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.
Results (n=165):
Collections:
Racoon Point Ecology
Citation:
Chris Mader
(2024).
2025 Racoon Point Planning b11f1 Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 2025-04-07
(update frequency: Never).
Abstract: 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.
Key words:
Big Cypress National Preserve, Racoon Point, Pine Uplands, Cypress Swamp
Sponsors:
Collections:
Racoon Point Ecology
Citation:
Chris Mader
(2024).
2025 Racoon Point Planning b13f1 Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 2025-02-07
(update frequency: Never).
Abstract: 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.
Key words:
Big Cypress National Preserve, Racoon Point, Pine Uplands, Cypress Swamp
Sponsors:
Collections:
CAMP | LAND
Citation:
City of Miami
(2019).
City of Miami Comission Districts [gis dataset].
City of Miami.
https://datahub-miamigis.opendata.arcgis.com/datasets/1ff4f95b49e142ee8d4e93bb33a9f42d_0/explore.
last updated: 2025-04-08
(update frequency: As Needed).
Abstract: This data is used to display the geogrpahic boundaries of the commission districts and to help manage and facitlitate administrative tasks.
The Commission Districts dataset is a s...
Key words:
City of Miami, Comission Districts
Collections:
Health Outcomes | OHDSI/GIS
Citation:
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.
last updated: 2025-04-08
(update frequency: As Needed).
Abstract: 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...
Key words:
Global, PM 2.5, Air Quality
Sponsors:
Collections:
CAMP | MAP
Citation:
City of Miami GIS
(2021).
City of Miami Neighborhoods [gis dataset].
City of Miami GIS.
https://datahub-miamigis.opendata.arcgis.com/datasets/2f54a0cbd67046f2bd100fb735176e6c/explore.
last updated: 2024-06-18
(update frequency: As Needed).
Abstract: City of Miami Neighborhoods Shapefile
Key words:
City of Miami, Neighborhoods
Sponsors:
Collections:
Health Outcomes
Citation:
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.
last updated: 2024-11-08
(update frequency: Never).
Abstract: 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...
Key words:
Eastern Gulf Coast, Nighttime lights
Sponsors:
Collections:
Health Outcomes
Citation:
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.
last updated: 2024-02-08
(update frequency: Never).
Abstract: 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...
Key words:
Florida, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety
Sponsors:
Collections:
Health Outcomes
Citation:
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.
last updated: 2024-11-06
(update frequency: Never).
Abstract: 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...
Key words:
Florida, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety
Sponsors:
Collections:
Census | FSR
Citation:
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.
last updated: 2025-04-14
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Census, ACS 2021, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Population, FSR
Sponsors:
Collections:
Census
Citation:
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.
last updated: 2024-01-17
(update frequency: Never).
Abstract: 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.
Key words:
Florida, Census, 2021, Tract, Census Block Group, Geography
Sponsors:
Collections:
Census
Citation:
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.
last updated: 2025-04-14
(update frequency: Never).
Abstract: The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.
Key words:
Florida, Census, 2021, Tract, Census Tract, Geography
Sponsors:
Collections:
Climate Change | Health Outcomes | Vulnerability
Citation:
University of Miami
(2022).
2022 FL EPA Interpolated Annual Estimates PM 2.5 FRM/FEM Mass (88101) [gis dataset].
University of Miami.
https://aqs.epa.gov/aqsweb/airdata/download_files.html.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: This dataset is derived as an interpolated raster created from 2022 FL EPA Annual Estimates PM 2.5 FRM/FEM Mass (88101) which is derived from 2022 US EPA Daily Summary PM 2.5 FRM/F...
Key words:
EPA, particulate matter, PM 2.5, FL, annual, interpolated
Sponsors:
Collections:
Health Outcomes
Citation:
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.
last updated: 2024-07-17
(update frequency: Never).
Abstract: 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...
Key words:
Florida, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety
Sponsors:
Collections:
Census
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Counties, TIGER
Sponsors:
Collections:
Census
Citation:
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.
last updated: 2025-05-23
(update frequency: Never).
Abstract: The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.
Key words:
Florida, Census, 2022, Tract, Census Tract, Geography
Sponsors:
Collections:
CAMP | MAP
Citation:
Florida Natural Areas Inventory
(2023).
Florida Managed Areas [gis dataset].
University of Miami GDSC.
https://www.fnai.org/publications/gis-data.
last updated: 2025-07-28
(update frequency: 4 months).
Abstract: 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...
Key words:
Florida, FNAI, Conservation Lands, FLMA
Sponsors:
Collections:
Census
Citation:
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.
last updated: 2025-05-23
(update frequency: Never).
Abstract: The Census Tracts data provides a stable set of geographic units for the presentation of census data and comparison back to previous decennial censuses.
Key words:
Florida, Census, 2023, Tract, Census Tract, Geography
Sponsors:
Collections:
DVMT | Transportation
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 week).
Abstract: Location of US Routes in the state of Florida as derived from even mapping
Key words:
United States, Florida, Florida Department of Transportation, Transportation, US Routes, Highways, Interstates, Infrastructure
Sponsors:
Collections:
Huayhuash Conservación
Citation:
INAIGEM
(2023).
Inventario Bofedales Huayhuash 2023 (INAIGEM) [gis dataset].
INAIGEM.
https://datacochageoespacial.inaigem.gob.pe/geonetwork/srv/spa/catalog.search#/metadata/0b17e18e-2622-4158-9cc5-a31a587743df.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: El primer Inventario Nacional de Bofedales (INB) del Perú tiene como finalidad delimitar y cuantificar el ecosistema de bofedales, con el objetivo de proporcionar información a esc...
Key words:
Huayhuash, Perú, Bofedales
Sponsors:
Collections:
Huayhuash Conservación
Citation:
SERNANP
(2025).
Áreas Naturales Protegidas de Administración Nacional Definitiva Huayhuash (SERNANP) [gis dataset].
SERNANP.
https://geoservicios.sernanp.gob.pe/arcgis/rest/services/base_fisica/peru_sernanp_0102/MapServer/0.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Representa aquellos espacios geográficos que fueron creados mediante una norma legal (Ley o Decreto Supremo), con carácter definitivo con el propósito de conservar la diversidad bi...
Key words:
Huayhuash, Perú, ANP de Administración Nacional Definitiva
Collections:
Huayhuash Conservación
Citation:
SERNANP
(2024).
Áreas Naturales Protegidas de Administración Nacional Transitoria Huayhuash (SERNANP) [gis dataset].
