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{
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{
            
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  "author": "Christa Brelsford",
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  "author": "Christa Brelsford",
            
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  "author_email": "cbrelsford@lanl.gov",
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  "author_email": "cbrelsford@lanl.gov",
            
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  "creator_user_id": "b79b2b0a-dff8-4e9d-8cc6-abce9662ecfc",
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  "creator_user_id": "b79b2b0a-dff8-4e9d-8cc6-abce9662ecfc",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "9ad744ba-e259-47ce-a139-5bdff28bd4ff",
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  "id": "9ad744ba-e259-47ce-a139-5bdff28bd4ff",
            
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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": "Christa Brelsford",
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  "maintainer": "Christa Brelsford",
            
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  "maintainer_email": "cbrelsford@lanl.gov",
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  "maintainer_email": "cbrelsford@lanl.gov",
            
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  "metadata_created": "2025-07-14T14:29:04.976540",
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  "metadata_created": "2025-07-14T14:29:04.976540",
            
n
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  "metadata_modified": "2025-07-14T14:39:57.726037",
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  "metadata_modified": "2025-07-14T14:39:57.889300",
            
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  "name": "optimized-sensor-locations-flood-risk-southeast-texas",
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  "name": "optimized-sensor-locations-flood-risk-southeast-texas",
            
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  "notes": "This GeoJSON dataset contains the optimized locations for 
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  "notes": "This GeoJSON dataset contains the optimized locations for 
            
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additional flood sensors in Southeast Texas. These locations were 
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additional flood sensors in Southeast Texas. These locations were 
            
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selected using a multi-objective risk framework that balances three 
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selected using a multi-objective risk framework that balances three 
            
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components: flood hazard, population exposure, and socio-economic 
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components: flood hazard, population exposure, and socio-economic 
            
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vulnerability. The optimization process ensures proportional 
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vulnerability. The optimization process ensures proportional 
            
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representation across these dimensions and supports more equitable and 
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representation across these dimensions and supports more equitable and 
            
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effective flood monitoring infrastructure.\r\n\r\nEach feature 
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effective flood monitoring infrastructure.\r\n\r\nEach feature 
            
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includes:\r\n\r\nCoordinates of proposed sensor 
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includes:\r\n\r\nCoordinates of proposed sensor 
            
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placement\r\n\r\nCatchment ID\r\n\r\nOptimization priority (hazard, 
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placement\r\n\r\nCatchment ID\r\n\r\nOptimization priority (hazard, 
            
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exposure, vulnerability, or balanced)\r\n\r\nThis dataset supports 
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exposure, vulnerability, or balanced)\r\n\r\nThis dataset supports 
            
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regional planning, risk mitigation, and infrastructure design 
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regional planning, risk mitigation, and infrastructure design 
            
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decisions.",
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decisions.",
            
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  "num_resources": 1,
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  "num_resources": 1,
            
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  "num_tags": 11,
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  "num_tags": 11,
            
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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": "2024-12-13T20:42:01.291625",
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    "created": "2024-12-13T20:42:01.291625",
            
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    "description": "Southeast Texas Urban Integrated Field Lab 
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    "description": "Southeast Texas Urban Integrated Field Lab 
            
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(SETx-UIFL) is a DOE-funded Urban Integrated Field Laboratory studying 
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(SETx-UIFL) is a DOE-funded Urban Integrated Field Laboratory studying 
            
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the Beaumont-Port Arthur area. The project focuses on Gulf Coast 
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the Beaumont-Port Arthur area. The project focuses on Gulf Coast 
            
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communities with industrial facilities and population change 
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communities with industrial facilities and population change 
            
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challenges.",
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challenges.",
            
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    "id": "cddf0a8a-2c5b-4523-91c5-b8f167e6a21d",
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    "id": "cddf0a8a-2c5b-4523-91c5-b8f167e6a21d",
            
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    "image_url": 
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    "image_url": 
            
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"2025-01-01-201749.119847SETx-URBAN-IFL-Logo-Full-Color-Final.jpg",
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"2025-01-01-201749.119847SETx-URBAN-IFL-Logo-Full-Color-Final.jpg",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "setx-uifl",
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    "name": "setx-uifl",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Southeast Texas Urban Integrated Field Lab",
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    "title": "Southeast Texas Urban Integrated Field Lab",
            
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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": "cddf0a8a-2c5b-4523-91c5-b8f167e6a21d",
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  "owner_org": "cddf0a8a-2c5b-4523-91c5-b8f167e6a21d",
            
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  "private": false,
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  "private": false,
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resources": [
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  "resources": [
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2025-07-14T14:39:57.749378",
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      "created": "2025-07-14T14:39:57.749378",
            
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      "description": "",
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      "description": "",
            
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      "format": "GeoJSON",
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      "format": "GeoJSON",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "0972fb94-3f3d-46a3-9b8b-246fbf7b8067",
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      "id": "0972fb94-3f3d-46a3-9b8b-246fbf7b8067",
            
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      "last_modified": null,
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      "last_modified": null,
            
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      "metadata_modified": "2025-07-14T14:39:57.731501",
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      "metadata_modified": "2025-07-14T14:39:57.731501",
            
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      "mimetype": "application/json",
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      "mimetype": "application/json",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "mint_standard_variables": "",
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      "mint_standard_variables": "",
            
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      "name": "Water Sensor Risk Optimization",
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      "name": "Water Sensor Risk Optimization",
            
