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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",
            
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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",
            
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",
            
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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": "2025-07-14T14:29:04.976548",
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",
            
16
  "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 
            
19
components: flood hazard, population exposure, and socio-economic 
19
components: flood hazard, population exposure, and socio-economic 
            
20
vulnerability. The optimization process ensures proportional 
20
vulnerability. The optimization process ensures proportional 
            
21
representation across these dimensions and supports more equitable and 
21
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 
            
23
includes:\r\n\r\nCoordinates of proposed sensor 
23
includes:\r\n\r\nCoordinates of proposed sensor 
            
24
placement\r\n\r\nCatchment ID\r\n\r\nOptimization priority (hazard, 
24
placement\r\n\r\nCatchment ID\r\n\r\nOptimization priority (hazard, 
            
25
exposure, vulnerability, or balanced)\r\n\r\nThis dataset supports 
25
exposure, vulnerability, or balanced)\r\n\r\nThis dataset supports 
            
26
regional planning, risk mitigation, and infrastructure design 
26
regional planning, risk mitigation, and infrastructure design 
            
27
decisions.",
27
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",
            
33
    "description": "Southeast Texas Urban Integrated Field Lab 
33
    "description": "Southeast Texas Urban Integrated Field Lab 
            
34
(SETx-UIFL) is a DOE-funded Urban Integrated Field Laboratory studying 
34
(SETx-UIFL) is a DOE-funded Urban Integrated Field Laboratory studying 
            
35
the Beaumont-Port Arthur area. The project focuses on Gulf Coast 
35
the Beaumont-Port Arthur area. The project focuses on Gulf Coast 
            
36
communities with industrial facilities and population change 
36
communities with industrial facilities and population change 
            
37
challenges.",
37
challenges.",
            
38
    "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",
44
    "title": "Southeast Texas Urban Integrated Field Lab",
            
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    "type": "organization"
45
    "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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    {
94
    {
            
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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
    {
            
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      "display_name": "socio-economic Data",
137
      "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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    },
            
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    {
143
    {
            
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      "display_name": "urban planning",
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      "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",
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      "name": "urban planning",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
148
      "vocabulary_id": null
            
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    },
149
    },
            
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    {
150
    {
            
127
      "display_name": "vulnerability",
151
      "display_name": "vulnerability",
            
128
      "id": "83eb94cd-4543-48fa-a33e-aa1fb8797d50",
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      "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
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      "vocabulary_id": null
            
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    }
156
    }
            
133
  ],
157
  ],
            
134
  "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",
            
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  "url": "",
161
  "url": "",
            
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  "version": "1.0"
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  "version": "1.0"
            
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}
163
}