SERNANP.
https://geoservicios.sernanp.gob.pe/arcgis/rest/services/base_fisica/peru_sernanp_0102/MapServer/1.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Representa aquellos espacios importantes para la conservación de la diversidad biológica pero que por falta de estudios que sustenten una categoría definitiva, se han establecido c...
Key words:
Huayhuash, Perú, ANP de Administración Nacional Transitoria
Collections:
Huayhuash Conservación
Citation:
SERNANP
(2025).
Área de Conservación Privada Huayhuash (SERNANP) [gis dataset].
SERNANP.
https://geoservicios.sernanp.gob.pe/arcgis/rest/services/base_fisica/peru_sernanp_0102/MapServer/3.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Representa aquellos espacios geográficos que ha solicitud de sus propietarios han sido reconocidos como áreas protegidas privadas mediante un Resolución Ministerial, con el propósi...
Key words:
Huayhuash, Perú , Área de Conservación Privada
Collections:
Huayhuash Conservación
Citation:
SERNANP
(2024).
Área de Conservación Regional Huayhuash (SERNANP) [gis dataset].
SERNANP.
https://geoservicios.sernanp.gob.pe/arcgis/rest/services/base_fisica/peru_sernanp_0102/MapServer/2.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Son áreas de carácter regional y local, así como en la institucionalidad, expresada en una mayor autonomía de los gobiernos regionales y locales frente a la gestión de sus respecti...
Key words:
Huayhuash, Perú, Área de Conservación Regional
Collections:
Huayhuash Conservación
Citation:
IGN
.
Capital Distrital Huayhuash (MINAM) [gis dataset].
IDEP IGN.
https://www.idep.gob.pe/geoportal/rest/services/DATOS_GEOESPACIALES/CENTROS_POBLADOS/FeatureServer/2.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: TBD
Key words:
Perú, Huayhuash, Capital Distrital
Collections:
Huayhuash Conservación
Citation:
IGN
.
Capital Provincial Huayhuash (MINAM) [gis dataset].
IDEP IGN.
https://www.idep.gob.pe/geoportal/rest/services/DATOS_GEOESPACIALES/CENTROS_POBLADOS/FeatureServer/1.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: TBD
Key words:
Perú, Huayhuash, Capital Provincial
Collections:
Huayhuash Conservación
Citation:
INGEMMET
(2025).
Catastro Minero Huayhuash (INGEMMET) [gis dataset].
INGEMMET.
https://geocatmin.ingemmet.gob.pe/arcgis/rest/services/SERV_CATASTRO_MINERO_WGS84/MapServer/0.
last updated: 2025-05-22
(update frequency: Daily).
Abstract: Un catastro minero digital se puede definir como un inventario de áreas mineras que cuenta con respaldos en forma gráfica y alfanumérica en una base de datos digital.
Key words:
Huayhuash, Perú, Catastro minero
Collections:
Huayhuash Conservación
Citation:
MIDAGRI
.
Catastro Rural Huayhuash (MIDAGRI) [gis dataset].
MIDAGRI.
https://georural.midagri.gob.pe/geoservicios/rest/services/public/Catastro_Rural/MapServer/0.
last updated: 2025-05-22
(update frequency: 10 years).
Abstract: Catastro Rural Huayhuash
Key words:
Huayhuash, Perú, Catastro Rural
Collections:
Huayhuash Conservación
Citation:
IDEP,
INEI
(2017).
Centros Poblados Huayhuash (IDEP-INEI) [gis dataset].
IDEP.
https://www.idep.gob.pe/geoportal/rest/services/DATOS_GEOESPACIALES/CENTROS_POBLADOS_DISPERSOS/FeatureServer/0.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: Centros Poblados de Huayuhash
Key words:
Huayhuash, Perú, Centros poblados
Sponsors:
Collections:
Huayhuash Conservación
Citation:
IDEP
(2017).
Centros Poblados Huayhuash (IDEP) [gis dataset].
IDEP.
https://www.idep.gob.pe/geoportal/rest/services/DATOS_GEOESPACIALES/CENTROS_POBLADOS/FeatureServer/3.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: Centros Poblados de Huayuhash
Key words:
Huayhuash, Perú, Centros poblados
Sponsors:
Collections:
Huayhuash Conservación
Citation:
INEI
.
Centros Poblados Huayhuash (INEI) [gis dataset].
INEI.
https://arcgis4.inei.gob.pe:6443/arcgis/rest/services/VISOR_DE_MAPAS/VISOR_DE_INDICADOR_GEOESPACIAL_A/MapServer/0.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Centros Poblados de Huayuhash
Key words:
Huayhuash, Perú, Centros poblados
Collections:
Huayhuash Conservación
Citation:
MIDAGRI
.
Comunidades Campesinas Titutlados Huayhuash (MIDAGRI) [gis dataset].
MIDAGRI.
https://georural.midagri.gob.pe/geoservicios/rest/services/public/Catastro_Rural/MapServer/5.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: TBD
Key words:
Perú, Huayhuash, Comunidades campesinas
Collections:
Huayhuash Conservación
Citation:
NASA JPL
(2013).
Huayhuash DEM (SRTM) [gis dataset].
NASA EOSDIS Land Processes Distributed Active Archive Center (LPDAAC).
https://lpdaac.usgs.gov/products/srtmgl1v003/.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: An elevation raster dataset derived from the SRTM GL1 V3 dataset at 1 ARC second resolution (~30 meters).
Key words:
Peru, Huayhuash, Elevation, DEM
Sponsors:
Collections:
Huayhuash Conservación
Citation:
MINAM
(2025).
Límite Departamental Huayhuash (MINAM) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioBase/MapServer/14.
last updated: 2025-05-22
(update frequency: 1 Week).
Abstract: Las delimitaciones de los departamentos del Perú
Key words:
Perú, Departamentos
Sponsors:
Collections:
Huayhuash Conservación
Citation:
MINAM
(2025).
Límite Distrital Huayhuash (MINAM) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioBase/MapServer/12.
last updated: 2025-07-29
(update frequency: 1 Week).
Abstract: Las delimitaciones de los distritos del Perú
Key words:
Perú, Distritos
Sponsors:
Collections:
Huayhuash Conservación
Citation:
ANA
(2021).
Glaciares Huayhuash (ANA) [gis dataset].
SNIRH ANA.
https://geosnirh.ana.gob.pe/server/rest/services/P%C3%BAblico/Glaciares/MapServer.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: En la actualidad, la Unidad de Glaciología y Recursos Hídricos de la Dirección de Conservación y Planeamiento de Recursos Hídricos de la Autoridad Nacional del Agua, se encarga de ...
