LiDAR Derived Biomass, Canopy Height and Cover for Tri-State (MD, PA, DE) Region, V2

Description

This dataset provides 30-meter gridded estimates of aboveground biomass (AGB), forest canopy height, and canopy coverage for Maryland, Pennsylvania, and Delaware in 2011. Leaf-off LiDAR data were combined with high-resolution leaf-on agricultural imagery in a model-based stratification that was used to select 848 sampling sites for AGB estimation. Field-based estimates were then related to LiDAR height and volume metrics through random forest regression models across three physiographic regions. Spatial errors were estimated at the pixel level using standard prediction intervals to assess the accuracy of the modeling approach. Estimates of biomass were further validated against the permanent network of FIA plots and compared with existing coarse resolution national biomass maps.

Resources

Name Format Description Link
34 CMS_LiDAR_Biomass_MD_PA_DE_Fig1.png https://daac.ornl.gov/CMS/guides/CMS_LiDAR_Biomass_MD_PA_DE_Fig1.png
5 https://search.earthdata.nasa.gov%2Fsearch%3Fq%3DCMS_LiDAR_Biomass_MD_PA_DE_1538%26ac%3Dtrue
5 https://daac.ornl.gov%2FCMS%2Fguides%2FCMS_LiDAR_Biomass_MD_PA_DE.html
5 https://doi.org%2F10.3334%2FORNLDAAC%2F1538
5 https://data.ornldaac.earthdata.nasa.gov%2Fprotected%2Fbundle%2FCMS_LiDAR_Biomass_MD_PA_DE_1538.zip
5 https://daac.ornl.gov%2FCMS%2Fguides%2FCMS_LiDAR_Biomass_MD_PA_DE_Fig1.png
5 https://data.ornldaac.earthdata.nasa.gov%2Fpublic%2Fcms%2FCMS_LiDAR_Biomass_MD_PA_DE%2Fcomp%2FCMS_LiDAR_Biomass_MD_PA_DE.pdf
5 https://webmap.ornl.gov%2Fwcsdown%2Fdataset.jsp%3Fds_id%3D1538
5 https://search.earthdata.nasa.gov/search?q=CMS_LiDAR_Biomass_MD_PA_DE_1538&ac=true
21 https://doi.org/10.3334/ORNLDAAC/1538
57 CMS_LiDAR_Biomass_MD_PA_DE_1538.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/CMS_LiDAR_Biomass_MD_PA_DE_1538.zip
33 CMS_LiDAR_Biomass_MD_PA_DE.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_LiDAR_Biomass_MD_PA_DE/comp/CMS_LiDAR_Biomass_MD_PA_DE.pdf
5 https://search.earthdata.nasa.gov/search?q=CMS_LiDAR_Biomass_MD_PA_DE_1538&ac=true
21 https://doi.org/10.3334/ORNLDAAC/1538
57 CMS_LiDAR_Biomass_MD_PA_DE_1538.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/CMS_LiDAR_Biomass_MD_PA_DE_1538.zip
34 CMS_LiDAR_Biomass_MD_PA_DE_Fig1.png https://daac.ornl.gov/CMS/guides/CMS_LiDAR_Biomass_MD_PA_DE_Fig1.png
33 CMS_LiDAR_Biomass_MD_PA_DE.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_LiDAR_Biomass_MD_PA_DE/comp/CMS_LiDAR_Biomass_MD_PA_DE.pdf
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C2398117778-ORNL_CLOUD.iso19115

Tags

  • earth-science-vegetation-biosphere-canopy-characteristics
  • earth-science-vegetation-biosphere-vegetation-cover
  • earth-science-vegetation-biosphere-biomass

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