CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013

Description

This data set provides estimates of above-ground biomass (AGB), canopy height, and percent tree cover at 30-m spatial resolution for Sonoma County, California, USA, for the nominal year 2013. Biomass estimates, megagrams of biomass per hectare (Mg/ha) were generated using a combination of LiDAR data, field plot measurements, and random forest modeling approaches. Estimates of AGB uncertainty are also provided. Maximum canopy height and tree cover were derived from LiDAR data and high-resolution National Agriculture Imagery Program (NAIP) images.

Resources

Name Format Description Link
21 Search results for publications that cite this dataset by its DOI. https://scholar.google.com/scholar?q=10.3334%2FORNLDAAC%2F1523
21 This link allows direct data access via Earthdata login https://daac.ornl.gov/cms/CMS_LiDAR_Biomass_CanHt_Sonoma/
21 Data set Landing Page DOI URL https://doi.org/10.3334/ORNLDAAC/1523
34 Browse Image https://daac.ornl.gov/graphics/browse/sdat-tds/1523_1_fit.png
21 Web Coverage Service for this collection. https://webmap.ornl.gov/wcsdown/dataset.jsp?ds_id=1523
21 ORNL DAAC Data Set Documentation https://daac.ornl.gov/CMS/guides/CMS_LiDAR_Biomass_CanHt_Sonoma.html
33 Data Set Documentation https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_LiDAR_Biomass_CanHt_Sonoma/comp/CMS_LiDAR_Biomass_CanHt_Sonoma.pdf
34 Data Set Documentation https://data.ornldaac.earthdata.nasa.gov/public/cms/CMS_LiDAR_Biomass_CanHt_Sonoma/comp/CMS_LiDAR_Biomass_CanHt_Sonoma_Fig1.png

Tags

  • biosphere
  • vegetation
  • earth-science

Topics

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