All GDSC Collections

The University of Miami Geospatial Data Special Collections (GDSC) is a joint initiative between the Institute for Data Science and Computing (IDSC) and the University of Miami Libraries to make geographic data at the University of Miami more discoverable, accessible, and interoperable. To do this GDSC provides a non-proprietary platform to dynamically discover, publish, and/or consume geographic data as a service. The geographic data available through GDSC is a highly curated set of collections--or special collections--of geographic data with coverage in south Florida and the Global South of the western hemisphere.

Collection:

Results (n=148):
Collections: Vulnerability | Health Outcomes
Miami-Dade County-DERM (2018). Miami-Dade Brownfield Sites [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::brownfield/about

A polygon feature class of the brownfield areas within Miami-Dade County

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Environment, Health, Safety, Pollution, Contamination, Clean-Up Site, Brownfield, Brownfield Site, Hazard, Public-Safety

Collections: CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Office for Civic and Community Engagement, University of Miami, Institute for Data Science and Computing (2024). Miami-Dade Parcels Augmented for CAMP [gis dataset]. University of Miami Institute for Data Science and Computing.

A polygon feature class of property boundaries in Miami-Dade county sourced from the Miami-Dade Open Data Portal and then augmented with elevation data, flood zone data, qualified ...

last updated: 2025-04-16

key words: Miami-Dade County, property, elevation, flood zones, municipal zoning, county zoning, qualified opportunity zones, land use, DOR codes

Collections: Little River Climate Resilience
Chris Mader (2024). 2024 Little River Drone Survey [gis dataset]. University of Miami GDSC. https://gdsc.idsc.miami.edu/

High resolution orthographic image of the Little River neighborhood of the greater Miami metropolitan area. The image was created from a drone survey of the area.

last updated: 2024-06-27

key words: Miami-Dade County, Little River, Drone Survey, orthographic image

Collections: DVMT | Displacement | Vulnerability | CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
University of Richmond's Digital Scholarship Lab (2020). Miami-Dade Home Owner's Loan Corporation (HOLC) Neighborhood Redlining Grade [gis dataset]. University of Richmond's Digital Scholarship Lab. https://services.arcgis.com/jIL9msH9OI208GCb/arcgis/rest/services/HOLC_Neighborhood_Redlining/FeatureServer

The historical redlining grade from 143 cities across the United States. This dataset is the subset for Miami-Dade County in Florida.

last updated: 2023-04-04

key words: Florida, Miami-Dade County, MDC, Housing, Property, Racial Inequality, Race, Redlining History, HOLC, Social Justice

Collections: DVMT | Climate Change | Vulnerability | CAMP | LAND | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Miami-Dade County-FEMA (2015). Miami-Dade Flood Hazard (FEMA) [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::fema-flood-zone/about

A polygon feature class of Federal Emergency Management Agency (FEMA) flood hazard zones within Miami-Dade County

last updated: 2025-08-12

key words: Miami-Dade County, FEMA, Environment, Emergency, Flood, Flood Hazard, Hazard, Natural Disaster, Public-Safety

Collections: Sleep Outcomes
Azizi Seixas, Sadeaqua Scott, Joon Chung (2024). Miami-Dade 2025 DORMIR Study [gis dataset]. University of Miami GDSC.

A set of patient home locations in Miami-Dade County joined to the sleep study data collection based on point location

last updated: 0001-01-01

key words: Miami-Dade, Sleep Disorders

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
Miami-Dade County (2024). Little River Boundary [gis dataset]. University of Miami GDSC.

Boundary layer for the Adaptation Action Area in Little River.

last updated: 2024-08-28

key words: Florida, Miami-Dade County, Little River

Collections: Census
United States Census Bureau (2022). 2020 Census County FIPS Codes [gis dataset]. U.S. Census Bureau. https://www.census.gov/library/reference/code-lists.html

FIPS codes are numbers which uniquely identify geographic areas. The number of digits in FIPS codes vary depending on the level of geography. State-level FIPS codes have two dig...

last updated: 2025-01-21

key words: Census, 2020, County, FIPS

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
Miami-Dade County (2016). Miami-Dade Septic System [gis dataset]. University of Miami GDSC. https://gis-mdc.opendata.arcgis.com/datasets/MDC::doh-septic-system/about

A collection of polygon features for all buildings within the Urban Development Boundary (UDB) and outside the UDB, approximately 938 square miles. The planimetric layer for Miami-...

last updated: 2024-04-09

key words: Miami-Dade County, Septic, Septic Systems

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 4 Vector [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-05-16

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat4, Vector

Collections:  
Miami-Dade County, Information Technology Department (1999). Miami-Dade Private Schools [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::private-school/about

A point feature class of private school facilities within Miami-Dade County

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Education, School, Private School, Population, Infrastructure

Collections: DVMT
Miami-Dade County, Florida (2022). Miami-Dade Hospitals [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::hospital/about

A point feature class of the hospital facilities within Miami-Dade County.

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Health, Emergency, Hospital, Wellness, Medical, Public-Safety, Infrastructure

Collections: Miami-Dade Climate Resilience
Department of Commerce, U.S. Census Bureau (2022). 2021 Miami-Dade ACS 5 Year Estimates - Block Group Level - CRA [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2021 5-year ACS variables at the census tract level selected for use with the Climate Resilience Academy. Please see the column ...

last updated: 2024-04-09

key words: Miami-Dade County, Census, ACS, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Population, Climate Resilience, CRA

Collections: Racoon Point Ecology
Chris Mader (2024). 2025 Racoon Point Planning b11f1 Drone Survey [gis dataset]. University of Miami GDSC. https://gdsc.idsc.miami.edu/

High resolution orthographic image of the raccoon point b11f1 site in the Big Cypress National Preserve. The image was created from a drone survey of the area.

last updated: 2025-02-13

key words: Big Cypress National Preserve, Racoon Point, Pine Uplands, Cypress Swamp

CIESIN - Center for International Earth Science Information Network, Columbia University (2021). Annual PM2.5 Concentrations for Countries and Urban Areas, v1 (1998 – 2016) [gis dataset]. University of Miami GDSC. https://doi.org/10.7927/rja8-8h89

The Annual PM2.5 Concentrations for Countries and Urban Areas, 1998-2016, consists of mean concentrations of particulate matter (PM2.5) for countries and urban areas. The PM2.5 dat...

last updated: 2024-09-20

key words: Global, PM 2.5, Air Quality

Collections: DVMT
Miami-Dade County, Police Department (2018). Miami-Dade Police Stations [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::police-station/about

A point feature class of Miami-Dade County Operated Police Stations.

