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Mapping Vermont Flooding and Vulnerable Communities in Preparation for Future Events: IndexMethods1_Table

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  • Forest Ecosystem Monitoring Cooperative

    • Address:
      705 Spear Street
      South Burlington, Vermont 05403
      United States of America

      Phone: (802) 391-4135
      Email: femc@uvm.edu
      Website: www.uvm.edu/femc

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    Vermont is expected to experience more frequent and more intense flooding. Often, groups who are socially vulnerable are more prone to flood hazard. This project identified “Vulnerable Frontline Vermont Communities” (VFVCs), towns who are both at risk for flooding, and experience high social vulnerability in Vermont. Flood risk was mapped with the Rapid Infrastructure Flooding Tool (PNNL, 2023), drone imagery, and E911 building footprints (VT E911, 2025). Towns with high social vulnerability were identified by mapping the agreement between environmental justice screening tools; EJScreen (EPA, 2024), the Climate Economic Justice Screening Tool (White House, 2024), the VT Environmental Disparities Index (Ren, 2023), and Municipal Climate Change Vulnerability Indicators List (VT ANR, 2025). Hot-spot analysis was performed to identify the towns that met the criteria to be a VFVC. An advisory board that included stakeholders in flood resiliency in Vermont were consulted throughout the project, and participated in a validation activity to ground-truth the VFVCs. In addition, a case study was held in Barre City, to evaluate the results at the community level. These data can be used to inform stakeholders in flood mitigation of strong candidates for equitable flood hazard mitigation in Vermont. This material is based upon work supported by the U.S. Geological Survey under Grant/Cooperative Agreement No. G21AP10630-00 to the Vermont Water Resources and Lake Studies Center.

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  • Kristine Stepenuck: dataset_eml_peopleprincipleinvestigator
    • dataset_eml_peopleEndDate: 2025-08-31

  • Samantha Grant: dataset_eml_peopleprincipleinvestigator
    • dataset_eml_peopleEndDate: 2025-08-31

Organizations

  • Vermont Water Center Vermont Water Resources & Lake Studies Center: funder

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  • dataset_eml_locationcords

    dataset_eml_datatableheader

    • dataset_eml_datatabletitle: IndexMethods1_Table
    • dataset_eml_datatablestartdate: 2024-09-01
    • dataset_eml_datatableendate: 2025-08-31
    • dataset_eml_datatabledescription: This file contains the final scores for the Vulnerable Vermonters Index by town, and calculations for each individual indicator. It also provides the input data used to calculate each indicator score. The Vulnerable Vermonters Index is a representation of social vulnerability given inputs from at least one of four environmental justice screening tools: EJScreen (EPA, 2024), the Climate Economic Justice Screening Tool (White House, 2024), the Vermont Environmental Disparities Index (Ren, 2023), and the Municipal Climate Change Vulnerability Indicators List (VT ANR, 2025). The tools reflect data acquired from 2010 and 2020. The indicators used in the VVI were selected given peer reviewed literature, principal components analysis, and validation from the advisory board. Data are aggregated by town. There are no planned updates to this dataset, or maintenance activities. Read more about the methods at the following link: https://scholarworks.uvm.edu/src/2025/lifescience/13/

    • dataset_eml_datatablepurpose: The purpose of this dataset to calculate scores for the Vulnerable Vermonters Index from the raw inputs.

    • dateset_eml_datatableshortname: 20250808104326_IndexMethod1_TableToExcel.xlsx

    • dataset_eml_datatablephysicalobjectname: VMC.1830.4051

    • dataset_eml_datatabledatatype: mySQL
    • dataset_eml_datatablecitation: Grant, S. (2025). IndexMethods1_Table . FEMC. Available online at: https://www.uvm.edu/femc/data/archive/project/mapping-vermont-flooding-and-vulnerable-communities-in-preparation-for-future-events-/dataset/indexmethods1_table

    • dataset_eml_datatableonlinedistribution: https://www.uvm.edu/femc/data/archive/project/mapping-vermont-flooding-and-vulnerable-communities-in-preparation-for-future-events-/dataset/indexmethods1_table

