LiDAR and PALSAR-Derived Forest Aboveground Biomass, Paragominas, Para, Brazil, 2012

Description

This dataset provides estimates of forest aboveground biomass for three study areas and the entire Paragominas municipality, in Para, Brazil, in 2012. Aboveground biomass (in megagrams of carbon per hectare) was measured for inventory plots within the study (focal) areas, and then assimilated and modeled with LiDAR and PALSAR metrics using gradient boosting machines (GBM) to predict spatially explicit forest aboveground biomass and uncertainties for the entire focal areas. The PALSAR data across the three focal areas was combined and used in a GBM model to predict forest aboveground biomass across the entire Paragominas municipality.

Resources

Name Format Description Link
5 https://search.earthdata.nasa.gov%2Fsearch%3Fq%3DEstimated_Biomass_Stock_Amazon_1648%26ac%3Dtrue
5 https://daac.ornl.gov%2FCMS%2Fguides%2FEstimated_Biomass_Stock_Amazon.html
5 https://doi.org%2F10.3334%2FORNLDAAC%2F1648
5 https://data.ornldaac.earthdata.nasa.gov%2Fprotected%2Fbundle%2FEstimated_Biomass_Stock_Amazon_1648.zip
5 https://daac.ornl.gov%2FCMS%2Fguides%2FEstimated_Biomass_Stock_Amazon_Fig1.png
5 https://data.ornldaac.earthdata.nasa.gov%2Fpublic%2Fcms%2FEstimated_Biomass_Stock_Amazon%2Fcomp%2FEstimated_Biomass_Stock_Amazon.pdf
5 https://search.earthdata.nasa.gov/search?q=Estimated_Biomass_Stock_Amazon_1648&ac=true
21 https://doi.org/10.3334/ORNLDAAC/1648
57 Estimated_Biomass_Stock_Amazon_1648.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/Estimated_Biomass_Stock_Amazon_1648.zip
34 Estimated_Biomass_Stock_Amazon_Fig1.png https://daac.ornl.gov/CMS/guides/Estimated_Biomass_Stock_Amazon_Fig1.png
33 Estimated_Biomass_Stock_Amazon.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/Estimated_Biomass_Stock_Amazon/comp/Estimated_Biomass_Stock_Amazon.pdf
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C2408633153-ORNL_CLOUD.iso19115
5 https://search.earthdata.nasa.gov/search?q=MASTER_HyspIRI_Summer_2017_1950&ac=true
21 https://doi.org/10.3334/ORNLDAAC/1950
22 MASTER_HyspIRI_Summer_2017_Fig1.jpg https://daac.ornl.gov/MASTER/guides/MASTER_HyspIRI_Summer_2017_Fig1.jpg
33 MASTER_HyspIRI_Summer_2017.pdf https://data.ornldaac.earthdata.nasa.gov/public/master/MASTER_HyspIRI_Summer_2017/comp/MASTER_HyspIRI_Summer_2017.pdf
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C2731664497-ORNL_CLOUD.iso19115

Tags

  • earth-science-lidar-spectral-engineering-lidar-backscatter
  • earth-science-ecosystems-biosphere-terrestrial-ecosystems-forests
  • earth-science-vegetation-biosphere-carbon
  • earth-science-vegetation-biosphere-biomass

Topics

Categories