief GIS Professional",
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      "position_name": "Chief GIS Professional",
            
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      "role": "point_of_contact"
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      "role": "point_of_contact"
            
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    }
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    }
            
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  ],
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  "contact_information": [
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  "contact_information": [
            
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  "creator_user_id": "64e47517-dce0-4a13-9ab7-ef1cfcd1d892",
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  "creator_user_id": "64e47517-dce0-4a13-9ab7-ef1cfcd1d892",
            
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  "dataset_reference_date": [
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  "dataset_reference_date": [
            
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    {
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    {
            
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      "reference": "2022-01-01T00:00",
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      "reference": "2022-01-01T00:00",
            
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      "reference_date_type": 1
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      "reference_date_type": 1
            
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    }
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    }
            
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  ],
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  ],
            
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  "distribution_format": [
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  "distribution_format": [
            
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    {
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    {
            
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      "name": "geo.TIFF",
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      "name": "geo.TIFF",
            
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      "version": "1.0.4"
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      "version": "1.0.4"
            
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    }
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  ],
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  ],
            
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  "doi": "",
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  "doi": "",
            
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  "featured": "true",
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  "featured": "true",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "ffca28cb-5b50-48a9-b3b5-6e34cdff98b7",
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  "id": "ffca28cb-5b50-48a9-b3b5-6e34cdff98b7",
            
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  "isopen": false,
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  "isopen": false,
            
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  "license_id": null,
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  "license_id": null,
            
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  "license_title": null,
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  "license_title": null,
            
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  "lineage_statement": "Land-cover dataset for 2022 generated in-house 
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  "lineage_statement": "Land-cover dataset for 2022 generated in-house 
            
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by the Department of Forestry, Fisheries and the Environment (DFFE) 
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by the Department of Forestry, Fisheries and the Environment (DFFE) 
            
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with the Computer Automated Land Cover system (CALC), based on full 
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with the Computer Automated Land Cover system (CALC), based on full 
            
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year 2022 coverage of 20 m Sentinel 2 imagery. All original imagery 
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year 2022 coverage of 20 m Sentinel 2 imagery. All original imagery 
            
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sourced and automatically processed on the Amazon Web Services (AWS) 
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sourced and automatically processed on the Amazon Web Services (AWS) 
            
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cloud platform. The land-cover classi\fcation consists of 73 classes 
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cloud platform. The land-cover classification consists of 73 classes 
            
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at 20 m resolution and the product was exported as a Geographic 
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at 20 m resolution and the product was exported as a Geographic 
            
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Lat/Lon in a GeoTIFF format.",
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Lat/Lon in a GeoTIFF format.",
            
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  "maintainer": null,
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  "maintainer": null,
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2025-07-29T17:43:18.057394",
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  "metadata_created": "2025-07-29T17:43:18.057394",
            
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  "metadata_date": "2024-04-15T00:00",
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  "metadata_date": "2024-04-15T00:00",
            
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  "metadata_language_and_character_set": [
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  "metadata_language_and_character_set": [
            
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    {
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    {
            
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      "dataset_character_set": "utf-8",
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      "dataset_character_set": "utf-8",
            
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      "dataset_language": "English",
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      "dataset_language": "English",
            
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      "metadata_character_set": "utf-8",
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      "metadata_character_set": "utf-8",
            
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      "metadata_language": "English"
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      "metadata_language": "English"
            
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    }
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    }
            
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  ],
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  ],
            
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  "metadata_modified": "2025-07-29T17:48:32.786900",
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  "metadata_modified": "2025-08-01T08:04:44.724360",
            
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  "metadata_standard": [

            
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    {

            
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      "name": "SANS 1878-1:2011",

            
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      "version": "1.1"

            
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    }

            
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  ],

            
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  "metadata_thumbnail": "",
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  "metadata_thumbnail": "",
            
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  "name": "south_african_national_landcover_2022",
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  "name": "south_african_national_landcover_2022",
            
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  "notes": "Raster-based land-cover dataset representing the full 
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  "notes": "Raster-based land-cover dataset representing the full 
            
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South African landscape for the full year 2022. Derived from 20 m 
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South African landscape for the full year 2022. Derived from 20 m 
            
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Sentinel 2 imagery acquired between 01 January 2022 and 31 December 
63
Sentinel 2 imagery acquired between 01 January 2022 and 31 December 
            
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2022. Land-cover information classes based on\r\nnew Gazetted 
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2022. Land-cover information classes based on\r\nnew Gazetted 
            
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land-cover standards and legend content used in 2013/14 national 
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land-cover standards and legend content used in 2013/14 national 
            
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land-cover data. All land-cover and land-use classes generated using 
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land-cover data. All land-cover and land-use classes generated using 
            
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automated modelling procedures for full operational repeatability and 
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automated modelling procedures for full operational repeatability and 
            
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change detection. The land-cover was produced with CALC (Computer 
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change detection. The land-cover was produced with CALC (Computer 
            