Key words:
Perú , Huayhuash , Glaciares
Collections:
Huayhuash Conservación
Citation:
ANA
(2021).
Lagos y Lagunas Huayhuash (ANA) [gis dataset].
ANA.
https://geosnirh.ana.gob.pe/server/rest/services/P%C3%BAblico/Lagunas/MapServer/36.
last updated: 2025-04-14
(update frequency: Never).
Abstract: Lagos y Lagunas de Huayhuash.
Key words:
Huayhuash, Perú, Lagos y lagunas
Collections:
Huayhuash Conservación
Citation:
MINAM
(2025).
Límite Provincial Huayhuash (MINAM) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioBase/MapServer/13.
last updated: 2025-05-22
(update frequency: 1 Week).
Abstract: Las delimitaciones de las provincias del Perú
Key words:
Perú, Provincias
Sponsors:
Collections:
Huayhuash Conservación
Citation:
OEFA
.
Red Hídrica Huayhuash (IDEP 100000) [gis dataset].
PIFA OEFA.
https://www.idep.gob.pe/geoportal/rest/services/SERVICIOS_IGN/HIDROGRAFIA_100K/MapServer/0.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: TBD
Key words:
Perú , Huayhuash , Hidrografía
Collections:
Huayhuash Conservación
Citation:
OpenStreetMap contributors
(2025).
OSM Huayhuash Rios y Arroyos [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A line feature set for the hydrography of the Cordillera Huayhuash sourced from OpenStreetMap with a query that includes Rivers and Streams.
Key words:
Perú, Huayhuash, Hidrografia
Sponsors:
Collections:
Huayhuash Conservación
Citation:
MTC
.
Red Vial Departamental Huayhuash (IGN) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/Servicio_Degradacion_tematicas/MapServer/2.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: Los datos corresponden a las carreteras que constituyen la red vial circunscrita al ámbito de un Gobierno Regional; articulando básicamente a la Red Vial Nacional con la Red Vial V...
Key words:
Perú, Huayhuash, Red Vial Departamental
Collections:
Huayhuash Conservación
Citation:
MTC
.
Red Vial Nacional Huayhuash (IGN) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/Servicio_Degradacion_tematicas/MapServer/1.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: Los datos corresponden a las carreteras de interés nacional; conformada por los principales ejes longitudinales y transversales, que constituyen la base del Sistema Nacional de Car...
Key words:
Perú, Huayhuash, Red Vial Nacional
Collections:
Huayhuash Conservación
Citation:
MTC
.
Red Vial Vecinal Huayhuash (IGN) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/Servicio_Degradacion_tematicas/MapServer/3.
last updated: 2025-05-22
(update frequency: As Needed).
Abstract: Los datos corresponden a las carreteras que constituyen la red vial circunscrita al ámbito de un Gobierno Regional; articulando básicamente a la Red Vial Nacional con la Red Vial V...
Key words:
Perú, Huayhuash, Red Vial Vecinal
Collections:
Climate Change | Vulnerability
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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....
Key words:
Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 10ft, Vulnerability, Flood, Flood Hazard, Public-Safety, Little River
Sponsors:
Collections:
Little River Climate Resilience
Citation:
Chris Mader
(2024).
2024 Little River Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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.
Key words:
Miami-Dade County, Little River, Drone Survey, orthographic image
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
Miami-Dade County
(2024).
Little River Boundary [gis dataset].
University of Miami GDSC.
last updated: 2024-08-28
(update frequency: Never).
Abstract: Boundary layer for the Adaptation Action Area in Little River.
Key words:
Florida, Miami-Dade County, Little River
Sponsors:
Collections:
Health Outcomes | Sleep Outcomes
Citation:
Nkosi Muse
(2024).
Miami-Dade Average Land Surface Temperature 2013-2022 [gis dataset].
University of Miami GDSC.
https://doi.org/10.17604/0zp4-6280.
last updated: 2024-11-21
(update frequency: As Needed).
Abstract: 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...
Key words:
Miami-Dade County, LST
Sponsors:
Collections:
DVMT | Climate Change | Vulnerability | CAMP
Citation:
Univeristy of Miami GDSC
(2017).
2015 Miami-Dade County DEM 100ft [gis dataset].
University of Miami GDSC.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 100ft, Vulnerability, Flood, Flood Hazard, Public-Safety
Sponsors:
Collections:
Climate Change | Vulnerability
Citation:
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.
last updated: 2024-01-10
(update frequency: Never).
Abstract: 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....
Key words:
Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 10ft, Vulnerability, Flood, Flood Hazard, Public-Safety
Sponsors:
Collections:
DVMT | Climate Change | Vulnerability | CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP | Sleep Outcomes
Citation:
Univeristy of Miami GDSC
(2017).
2015 Miami-Dade County DEM 30ft [gis dataset].
University of Miami GDSC.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Environment, Elevation, DEM 30ft, Vulnerability, Flood, Flood Hazard, Public-Safety
Sponsors:
Collections:
Health Outcomes | Little River Climate Resilience | Miami-Dade Climate Resilience | Sleep Outcomes
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Miami-Dade, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety
Sponsors:
Collections:
Health Outcomes | Little River Climate Resilience | Miami-Dade Climate Resilience | Sleep Outcomes
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Miami-Dade, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety
Sponsors:
Collections:
Health Outcomes | Sleep Outcomes
Citation:
Census
(2024).
Miami-Dade 2020 Zip Code Tabulation Areas [gis dataset].
Census.
https://www.census.gov/programs-surveys/geography/guidance/geo-areas/zctas.html.
last updated: 2024-12-10
(update frequency: Never).
Abstract: A polygon representation of the Miami-Dade Zip Code Tabulation Areas (ZCTA) boundaries (derived from us_2020_zcta).
Key words:
Miami-Dade, Zipcode, ZCTA
Sponsors:
Collections:
Miami-Dade Climate Resilience
Citation:
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.
last updated: 2024-04-17
(update frequency: Never).
Abstract: 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 ...
Key words:
Miami-Dade County, Census, ACS, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Population, Climate Resilience, CRA
Sponsors:
Collections:
Census | CAMP | MAP
Citation:
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.
last updated: 2025-05-23
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Census, ACS 2021, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP
Sponsors:
Collections:
Miami-Dade Climate Resilience
Citation:
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.
last updated: 2024-04-17
(update frequency: Never).
Abstract: 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 ...
Key words:
Miami-Dade County, Census, ACS, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Population, Climate Resilience, CRA
Sponsors:
Collections:
Census | DVMT
Citation:
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.
last updated: 2024-11-26
(update frequency: Never).