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Emergency, Police Station, Public-safety, Crime, Infrastructure

Department of Commerce, U.S. Census Bureau (2022). 2021 Miami-Dade ACS 5 Year Estimates - Block Group - DVMT [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2021 5-year ACS variables at the census block-group level selected for use with the Displacement Vulnerability Mitigation Tool (...

last updated: 2023-10-26

key words: Miami-Dade County, Census, ACS 2021, 2021, 5-Year Estimates, Tract, Census Block Group, Demographic, Housing, Property, Population, DVMT

Collections: Trinidad and Tobago Disease Risk
OpenStreetMap contributors (2023). Trinidad and Tobago Ferry Routes [gis dataset]. OpenStreetMap. https://www.openstreetmap.org/

A line feature set for ferry routes in Trinidad and Tobago.

last updated: 2023-12-06

key words: Trinidad and Tobago, ferry routes, transportation

Collections:  
Miami-Dade County Public Schools (2018). Miami-Dade Charter Schools [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::charter-school/about

A point feature class of Miami-Dade County charter school facilities.

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Education, School, Charter School, Population, Infrastructure

Chris Mader (2022). 2022 University of Miami Gables Campus Drone Survey [gis dataset]. University of Miami GDSC. https://gdsc.idsc.miami.edu/

High resolution orthographic image of the University of Miami Coral Gables Campus. The image was created from a drone survey of the area.

last updated: 2024-06-27

key words: Miami-Dade County, Coral Gables Campus, University of Miami, Drone Survey, orthographic image

Collections: CAMP | MAP
OpenStreetMap contributors (2024). Miami-Dade County Neighborhoods [gis dataset]. OpenStreetMap. https://www.openstreetmap.org/

A polygon feature tagged as "place" in Miami-Dade County sourced from OpenStreetMap.

last updated: 2024-06-14

key words: Miami-Dade County, place, OSM, neighborhood, municipality

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 2 Vector [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-05-16

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat2, Vector

Collections: DVMT | Transportation
Florida Department of Transporation (2017). Florida US Highways [gis dataset]. Florida Department of Transportation. https://gis-fdot.opendata.arcgis.com/datasets/fdot::us-routes-tda/about

Location of US Routes in the state of Florida as derived from even mapping

last updated: 2025-08-12

key words: United States, Florida, Florida Department of Transportation, Transportation, US Routes, Highways, Interstates, Infrastructure

Chris Mader (2025). 2025 University of Miami Gables Campus Drone Survey [gis dataset]. University of Miami GDSC. https://gdsc.idsc.miami.edu/

High resolution orthographic image of the University of Miami Coral Gables Campus. The image was created from a drone survey of the area flown on 2025-02-07.

last updated: 2025-04-16

key words: Miami-Dade County, Coral Gables Campus, University of Miami, Drone Survey, orthographic image

Collections: Climate Change
Multi-Resolution Land Characteristics Consortium (2023). NLCD 2021 Land Cover (CONUS) [gis dataset]. Multi-Resolution Land Characteristics Consortium, U.S. Geological Survey, Sioux Falls, SD. https://doi.org/10.5066/P9JZ7AO3

The U.S. Geological Survey (USGS), in partnership with several federal agencies, has now developed and released seven National Land Cover Database (NLCD) products: NLCD 1992, 2001,...

last updated: 2024-02-23

key words: land cover, Landsat, Sentinel-2, CONUS, United States

Collections: CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP | Sleep Outcomes
Multi-Resolution Land Characteristics Consortium (2023). 2021 Miami-Dade NLCD Tree Cover [gis dataset]. University of Miami GDSC. https://www.mrlc.gov/data/nlcd-2021-tree-canopy-cover-conus

NLCD tree canopy cover is a 30 m raster geospatial dataset that is available for the conterminous United States. They are generated by the USDA Forest Service. These data contain p...

last updated: 2024-04-09

key words: tree density, tree canopy cover, percent tree canopy, Landsat, Sentinel-2, CONUS, Florida, Miami-Dade

Collections: Health Outcomes
Azizi Seixas, Sadeaqua Scott, Joon Chung (2024). Florida 2025 DORMIR Patient Locations [gis dataset]. University of Miami GDSC.

A set of patient home locations in Miami-Dade County joined to the sleep study data collection based on point location

last updated: 2025-08-12

key words: Miami-Dade, Sleep Disorders

Collections: Health Outcomes | Sleep Outcomes
Miami-Dade County (2023). Miami-Dade County Park Boundaries [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::county-park-boundary-view/about

A polygon feature class of parks and recreational locations maintained by Miami-Dade County.

last updated: 2025-08-12

key words: Miami-Dade County

Collections: DVMT | Vulnerability | Displacement | CAMP | LAND | MAP
Miami-Dade County, Florida (2018). Miami-Dade Qualified Opportunity Zones [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::qualified-opportunity-zones/about

A polygon feature class with all population census tracts designated as Qualified Opportunity Zones (QOZs) as well as all population census tracts originally eligible for designati...

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Property, Planning, Regulation, Qualified Opportunity Zone, Development, Population, Infrastructure

Center for Disease Control (2022). 2020 Florida CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-03-01

key words: Florida, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Chris Mader (2019). 2019 University of Miami Gables Campus Drone Survey [gis dataset]. University of Miami GDSC. https://gdsc.idsc.miami.edu/

High resolution orthographic image of the University of Miami Coral Gables Campus. The image was created from a drone survey of the area.

last updated: 2024-06-27

key words: Miami-Dade County, Coral Gables Campus, University of Miami, Drone Survey, orthographic image

Collections: DVMT | Climate Change | Vulnerability | CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP | Sleep Outcomes
Univeristy of Miami GDSC (2017). 2015 Miami-Dade County DEM 30ft [gis dataset]. University of Miami GDSC. https://gis-mdc.opendata.arcgis.com/documents/MDC::2015-miami-dade-county-dem-10ft/about

This dataset is derived from the 2015 Miami-Dade County DEM 10ft layer found at https://gis-mdc.opendata.arcgis.com/documents/MDC::2015-miami-dade-county-dem-10ft/about. The origin...

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 30ft, Vulnerability, Flood, Flood Hazard, Public-Safety

Collections: Climate Change
U.S. Energy Information Administration (EIA) (2020). US Biomass Energy [gis dataset]. Esri. https://atlas.eia.gov/datasets/eia::biomass-2/about

Operable electric generating plants in the US by energy source (biomass)

last updated: 2023-03-17

key words: United States, Environment, Energy, Biomass Energy, Powerplant, Infrastructure

Collections: Health Outcomes | Little River Climate Resilience | Miami-Dade Climate Resilience | Sleep Outcomes
Center for Disease Control (2022). 2020 Miami-Dade CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-11-08

key words: Florida, Miami-Dade, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch. TIGER/Line Shapefile, 2022, state, Florida, Current County Subdivision State-based [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/cartographic-boundary.html

TIGER/Line Shapefile, 2016, state, Florida, Current County Subdivision State-based The TIGER/Line shapefiles and related database files (.dbf) are an extract of selected geograph...

last updated: 2024-04-09

key words: Florida, Counties, TIGER

CCE (2025). CCE Miami-Dade County LAND Exclude DOR Codes [gis dataset]. CCE. https://civic.miami.edu/

Department of Revenue (DOR) Code list for exclusion in the CAMP application.

last updated: 2025-06-25

key words: Miami-Dade County, DOR Codes

Collections: DVMT | Transportation
Miami-Dade Transit Authority (1992). Miami-Dade Bus Stops [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::bus-stop/about

A point feature class of the Miami-Dade County Bus Stops.

