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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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  "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": "2023-11-30T19:56:07.736783",
            
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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 
17
  "notes": "This dataset contains:\r\n- Annual cropland map for the 
            
18
years 2020 and 2021 in Tigray, Ethiopia based on satellite remote 
18
years 2020 and 2021 in Tigray, Ethiopia based on satellite remote 
            
19
sensing data and machine learning classification\r\n- Cropland change 
19
sensing data and machine learning classification\r\n- Cropland change 
            
20
map for years 2020-2021 based on combining above annual maps\r\n- 
20
map for years 2020-2021 based on combining above annual maps\r\n- 
            
21
Labeled datasets used for validation (used for model iteration) and 
21
Labeled datasets used for validation (used for model iteration) and 
            
22
testing (used to report final model accuracy) for 2020 and 2021 annual 
22
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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  "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 
            
30
Agriculture Program.\r\n\r\nOur mission is to enable and advance 
30
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 
31
adoption of satellite Earth observations by public and private 
            
32
organizations to benefit food security, agriculture, and human and 
32
organizations to benefit food security, agriculture, and human and 
            
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environmental resiliency in the US and worldwide.\r\nWe accomplish 
33
environmental resiliency in the US and worldwide.\r\nWe accomplish 
            
34
this through a multidisciplinary and multisectoral Consortium of 
34
this through a multidisciplinary and multisectoral Consortium of 
            
35
leading scientists and agricultural stakeholders, led and implemented 
35
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",
36
by the University of Maryland.\r\n\r\nhttps://nasaharvest.org/\r\n",
            
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    "title": "NASA Harvest",
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    "title": "NASA Harvest",
            
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    "type": "organization"
            
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      "description": "Validation and test data points used for model 
            
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selection (validation) and assessing final model classification 
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selection (validation) and assessing final model classification 
            
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accuracy (test), for Tigray in 2020 and 2021",
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accuracy (test), for Tigray in 2020 and 2021",
            
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  "tags": [
            
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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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      "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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    },
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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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    },
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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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    }
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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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}