Abstract: 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)....
Key words:
Miami-Dade County, Census, ACS, 2021, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, DVMT
Sponsors:
Collections:
Climate Change | Vulnerability | CAMP | MAP
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: Depth to groundwater (depth from ground surface to top of water table)
Key words:
Florida, Miami-Dade County, MDC, Miami-Dade County, Environment, Depth to Groundwater, Water, Hylo, Homestead, Little River
Sponsors:
Collections:
Climate Change | Vulnerability | CAMP | MAP | Sleep Outcomes
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: Greenness measured as a recentered NDVI (Normalized Difference Vegetation Index) moved from -1:1 to 1-100.
Key words:
Florida, Miami-Dade County, MDC, Miami-Dade County, Environment, NDVI, Hylo, Homestead, Little River, Public-Safety
Sponsors:
Collections:
Climate Change | Vulnerability | CAMP | DVMT | MAP
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: Max Landsat 8 ARD (Analysis Ready Data) Surface Temperature from 7 different images ranging from 2011-2020.
Key words:
Florida, Miami-Dade County, MDC, Miami-Dade County, Environment, Surface Temperature, Climate, Atmospheric Science, Hylo, Homestead, Little River, Public-Safety
Sponsors:
Collections:
Health Outcomes | Vulnerability | Sleep Outcomes
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: A raster of the euclidean distance from parks within Miami-Dade County.
Key words:
Miami-Dade County
Sponsors:
Collections:
Health Outcomes | Vulnerability | Sleep Outcomes
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: A raster of the euclidean distance from bodies of water within Miami-Dade County.
Key words:
Miami-Dade County
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Land cover , Land cover change, Landsat, NLCD, CONUS, Florida, Miami-Dade
Sponsors:
Collections:
Miami-Dade Climate Resilience
Citation:
Multi-Resolution Land Characteristics Consortium
(2023).
2021 Miami-Dade NLCD Land Cover [gis dataset].
University of Miami GDSC.
https://doi.org/10.5066/P9JZ7AO3.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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,...
Key words:
land cover, Landsat, Sentinel-2, CONUS, United States
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP | Sleep Outcomes
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
tree density, tree canopy cover, percent tree canopy, Landsat, Sentinel-2, CONUS, Florida, Miami-Dade
Sponsors:
Collections:
Census | CAMP | MAP
Citation:
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.
last updated: 2025-05-23
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Census, ACS 2022, 2022, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2024-05-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat1
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat1, Vector
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2024-05-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat2
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat2, Vector
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2024-05-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat3
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat3, Vector
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2024-05-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat4
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat4, Vector
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2024-05-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat5
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2024-05-01
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Water, SLOSH, Cat5, Vector
Sponsors:
Collections:
Health Outcomes | Little River Climate Resilience | Miami-Dade Climate Resilience | Sleep Outcomes
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Miami-Dade, CDC, Vulnerability, Social Vulnerability Index, Census Tracts, Public-Safety
Sponsors:
Collections:
Census | CAMP | MAP
Citation:
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.
last updated: 2025-05-23
(update frequency: Never).
Abstract: 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...
Key words:
Florida, Census, ACS 2023, 2023, 5-Year Estimates, Tract, Census Tract, Demographic, Housing, Property, Population, CAMP
Sponsors:
Collections:
Health Outcomes | Sleep Outcomes
Citation:
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.
last updated: 2024-11-08
(update frequency: Never).
Abstract: 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...
Key words:
Miami-Dade, Nighttime lights
Sponsors:
Collections:
Health Outcomes
Citation:
Azizi Seixas,
Sadeaqua Scott,
Joon Chung
(2024).
Florida 2025 DORMIR Patient Locations [gis dataset].
University of Miami GDSC.
last updated: 2025-01-23
(update frequency: As Needed).
Abstract: A set of patient home locations in Miami-Dade County joined to the sleep study data collection based on point location
Key words:
Miami-Dade, Sleep Disorders
Sponsors:
Collections:
Sleep Outcomes
Citation:
Azizi Seixas,
Sadeaqua Scott,
Joon Chung
(2024).
Miami-Dade 2025 DORMIR Study [gis dataset].
University of Miami GDSC.
last updated: 2025-01-23
(update frequency: Never).
Abstract: A set of patient home locations in Miami-Dade County joined to the sleep study data collection based on point location
Key words:
Miami-Dade, Sleep Disorders
Sponsors:
Collections:
Health Outcomes
Citation:
Fake Researcher
(2024).
Miami-Dade County 5000 Addresses Normalized (Random) [gis dataset].
University of Miami GDSC.
last updated: 2024-06-24
(update frequency: As Needed).
Abstract: A set of 5000 random addresses in Miami-Dade County.
Key words:
Miami-Dade
Sponsors:
Collections:
Health Outcomes
Citation:
Fake Researcher
(2024).
Miami-Dade County 5000 Random Addresses [gis dataset].
University of Miami GDSC.
last updated: 2024-06-24
(update frequency: As Needed).
Abstract: A set of 5000 random addresses in Miami-Dade County.
Key words:
Miami-Dade
Sponsors:
Collections:
Transportation
Citation:
Metropolitan Planning Organization
(2018).
Miami-Dade Bike Lanes [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::bike-lane/about.
last updated: 2024-11-19
(update frequency: 1 year).
Abstract: A line feature class of the Miami-Dade County, Metropolitan Planning Organization (MPO) existing bike lanes
Key words:
Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Bike, Bike Lane, Infrastructure
Sponsors:
Collections:
CAMP | Miami-Dade Climate Resilience | Little River Climate Resilience | MAP
Citation:
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.
last updated: 2024-04-09
(update frequency: As Needed).
Abstract: 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.
Key words:
Miami-Dade County, Building, Building Footprint
Sponsors:
Collections:
DVMT | Transportation
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 year).
Abstract: A point feature class of the Miami-Dade County Bus Stops.
Key words:
Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Bus, Bus Route, Bus Station, Bus Stops, Infrastructure
Sponsors:
Collections:
CAMP | LAND
Citation:
CCE
(2025).
CCE Miami-Dade County Distinct DOR Code Map [gis dataset].
CCE.
https://civic.miami.edu/.
last updated: 2025-03-26
(update frequency: As Needed).
Abstract: Department of Revenue (DOR) Code mapping for CCE online map applications LAND and CAMP.
Key words:
Miami-Dade County, DOR Codes
Collections:
LAND
Citation:
CCE
(2025).
CCE Miami-Dade County LAND Exclude DOR Codes [gis dataset].
