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 |
|---|---|---|---|
| Get a related visualization | PNG | Browse Image | Open resource |
| View documentation related to this dataset | HTML | ORNL DAAC Data Set Documentation | Open resource |
| Download this dataset | HTML | This link allows direct data access via Earthdata login | Open resource |
| View documentation related to this dataset | KML | landsat_pulsar_scenes_dates.kmz | Open resource |
| View documentation related to this dataset | PNG | NACP_Peatland_Land_Cover_MI_Fig1.png | Open resource |
| View documentation related to this dataset | NACP_Peatland_Land_Cover_MI.pdf | Open resource | |
| View documentation related to this dataset | peatland_landcover_michigan_up_error.pdf | Open resource | |
| This dataset's landing page | HTML | Data set Landing Page DOI URL | Open resource |
| Google Scholar search results | HTML | Search results for publications that cite this dataset by its DOI. | Open resource |
| Use Web Coverage Service (WCS) to download the dataset's data | HTML | Web Coverage Service for this collection. | Open resource |