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Automated Land-Cover) system by DFFE.",
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Automated Land-Cover) system by DFFE.",
            
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  "num_resources": 1,
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  "num_resources": 1,
            
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  "num_tags": 2,
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  "num_tags": 2,
            
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  "online_resource": [
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      "name": ""
            
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    }
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    }
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2025-07-28T07:11:13.295821",
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    "created": "2025-07-28T07:11:13.295821",
            
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    "description": "Department of Forestry, Fisheries and the 
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    "description": "Department of Forestry, Fisheries and the 
            
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Environment",
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Environment",
            
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    "id": "a08da558-64c6-4214-a930-c678f7300334",
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    "id": "a08da558-64c6-4214-a930-c678f7300334",
            
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    "image_url": "2025-07-28-071113.285804DFFE.png",
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    "image_url": "2025-07-28-071113.285804DFFE.png",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "dffe",
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    "name": "dffe",
            
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    "state": "active",
            
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    "title": "DFFE",
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    "title": "DFFE",
            
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    "type": "organization"
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    "type": "organization"
            
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  },
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  "owner_org": "a08da558-64c6-4214-a930-c678f7300334",
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  "private": false,
            
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  "reference_date": "2022-01-01T00:00",
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  "reference_date": "2022-01-01T00:00",
            
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  "reference_system_additional_info": "Temporal Extent: 1 January - 31 
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  "reference_system_additional_info": "Temporal Extent: 1 January - 31 
            
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December 2022.",
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December 2022.",
            
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  "relationships_as_object": [],
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      "created": "2025-07-29T17:47:22.244292",
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      "created": "2025-07-29T17:47:22.244292",
            
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      "description": "",
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      "description": "",
            
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      "format": ".geotiff",
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      "format": ".geotiff",
            
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      "format_version": "",
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      "format_version": "",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "179a059c-2a1c-4c1f-b33c-00de120beeff",
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      "last_modified": null,
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      "metadata_modified": "2025-07-29T17:47:22.236598",
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      "mimetype_inner": null,
            
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      "name": "South African National Landcover 2022 Albers",
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      "name": "South African National Landcover 2022 Albers",
            
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      "url": 
            
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      "electronic_mail_address": "",
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      "electronic_mail_address": "",
            
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      "individual_name": "Department of Forestry, Fisheries and the 
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      "individual_name": "Department of Forestry, Fisheries and the 
            
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Environment",
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Environment",
            
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      "position_name": "Directorate: Environmental Spatial 
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      "position_name": "Directorate: Environmental Spatial 
            
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Information",
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Information",
            
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      "role": "originator",
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      "role": "originator",
            
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      "website": "https://www.dffe.gov.za/egis"
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      "website": "https://www.dffe.gov.za/egis"
            
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    }
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  ],
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    {
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    {
            
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      "administrative_area": "Gauteng",
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      "administrative_area": "Gauteng",
            
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      "city": "Pretoria",
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      "city": "Pretoria",
            
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      "delivery_point": "Environment House, Steve Biko Street, 473 
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      "delivery_point": "Environment House, Steve Biko Street, 473 
            
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Arcadia ",
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Arcadia ",
            
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      "postal_code": "0083"
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      "postal_code": "0083"
            
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  "spatial": "{\"type\": \"Polygon\", \"coordinates\": 
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  "spatial": "{\"type\": \"Polygon\", \"coordinates\": 
            
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[[[16.35032631778782, -34.92461178447033], [33.04569553620593, 
            
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  "tags": [
            
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    {
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      "display_name": "Imagery-Basemaps-Earth Cover",
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      "display_name": "Imagery-Basemaps-Earth Cover",
            
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      "id": "8895be3b-53e6-43b4-b77b-571ea5ff5252",
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      "id": "8895be3b-53e6-43b4-b77b-571ea5ff5252",
            
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      "name": "Imagery-Basemaps-Earth Cover",
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      "name": "Imagery-Basemaps-Earth Cover",
            
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      "state": "active",
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      "state": "active",
            
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    {
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    {
            
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      "display_name": "ecosystems biodiversity and carbon management",
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      "display_name": "ecosystems biodiversity and carbon management",
            
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      "id": "1a0c8f54-671e-40c2-8568-87b34c7afdf7",
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      "id": "1a0c8f54-671e-40c2-8568-87b34c7afdf7",
            
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      "name": "ecosystems biodiversity and carbon management",
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      "name": "ecosystems biodiversity and carbon management",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "title": "South African National Landcover 2022",
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  "title": "South African National Landcover 2022",
            
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    {
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    {
            
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      "iso_topic_category": "imageryBaseMapsEarthCover"
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      "iso_topic_category": "imageryBaseMapsEarthCover"
            
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    }
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  "type": "dataset",
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  "type": "dataset",
            
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  "version": null
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  "version": null
            
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}
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}