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      "package_id": "9ad744ba-e259-47ce-a139-5bdff28bd4ff",
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      "package_id": "9ad744ba-e259-47ce-a139-5bdff28bd4ff",
            
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      "position": 0,
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      "position": 0,
            
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      "resource_type": null,
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      "resource_type": null,
            
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      "size": null,
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      "size": null,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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acc.utexas.edu/setxuifl/flood-sensor-optimization/water_risk.geojson",
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acc.utexas.edu/setxuifl/flood-sensor-optimization/water_risk.geojson",
            
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      "url_type": ""
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      "url_type": ""
            
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    }
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    }
            
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  ],
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  ],
            
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  "spatial": 
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  "spatial": 
            
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28126,29.632524853811297],[-94.48516845703126,29.632524853811297]]]}",
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28126,29.632524853811297],[-94.48516845703126,29.632524853811297]]]}",
            
t
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  "state": "draft",
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  "state": "active",
            
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  "tags": [
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  "tags": [
            
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    {
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    {
            
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      "display_name": "Environmental Data",
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      "display_name": "Environmental Data",
            
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      "id": "92f526cf-6f38-438e-bee4-00d1b2485766",
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      "id": "92f526cf-6f38-438e-bee4-00d1b2485766",
            
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      "name": "Environmental Data",
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      "name": "Environmental Data",
            
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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": "Flood Hazard",
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      "display_name": "Flood Hazard",
            
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      "id": "17751723-c39f-49a4-91a7-2342486052d5",
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      "id": "17751723-c39f-49a4-91a7-2342486052d5",
            
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      "name": "Flood Hazard",
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      "name": "Flood Hazard",
            
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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": "Flood Sensors",
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      "display_name": "Flood Sensors",
            
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      "id": "5c28f469-482a-4fe9-98c5-d2fc65f6e96b",
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      "id": "5c28f469-482a-4fe9-98c5-d2fc65f6e96b",
            
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      "name": "Flood Sensors",
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      "name": "Flood Sensors",
            
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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": "South East Texas",
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      "display_name": "South East Texas",
            
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      "id": "9e35d08d-b580-4bcf-8879-a1bc12d3b366",
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      "id": "9e35d08d-b580-4bcf-8879-a1bc12d3b366",
            
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      "name": "South East Texas",
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      "name": "South East Texas",
            
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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": "exposure",
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      "display_name": "exposure",
            
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      "id": "7f31eb8f-3e86-4f01-b5c9-456e8ff4347b",
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      "id": "7f31eb8f-3e86-4f01-b5c9-456e8ff4347b",
            
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      "name": "exposure",
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      "name": "exposure",
            
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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": "flood-risk",
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      "display_name": "flood-risk",
            
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      "id": "2ee31ba5-f726-4f77-8f25-ab6b5f2cba38",
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      "id": "2ee31ba5-f726-4f77-8f25-ab6b5f2cba38",
            
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      "name": "flood-risk",
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      "name": "flood-risk",
            
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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": "hazard analysis",
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      "display_name": "hazard analysis",
            
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      "id": "cfedebb5-254f-4509-8152-1ec06e02619d",
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      "id": "cfedebb5-254f-4509-8152-1ec06e02619d",
            
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      "name": "hazard analysis",
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      "name": "hazard analysis",
            
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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": "optimization",
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      "display_name": "optimization",
            
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      "id": "3cb2f6c6-a3c2-449e-9526-3bd4fd68451d",
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      "id": "3cb2f6c6-a3c2-449e-9526-3bd4fd68451d",
            
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      "name": "optimization",
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      "name": "optimization",
            
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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": "socio-economic Data",
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      "display_name": "socio-economic Data",
            
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      "id": "b9d57e0e-fa7a-45a3-85fc-b839e13f7654",
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      "id": "b9d57e0e-fa7a-45a3-85fc-b839e13f7654",
            
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      "name": "socio-economic Data",
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      "name": "socio-economic Data",
            
140
      "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": "urban planning",
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      "display_name": "urban planning",
            
145
      "id": "3f631ec7-955e-4783-a375-4c0432b9cb89",
145
      "id": "3f631ec7-955e-4783-a375-4c0432b9cb89",
            
146
      "name": "urban planning",
146
      "name": "urban planning",
            
147
      "state": "active",
147
      "state": "active",
            
148
      "vocabulary_id": null
148
      "vocabulary_id": null
            
149
    },
149
    },
            
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    {
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    {
            
151
      "display_name": "vulnerability",
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      "display_name": "vulnerability",
            
152
      "id": "83eb94cd-4543-48fa-a33e-aa1fb8797d50",
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      "id": "83eb94cd-4543-48fa-a33e-aa1fb8797d50",
            
153
      "name": "vulnerability",
153
      "name": "vulnerability",
            
154
      "state": "active",
154
      "state": "active",
            
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      "vocabulary_id": null
155
      "vocabulary_id": null
            
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    }
156
    }
            
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  ],
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  ],
            
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  "title": "Optimized Sensor Locations for Flood Risk Monitoring in 
158
  "title": "Optimized Sensor Locations for Flood Risk Monitoring in 
            
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Southeast Texas Based on Risk Equity Framework",
159
Southeast Texas Based on Risk Equity Framework",
            
160
  "type": "dataset",
160
  "type": "dataset",
            
161
  "url": "",
161
  "url": "",
            
162
  "version": "1.0"
162
  "version": "1.0"
            
163
}
163
}