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Bus, Bus Route, Bus Station, Bus Stops, Infrastructure

Department of Commerce, U.S. Census Bureau (2022). 2021 Florida ACS 5 Year Estimates - Tract Level - FSR [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2021 5-year ACS variables at the census tract level selected for use with the Florida Stroke Registry. Please see the column met...

last updated: 2023-12-11

key words: Florida, Census, ACS 2021, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Population, FSR

Collections: Health Outcomes | Sleep Outcomes
Level-1 and Atmosphere Archive & Distribution System Distributed Active Archive Center (LAADS DAAC), NASA (2024). 2023 Miami-Dade VIIRS Nighttime Lights [gis dataset]. LAADS/NASA. https://doi.org/10.5067/VIIRS/VNP46A4.001

VNP46A4 - VIIRS/NPP Lunar BRDF-Adjusted Nighttime Lights Yearly L3 Global 15 arc second Linear Lat Lon Grid The Suomi National Polar-orbiting Partnership (SNPP) Visible Infrared I...

last updated: 2025-04-20

key words: Miami-Dade, Nighttime lights

CCE (2025). CCE Miami-Dade County LAND Exclude Water [gis dataset]. CCE. https://civic.miami.edu/

Curated list of water parcels with folio number.

last updated: 2025-06-25

key words: Miami-Dade County, Parcels, water

Collections: CAMP | MAP | Miami-Dade Climate Resilience | Sleep Outcomes | Health Outcomes
Florida Natural Areas Inventory (2023). MDC State and National Parks [gis dataset]. University of Miami GDSC. https://www.fnai.org/publications/gis-data

The State Parks are derived as a subset from The Florida Natural Areas Inventory. The Florida Natural Areas Inventory is the primary source for information on Florida's conservatio...

last updated: 0001-01-01

key words: Miami-Dade County, FNAI, Conservation Lands, FLMA, State Parks

Collections: LAND | CAMP | MAP
Miami Dade County (2022). Miami-Dade Parcels [gis dataset]. Miami Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::parcel/about

A polygon feature class of the property ownership boundaries as defined by legal description and deeds.Used for Maintaining property boundaries throughout Miami-Dade County. A pol...

last updated: 2023-10-26

key words: Florida, Miami-Dade County, MDC, Geography, Property, Housing, Parcels, Population, Infrastructure

Collections: Health Outcomes | Food Disparities | Displacement | Vulnerability
Miami-Dade County, Florida (2018). Miami-Dade Commercial Property [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::commercial-property/about

A point feature class of Commercial Business locations within Miami-Dade County

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Property, Commercial Property, Property Characteristics , Infrastrcture

Collections: Climate Change | Vulnerability
Miami-Dade County (2017). 2015 Miami-Dade County DEM 10ft [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/documents/MDC::2015-miami-dade-county-dem-10ft/about

This is a Digital Elevation Model (DEM) as a raster mosaic in ESRI float format 32bit representation on a 10ft grid created from the LiDAR collected for the 2015 ITD LiDAR project....

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 10ft, Vulnerability, Flood, Flood Hazard, Public-Safety

Center for Disease Control (2020). 2018 Florida CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-10-22

key words: Florida, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Collections: CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Multi-Resolution Land Characteristics Consortium (2023). 2021 Miami-Dade NLCD Impervious Surfaces [gis dataset]. Multi-Resolution Land Characteristics Consortium. https://doi.org/10.1016/j.rse.2021.112357

NLCD Urban Imperviousness is a 30 m raster geospatial dataset that is available for the conterminous United States. They are generated by the U.S. Geological Survey (USGS), in part...

last updated: 2024-04-09

key words: Land cover , Land cover change, Landsat, NLCD, CONUS, Florida, Miami-Dade

Collections: Transportation
Metropolitan Planning Organization (2018). Miami-Dade Bike Lanes [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::bike-lane/about

A line feature class of the Miami-Dade County, Metropolitan Planning Organization (MPO) existing bike lanes

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Bike, Bike Lane, Infrastructure

Collections: Health Outcomes | OHDSI/GIS
Center for Disease Control (2020). 2018 USA CDC Social Vulnerability Index (counties) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-10-08

key words: United States, CDC, Vulnerability, Social Vulnerability Index, Counties, Public-Safety

Collections:  
Miami-Dade County ETSD (2018). Miami-Dade Colleges [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::college/about

A point feature class of colleges and universities within Miami-Dade County.

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Education, School, College, Population, Infrastructure

Collections: Vulnerability | Climate Change
U.S Energy Information Administration (EIA) (2020). US Nuclear Power Plants [gis dataset]. U.S Energy Information Administration (EIA). https://atlas.eia.gov/datasets/eia::nuclear/about

Operable electric generating plants in the US by energy source (nuclear) from the United States Energy Administration.

last updated: 2023-03-17

key words: United States, Environment, Energy, Nuclear Energy, Nuclear Energy Powerplant, Powerplant, Hazard, Infrastructure

Collections: Trinidad and Tobago Disease Risk
OpenStreetMap contributors (2023). Trinidad and Tobago Populated Places [gis dataset]. OpenStreetMap. https://www.openstreetmap.org/

A point feature set for populated places in Trinidad and Tobago.

last updated: 2023-12-06

key words: Trinidad and Tobago, populated places:towns, cities

Collections: DRAFT
Fake Researcher (2024). Miami-Dade Fake Sleep Study [gis dataset]. University of Miami GDSC.

A set of 5000 random addresses in Miami-Dade County joined to the sleep study data collection based on point location

last updated: 2024-11-25

key words: Miami-Dade, Sleep Disorders

Collections: Health Outcomes | Sleep Outcomes
Miami-Dade County (2018). Miami-Dade County Municipal Park Boundaries [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::municipal-park-boundary/about

A polygon feature class of Miami-Dade Municipal (Incorporated) Maintained Parks and Recreational boundary.

last updated: 2025-08-12

key words: Miami-Dade County

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 4 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-20

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat4

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2020). 2019 Miami-Dade ACS 5 Year Estimates - Tract Level - DVMT [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2019 5-year ACS variables at the census tract level selected for use with the Displacement Vulnerability Mitigation Tool (DVMT)....

last updated: 2023-10-26

key words: Miami-Dade County, Census, ACS, 2019, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, DVMT

Collections: CAMP | MAP
Miami-Dade County. Miami-Dade Cooling Stations [gis dataset]. Miami-Dade County.

