Forest Aboveground Biomass for Maine, 2023

Description

This dataset holds estimates of forest aboveground biomass (AGB) for Maine, USA, in 2023. AGB was estimated using airborne LiDAR data from the USGS 3DEP project and a deep learning convolutional neural network (CNN) model. The airborne LiDAR datasets used in this mapping were collected in different years. The CNN model was calibrated using plot-level forest inventory data with precise location measurements and spectral indices derived from multiple remote sensing products. Stand-level biomass succession models, developed from the USDA Forest Service Forest Inventory and Analysis (FIA) data, were applied to project biomass estimates to the year 2023 with 10-m spatial resolution. The data are provided in GeoTIFF format.

Resources

Name Format Description Link
5 https://search.earthdata.nasa.gov%2Fsearch%3Fq%3DMaine_Forest_Biomass_Map_2435%26ac%3Dtrue
5 https://daac.ornl.gov%2FCMS%2Fguides%2FMaine_Forest_Biomass_Map.html
5 https://doi.org%2F10.3334%2FORNLDAAC%2F2435
5 https://data.ornldaac.earthdata.nasa.gov%2Fprotected%2Fbundle%2FMaine_Forest_Biomass_Map_2435.zip
5 https://daac.ornl.gov%2FCMS%2Fguides%2FMaine_Forest_Biomass_Map_Fig1.png
5 https://data.ornldaac.earthdata.nasa.gov%2Fpublic%2Fcms%2FMaine_Forest_Biomass_Map%2Fcomp%2FMaine_Forest_Biomass_Map.pdf
5 https://search.earthdata.nasa.gov/search?q=Maine_Forest_Biomass_Map_2435&ac=true
21 https://doi.org/10.3334/ORNLDAAC/2435
57 Maine_Forest_Biomass_Map_2435.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/Maine_Forest_Biomass_Map_2435.zip
34 Maine_Forest_Biomass_Map_Fig1.png https://daac.ornl.gov/CMS/guides/Maine_Forest_Biomass_Map_Fig1.png
33 Maine_Forest_Biomass_Map.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/Maine_Forest_Biomass_Map/comp/Maine_Forest_Biomass_Map.pdf
5 https://asdc.larc.nasa.gov/project/FIRE
5 https://search.earthdata.nasa.gov/search/granules?p=C1000001160-LARC_ASDC
33 base_fire_ci2_citatn_dataset.pdf https://asdc.larc.nasa.gov/documents/fire/guide/base_fire_ci2_citatn_dataset.pdf
5 readme_fire_ci2_citatn_1hz.ps https://asdc.larc.nasa.gov/documents/fire/readme/readme_fire_ci2_citatn_1hz.ps
5 https://asdc.larc.nasa.gov/documents/fire/read_software/fci2_lib.c
5 https://asdc.larc.nasa.gov/documents/fire/read_software/fci2_sw.c
5 https://asdc.larc.nasa.gov/documents/fire/read_software/fci2_sw.h
5 https://asdc.larc.nasa.gov/documents/fire/read_software/genpro.c
5 Makefile.fci2 https://asdc.larc.nasa.gov/documents/fire/read_software/Makefile.fci2
21 https://doi.org/10.5067/ASDC_DAAC/FIRE/0087
5 https://asdc.larc.nasa.gov/citing-data
33 fire_project.pdf https://asdc.larc.nasa.gov/documents/fire/guide/fire_project.pdf
5 FIRE_II-Cirrus.tar https://asdc.larc.nasa.gov/documents/fire/FIRE_II-Cirrus.tar
5 FIRE_I-Cirrus.tar https://asdc.larc.nasa.gov/documents/fire/FIRE_I-Cirrus.tar
5 FIRE_I-Extended-Time-Observation.tar https://asdc.larc.nasa.gov/documents/fire/FIRE_I-Extended-Time-Observation.tar
5 FIRE_II-ASTEX.tar https://asdc.larc.nasa.gov/documents/fire/FIRE_II-ASTEX.tar
5 FIRE_III.tar https://asdc.larc.nasa.gov/documents/fire/FIRE_III.tar
33 mission_summaries.pdf https://asdc.larc.nasa.gov/documents/fire/fire2_cirrus/mission_summaries.pdf
5 https://asdc.larc.nasa.gov/data/FIRE/FIRE_CI2_CITATN_1HZ/
21 contents.html https://opendap.larc.nasa.gov/opendap/FIRE/FIRE_CI2_CITATN_1HZ/contents.html
5 https://search.earthdata.nasa.gov/search?q=Maine_Forest_Biomass_Map_2435&ac=true
21 https://doi.org/10.3334/ORNLDAAC/2435
57 Maine_Forest_Biomass_Map_2435.zip https://data.ornldaac.earthdata.nasa.gov/protected/bundle/Maine_Forest_Biomass_Map_2435.zip
34 Maine_Forest_Biomass_Map_Fig1.png https://daac.ornl.gov/CMS/guides/Maine_Forest_Biomass_Map_Fig1.png
33 Maine_Forest_Biomass_Map.pdf https://data.ornldaac.earthdata.nasa.gov/public/cms/Maine_Forest_Biomass_Map/comp/Maine_Forest_Biomass_Map.pdf
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C3566308239-ORNL_CLOUD.iso19115

Tags

  • earth-science-ecosystems-biosphere-terrestrial-ecosystems-forests
  • earth-science-vegetation-biosphere-biomass

Topics

Categories