CCE.
https://civic.miami.edu/.
last updated: 2025-06-19
(update frequency: As Needed).
Abstract: Department of Revenue (DOR) Code list for exclusion in the CAMP application.
Key words:
Miami-Dade County, DOR Codes
Collections:
LAND
Citation:
CCE
(2025).
CCE Miami-Dade County LAND Exclude Water [gis dataset].
CCE.
https://civic.miami.edu/.
last updated: 2025-05-23
(update frequency: As Needed).
Abstract: Curated list of water parcels with folio number.
Key words:
Miami-Dade County, Parcels, water
Sponsors:
Collections:
CAMP | LAND
Citation:
UM CCE
(2025).
CCE Miami-Dade Parcel Filters [gis dataset].
UM CCE.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: The exclude and incluude filters for the MAP parcel data.
Key words:
Parcels, Miami-Dade
Sponsors:
Collections:
CAMP | LAND
Citation:
Miami-Dade County
(2018).
Miami-Dade County Comission Districts [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/21f56c05380e477ea3008fd527ddafe4_0/explore.
last updated: 2025-04-08
(update frequency: As Needed).
Abstract: A polygon feature class representing the Miami-Dade County Commission District boundaries.
Key words:
Miami-Dade County, Comission Districts
Collections:
DVMT
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 week).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Property, Commercial Property, Property Characteristics
, Infrastructure
Sponsors:
Collections:
DVMT
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 year).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Property, Planning, Regulation, Community Redevelopment Areas, Development, Population, Infrastructure
Sponsors:
Collections:
Health Outcomes | Vulnerability
Citation:
Miami-Dade County
(2022).
Miami-Dade County Cooling Centers [gis dataset].
Miami-Dade County.
https://mdc.maps.arcgis.com/home/item.html?id=9a42d1aae6e74cdcb2cbc9d82d58d6bd.
last updated: 2024-08-28
(update frequency: As Needed).
Abstract: 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...
Key words:
Miami-Dade County
Sponsors:
Collections:
DVMT
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 year).
Abstract: A point feature class of libraries operated/managed by the Miami-Dade County Public Library System.
Key words:
Florida, Miami-Dade County, MDC, Education, Library, County Library, Population, Infrastructure
Sponsors:
Collections:
Health Outcomes | Sleep Outcomes
Citation:
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.
last updated: 2025-07-28
(update frequency: 6 months).
Abstract: A polygon feature class of parks and recreational locations maintained by Miami-Dade County.
Key words:
Miami-Dade County
Sponsors:
Collections:
LAND | CAMP | MAP
Citation:
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.
last updated: 2025-07-28
(update frequency: 1 week).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Geography, Property, Housing, Zoning, Infrastructure
Sponsors:
Collections:
DRAFT
Citation:
Fake Researcher
(2024).
Miami-Dade Fake Sleep Study [gis dataset].
University of Miami GDSC.
last updated: 0001-01-01
(update frequency: Never).
Abstract: A set of 5000 random addresses in Miami-Dade County joined to the sleep study data collection based on point location
Key words:
Miami-Dade, Sleep Disorders
Sponsors:
Collections:
DRAFT
Citation:
Fake Researcher
(2024).
Miami-Dade Fake Sleep Study Tester [gis dataset].
University of Miami GDSC.
last updated: 0001-01-01
(update frequency: Never).
Abstract: A set of 5000 random addresses in Miami-Dade County joined to the sleep study data collection based on point location
Key words:
Miami-Dade, Sleep Disorders
Sponsors:
Collections:
DVMT
Citation:
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.
last updated: 2025-07-29
(update frequency: As Needed).
Abstract: A point feature class of Federally Qualified Health Centers within Miami-Dade County.
Key words:
Florida, Miami-Dade County, MDC, Health, Emergency, Federally Qualified Health Center, Wellness, Medical,
Public-Safety, Infrastructure
Sponsors:
Collections:
DVMT
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 year).
Abstract: A point feature class of Miami-Dade County Operated Fire and Rescue Stations that provide emergency or administrative services to the public.
Key words:
Florida, Miami-Dade County, MDC, Emergency, Fire Station, Fire, Public-Safety
Infrastructure
Sponsors:
Collections:
DVMT | Climate Change | Vulnerability | CAMP | LAND | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Citation:
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.
last updated: 2025-07-29
(update frequency: 10 years).
Abstract: A polygon feature class of Federal Emergency Management Agency (FEMA) flood hazard zones within Miami-Dade County
Key words:
Miami-Dade County, FEMA, Environment, Emergency, Flood, Flood Hazard, Hazard, Natural Disaster, Public-Safety
Sponsors:
Collections:
DVMT | Displacement | Vulnerability | CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Citation:
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.
last updated: 2024-06-26
(update frequency: Never).
Abstract: The historical redlining grade from 143 cities across the United States. This dataset is the subset for Miami-Dade County in Florida.
Key words:
Florida, Miami-Dade County, MDC, Housing, Property, Racial Inequality, Race, Redlining History, HOLC, Social Justice
Sponsors:
Collections:
DVMT
Citation:
Miami-Dade County,
Florida
(2022).
Miami-Dade Hospitals [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::hospital/about.
last updated: 2025-07-29
(update frequency: As Needed).
Abstract: A point feature class of the hospital facilities within Miami-Dade County.
Key words:
Florida, Miami-Dade County, MDC, Health, Emergency, Hospital, Wellness,
Medical, Public-Safety, Infrastructure
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Citation:
Miami-Dade County
(2018).
Miami-Dade Major Roads [gis dataset].
University of Miami GDSC.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::street/about.
last updated: 0001-01-01
(update frequency: 1 week).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Infrastructure
Sponsors:
Collections:
DVMT | Transportation
Citation:
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.
last updated: 2025-07-29
(update frequency: 1 year).
Abstract: Point feature class of the Miami-Dade Transit (MDT) Metrorail stations.
Key words:
Florida, Miami-Dade County, MDC, Miami-Dade Transit, Transportation, Metro, Metrorail, Metrorail Stations, Infrastructure
Sponsors:
Collections:
CAMP | MAP
Citation:
Miami-Dade County
(2023).
Municipal Boundary - Miami-Dade County [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/5ece0745e24b4617a49f2e098df8117f_0/explore.
last updated: 2024-06-18
(update frequency: As Needed).
Abstract: A polygon feature class of municipal boundaries within Miami-Dade County, data includes the municipal codes and names
Key words:
Miami-Dade County, Minicipalities, Municipal Boundaries
Sponsors:
Collections:
Health Outcomes | Sleep Outcomes
Citation:
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.
last updated: 2025-07-28
(update frequency: 6 months).