A point feature class with all of the cooling centers in Miami-Dade County. These sites consist of libraries and certain parks and recreation locations. These sites can be activate...

last updated: 2025-02-13

key words: Florida, Miami-Dade County, MDC, Emergency, Cooling Station

Collections: Climate Change | Health Outcomes | Vulnerability
US Environmental Protection Agency (2022). 2022 US EPA Daily Summary PM 2.5 FRM/FEM Mass (88101) [gis dataset]. US Environmental Protection Agency. https://aqs.epa.gov/aqsweb/airdata/download_files.html

Each daily summary file contains data for every monitor (sampled parameter) in our database for each day. These files are separated by parameter (or parameter group) to make the si...

last updated: 2024-01-12

key words: EPA, particulate matter, PM 2.5, USA, daily, monitors

Collections: Perú Conservación
SERNANP/MINAM (2025). Areas Naturales Protegidas del Peru (SERNANP) [gis dataset]. MINAM. https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioANP/MapServer/6

Las delimitaciones de los areas naturales protegidas en el Perú

last updated: 2025-02-07

key words: Perú, Areas Naturales Protegidas, SERNANP

Collections: Climate Change
NOAA - National Hurricane Center (2014). Southeastern SLOSH Cat 3 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-07

key words: Southeastern, Water, SLOSH, Cat3

Collections: Climate Change
NOAA - National Hurricane Center (2014). Southeastern SLOSH Cat 2 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-07

key words: Southeastern, Water, SLOSH, Cat2

Collections: Climate Change
NOAA - National Hurricane Center (2014). Southeastern SLOSH Cat 1 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-07

key words: Southeastern, Water, SLOSH, Cat1

Collections: Climate Change
NOAA - National Hurricane Center (2014). Southeastern SLOSH Cat 5 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-07

key words: Southeastern, Water, SLOSH, Cat5

Collections: Climate Change
NOAA - National Hurricane Center (2014). Southeastern SLOSH Cat 4 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-07

key words: Southeastern, Water, SLOSH, Cat4

Collections: Climate Change
USDA Forest Service (2023). USFS NLCD Percent Tree Canopy (CONUS) v2021-4 [gis dataset]. Multi-Resolution Land Characteristics Consortium, Sioux Falls, SD. https://www.mrlc.gov/data/nlcd-2021-tree-canopy-cover-conus

NLCD tree canopy cover is a 30 m raster geospatial dataset that is available for the conterminous United States. They are generated by the USDA Forest Service. These data contain p...

last updated: 2024-01-12

key words: tree density, tree canopy cover, percent tree canopy, Landsat, Sentinel-2, CONUS, United States

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 3 Vector [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-05-16

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat3, Vector

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2021). 2020 Florida Census Tracts - Florida [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.

last updated: 2023-03-17

key words: Florida, Census, 2020, Tract, Census Tract, Geography

Collections: Transportation
Miami-Dade County, Florida (2018). Miami-Dade Metromover Stations [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::metromover-station/about

A point feature class of Miami-Dade Transit (MDT) Metromover stations

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Metro, Metromover, Metromover Stations, Infrastructure

Collections: CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Miami-Dade County (2018). Miami-Dade Streets [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::street/about

A line feature class of Miami-Dade County streets with seamless address ranges. A line feature class of Miami-Dade County streets with seamless address ranges. This feature class ...

last updated: 2025-06-24

key words: Florida, Miami-Dade County, MDC, Infrastructure

Collections: Health Outcomes | Little River Climate Resilience | Miami-Dade Climate Resilience | Sleep Outcomes
Center for Disease Control (2024). 2022 Miami-Dade CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-11-08

key words: Florida, Miami-Dade, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Collections: Health Outcomes | Vulnerability
Miami-Dade County (2017). Miami-Dade County Streetlight Inventory [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::street-light-inventory/about

A point feature class with records of street light locations in Miami Dade. The feature class was created by merging two shapefiles with street lights records provided by Miami Dad...

last updated: 2025-02-13

key words: Miami-Dade County

Department of Commerce, U.S. Census Bureau (2022). 2020 Miami-Dade ACS 5 Year Estimates - Tract Level - DVMT [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2020 5-year ACS variables at the census tract level selected for use with the Displacement Vulnerability Mitigation Tool (DVMT)....

last updated: 2023-07-26

key words: Miami-Dade County, Census, ACS, 2020, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, DVMT

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 1 Vector [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-05-16

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat1, Vector

Department of Commerce, U.S. Census Bureau (2022). 2021 Miami-Dade ACS 5 Year Estimates - Tract Level - DVMT [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2021 5-year ACS variables at the census tract level selected for use with the Displacement Vulnerability Mitigation Tool (DVMT)....

last updated: 2023-10-26

key words: Miami-Dade County, Census, ACS, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, DVMT

Collections: Miami-Dade Climate Resilience
Department of Commerce, U.S. Census Bureau (2022). 2021 Miami-Dade ACS 5 Year Estimates - Tract Level - CRA [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2021 5-year ACS variables at the census tract level selected for use with the Climate Resilience Academy. Please see the column ...

last updated: 2024-04-09

key words: Miami-Dade County, Census, ACS, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Population, Climate Resilience, CRA

Department of Commerce, U.S. Census Bureau (2024). 2023 Miami-Dade ACS 5 Year Estimates - Tract Level - CAMP [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2023 5-year ACS variables at the census tract level selected for use with the Climate and Equity Mapping Platform (CAMP). Please...

last updated: 2025-05-23

key words: Florida, Census, ACS 2023, 2023, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP

Collections: Transportation
Miami-Dade County, Florida (2018). Miami-Dade Metromover [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::metromover/about

A line feature class of the Miami-Dade Transit (MDT) Metromover light rail system tracks

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Metro, Metromover, Infrastructure

Collections: CAMP | Miami-Dade Climate Resilience | Little River Climate Resilience | MAP
Miami-Dade County (2017). Miami-Dade Building Footprints [gis dataset]. University of Miami GDSC. https://gis-mdc.opendata.arcgis.com/datasets/MDC::building-footprint-2d/about

This feature class has been updated to illustrate the buildings planimetric in 2018 within the Urban Development Boundary (UDB) and outside the UDB, approximately 969 square miles.

last updated: 2024-04-09

key words: Miami-Dade County, Building, Building Footprint

Collections: Trinidad and Tobago Disease Risk
OpenStreetMap contributors (2023). Trinidad and Tobago Regions [gis dataset]. OpenStreetMap. https://www.openstreetmap.org/

A polygon feature set for the regions of Trindad and Tobago sourced from OpenStreetMap.

