AndreaBozzo/ceres-open-data-index huggingface dataset:
NAIP 2014 NDVI 1m California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2014 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).<div><br /></div><div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></div><div><font size='3'><br /></font></div>

Tags: aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2016 4-Band 60cm California

<div style='text-align:Left;'><div><p><span>This service delivers all 4 bands of the NAIP 2016 60cm aerial imagery and may be slower than other related NAIP 2016 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><span><br /></span></p></div></div>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2016 60cm California

<div style='text-align:Left;'><p><span>Natural color representation of NAIP 2016 aerial imagery. Band1=R, Band2=G, Band3=B.</span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></div>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2016 CIR 60cm California

<div style='text-align:Left;'><div><p><span>Color infrared (CIR) representation of NAIP 2016 60cm aerial imagery. Band1=NearIR, Band2=R, Band3=G.</span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><span><br /></span></p></div></div>

Tags: aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2016 NDVI 60cm California

<div style='text-align:Left;'><div><p><span>A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2016 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).</span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><span><br /></span></p></div></div>

Tags: aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2018 4-Band 60cm California

This service delivers all 4 bands of the NAIP 2018 60-cm resolution aerial imagery and may be slower than other related NAIP 2018 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.<div><br /></div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2018 CIR 60cm California

Color infrared (CIR) representation of NAIP 2018 60-cm resolution aerial imagery. Band1=NearIR, Band2=R, Band3=G.<div><br /></div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>

Tags: 2018, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2018 NDVI 60cm California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2018 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).<div><br /></div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>

Tags: 2018, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2020 4-Band 60cm California

<div>This service delivers all 4 bands of the NAIP 2020 60cm aerial imagery and may be slower than other related NAIP 2020 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</div><div><br /></div><div><font size='3'><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></font></div>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2020 60cm California

<div>Natural color representation of NAIP 2020 60cm resolution aerial imagery. Band1=R, Band2=G, Band3=B.</div><div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div>

Tags: 2020, 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2020 CIR 60cm California

<div>Color infrared (CIR) representation of NAIP 2020 60cm aerial imagery. Band1=NearIR, Band2=R, Band3=G.</div><div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div>

Tags: 2020, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2020 NDVI 60cm California

<div>A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2020 60cm imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).</div><div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div>

Tags: 2020, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2022 4-Band 60cm California

<div>This service delivers all 4 bands of the NAIP 2022 60cm aerial imagery and may be slower than other related NAIP 2022 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</div><div><br /></div><div><font size='3'><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></font></div>

Tags: 4-band, aerial-imagery, california-department-of-fish-and-wildlife, cdfw, naip, naipcdfw, usda
Organization: State of California
NAIP 2022 60cm California

<div>Natural color representation of NAIP 2022 60cm resolution aerial imagery. Band1=R, Band2=G, Band3=B.</div><div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div>

Tags: 2022, aerial-imagery, california-department-of-fish-and-wildlife, cdfw, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2022 NDVI 60cm California

<div>A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2022 60cm imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).</div><div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div>

Tags: 2022, aerial-imagery, california-department-of-fish-and-wildlife, cdfw, naip, naipcdfw, ndvi, usda
Organization: State of California
CalSIP Stream Gages

### More information can be found at the CA DWR California Stream Improvement Program webpage at https://water.ca.gov/Work-With-Us/Technical-Assistance/Stream-Gage-Improvement-Program. 

Senate Bill (SB) 19 (Stats. 2019, Ch. 361, Section 2.) directed DWR and the State Water Resources Control Board (State Water Board) to develop a plan to deploy a network of stream gages to help address significant gaps in information needed for water management and the conservation of freshwater species. The SB19 legislation directs that priority be given to places where lack of data contributes to conflicts in water management or where water can be more effectively managed for multiple benefits, including water supply, flood, water quality, ecosystems, and reference gages. DWR and the State Water Board coordinated with the California Department of Fish and Wildlife, Department of Conservation, and interested entities to develop the recommendations.

Following the directions of SB 19, the interagency group developed, and the State Water Board published, the California Stream Gaging Prioritization Plan 2022 (SB 19 Plan). The SB 19 Plan includes recommendations to upgrade existing stream gages, install new stream gages, reactivate historical stream gages, and install water temperature sensors to existing stream gages. The plan identifies the top locations at a watershed level to make improvements based on analysis that was conducted for the development of the plan.

The SB 19 Plan sets a robust foundation for where stream gages can be installed to maximize benefits for various management activities. While this CalSIP utilizes many of the recommendations and logic of that plan, it also recognizes operational limitations of operators that may not be able to install and operate gages in all high-priority locations. CalSIP serves to disburse fiscal resources to public agencies and federally recognized Tribes in a timely and judicious manner to best enhance the surface water monitoring network in the state.

CalSIP serves to execute funding agreements as soon as reasonably possible with a deadline to award by March 1, 2025, and to fully execute agreements by June 30, 2025. Gages should be fully operational by October 1, 2026. This requires recipient local agencies to faithfully and diligently, permit and install gages within 15 months. Failure to make this deadline will require justification and coordination with DWR and may result in loss of funding. Final reimbursement invoices must be submitted to DWR by April 15, 2027.

