Global Mangrove Loss Extent, Land Cover Change, and Loss Drivers, 2000-2016

Description

This dataset provides estimates of the extent of mangrove loss, land cover change, and its anthropogenic or climatic drivers in three time periods: 2000-2005, 2005-2010, and 2010-2016. Landsat-based Normalized Difference Vegetation Index (NDVI) anomalies were used to determine loss extent in each period. The drivers of mangrove loss were determined by examining land cover changes using a random forest machine learning technique that considered change from mangrove to wet soil, dry soil, and water at each loss pixel. A series of decision trees used several global-scale land-use datasets to identify the ultimate driver of the mangrove loss. Loss drivers include commodity production (agriculture, aquaculture), settlement, erosion, extreme climatic events, and non-productive conversion. Maps of loss extent per period, mangrove land cover changes, and loss drivers are provided for each of 39 mangrove holding nations.

Resources

Name Format Description Link
5 https://search.earthdata.nasa.gov%2Fsearch%3Fq%3DCMS_Global_Mangrove_Loss_1768%26ac%3Dtrue
5 https://daac.ornl.gov%2FCMS%2Fguides%2FCMS_Global_Mangrove_Loss.html
5 https://data.ornldaac.earthdata.nasa.gov%2Fprotected%2Fbundle%2FCMS_Global_Mangrove_Loss_1768.zip
5 https://daac.ornl.gov%2FCMS%2Fguides%2FCMS_Global_Mangrove_Loss_Fig1.jpg
5 https://data.ornldaac.earthdata.nasa.gov%2Fpublic%2Fcms%2FCMS_Global_Mangrove_Loss%2Fcomp%2FMangrove_Loss_Driver_ErrorMatrix.pdf
5 https://doi.org%2F10.3334%2FORNLDAAC%2F1768
5 https://data.ornldaac.earthdata.nasa.gov%2Fpublic%2Fcms%2FCMS_Global_Mangrove_Loss%2Fcomp%2FCMS_Global_Mangrove_Loss.pdf
5 https://search.earthdata.nasa.gov/search?q=CMS_Global_Mangrove_Loss_1768&ac=true
21 https://doi.org/10.3334/ORNLDAAC/1768
57 CMS_Global_Mangrove_Loss_1768.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/CMS_Global_Mangrove_Loss_1768.zip
33 CMS_Global_Mangrove_Loss.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_Global_Mangrove_Loss/comp/CMS_Global_Mangrove_Loss.pdf
33 Mangrove_Loss_Driver_ErrorMatrix.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_Global_Mangrove_Loss/comp/Mangrove_Loss_Driver_ErrorMatrix.pdf
22 CMS_Global_Mangrove_Loss_Fig1.jpg https://daac.ornl.gov/CMS/guides/CMS_Global_Mangrove_Loss_Fig1.jpg
5 https://search.earthdata.nasa.gov/search?q=CMS_Global_Mangrove_Loss_1768&ac=true
21 https://doi.org/10.3334/ORNLDAAC/1768
57 CMS_Global_Mangrove_Loss_1768.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/CMS_Global_Mangrove_Loss_1768.zip
22 CMS_Global_Mangrove_Loss_Fig1.jpg https://daac.ornl.gov/CMS/guides/CMS_Global_Mangrove_Loss_Fig1.jpg
33 Mangrove_Loss_Driver_ErrorMatrix.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_Global_Mangrove_Loss/comp/Mangrove_Loss_Driver_ErrorMatrix.pdf
33 CMS_Global_Mangrove_Loss.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_Global_Mangrove_Loss/comp/CMS_Global_Mangrove_Loss.pdf
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C2389103604-ORNL_CLOUD.iso19115

Tags

  • earth-science-ecosystems-biosphere-anthropogenic-human-influenced-ecosystems
  • earth-science-erosion-sedimentation-land-surface-erosion
  • earth-science-vegetation-biosphere-vegetation-cover
  • earth-science-ecosystems-biosphere-marine-ecosystems-coastal
  • earth-science-coastal-processes-oceans-mangroves
  • earth-science-coastal-processes-oceans-erosion
  • earth-science-ecosystems-biosphere-marine-ecosystems-estuary
  • earth-science-land-use-land-cover-land-surface-land-resources
  • earth-science-vegetation-biosphere-vegetation-index-normalized-difference-vegetation-index-ndvi

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