last updated: 2023-11-30

key words: Trinidad and Tobago, Regions, Administrative Boundaries

Department of Commerce, U.S. Census Bureau (2022). 2020 Miami-Dade ACS 5 Year Estimates - Tract Level - CAMP [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2020 5-year ACS variables at the census tract level selected for use with the Climate and Equity Mapping Platform (CAMP). Please...

last updated: 2025-02-13

key words: Miami-Dade County, Census, ACS 2020, 2020, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2020). 2019 Miami-Dade ACS 5 Year Estimates - Tract Level - CAMP [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2019 5-year ACS variables at the census tract level selected for use with the Climate and Equity Mapping Platform (CAMP). Please...

last updated: 2025-02-13

key words: Miami-Dade County, Census, ACS 2019, 2019, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP

Collections: Vulnerability | Health Outcomes
Florida Department of Environmental Protection, Division of Water Resource Management, State Revolving Fund Program (2014). Florida State Funded Cleanup Sites [gis dataset]. Florida Department of Environmental Protection, Division of Water Resource Management, State Revolving Fund Program. https://geodata.dep.state.fl.us/datasets/FDEP::florida-state-funded-cleanup-sites/about

Florida National Priority List (Superfund) Sites. Years ago there was less understanding of how dumping or improper management of chemical wastes might adversely affect public heal...

last updated: 2025-01-21

key words: Florida, EPA, Environmental Protection Agency, Environment, Health, Safety, Pollution, Contamination, Clean-Up Site, Superfund, Superfund Site, Hazard, Public-Safety

Collections: CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Miami-Dade County (2018). Miami-Dade Major Roads [gis dataset]. University of Miami GDSC. https://gis-mdc.opendata.arcgis.com/datasets/MDC::street/about

A line feature class of Miami-Dade County streets with seamless address ranges. Displays main roads including expressway ramps, expressways, highways, and major roads. A line feat...

last updated: 2024-04-09

key words: Florida, Miami-Dade County, MDC, Infrastructure

Collections: Climate Change | Vulnerability | CAMP | MAP
Tyler Harrison, Amy C Clement, Gina L. Maranto, Sam Purkis, Joanna L. Lombard, Angela C. Clark-Hughes, Abraham K Parrish, Marcus B Reamer, Olivia Collins, Caroline Lewis, Mayra Cruz, Anaruth Solace (2021). Miami-Dade Depth to Groundwater (feet) [gis dataset]. University of Miami. https://doi.org/10.17604/p318-6n41

Depth to groundwater (depth from ground surface to top of water table)

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Miami-Dade County, Environment, Depth to Groundwater, Water, Hylo, Homestead, Little River

Collections: Climate Change | Vulnerability | CAMP | MAP | Sleep Outcomes
Tyler Harrison, Amy C Clement, Gina L. Maranto, Sam Purkis, Joanna L. Lombard, Angela C. Clark-Hughes, Abraham K Parrish, Marcus B Reamer, Olivia Collins, Caroline Lewis, Mayra Cruz, Anaruth Solace (2021). 2021 Miami-Dade NDVI [gis dataset]. University of Miami. https://doi.org/10.17604/p318-6n41

Greenness measured as a recentered NDVI (Normalized Difference Vegetation Index) moved from -1:1 to 1-100.

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Miami-Dade County, Environment, NDVI, Hylo, Homestead, Little River, Public-Safety

Collections: Health Outcomes | Vulnerability | Sleep Outcomes
Tyler Harrison, Amy C Clement, Gina L. Maranto, Sam Purkis, Joanna L. Lombard, Angela C. Clark-Hughes, Abraham K Parrish, Marcus B Reamer, Olivia Collins, Caroline Lewis, Mayra Cruz, Anaruth Solace (2021). Miami-Dade County Distance to Parks [gis dataset]. University of Miami. https://doi.org/10.17604/p318-6n41

A raster of the euclidean distance from parks within Miami-Dade County.

last updated: 2023-03-17

key words: Miami-Dade County

Collections: Climate Change | Vulnerability | CAMP | DVMT | MAP
Tyler Harrison, Amy C Clement, Gina L. Maranto, Sam Purkis, Joanna L. Lombard, Angela C. Clark-Hughes, Abraham K Parrish, Marcus B Reamer, Olivia Collins, Caroline Lewis, Mayra Cruz, Anaruth Solace (2021). Miami-Dade Surface Temperature (degrees Fahrenheit) [gis dataset]. University of Miami. https://doi.org/10.17604/p318-6n41

Max Landsat 8 ARD (Analysis Ready Data) Surface Temperature from 7 different images ranging from 2011-2020.

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Miami-Dade County, Environment, Surface Temperature, Climate, Atmospheric Science, Hylo, Homestead, Little River, Public-Safety

Collections: Health Outcomes | Vulnerability | Sleep Outcomes
Tyler Harrison, Amy C Clement, Gina L. Maranto, Sam Purkis, Joanna L. Lombard, Angela C. Clark-Hughes, Abraham K Parrish, Marcus B Reamer, Olivia Collins, Caroline Lewis, Mayra Cruz, Anaruth Solace (2021). Miami-Dade County Distance to Water [gis dataset]. University of Miami. https://doi.org/10.17604/p318-6n41

A raster of the euclidean distance from bodies of water within Miami-Dade County.

last updated: 2023-03-17

key words: Miami-Dade County

Collections: DVMT
Miami-Dade County Fire Department (2018). Miami-Dade Fire Stations [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::fire-station/about

A point feature class of Miami-Dade County Operated Fire and Rescue Stations that provide emergency or administrative services to the public.

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Emergency, Fire Station, Fire, Public-Safety Infrastructure

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 5 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-20

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat5

Univeristy of Miami GDSC (2018). Miami-Dade Community Health Centers [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::commercial-property/about

A point feature class of community health centers in Miami-Dade County. Derived as a subset of all commercial properties within Miami-Dade County with the "DOR Desc" of "CHARITABLE...

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Property, Commercial Property, Property Characteristics , Infrastructure

Collections: DVMT | Vulnerability | Displacement
Department of Housing and Urban Development (2016). Miami-Dade County Public Housing Developments [gis dataset]. Office of Policy Development and Research. https://hudgis-hud.opendata.arcgis.com/datasets/HUD::public-housing-developments-1/about

Denotes the general position of Public Housing Developments by providing the location of the building with the largest number of units in a Development’s community. HUD furnishes ...

last updated: 2025-08-15

key words: United States, HUD, Property, Housing, Public Housing, Public Housing Development, Development, Infrastructure

Collections: DVMT | Vulnerability | Health Outcomes
Miami-Dade County-RER/DERM (2018). Miami-Dade Superfund Sites [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::super-fund-site/about

A point class of the superfund sites within Miami-Dade County.