Tags: california-department-of-water-resources, stream-gages
Organization: State of California
BETA - Hazard Exposure: National Highway System Bridges

The BETA - Hazard Exposure: National Highway System Bridges dataset was updated on October 16, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The BETA - Hazard Exposure: National Highway System Bridges dataset shows the exposure of bridges on the National Highway System to select natural hazards. The dataset combines hazard data from FEMA, USGS, NOAA, and USDA with information for relevant bridges in the National Bridge Inventory dataset from the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). Hazard data include estimates of annualized frequency of Coastal Flooding, Cold Wave, Drought, Hail, Hurricane, Heat Wave, Ice Storm, Lightning, Strong Wind, Tornado, and Winter Weather from the FEMA National Risk Index. Landslide Index and Sinkhole Susceptibility derive from USGS models. USDA Burn Probability data underlie estimates of wildfire exposure. NOAA SLOSH models estimate storm surge inundation from hurricanes. The data set covers all 50 states of the United States, the District of Columbia, and Puerto Rico. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/bsd7-6743

Tags: atlas, beta, bridge, coastal flooding, cold wave, database, drought, environment, exposure, flooding, floodplain, hail, hazard, heat wave, hurricane, ice storm, landslide, lightning, national, national transportation atlas database, ntad, point, puerto rico, risk, riverine flooding, sinkhole, storm, storm surge, strong wind, tornado, transportation, united states, usa, vector, wildfire, winter weather
Organization: Department of Transportation
BETA - Hazard Exposure: Primary Airport Parcels

The BETA - Hazard Exposure: Primary Airport Parcels dataset was updated on October 16, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The BETA - Hazard Exposure: Primary Airport Parcels dataset shows the exposure of Primary Airports to select natural hazards. The dataset combines hazard data from FEMA, USGS, NOAA, and USDA with the "U.S. Airport Areas" geospatial layer maintained by the Environmental Systems Research Institute, Inc. (ESRI). Primary Airports are defined by the Federal Aviation Administration (FAA) as commercial service airports with more than 10,000 annual enplanements and specified in the current National Plan of Integrated Airport Systems (NPIAS). Hazard data include estimates of annualized frequency of Coastal Flooding, Cold Wave, Drought, Hail, Hurricane, Heat Wave, Ice Storm, Lightning, Strong Wind, Tornado, and Winter Weather from the FEMA National Risk Index. Landslide Index and Sinkhole Susceptibility derive from USGS models. USDA Burn Probability data underlie estimates of wildfire exposure. NOAA SLOSH models estimate storm surge inundation from hurricanes. The data set covers all 50 states of the United States, the District of Columbia, the US Virgin Islands, and Puerto Rico. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/65n5-j580

Tags: airport, airports, atlas, aviation, balloonport, beta, coastal flooding, cold wave, database, drought, environment, exposure, flooding, floodplain, gliderport, hail, hazard, heat wave, heliport, hurricane, ice storm, landslide, lightning, national, national transportation atlas database, ntad, point, primary, puerto rico, risk, riverine flooding, seaplane base, sinkhole, storm, storm surge, strong wind, structures, tornado, transportation, ultralight, united states, us virgin islands, usa, vector, wildfire, winter weather
Organization: Department of Transportation
NAIP 2009 CIR 1m California

<span><p><span><span><span><span><span>Color infrared (CIR) representation of NAIP 2009 aerial imagery. Band1=NearIR, Band2=R, Band3=G.</span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></span>

Tags: 2009, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, naip, naipcdfw, usda
Organization: State of California
BETA - Hazard Exposure: National Highway System

The BETA - Hazard Exposure: National Highway System dataset was updated on October 16, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The BETA - Hazard Exposure: National Highway System dataset shows the exposure of North America's roadway system to select natural hazards. The dataset combines hazard data from FEMA, USGS, NOAA, and USDA with information for the National Highway System (NHS) dataset -- comprising roadways important to the nation's economy, defense, and mobility -- from the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). Hazard data include estimates of annualized frequency of Coastal Flooding, Cold Wave, Drought, Hail, Hurricane, Heat Wave, Ice Storm, Lightning, Strong Wind, Tornado, and Winter Weather from the FEMA National Risk Index. Landslide Index and Sinkhole Susceptibility derive from USGS models. USDA Burn Probability data underlie estimates of wildfire exposure. NOAA SLOSH models estimate storm surge inundation from hurricanes. The data set covers all 50 states of the United States, the District of Columbia, and Puerto Rico. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/3psn-b298

Tags: atlas, beta, coastal flooding, cold wave, database, drought, environment, exposure, flooding, floodplain, hail, hazard, heat wave, hurricane, ice storm, landslide, lightning, line, national, national transportation atlas database, ntad, puerto rico, risk, riverine flooding, road, sinkhole, storm, storm surge, strong wind, tornado, transportation, united states, usa, vector, wildfire, winter weather
Organization: Department of Transportation