Abstract: A polygon feature class of Miami-Dade Municipal (Incorporated) Maintained Parks and Recreational boundary.
Key words:
Miami-Dade County
Sponsors:
Collections:
CAMP | MAP
Citation:
Miami Dade County
(2018).
Miami-Dade Municipal Zoning [gis dataset].
Miami Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::municipal-zone/.
last updated: 2025-07-28
(update frequency: 1 year).
Abstract: A polygon feature class of Miami-Dade County Municipal Zoning Districts.
Updated: Annually
Key words:
Florida, Miami-Dade County, MDC, Municipal, Property, Zoning
Sponsors:
Collections:
CAMP | MAP
Citation:
OpenStreetMap contributors
(2024).
Miami-Dade County Neighborhoods [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2024-06-14
(update frequency: As Needed).
Abstract: A polygon feature tagged as "place" in Miami-Dade County sourced from OpenStreetMap.
Key words:
Miami-Dade County, place, OSM, neighborhood, municipality
Sponsors:
Collections:
LAND | CAMP | MAP
Citation:
Miami Dade County
(2022).
Miami-Dade Parcels [gis dataset].
Miami Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::parcel/about.
last updated: 2025-02-18
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Geography, Property, Housing, Parcels, Population, Infrastructure
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Citation:
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.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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 ...
Key words:
Miami-Dade County, property, elevation, flood zones, municipal zoning, county zoning, qualified opportunity zones, land use, DOR codes
Sponsors:
Collections:
CAMP
Citation:
Office for Civic and Community Engagement, University of Miami,
Institute for Data Science and Computing
.
Miami-Dade Parcels Augmented for CAMP Alternate [gis dataset].
University of Miami Institute for Data Science and Computing.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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 ...
Key words:
Miami-Dade County, property, elevation, flood zones, municipal zoning, county zoning, qualified opportunity zones, land use, DOR codes
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Citation:
Office for Civic and Community Engagement, University of Miami,
Institute for Data Science and Computing
(2024).
Miami-Dade Parcels Augmented for CAMP Filtered [gis dataset].
University of Miami Institute for Data Science and Computing.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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 ...
Key words:
Miami-Dade County, property, elevation, flood zones, municipal zoning, county zoning, qualified opportunity zones, land use, DOR codes
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Citation:
Office for Civic and Community Engagement, University of Miami,
Institute for Data Science and Computing
(2024).
Miami-Dade Parcels Augmented for CAMP Ownership [gis dataset].
University of Miami Institute for Data Science and Computing.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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 ...
Key words:
Miami-Dade County, property, elevation, flood zones, municipal zoning, county zoning, qualified opportunity zones, land use, DOR codes
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience
Citation:
Office for Civic and Community Engagement, University of Miami,
Institute for Data Science and Computing
(2024).
Miami-Dade Parcels Augmented CAMP/LAND/MAP Vector Tiles [gis dataset].
University of Miami Institute for Data Science and Computing.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: 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 ...
Key words:
Miami-Dade County, property, elevation, flood zones, municipal zoning, county zoning, qualified opportunity zones, land use, DOR codes
Sponsors:
Collections:
DVMT | Health Outcomes
Citation:
Miami-Dade County,
Florida
(2016).
Miami-Dade Park Facilities [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::park-facility.
last updated: 2025-07-29
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Environment, Park Facility, Parks, Recreation, Open Spaces, Wellness, Infrastructure
Sponsors:
Collections:
DVMT
Citation:
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.
last updated: 2025-07-29
(update frequency: As Needed).
Abstract: A point feature class of Miami-Dade County Operated Police Stations.
Key words:
Florida, Miami-Dade County, MDC, Emergency, Police Station, Public-safety, Crime, Infrastructure
Sponsors:
Collections:
LAND | CAMP | MAP
Citation:
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.
last updated: 2024-01-10
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Geography, Property, Housing, Parcels, Population, Infrastructure
Sponsors:
Collections:
DVMT
Citation:
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.
last updated: 2024-01-09
(update frequency: As Needed).
Abstract: A point feature class of all properties within Miami-Dade County
Key words:
Florida, Miami-Dade County, MDC, Property, Housing, Property Characteristics, DOR Codes, Population, Infrastructure
Sponsors:
Collections:
DVMT | Vulnerability | Displacement
Citation:
Department of Housing and Urban Development
(2016).
US Public Housing Developments [gis dataset].
Office of Policy Development and Research.
https://hudgis-hud.opendata.arcgis.com/datasets/HUD::public-housing-developments-1/about.
last updated: 2025-07-29
(update frequency: 3 months).
Abstract: 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 ...
Key words:
United States, HUD, Property, Housing, Public Housing, Public Housing Development, Development, Infrastructure
Sponsors:
Collections:
DVMT | Vulnerability | Displacement | CAMP | LAND | MAP
Citation:
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.
last updated: 2024-01-10
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Property, Planning, Regulation, Qualified Opportunity Zone, Development, Population, Infrastructure
Sponsors:
Collections:
Miami-Dade Climate Resilience | Little River Climate Resilience
Citation:
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.
last updated: 2025-01-21
(update frequency: 1 week).
Abstract: 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-...
Key words:
Miami-Dade County, Septic, Septic Systems
Sponsors:
Collections:
DVMT | Vulnerability
Citation:
Miami Dade County
(2018).
Miami-Dade Sex Offenders [gis dataset].
Miami Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::sexual-predator/about.
last updated: 2025-07-29
(update frequency: 1 day).
Abstract: 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.
Key words:
Florida, Miami-Dade County, MDC, Public-Safety, Sex Offenders, Crime, Police, Population
Sponsors:
Collections:
Miami-Dade Climate Resilience
Citation:
Miami-Dade County
(2021).
SMART Plan Corridors [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::pmt-basicfeatures-feat-service-1/explore?layer=4&location=25.551298%2C-80.457013%2C8.62.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A polygon feature class of public transit corridors in Miami-Dade County
Key words:
Florida, Miami-Dade County, Public Transit
Collections:
Miami-Dade Climate Resilience
Citation:
Miami-Dade County
(2021).
SMART Plan Stations [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::pmt-basicfeatures-feat-service-1/explore?layer=0.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A point feature class representing Miami-Dade County public transit stops/stations between all forms of transit in the county, indicating transit corridor and name of each station....
Key words:
Florida, Miami-Dade County, Public Transit
Collections:
Miami-Dade Climate Resilience
Citation:
Miami-Dade County
(2021).
