NACP Peatland Land Cover Map of Upper Peninsula, Michigan, 2007-2011

Description

This dataset provides a land cover map focused on peatland ecosystems in the upper peninsula of Michigan. The map was produced at 12.5-m resolution using a multi-sensor fusion (optical and L-band SAR) approach with imagery from Landsat-5 TM and ALOS PALSAR collected between 2007 and 2011. A random forest classifier trained with polygons delineated from field data and aerial photography was used to determine pixel classes. Accuracy assessment based on field-sampled sites show high overall map accuracy (92%).

Resources

Name Format Description Link
21 Web Coverage Service for this collection. https://webmap.ornl.gov/wcsdown/dataset.jsp?ds_id=1513
34 Browse Image https://daac.ornl.gov/graphics/browse/sdat-tds/1513_1_fit.png
21 Data set Landing Page DOI URL https://doi.org/10.3334/ORNLDAAC/1513
33 peatland_landcover_michigan_up_error.pdf https://data.ornldaac.earthdata.nasa.gov/public/nacp/NACP_Peatland_Land_Cover_MI/comp/peatland_landcover_michigan_up_error.pdf
21 ORNL DAAC Data Set Documentation https://daac.ornl.gov/NACP/guides/NACP_Peatland_Land_Cover_MI.html
33 NACP_Peatland_Land_Cover_MI.pdf https://data.ornldaac.earthdata.nasa.gov/public/nacp/NACP_Peatland_Land_Cover_MI/comp/NACP_Peatland_Land_Cover_MI.pdf
21 Search results for publications that cite this dataset by its DOI. https://scholar.google.com/scholar?q=10.3334%2FORNLDAAC%2F1513
34 NACP_Peatland_Land_Cover_MI_Fig1.png https://data.ornldaac.earthdata.nasa.gov/public/nacp/NACP_Peatland_Land_Cover_MI/comp/NACP_Peatland_Land_Cover_MI_Fig1.png
21 This link allows direct data access via Earthdata login https://daac.ornl.gov/nacp/NACP_Peatland_Land_Cover_MI/
25 landsat_pulsar_scenes_dates.kmz https://data.ornldaac.earthdata.nasa.gov/public/nacp/NACP_Peatland_Land_Cover_MI/comp/landsat_pulsar_scenes_dates.kmz

Tags

  • ecosystems
  • land-use-land-cover
  • land-surface
  • biosphere
  • earth-science

Topics

Categories