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{
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{
            
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  "author": "Hannah Kerner",
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  "author": "Hannah Kerner",
            
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  "author_email": "hkerner@asu.edu",
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  "author_email": "hkerner@asu.edu",
            
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  "creator_user_id": "bfe955e4-8fe3-4f17-b292-7af5e8eede3a",
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  "creator_user_id": "bfe955e4-8fe3-4f17-b292-7af5e8eede3a",
            
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  "extras": [],
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  "extras": [],
            
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  "groups": [],
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  "groups": [],
            
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  "id": "c08172bc-462f-408d-8578-d7f9148043a8",
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  "id": "c08172bc-462f-408d-8578-d7f9148043a8",
            
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  "isopen": true,
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  "isopen": true,
            
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  "license_id": "cc-by-sa",
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  "license_id": "cc-by-sa",
            
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  "license_title": "Creative Commons Attribution Share-Alike",
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  "license_title": "Creative Commons Attribution Share-Alike",
            
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  "license_url": "http://www.opendefinition.org/licenses/cc-by-sa",
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  "license_url": "http://www.opendefinition.org/licenses/cc-by-sa",
            
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  "maintainer": "",
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  "maintainer": "",
            
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  "maintainer_email": "",
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  "maintainer_email": "",
            
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  "metadata_created": "2023-11-29T23:10:47.076434",
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  "metadata_created": "2023-11-29T23:10:47.076434",
            
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  "metadata_modified": "2023-11-29T23:11:57.148495",
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  "metadata_modified": "2023-11-29T23:14:42.172951",
            
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  "name": "annual-and-change-maps-for-tigray-2020-2021",
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  "name": "annual-and-change-maps-for-tigray-2020-2021",
            
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  "notes": "This dataset contains:\r\n- Annual cropland map for the 
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  "notes": "This dataset contains:\r\n- Annual cropland map for the 
            
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years 2020 and 2021 in Tigray, Ethiopia based on satellite remote 
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years 2020 and 2021 in Tigray, Ethiopia based on satellite remote 
            
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sensing data and machine learning classification\r\n- Cropland change 
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sensing data and machine learning classification\r\n- Cropland change 
            
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map for years 2020-2021 based on combining above annual maps\r\n- 
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map for years 2020-2021 based on combining above annual maps\r\n- 
            
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Labeled datasets used for validation (used for model iteration) and 
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Labeled datasets used for validation (used for model iteration) and 
            
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testing (used to report final model accuracy) for 2020 and 2021 annual 
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testing (used to report final model accuracy) for 2020 and 2021 annual 
            
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maps",
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maps",
            
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  "num_tags": 4,
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  "num_tags": 4,
            
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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": "2020-08-12T19:31:32.922429",
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    "created": "2020-08-12T19:31:32.922429",
            
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    "description": "### NASA Harvest is NASA\u2019s Food Security and 
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    "description": "### NASA Harvest is NASA\u2019s Food Security and 
            
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Agriculture Program.\r\n\r\nOur mission is to enable and advance 
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Agriculture Program.\r\n\r\nOur mission is to enable and advance 
            
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adoption of satellite Earth observations by public and private 
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adoption of satellite Earth observations by public and private 
            
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organizations to benefit food security, agriculture, and human and 
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organizations to benefit food security, agriculture, and human and 
            
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environmental resiliency in the US and worldwide.\r\nWe accomplish 
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environmental resiliency in the US and worldwide.\r\nWe accomplish 
            
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this through a multidisciplinary and multisectoral Consortium of 
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this through a multidisciplinary and multisectoral Consortium of 
            
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leading scientists and agricultural stakeholders, led and implemented 
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leading scientists and agricultural stakeholders, led and implemented 
            
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by the University of Maryland.\r\n\r\nhttps://nasaharvest.org/\r\n",
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by the University of Maryland.\r\n\r\nhttps://nasaharvest.org/\r\n",
            
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    "id": "d81e9aad-28be-4ce0-8c23-827e38671c3d",
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    "image_url": "2022-11-13-223324.873558harvestlogo1811.png",
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    "image_url": "2022-11-13-223324.873558harvestlogo1811.png",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "nasa-harvest",
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    "name": "nasa-harvest",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "NASA Harvest",
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    "title": "NASA Harvest",
            
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    "type": "organization"
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    "type": "organization"
            
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  },
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  },
            
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  "owner_org": "d81e9aad-28be-4ce0-8c23-827e38671c3d",
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  "owner_org": "d81e9aad-28be-4ce0-8c23-827e38671c3d",
            
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  "private": false,
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  "relationships_as_subject": [],
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      "description": "2020 cropland map",
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  "tags": [
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  "tags": [
            
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      "name": "agriculture",
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      "state": "active",
            
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    },
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    {
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    {
            
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      "display_name": "food security",
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      "display_name": "food security",
            
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      "id": "94de7fee-f614-4c66-bf36-c031bb2e2bcd",
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      "id": "94de7fee-f614-4c66-bf36-c031bb2e2bcd",
            
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      "name": "food security",
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      "name": "food security",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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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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      "display_name": "machine learning",
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      "display_name": "machine learning",
            
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      "id": "3236e426-3f20-4f8b-8691-05e8f2972b4f",
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      "id": "3236e426-3f20-4f8b-8691-05e8f2972b4f",
            
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      "name": "machine learning",
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      "name": "machine learning",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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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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      "display_name": "remote sensing",
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      "display_name": "remote sensing",
            
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      "id": "2311a5b0-12df-406e-92f5-e1686668644f",
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      "id": "2311a5b0-12df-406e-92f5-e1686668644f",
            
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      "name": "remote sensing",
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      "name": "remote sensing",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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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": "Annual and Change Maps for Tigray 2020-2021",
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  "title": "Annual and Change Maps for Tigray 2020-2021",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "url": "",
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  "url": "",
            
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  "version": ""
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  "version": ""
            
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}
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}