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Environment, Health, Safety, Pollution, Contamination, Clean-Up Site, Superfund, Superfund Site, Hazard, Public-Safety

Collections: Racoon Point Ecology
Chris Mader (2024). 2025 Racoon Point Planning b13f1 Drone Survey [gis dataset]. University of Miami GDSC. https://gdsc.idsc.miami.edu/

High resolution orthographic image of the raccoon point b13f1 site in the Big Cypress National Preserve. The image was created from a drone survey of the area.

last updated: 2025-02-13

key words: Big Cypress National Preserve, Racoon Point, Pine Uplands, Cypress Swamp

Collections: Miami-Dade Climate Resilience | Health Outcomes | Sleep Outcomes
Miami-Dade County (2020). Miami-Dade Bodies of Water [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::water-p/about

This feature class has been created to illustrate the water bodies within the Urban Development Boundary (UDB) and outside the UDB, approximately 938 square miles. A collection of...

last updated: 2024-04-09

key words: Florida, Miami-Dade County, MDC, Environment

Collections: Mexican Fisheries
Emma Zgonena, Renato Molina, Juan Carlos Villaseñor-Derbez (2025). Mexican Ports [gis dataset]. gitHub. https://doi.org/10.5281/zenodo.15778574

A geospatial dataset of the major ports of Mexico, some of which are included in CONAPESCA’s landing data. It is intended to interface with other data in mex_fisheries, such as ves...

last updated: 2025-09-09

key words: Mexico, Ports, Fisheries

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2021). 2021 Florida Census Block Groups - Florida [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

The Census Block Groups data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.

last updated: 2023-07-26

key words: Florida, Census, 2021, Tract, Census Block Group, Geography

Collections: CAMP | LAND
UM CCE (2025). CCE Miami-Dade Parcel Filters [gis dataset]. UM CCE.

The exclude and incluude filters for the MAP parcel data.

last updated: 0001-01-01

key words: Parcels, Miami-Dade

Collections: DVMT
Miami-Dade County, Florida (2018). Miami-Dade Property Point View [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::property-point-view/about

A point feature class of all properties within Miami-Dade County

last updated: 2023-10-25

key words: Florida, Miami-Dade County, MDC, Property, Housing, Property Characteristics, DOR Codes, Population, Infrastructure

Collections: LAND | CAMP | MAP
Miami Dade County (2019). Miami-Dade Property Boundary [gis dataset]. Miami Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::property-boundary-view/about

A polygon feature class of all properties within Miami-Dade County. A polygon feature class of all properties within Miami-Dade County that includes property appraiser data. Upda...

last updated: 2023-12-08

key words: Florida, Miami-Dade County, MDC, Geography, Property, Housing, Parcels, Population, Infrastructure

Collections: Climate Change
U.S. Energy Information Administration (EIA) (2020). US Solar Energy [gis dataset]. Esri. https://atlas.eia.gov/datasets/eia::solar-2/about

Operable electric generating plants in the US by energy source (solar)

last updated: 2023-03-17

key words: United States, Environment, Energy, Solar Energy, Clean-Energy, Infrastructure

Center for Disease Control (2024). 2022 Florida CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-09-19

key words: Florida, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Collections: Health Outcomes | Sleep Outcomes
Census (2024). Miami-Dade 2020 Zip Code Tabulation Areas [gis dataset]. Census. https://www.census.gov/programs-surveys/geography/guidance/geo-areas/zctas.html

A polygon representation of the Miami-Dade Zip Code Tabulation Areas (ZCTA) boundaries (derived from us_2020_zcta).

last updated: 2024-12-10

key words: Miami-Dade, Zipcode, ZCTA

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 3 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-20

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat3

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
Miami-Dade County (2014). Miami-Dade Stormwater Lines [gis dataset]. University of Miami GDSC. https://gis-mdc.opendata.arcgis.com/datasets/MDC::stormwater-line/about

A line feature class that represents all drainage pipes and conveyance systems such as outfalls, culverts, infiltration trenches, ditches in the drainage network within Miami-Dade ...

last updated: 2024-04-09

key words: Miami-Dade County, Stormwater Line

Collections: Health Outcomes | Little River Climate Resilience | Miami-Dade Climate Resilience | Sleep Outcomes
Center for Disease Control (2020). 2018 Miami-Dade CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-11-08

key words: Florida, Miami-Dade, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Collections: Climate Resilience
Multi-Resolution Land Characteristics Consortium (2023). 2021 US NLCD Impervious Surfaces (CONUS) [gis dataset]. Multi-Resolution Land Characteristics Consortium. https://doi.org/10.1016/j.rse.2021.112357

NLCD Urban Imperviousness is a 30 m raster geospatial dataset that is available for the conterminous United States. They are generated by the U.S. Geological Survey (USGS), in part...

last updated: 2024-01-16

key words: Land cover , Land cover change, Landsat, NLCD, CONUS, Florida, Miami-Dade

Department of Commerce, U.S. Census Bureau (2022). 2021 Miami-Dade ACS 5 Year Estimates - Tract Level - CAMP [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2021 5-year ACS variables at the census tract level selected for use with the Climate and Equity Mapping Platform (CAMP). Please...

last updated: 2025-05-23

key words: Florida, Census, ACS 2021, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP

Collections: Climate Change | Health Outcomes | Vulnerability
University of Miami (2022). 2022 US EPA Annual Estimates PM 2.5 FRM/FEM Mass (88101) [gis dataset]. University of Miami. https://aqs.epa.gov/aqsweb/airdata/download_files.html

This dataset is derived as annual aggregates from 2022 US EPA Daily Summary PM 2.5 FRM/FEM Mass (88101).

last updated: 2024-01-12

key words: EPA, particulate matter, PM 2.5, USA, annual, monitors

Collections: Miami-Dade Climate Resilience
Multi-Resolution Land Characteristics Consortium (2023). 2021 Miami-Dade NLCD Land Cover [gis dataset]. University of Miami GDSC. https://doi.org/10.5066/P9JZ7AO3

The U.S. Geological Survey (USGS), in partnership with several federal agencies, has now developed and released seven National Land Cover Database (NLCD) products: NLCD 1992, 2001,...

last updated: 2024-04-09

key words: land cover, Landsat, Sentinel-2, CONUS, United States

Miami-Dade County, Florida (2018). Miami-Dade Community Redevelopment Areas [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::community-redevelopment-area/about

A polygon feature class of the Miami-Dade County Community Redevelopment Areas (CRA). This data is frequently used by Department of Planning and Zoning (DP&Z) and Community Planner...

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Property, Planning, Regulation, Community Redevelopment Areas, Development, Population, Infrastructure

Collections: LAND | CAMP | MAP
Miami Dade County (2018). Miami-Dade County Zoning [gis dataset]. Miami Dade County. https://gisweb.miamidade.gov/arcgis/rest/services/LandManagement/MD_Zoning/MapServer/1

A polygon feature class of the county zoning boundaries and overlays derived from the zoning maps and other layers from the parcel model. This dataset should not be used for appli...

last updated: 2025-06-24

key words: Florida, Miami-Dade County, MDC, Geography, Property, Housing, Zoning, Infrastructure

Collections: DVMT | Health Outcomes | Sleep Outcomes
Miami-Dade County, Florida (2016). Miami-Dade Park Facilities [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::park-facility

A point feature class of all park facilities (County, Municipal, State or National) within Miami-Dade County. This layer was created merging the County Parks, Municipal Parks, Stat...

