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Using Advanced Mapping to Measure Changes in Mangrove and Seagrass Habitat over Time - NERRS/NSC(NERRS Science Collaborative)

Metadata Updated: April 15, 2025

This project evaluated ecosystem damage and recovery by developing a time series of habitat maps for the Rookery Bay National Estuarine Research Reserve. Habitat maps were created based on WorldView-2 and Landsat-8 satellite imagery from 2010-2018 using an automated technique and validated with a field campaign. Landsat images were mapped using the Support Vector Machine machine learning method in ENVI, and WorldView images were mapped using a preliminary version of the SOALCHI decision tree algorithm. Habitats mapped include healthy mangrove, degraded mangrove, marsh, upland vegetation, soil, and water. Habitat change maps document the damage caused by Hurricane Irma in September of 2017 as it made landfall in the reserve as a Category 4 storm. Project outputs include field-survey results with GPS points, a baseline habitat map, annual habitat seasons for 2016-2018, and habitat change assessments. Outcomes include the development of new research collaborations, quantitative characterization of reserve habitat change, improved understanding of critical habitat change dynamics, and assessment of chronic and extreme-event disturbance and recovery.

Access & Use Information

License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

Downloads & Resources

Dates

Metadata Date April 7, 2025
Metadata Created Date October 31, 2024
Metadata Updated Date April 15, 2025
Reference Date(s) (publication)
Frequency Of Update notPlanned

Metadata Source

Harvested from NOS OCM

Additional Metadata

Resource Type Dataset
Metadata Date April 7, 2025
Metadata Created Date October 31, 2024
Metadata Updated Date April 15, 2025
Reference Date(s) (publication)
Responsible Party Office for Coastal Management (Resource Provider); (Point of Contact)
Contact Email
Guid gov.noaa.nmfs.inport:54589
Access Constraints Cite As: Office for Coastal Management, [Date of Access]: Using Advanced Mapping to Measure Changes in Mangrove and Seagrass Habitat over Time - NERRS/NSC(NERRS Science Collaborative) [Data Date Range], https://www.fisheries.noaa.gov/inport/item/54589., Access Constraints: None, Use Constraints: Cite this dataset when used as a source: NOAA retains the right to analyze, synthesize and publish summaries of the NERRS/NSC data. The NERRS/NSC retains the right to be fully credited for having collected and process the data. Following academic courtesy standards, the NERR site where the data were collected should be contacted and fully acknowledged in any subsequent publications in which any part of the data are used. The data enclosed within this package/transmission are only as accurate as the quality assurance and quality control procedures that are described in the associated metadata reporting statement allow. The user bears all responsibility for its subsequent use/misuse in any further analyses or comparisons. The Federal government does not assume liability to the Recipient or third persons, nor will the Federal government reimburse or indemnify the Recipient for its liability due to any losses resulting in any way from the use of this data. Requested citation format: NOAA National Estuarine Research Reserve System (NERRS) Science Collaborative(NSC)., Distribution Liability: The distributor does not assume liability.
Bbox East Long -81.5500330925
Bbox North Lat 26.095638259
Bbox South Lat 25.81843574306
Bbox West Long -81.80203199387
Coupled Resource
Frequency Of Update notPlanned
Harvest Object Id 88158408-2ae4-4931-b045-825b28569394
Harvest Source Id c0121fd9-df15-4168-ac04-42f6e36a794d
Harvest Source Title NOS OCM
Licence NOAA provides no warranty, nor accepts any liability occurring from any incomplete, incorrect, or misleading data, or from any incorrect, incomplete, or misleading use of the data. It is the responsibility of the user to determine whether or not the data is suitable for the intended purpose.
Lineage
Metadata Language eng
Metadata Type geospatial
Old Spatial {"type": "Polygon", "coordinates": [[[-81.80203199387, 25.81843574306], [-81.5500330925, 25.81843574306], [-81.5500330925, 26.095638259], [-81.80203199387, 26.095638259], [-81.80203199387, 25.81843574306]]]}
Progress completed
Spatial Data Service Type
Spatial Reference System
Spatial Harvester True
Temporal Extent Begin 2018-09-01
Temporal Extent End 2019-11-30

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