Marsik, Matthew; Staub, Caroline; Kleindl, William; Fu, Chiung-Shiuan; Hall, Jaclyn; Yang, Di; Stevens, Forrest R; Binford, Michael (2017): Regional-Scale Forest Management Maps for the Continental United States [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.880304, Supplement to: Marsik, M et al. (2018): Regional-Scale Forest Management Maps for the Continental United States. Scientific Data, 5, 180165, https://doi.org/10.1038/sdata.2018.165
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Abstract:
One main challenge in environmental and ecological research is to map land use, the human intent to modify the earth's cover, using satellite data. We have mapped forest management, a land use, in the southeastern and northwestern United States, 1.5 million square kilometers, at high spatial. This is a novel study using spectral time series analysis, expert derived training data and a random forest classifier to map forest management, calculate probability and uncertainty of class membership.
Coverage:
Median Latitude: 37.950000 * Median Longitude: -102.300000 * South-bound Latitude: 27.700000 * West-bound Longitude: -123.800000 * North-bound Latitude: 48.200000 * East-bound Longitude: -80.800000
Event(s):
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | File content | Content | Marsik, Matthew | |||
| 2 | File name | File name | Marsik, Matthew | |||
| 3 | File format | File format | Marsik, Matthew | |||
| 4 | File size | File size | kByte | Marsik, Matthew | ||
| 5 | Uniform resource locator/link to file | URL file | Marsik, Matthew |
License:
Creative Commons Attribution 3.0 Unported (CC-BY-3.0)
Size:
25 data points
Data
| 1 Content | 2 File name | 3 File format | 4 File size [kByte] | 5 URL file |
|---|---|---|---|---|
| Management, probability, uncertainty and validation point data for the Pacific Northwest region of the United States | Mgmt_Map_1of3 | ZIP | 73591.301 | Mgmt_Map_1of3.zip |
| Management, probability of ecological and passive management data for the Southeastern region of the United States | Mgmt_Map_2of3 | ZIP | 72366.629 | Mgmt_Map_2of3.zip |
| Probability of preservation and production management, uncertainty and validation point data for the Southeastern region of the United States | Mgmt_Map_3of3 | ZIP | 74376.969 | Mgmt_Map_3of3.zip |
| Spatial covariates for the Southeastern region of the United States | Seus_bfast_stack | ZIP | 615677.820 | Seus_bfast_stack.zip |
| Spatial covariates for the Pacific Northwest region of the United States | Pnw_bfast_stack | ZIP | 272603.863 | Pnw_bfast_stack.zip |