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Environment, Park Facility, Parks, Recreation, Open Spaces, Wellness, Infrastructure

Collections: Climate Change | Health Outcomes | Vulnerability
US Environmental Protection Agency (2022). 2022 US EPA Annual AQI by County [gis dataset]. US Environmental Protection Agency. https://aqs.epa.gov/aqsweb/airdata/download_files.html

The AirData Air Quality Index Summary Report displays an annual summary of Air Quality Index (AQI) values for counties or core based statistical areas (CBSA). Air Quality Index is ...

last updated: 2024-01-16

key words: EPA, AQI, annual, USA, county

Collections: CAMP | MAP
Miami-Dade County (2023). Municipal Boundary - Miami-Dade County [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/5ece0745e24b4617a49f2e098df8117f_0/explore

A polygon feature class of municipal boundaries within Miami-Dade County, data includes the municipal codes and names

last updated: 2024-06-18

key words: Miami-Dade County, Minicipalities, Municipal Boundaries

Collections: DVMT | Vulnerability
Miami Dade County (2018). Miami-Dade Sex Offenders [gis dataset]. Miami Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::sexual-predator/about

A point feature class of Sexual Offenders and Predators within Miami-Dade County that is used by the Sexual Offender/Predator Residence Search Internet application.

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Public-Safety, Sex Offenders, Crime, Police, Population

Collections: Health Outcomes | Vulnerability
Miami-Dade County (2022). Miami-Dade County Cooling Centers [gis dataset]. Miami-Dade County. https://mdc.maps.arcgis.com/home/item.html?id=9a42d1aae6e74cdcb2cbc9d82d58d6bd

A point feature class with all of the cooling centers in Miami-Dade County. These sites consist of libraries and certain parks and recreation locations. These sites can be activate...

last updated: 2024-08-29

key words: Miami-Dade County

Collections: CAMP | MAP
Florida Natural Areas Inventory (2023). Florida Managed Areas [gis dataset]. University of Miami GDSC. https://www.fnai.org/publications/gis-data

The Florida Natural Areas Inventory is the primary source for information on Florida's conservation lands. FNAI's database includes boundaries and statistics for more than 2,900 fe...

last updated: 2025-08-19

key words: Florida, FNAI, Conservation Lands, FLMA

Collections: DVMT
Miami-Dade Public Library System (2021). Miami-Dade County Libraries [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::county-library/about

A point feature class of libraries operated/managed by the Miami-Dade County Public Library System.

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Education, Library, County Library, Population, Infrastructure

Fake Researcher (2024). Miami-Dade County 5000 Addresses Normalized (Random) [gis dataset]. University of Miami GDSC.

A set of 5000 random addresses in Miami-Dade County.

last updated: 2024-11-07

key words: Miami-Dade

Department of Commerce, U.S. Census Bureau (2023). 2022 Miami-Dade ACS 5 Year Estimates - Tract Level - CAMP [gis dataset]. Department of Commerce. https://www.census.gov/data/developers/data-sets/acs-5year.html

A special collection of aggregated columns from the 2022 5-year ACS variables at the census tract level selected for use with the Climate and Equity Mapping Platform (CAMP). Please...

last updated: 2025-05-23

key words: Florida, Census, ACS 2022, 2022, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP

Collections: CAMP | MAP
City of Miami GIS (2021). City of Miami Neighborhoods [gis dataset]. City of Miami GIS. https://datahub-miamigis.opendata.arcgis.com/datasets/2f54a0cbd67046f2bd100fb735176e6c/explore

City of Miami Neighborhoods Shapefile

last updated: 2024-06-18

key words: City of Miami, Neighborhoods

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2022). 2022 Florida Census Tracts - Florida [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.

last updated: 2025-05-23

key words: Florida, Census, 2022, Tract, Census Tract, Geography

Collections: CAMP | MAP
Miami Dade County (2018). Miami-Dade Municipal Zoning [gis dataset]. Miami Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::municipal-zone/

A polygon feature class of Miami-Dade County Municipal Zoning Districts. Updated: Annually

last updated: 2025-06-24

key words: Florida, Miami-Dade County, MDC, Municipal, Property, Zoning

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch. TIGER/Line Shapefile, 2022, US, Current County [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/cartographic-boundary.html

TIGER/Line Shapefile, 2016, state, Florida, Current County Subdivision State-based The TIGER/Line shapefiles and related database files (.dbf) are an extract of selected geograph...

last updated: 2024-01-12

key words: USA, Counties, TIGER

Collections: Health Outcomes | Sleep Outcomes
Nkosi Muse (2024). Miami-Dade Average Land Surface Temperature 2013-2022 [gis dataset]. University of Miami GDSC. https://doi.org/10.17604/0zp4-6280

This data collection is comprised of statistical summary as an average from LST scenes (processed in ArcGIS) that were captured at 11 AM EDT/12 PM EST by the Landsat 8 satellite (2...

last updated: 2025-01-21

key words: Miami-Dade County, LST

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2023). 2023 Florida Census Tracts - Florida [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.

last updated: 2025-05-23

key words: Florida, Census, 2023, Tract, Census Tract, Geography

Collections: Census
Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2019). 2019 Florida Census Tracts [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.

last updated: 2023-03-17

key words: Florida, Census, 2019, Tract, Census Tract, Geography

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 2 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-20

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat2

CCE (2025). CCE Miami-Dade County Distinct DOR Code Map [gis dataset]. CCE. https://civic.miami.edu/

Department of Revenue (DOR) Code mapping for CCE online map applications LAND and CAMP.

last updated: 2025-06-25

key words: Miami-Dade County, DOR Codes

Miami-Dade County, Florida (2018). Miami-Dade Municipal Libraries [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::municipal-library/about

A point feature class of municipal public libraries not affiliated with the Miami-Dade Public Library System.

