gov.noaa.nodc:0243071 eng utf8 dataset NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NOAA Contact Information Information for contacts at NCEI. information custodian 2025-05-16T15:47:53Z ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) Wetland classification model developed with remotely sensed imagery obtained from the Sentinel-1 and -2 satellites and digitized species distribution maps for southwest Florida, coastal Gulf of Mexico, from 2010 to 2018 (NCEI Accession 0243071) 2021-11-19 publication 2021-11-10 creation NOAA National Centers for Environmental Information gov.noaa.nodc:0243071 NCEI Archive Management System 0243071 NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NCEI Contact Information Information for contacts at NCEI. information publisher Kevin J. Buffington United States Geological Survey (USGS) kbuffington@usgs.gov https://www.usgs.gov/ HTTPS United States Geological Survey (USGS) website Institution web page information resourceProvider United States Geological Survey (USGS) https://www.usgs.gov/ HTTPS United States Geological Survey (USGS) website Institution web page information resourceProvider Kevin J. Buffington United States Geological Survey (USGS) kbuffington@usgs.gov https://www.usgs.gov/ HTTPS website Institution web page information pointOfContact Buffington, Kevin United States Geological Survey (USGS) kbuffington@usgs.gov https://www.usgs.gov/ HTTPS website Institution web page information author Barry, Michael author Thorne, Karen author NOAA National Centers for Coastal Ocean Science (NCCOS) https://coastalscience.noaa.gov/ HTTPS NOAA National Centers for Coastal Ocean Science (NCCOS) website Institution web page information contributor NOAA Center for Operational Oceanographic Products and Services (CO-OPS) https://tidesandcurrents.noaa.gov/ HTTPS NOAA Center for Operational Oceanographic Products and Services (CO-OPS) website Institution web page information contributor United States Geological Survey (USGS) https://www.usgs.gov/ HTTPS United States Geological Survey (USGS) website Institution web page information contributor NOAA National Ocean Service (NOS) contributor tableDigital A hierarchical vegetation classification model (10 m resolution) was developed for southwest Florida wetlands using a fusion of multispectral and synthetic aperture radar (SAR) remotely sensed imagery. Sentinel-1 and 2 imagery were obtained from Dec 2015-Sept 2017, split into wet and dry seasons, and processed for a range of vegetation and multi-temporal indices for a total of 26 predictor layers. Training datasets included polygons developed from field surveys and high resolution imagery collected from 2010 - 2018. The domain was first split into estuarine and interior wetlands, then an open water, forest, or grassland model (high level) was developed for each wetland type. Finally, classification model that included species and community-level classes (fine level) was created. Mean overall accuracy was 0.90 and 0.80 for the high and low level models, respectively. This dataset is available to the public for a wide variety of uses including scientific research and analysis. Funding Agency: US DOC; NOAA; NOS; Center for Operational Oceanographic Products and Services (CO-OPS) completed historicalArchive NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NCEI Contact Information Information for contacts at NCEI. information pointOfContact asNeeded https://www.ncei.noaa.gov/access/metadata/landing-page/bin/gfx?id=gov.noaa.nodc:0243071 Preview graphic PNG 0243071 NCEI ACCESSION NUMBER 2021-11-01 publication PLANT COVER REMOTE SENSING REFLECTANCE SEA LEVEL theme NODC DATA TYPES THESAURUS satellite sensor - general instrument NODC INSTRUMENT TYPES THESAURUS GIS product model output survey - biological theme NODC OBSERVATION TYPES THESAURUS NOAA Center for Operational Oceanographic Products and Services NOAA National Centers for Coastal Ocean Science NOAA National Ocean Service United States Geological Survey dataCentre NODC COLLECTING INSTITUTION NAMES THESAURUS United States Geological Survey dataCentre NODC SUBMITTING INSTITUTION NAMES THESAURUS Coastal Waters of Florida Coastal Waters of Gulf of Mexico Gulf of Mexico place NODC SEA AREA NAMES THESAURUS oceanography theme WMO_CategoryCode 2012-09-15 publication DOC/NOAA/NOS > National Ocean