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{
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{
            
2
  "author": "Christa Brelsford",
2
  "author": "Christa Brelsford",
            
3
  "author_email": "cbrelsford@lanl.gov",
3
  "author_email": "cbrelsford@lanl.gov",
            
4
  "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",
8
  "license_id": "cc-by-sa",
            
9
  "license_title": "Creative Commons Attribution Share-Alike",
9
  "license_title": "Creative Commons Attribution Share-Alike",
            
10
  "license_url": "http://www.opendefinition.org/licenses/cc-by-sa",
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  "license_url": "http://www.opendefinition.org/licenses/cc-by-sa",
            
11
  "maintainer": "Christa Brelsford",
11
  "maintainer": "Christa Brelsford",
            
12
  "maintainer_email": "cbrelsford@lanl.gov",
12
  "maintainer_email": "cbrelsford@lanl.gov",
            
13
  "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": "2025-07-14T14:29:04.976548",
n
14
  "metadata_modified": "2025-07-14T14:39:57.726037",
            
15
  "name": "optimized-sensor-locations-flood-risk-southeast-texas",
15
  "name": "optimized-sensor-locations-flood-risk-southeast-texas",
            
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  "notes": "This GeoJSON dataset contains the optimized locations for 
16
  "notes": "This GeoJSON dataset contains the optimized locations for 
            
17
additional flood sensors in Southeast Texas. These locations were 
17
additional flood sensors in Southeast Texas. These locations were 
            
18
selected using a multi-objective risk framework that balances three 
18
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 
            
20
vulnerability. The optimization process ensures proportional 
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vulnerability. The optimization process ensures proportional 
            
21
representation across these dimensions and supports more equitable and 
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representation across these dimensions and supports more equitable and 
            
22
effective flood monitoring infrastructure.\r\n\r\nEach feature 
22
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 
            
24
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.",
            
n
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  "num_resources": 0,
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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 
33
    "description": "Southeast Texas Urban Integrated Field Lab 
            
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(SETx-UIFL) is a DOE-funded Urban Integrated Field Laboratory studying 
34
(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 
36
communities with industrial facilities and population change 
            
37
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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      "cache_last_updated": null,
            
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      "cache_url": null,
            
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      "created": "2025-07-14T14:39:57.749378",
            
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      "description": "",
            
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      "format": "GeoJSON",
            
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      "hash": "",
            
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      "id": "0972fb94-3f3d-46a3-9b8b-246fbf7b8067",
            
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      "last_modified": null,
            
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      "metadata_modified": "2025-07-14T14:39:57.731501",
            
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      "mimetype": "application/json",
            
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      "mimetype_inner": null,
            
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      "mint_standard_variables": "",
            
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      "name": "Water Sensor Risk Optimization",
            
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      "package_id": "9ad744ba-e259-47ce-a139-5bdff28bd4ff",
            
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      "position": 0,
            
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      "resource_type": null,
            
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      "size": null,
            
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      "state": "active",
            
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      "url": 
            
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acc.utexas.edu/setxuifl/flood-sensor-optimization/water_risk.geojson",
            
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      "url_type": ""
            
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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]]]}",
            
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  "state": "draft",
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  "state": "draft",
            
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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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    {
101
    {
            
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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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    {
115
    {
            
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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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    {
129
    {
            
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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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    {
136
    {
            
113
      "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",
            
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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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    },
            
119
    {
143
    {
            
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      "display_name": "urban planning",
144
      "display_name": "urban planning",
            
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      "id": "3f631ec7-955e-4783-a375-4c0432b9cb89",
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      "id": "3f631ec7-955e-4783-a375-4c0432b9cb89",
            
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      "name": "urban planning",
146
      "name": "urban planning",
            
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      "state": "active",
147
      "state": "active",
            
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      "vocabulary_id": null
148
      "vocabulary_id": null
            
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    },
149
    },
            
126
    {
150
    {
            
127
      "display_name": "vulnerability",
151
      "display_name": "vulnerability",
            
128
      "id": "83eb94cd-4543-48fa-a33e-aa1fb8797d50",
152
      "id": "83eb94cd-4543-48fa-a33e-aa1fb8797d50",
            
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      "name": "vulnerability",
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      "name": "vulnerability",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
155
      "vocabulary_id": null
            
132
    }
156
    }
            
133
  ],
157
  ],
            
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  "title": "Optimized Sensor Locations for Flood Risk Monitoring in 
158
  "title": "Optimized Sensor Locations for Flood Risk Monitoring in 
            
135
Southeast Texas Based on Risk Equity Framework",
159
Southeast Texas Based on Risk Equity Framework",
            
136
  "type": "dataset",
160
  "type": "dataset",
            
137
  "url": "",
161
  "url": "",
            
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  "version": "1.0"
162
  "version": "1.0"
            
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}
163
}