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Education, Library, Municipal Library, Infrastructure

Collections: Health Outcomes | Sleep Outcomes
HowLoud, Brendan Farrell. HowLoud SoundScore [gis dataset]. HowLoud. https://howloud.com/soundscore/

Soundscore™ is HowLoud, Inc.’s patent-pending technology to build our noise map and deliver data to users. A Soundscore™ rating is a number between 50 (very loud) and 100 (very qui...

last updated: 2025-05-08

key words: SoundScore, Noise Pollution, Noise, USA

Collections:  
Miami-Dade County, Public Schools (1997). Miami-Dade Public Schools [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::public-school/about

A point feature class of the Miami-Dade County Public Schools facilities.

last updated: 2024-07-29

key words: Florida, Miami-Dade County, MDC, Education, School, Public School, Population, Infrastructure

Collections: Transportation
Miami-Dade County, Florida (2018). Miami-Dade Metrorail [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::metrorail/about

Line feature class of the Miami-Dade Transit (MDT) Metrorail tracks

last updated: 2025-06-24

key words: Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Metro, Metrorail, Infrastructure

Collections: Health Outcomes | Sleep Outcomes
HowLoud, Brendan Farrell. MDC HowLoud SoundScore (Local) [gis dataset]. HowLoud. https://howloud.com/soundscore/

Soundscore™ is HowLoud, Inc.’s patent-pending technology to build our noise map and deliver data to users. A Soundscore™ rating is a number between 50 (very loud) and 100 (very qui...

last updated: 0001-01-01

key words: SoundScore, Noise Pollution, Noise, USA

Collections: Health Outcomes | OHDSI/GIS
Center for Disease Control (2020). 2018 Massachusetts CDC Social Vulnerability Index (tracts) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-10-08

key words: Massachusetts, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety

Miami-Dade County, Florida (2018). Miami-Dade Federally Qualified Health Centers [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::federally-qualified-health-center/about

A point feature class of Federally Qualified Health Centers within Miami-Dade County.

last updated: 2023-03-17

key words: Florida, Miami-Dade County, MDC, Health, Emergency, Federally Qualified Health Center, Wellness, Medical, Public-Safety, Infrastructure

Collections: Climate Change | Vulnerability
Miami-Dade County, Institute for Data Science and Computing (2017). 2015 Little River DEM 10ft [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/documents/MDC::2015-miami-dade-county-dem-10ft/about

This is a Digital Elevation Model (DEM) as a raster mosaic in ESRI float format 32bit representation on a 10ft grid created from the LiDAR collected for the 2015 ITD LiDAR project....

last updated: 2024-06-27

key words: Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 10ft, Vulnerability, Flood, Flood Hazard, Public-Safety, Little River

Collections: DVMT | Transportation
Miami-Dade County, ETSD (2018). Miami-Dade Metrorail Stations [gis dataset]. Miami-Dade County. https://gis-mdc.opendata.arcgis.com/datasets/MDC::metrorail-station/about

Point feature class of the Miami-Dade Transit (MDT) Metrorail stations.

last updated: 2025-08-12

key words: Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Metro, Metrorail, Metrorail Stations, Infrastructure

Center for Disease Control (2022). 2020 Florida CDC Social Vulnerability Index (counties) [gis dataset]. CDC. https://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

Social vulnerability refers to the potential negative effects on communities caused by external stresses on human health. Such stresses include natural or human-caused disasters, o...

last updated: 2024-11-08

key words: Florida, CDC, Vulnerability, Social Vulnerability Index, Counties, Public-Safety

Level-1 and Atmosphere Archive & Distribution System Distributed Active Archive Center (LAADS DAAC), NASA (2024). 2023 Eastern Gulf of Mexico VIIRS Nighttime Lights [gis dataset]. LAADS/NASA. https://doi.org/10.5067/VIIRS/VNP46A4.001

VNP46A4 - VIIRS/NPP Lunar BRDF-Adjusted Nighttime Lights Yearly L3 Global 15 arc second Linear Lat Lon Grid The Suomi National Polar-orbiting Partnership (SNPP) Visible Infrared I...

last updated: 2024-11-08

key words: Eastern Gulf Coast, Nighttime lights

Collections: Vulnerability | Health Outcomes
Florida Department of Environmental Protection and Division of Waste Management (2001). Florida Superfund Waste Cleanup Sites [gis dataset]. FDEP Open Data Administrator. https://geodata.dep.state.fl.us/datasets/FDEP::florida-superfund-waste-cleanup-sites/about

Point feature class of the superfund sites in Florida from the National Priority List (NPL).

last updated: 2025-01-21

key words: Florida, Superfund Waste Cleanup Site, Safety, Public Health, Pollution, Contamination, Superfund

Collections: Trinidad and Tobago Disease Risk
OpenStreetMap contributors (2023). Trinidad and Tobago Main Roads [gis dataset]. OpenStreetMap. https://www.openstreetmap.org/

A line feature set for the primary and secondary roads of Trindad and Tobago sourced from OpenStreetMap.

last updated: 2023-12-06

key words: Trinidad and Tobago, Roads, primary, secondary, transportation

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 5 Vector [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-05-01

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat5, Vector

Collections: DVMT | Climate Change | Vulnerability | CAMP
Univeristy of Miami GDSC (2017). 2015 Miami-Dade County DEM 100ft [gis dataset]. University of Miami GDSC. https://gis-mdc.opendata.arcgis.com/documents/MDC::2015-miami-dade-county-dem-10ft/about

This dataset is derived from the 2015 Miami-Dade County DEM 10ft layer found at https://gis-mdc.opendata.arcgis.com/documents/MDC::2015-miami-dade-county-dem-10ft/about. The origin...

last updated: 0001-01-01

key words: Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 100ft, Vulnerability, Flood, Flood Hazard, Public-Safety

Collections: Miami-Dade Climate Resilience | Little River Climate Resilience
NOAA - National Hurricane Center (2014). Miami-Dade SLOSH Cat 1 [gis dataset]. University of Miami GDSC. http://journals.ametsoc.org/doi/abs/10.1175/WCAS-D-14-00049.1

A storm surge risk map created by NOAA utilizing the Sea, Lake, and Overland Surges from hurricanes (SLOSH) model. Storm surge composites – Maximum Envelopes of Water (MEOWs) and M...

last updated: 2024-03-18

key words: Florida, Miami-Dade County, MDC, Water, SLOSH, Cat1

Collections: Health Outcomes
Census (2024). USA 2020 Zip Code Tabulation Areas [gis dataset]. Census. https://www.census.gov/programs-surveys/geography/guidance/geo-areas/zctas.html

A polygon representation of the US Zip Code Tabulation Areas (ZCTA) boundaries.

last updated: 2024-12-05

key words: USA, Zipcode, ZCTA

Department of Commerce, U.S. Census Bureau, Geography Division, Spatial Data Collection and Products Branch (2021). 2021 Florida Census Tracts - Florida [gis dataset]. Department of Commerce. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.

last updated: 2024-02-19

key words: Florida, Census, 2021, Tract, Census Tract, Geography

Collections: Climate Change
U.S. Energy Information Administration (EIA) (2020). US Natural Gas Energy [gis dataset]. Esri. https://atlas.eia.gov/datasets/eia::natural-gas-1/about

Operable electric generating plants in the US by energy source (natural gas)

last updated: 2023-03-17

key words: United States, Environment, Energy, Natural Gas Energy, Powerplant, Infrastructure