SMART Plan Station Areas [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::pmt-basicfeatures-feat-service-1/explore?layer=5.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A Polygon feature class of buffers around public transit stations in Miami-Dade County
Key words:
Florida, Miami-Dade County, Urban Growth
Collections:
Health Outcomes | Vulnerability
Citation:
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.
last updated: 2025-01-23
(update frequency: As Needed).
Abstract: 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...
Key words:
Miami-Dade County
Sponsors:
Collections:
CAMP | Little River Climate Resilience | Miami-Dade Climate Resilience | MAP
Citation:
Miami-Dade County
(2018).
Miami-Dade Streets [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::street/about.
last updated: 2025-07-28
(update frequency: 1 week).
Abstract: 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 ...
Key words:
Florida, Miami-Dade County, MDC, Infrastructure
Sponsors:
Collections:
DVMT | Vulnerability | Health Outcomes
Citation:
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.
last updated: 2024-10-03
(update frequency: As Needed).
Abstract: A point class of the superfund sites within Miami-Dade County.
Key words:
Florida, Miami-Dade County, MDC, Environment, Health, Safety, Pollution, Contamination, Clean-Up Site, Superfund, Superfund Site, Hazard, Public-Safety
Sponsors:
Collections:
Miami-Dade Climate Resilience | Urban Growth
Citation:
Miami-Dade County
(2021).
Urban Growth Boundary [gis dataset].
Miami-Dade County.
https://gis-mdc.opendata.arcgis.com/datasets/MDC::pmt-basicfeatures-feat-service-1/explore?layer=3&location=25.551298%2C-80.457013%2C8.62.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A polygon feature class of the urban growth boundary in Miami-Dade County
Key words:
Florida, Miami-Dade County, Public Transit
Collections:
Miami-Dade Climate Resilience | Health Outcomes | Sleep Outcomes
Citation:
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.
last updated: 2024-03-05
(update frequency: As Needed).
Abstract: 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...
Key words:
Florida, Miami-Dade County, MDC, Environment
Sponsors:
Collections:
Perú Conservación
Citation:
SERNANP/MINAM
(2025).
Areas Naturales Protegidas del Peru (SERNANP) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioANP/MapServer/6.
last updated: 2025-03-14
(update frequency: 1 Week).
Abstract: Las delimitaciones de los areas naturales protegidas en el Perú
Key words:
Perú, Areas Naturales Protegidas, SERNANP
Sponsors:
Collections:
Perú Conservación
Citation:
MINAM
(2025).
Límite Departamental Perú (MINAM) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioBase/MapServer/14.
last updated: 2025-04-14
(update frequency: 1 Week).
Abstract: Las delimitaciones de los departamentos del Perú
Key words:
Perú, Departamentos
Sponsors:
Collections:
Perú Conservación
Citation:
MINAM
(2025).
Límite Distrital Perú (MiNAM) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioBase/MapServer/12.
last updated: 2025-04-14
(update frequency: 1 Week).
Abstract: Las delimitaciones de los distritos del Perú
Key words:
Perú, Distritos
Sponsors:
Collections:
Perú Conservación
Citation:
MINAM
(2025).
Límite Provincial Perú (MINAM) [gis dataset].
MINAM.
https://geoservidorperu.minam.gob.pe/arcgis/rest/services/ServicioBase/MapServer/13.
last updated: 2025-04-14
(update frequency: 1 Week).
Abstract: Las delimitaciones de las provincias del Perú
Key words:
Perú, Provincias
Sponsors:
Collections:
Perú Conservación
Citation:
MTC
.
Red Vial Departamental Perú (MTC) [gis dataset].
MTC.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Red Vial Departamental del Peru
Key words:
Perú , Red Vial Departamental
Collections:
Perú Conservación
Citation:
MTC
.
Red Vial Nacional Perú (MTC) [gis dataset].
MTC.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Red Vial Nacional del Peru
Key words:
Perú , Red Vial Nacional
Collections:
Perú Conservación
Citation:
MTC
.
Red Vial Vecinal Perú (MTC) [gis dataset].
MTC.
last updated: 2025-04-14
(update frequency: As Needed).
Abstract: Red Vial Vecianal del Peru
Key words:
Perú , Red Vial Vecinal
Collections:
Perú Conservación
Citation:
INGEMMET
(2025).
Catastro Minero Perú UTM 18s (INGEMMET) [gis dataset].
INGEMMET.
https://geocatmin.ingemmet.gob.pe/arcgis/rest/services/SERV_CATASTRO_MINERO_WGS84/MapServer/0.
last updated: 2025-03-24
(update frequency: Daily).
Abstract: Un catastro minero digital se puede definir como un inventario de áreas mineras que cuenta con respaldos en forma gráfica y alfanumérica en una base de datos digital.
Key words:
Huayhuash, Perú, Catastro minero
Collections:
Climate Change
Citation:
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.
last updated: 2024-03-07
(update frequency: As Needed).
Abstract: 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...
Key words:
Southeastern, Water, SLOSH, Cat1
Sponsors:
Collections:
Climate Change
Citation:
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.
last updated: 2024-03-07
(update frequency: As Needed).
Abstract: 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...
Key words:
Southeastern, Water, SLOSH, Cat2
Sponsors:
Collections:
Climate Change
Citation:
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.
last updated: 2024-03-07
(update frequency: As Needed).
Abstract: 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...
Key words:
Southeastern, Water, SLOSH, Cat3
Sponsors:
Collections:
Climate Change
Citation:
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.
last updated: 2024-03-07
(update frequency: As Needed).
Abstract: 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...
Key words:
Southeastern, Water, SLOSH, Cat4
Sponsors:
Collections:
Climate Change
Citation:
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.
last updated: 2024-03-07
(update frequency: As Needed).
Abstract: 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...
Key words:
Southeastern, Water, SLOSH, Cat5
Sponsors:
Collections:
Trinidad and Tobago Disease Risk
Citation:
OpenStreetMap contributors
(2023).
Trinidad and Tobago Regions [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2024-01-12
(update frequency: As Needed).
Abstract: A polygon feature set for the regions of Trindad and Tobago sourced from OpenStreetMap.
Key words:
Trinidad and Tobago, Regions, Administrative Boundaries
Sponsors:
Collections:
Tanzania Climate Change | Tanzania Health Outcomes | OHDSI/GIS
Citation:
Copernicus
(2025).
1984 Tanzania 2m Temperature Yearly Average (Copernicus) [gis dataset].
OHDSI.