Service, NOAA, U.S. Department of Commerce DOC/NOAA/NOS/CO-OPS > Center for Operational Oceanographic Products and Services, National Ocean Service, NOAA, U.S. Department of Commerce DOC/NOAA/NOS/NCCOS > National Centers for Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department of Commerce DOI/USGS > U.S. Geological Survey, U.S. Department of the Interior dataCentre Global Change Master Directory (GCMD) Data Center Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords information custodian NOAA Effects of Sea Level Rise Program (ESLR) project Provider Keywords EARTH SCIENCE > OCEANS > OCEAN OPTICS > REFLECTANCE theme Global Change Master Directory (GCMD) Science Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. 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URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords information custodian Florida Vegetation blackrush cordgrass cypress estuary forest grasslands hammock mangrove marsh palm pine saltgrass sea level rise swamp wetland theme Provider Keywords Sentinel satellite radar instrument Provider Instruments OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF AMERICA OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF MEXICO place Global Change Master Directory (GCMD) Location Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords information custodian N5HRNP Send2NCEI Submission Package ID accessLevel: Public otherRestrictions Cite as: Buffington, Kevin; Barry, Michael; Thorne, Karen (2021). Wetland classification model developed with remotely sensed imagery obtained from the Sentinel-1 and -2 satellites and digitized species distribution maps for southwest Florida, coastal Gulf of Mexico, from 2010 to 2018 (NCEI Accession 0243071). [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/0243071. Accessed [date]. Distribution liability: NOAA and NCEI make no warranty, expressed or implied, regarding these data, nor does the fact of distribution constitute such a warranty. NOAA and NCEI cannot assume liability for any damages caused by any errors or omissions in these data. If appropriate, NCEI can only certify that the data it distributes are an authentic copy of the records that were accepted for inclusion in the NCEI archives. otherRestrictions Use liability: NOAA and NCEI cannot provide any warranty as to the accuracy, reliability, or completeness of furnished data. Users assume responsibility to determine the usability of these data. The user is responsible for the results of any application of this data for other than its intended purpose. eng; USA utf8 environment oceans imageryBaseMapsEarthCover biota -82.3 -80.4 25.6 26.7 2010-01-01 2018-01-01 NOAA National Centers for Environmental Information +1-301-713-3277 ncei.info@noaa.gov pointOfContact In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media. Contact NCEI for other distribution options and instructions. Originator data format 23.352 https://www.ncei.noaa.gov/archive/accession/0243071 HTTPS Web browser NCEI Dataset Landing Page Navigate directly to the URL for a descriptive web page with download links. information https://www.ncei.noaa.gov/archive/accession/oas/243071 HTTPS Web browser Descriptive Information Navigate directly to the URL for a descriptive web page with download links. information https://www.ncei.noaa.gov/archive/accession/download/243071 HTTPS Web browser HTTPS Navigate directly to the URL for data access and direct download. download ftp://ftp-oceans.ncei.noaa.gov/nodc/archive/arc0189/0243071/ FTP Any FTP client FTP These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). download dataset NCEI Accession 0243071 v1.1 was published. 2021-11-19T14:36:15Z NCEI Accession 0243071 v1.1 publication https://www.ncei.noaa.gov/archive/accession/0243071/1.1 HTTPS NCEI Accession 0243071 v1.1 published 2021-11-19T14:36:15Z download dataset Parameter or Variable: Vegetation (calculated); Units: Classification; Observation Category: model output; Sampling Instrument: NA asNeeded Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness. NOAA National Centers for Environmental Information custodian satellite sensor - general satellite sensor - general A generic class used for unknown satellite sensor type, or datasets consisting of blended, merged, or otherwise mixed observations from multiple satellite sensor types