    dataset_eml_attributelistheader

      dataset_eml_attributelistname: ObjectID
      • dataset_eml_attributelistlabel: ObjectID
      • dataset_eml_attributelistdescription: Unique spatial identifier for each entry.
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: TOWNNAME
      • dataset_eml_attributelistlabel: Town Name
      • dataset_eml_attributelistdescription: Name of Vermont town.
      • dataset_eml_attributeliststoragetype: text
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: TOWNGEOID
      • dataset_eml_attributelistlabel: TOWNGEOID
      • dataset_eml_attributelistdescription: Unique identifier for each town.
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Census2010
      • dataset_eml_attributelistlabel: Census2010
      • dataset_eml_attributelistdescription: 2010 Census tract identifier affiliated with each town.
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Census2020
      • dataset_eml_attributelistlabel: Census2020
      • dataset_eml_attributelistdescription: 2020 Census tract identifier affiliated with each town.
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: CTPercentArea
      • dataset_eml_attributelistlabel: CTPercentArea
      • dataset_eml_attributelistdescription: The percentage of land area that is occupied by each town within the 2020 Census tract boundary.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: AreaLand
      • dataset_eml_attributelistlabel: AreaLand
      • dataset_eml_attributelistdescription: The amount of land that is in each town.
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Shape_Length
      • dataset_eml_attributelistlabel: Shape_Length
      • dataset_eml_attributelistdescription: The length of each polygon.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Shape_Area
      • dataset_eml_attributelistlabel: Shape_Area
      • dataset_eml_attributelistdescription: The area of each polygon.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: LowIncome_or_LowIncome2_
      • dataset_eml_attributelistlabel: Low Income or Low Income 2
      • dataset_eml_attributelistdescription: LowIncome = the overall score for 'Low Income' indicator. LowIncome2 = the rescaled overall score for 'Low Income' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: LimitedEnglishProficiency_or_LimitedEnglishProficiency2_
      • dataset_eml_attributelistlabel: LimitedEnglishProficiency or LimitedEnglishProficiency2
      • dataset_eml_attributelistdescription: LimitedEnglishProficiency = the overall score for 'LimitedEnglishProficiency' indicator. LimitedEnglishProficiency2 = the rescaled overall score for 'LimitedEnglishProficiency2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Rentership_or_Rentership2_
      • dataset_eml_attributelistlabel: Rentership or Rentership2
      • dataset_eml_attributelistdescription: Rentership = the overall score for 'Rentership' indicator. Rentership2 = the rescaled overall score for 'Rentership2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: InternetAccess_or_InternetAccess2
      • dataset_eml_attributelistlabel: InternetAccess or InternetAccess2
      • dataset_eml_attributelistdescription: InternetAccess = the overall score for 'InternetAccess' indicator. InternetAccess2 = the rescaled overall score for 'InternetAccess2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: VehicleAccess_or_VehicleAccess2
      • dataset_eml_attributelistlabel: VehicleAccess or VehicleAccess2
      • dataset_eml_attributelistdescription: VehicleAccess = the overall score for 'VehicleAccess' indicator. VehicleAccess2 = the rescaled overall score for 'VehicleAccess2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: MobileHomes_or_MobileHomes2
      • dataset_eml_attributelistlabel: MobileHomes or MobileHomes2
      • dataset_eml_attributelistdescription: MobileHomes = the overall score for 'MobileHomes' indicator. MobileHomes2 = the rescaled overall score for 'MobileHomes2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Unemployment_or_Unemployment2
      • dataset_eml_attributelistlabel: Unemployment or Unemployment2
      • dataset_eml_attributelistdescription: Unemployment = the overall score for 'Unemployment' indicator. Unemployment2 = the rescaled overall score for 'Unemployment2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: PeopleofColor_or_PeopleofColor2
      • dataset_eml_attributelistlabel: PeopleofColor or PeopleofColor2
      • dataset_eml_attributelistdescription: PeopleofColor = the overall score for 'PeopleofColor' indicator. PeopleofColor2 = the rescaled overall score for 'PeopleofColor2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: HousingCostBurden_or_HousingCostBurden2
      • dataset_eml_attributelistlabel: HousingCostBurden or HousingCostBurden2
      • dataset_eml_attributelistdescription: HousingCostBurden = the overall score for 'HousingCostBurden' indicator. HousingCostBurden2 = the rescaled overall score for 'HousingCostBurden2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Elderly_or_Elderly2
      • dataset_eml_attributelistlabel: Elderly or Elderly2
      • dataset_eml_attributelistdescription: Elderly = the overall score for 'Elderly' indicator. Elderly2 = the rescaled overall score for 'Elderly2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Children_or_Children2
      • dataset_eml_attributelistlabel: Children or Children2
      • dataset_eml_attributelistdescription: Children = the overall score for 'Children' indicator. Children2 = the rescaled overall score for 'Children2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Disability_or_Disability2
      • dataset_eml_attributelistlabel: Disability or Disability2
      • dataset_eml_attributelistdescription: Disability = the overall score for 'Disability' indicator. Disability2 = the rescaled overall score for 'Disability2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Education_or_Education2
      • dataset_eml_attributelistlabel: Education or Education2
      • dataset_eml_attributelistdescription: Education = the overall score for 'Education' indicator. Education2 = the rescaled overall score for 'Education2' indicator in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: VMCCVI
      • dataset_eml_attributelistlabel: VMCCVI
      • dataset_eml_attributelistdescription: Score for a given indicator sourced from the Vermont Municipal Climate Change Vulnerability Indicators List (VT ANR, 2025) in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: CEJST
      • dataset_eml_attributelistlabel: CEJST
      • dataset_eml_attributelistdescription: Score for a given indicator sourced from the Climate and Economic Justice Screening Tool (White House Council on Environmental Quality, 2024) in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: EJScreen
      • dataset_eml_attributelistlabel: EJScreen
      • dataset_eml_attributelistdescription: Score for a given indicator sourced from the EJScreen Tool (EPA, 2024) in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: VTEDI_
      • dataset_eml_attributelistlabel: VTEDI
      • dataset_eml_attributelistdescription: Score for a given indicator sourced from the Vermont Environmental Disparities Index (Ren, 2023) in percentiles.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ordinal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: Index_Split
      • dataset_eml_attributelistlabel: Index_Split
      • dataset_eml_attributelistdescription: Calculation to factor in any multipart polygons that came from data aggregation.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1
      dataset_eml_attributelistname: UnWeighted_Index
      • dataset_eml_attributelistlabel: UnWeighted_Index
      • dataset_eml_attributelistdescription: Final score of for a town for a given indicator.
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: nominal
      • dataset_eml_attributelistformatstring: D-M-YY
      • dataset_eml_attributelistnumbertype: -1

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