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-land.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: A raster dataset with yearly averages of the 2m temperature from the ERA 5 renanalysis data from Copernicus satellite sensors for Tanzania. ERA5 is the fifth generation ECMWF reana...
Key words:
Tanzania, temperature
Sponsors:
Collections:
Tanzania Climate Change | Tanzania Health Outcomes
Citation:
OpenStreetMap contributors
(2025).
OSM Tanzania Districts [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A polygon feature set for the districts of Tanzania sourced from OpenStreetMap.
Key words:
Tanzania, Districts, Administrative Boundaries
Sponsors:
Collections:
Tanzania Climate Change | Tanzania Health Outcomes
Citation:
OpenStreetMap contributors
(2025).
OSM Tanzania Populated Places [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A point feature set for the populated places in Tanzania sourced from OpenStreetMap with a query that includes Cities, Towns, Villages, and Hamlets.
Key words:
Tanzania, Populated Places, Cities, Towns, Villages, Hamlets
Sponsors:
Collections:
Tanzania Climate Change | Tanzania Health Outcomes
Citation:
OpenStreetMap contributors
(2025).
OSM Tanzania Regions [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A polygon feature set for the regions of Tanzania sourced from OpenStreetMap.
Key words:
Tanzania, Regions, Administrative Boundaries
Sponsors:
Collections:
Tanzania Climate Change | Tanzania Health Outcomes
Citation:
OpenStreetMap contributors
(2025).
OSM Tanzania Wards [gis dataset].
OpenStreetMap.
https://www.openstreetmap.org/.
last updated: 2025-04-23
(update frequency: As Needed).
Abstract: A polygon feature set for the wards of Tanzania sourced from OpenStreetMap.
Key words:
Tanzania, Wards, Administrative Boundaries
Sponsors:
Collections:
UM Facilities
Citation:
Chris Mader
(2019).
2019 University of Miami Gables Campus Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 2024-06-27
(update frequency: Never).
Abstract: High resolution orthographic image of the University of Miami Coral Gables Campus. The image was created from a drone survey of the area.
Key words:
Miami-Dade County, Coral Gables Campus, University of Miami, Drone Survey, orthographic image
Sponsors:
Collections:
UM Facilities
Citation:
Chris Mader
(2022).
2022 University of Miami Gables Campus Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 0001-01-01
(update frequency: Never).
Abstract: High resolution orthographic image of the University of Miami Coral Gables Campus. The image was created from a drone survey of the area.
Key words:
Miami-Dade County, Coral Gables Campus, University of Miami, Drone Survey, orthographic image
Sponsors:
Collections:
UM Facilities
Citation:
Chris Mader
(2025).
2025 University of Miami Gables Campus Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 2025-04-08
(update frequency: Never).
Abstract: 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.
Key words:
Miami-Dade County, Coral Gables Campus, University of Miami, Drone Survey, orthographic image
Sponsors:
Collections:
Census
Citation:
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.
last updated: 0001-01-01
(update frequency: Never).
Abstract: 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...
Key words:
Census, 2020, County, FIPS
Collections:
Health Outcomes
Citation:
Census
(2024).
USA 2020 Zip Code Tabulation Areas [gis dataset].
Census.
https://www.census.gov/programs-surveys/geography/guidance/geo-areas/zctas.html.
last updated: 2024-12-02
(update frequency: Never).
Abstract: A polygon representation of the US Zip Code Tabulation Areas (ZCTA) boundaries.
Key words:
USA, Zipcode, ZCTA
Sponsors:
Collections:
Climate Resilience
Citation:
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.
last updated: 2024-01-16
(update frequency: Never).
Abstract: 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...
Key words:
Land cover , Land cover change, Landsat, NLCD, CONUS, Florida, Miami-Dade
Sponsors:
Collections:
Climate Change
Citation:
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.
last updated: 2024-02-23
(update frequency: Never).
Abstract: 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,...
Key words:
land cover, Landsat, Sentinel-2, CONUS, United States
Sponsors:
Collections:
Climate Change
Citation:
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.
last updated: 2024-01-12
(update frequency: Never).
Abstract: 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...
Key words:
tree density, tree canopy cover, percent tree canopy, Landsat, Sentinel-2, CONUS, United States
Sponsors:
Collections:
Climate Change | Health Outcomes | Vulnerability
Citation:
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.
last updated: 2024-01-16
(update frequency: As Needed).
Abstract: 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 ...
Key words:
EPA, AQI, annual, USA, county
Sponsors:
Collections:
Climate Change | Health Outcomes | Vulnerability
Citation:
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.
last updated: 0001-01-01
(update frequency: As Needed).
Abstract: This dataset is derived as annual aggregates from 2022 US EPA Daily Summary PM 2.5 FRM/FEM Mass (88101).
Key words:
EPA, particulate matter, PM 2.5, USA, annual, monitors
Sponsors:
Collections:
Census
Citation:
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.
last updated: 2025-04-14
(update frequency: Never).
Abstract: 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...
Key words:
USA, Counties, TIGER
Sponsors:
Collections:
Climate Change | Health Outcomes | Vulnerability
Citation:
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.
last updated: 2024-01-12
(update frequency: As Needed).
Abstract: 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...
Key words:
EPA, particulate matter, PM 2.5, USA, daily, monitors
Sponsors:
Collections:
Vulnerability | Climate Change
Citation:
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.
last updated: 2023-11-13
(update frequency: As Needed).
Abstract: Operable electric generating plants in the US by energy source (nuclear) from the United States Energy Administration.
Key words:
United States, Environment, Energy, Nuclear Energy, Nuclear Energy Powerplant, Powerplant, Hazard, Infrastructure
Sponsors:
Collections:
Climate Change
Citation:
U.S. Energy Information Administration (EIA)
(2020).
US Solar Energy [gis dataset].
Esri.
https://atlas.eia.gov/datasets/eia::solar-2/about.
last updated: 2025-01-21
(update frequency: As Needed).
Abstract: Operable electric generating plants in the US by energy source (solar)
Key words:
United States, Environment, Energy, Solar Energy, Clean-Energy, Infrastructure
Sponsors:
Collections:
Crandall Cemetary
Citation:
Chris Mader
(2025).
2025 Crandall Cemetary Drone Survey [gis dataset].
University of Miami GDSC.
https://gdsc.idsc.miami.edu/.
last updated: 2025-07-09
(update frequency: Never).
Abstract: High resolution orthographic image of the historic Crandall Cemetary site in Yulee County, Florida. The image was created from a drone survey of the area.
Key words:
Crandall Cemetary, Yulee County, Florida
Sponsors:
