Overview
| DOI | https://doi.org/10.3334/ORNLDAAC/1513 |
|---|---|
| Version | 1 |
| Project | |
| Published | 2017-09-27 |
| Usage | 991 downloads |
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%).
Science Keywords
- BIOSPHERE
- ECOSYSTEMS
- TERRESTRIAL ECOSYSTEMS
- WETLANDS
- LAND SURFACE
- LAND USE/LAND COVER
- LAND USE/LAND COVER CLASSIFICATION
Data Use and Citation
This dataset is openly shared, without restriction, in accordance with the NASA Earthdata Data Use Guidance.
Data Files
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Companion Files
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Dataset Companion Files
Dataset has 4 companion files.
- landsat_pulsar_scenes_dates.kmz
- peatland_landcover_michigan_up_error.pdf
- NACP_Peatland_Land_Cover_MI.pdf
- NACP_Peatland_Land_Cover_MI_Fig1.png
Visualize and Subset Data
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