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Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada

Resource

Authors
Evan DeLancey
John Simms
Masoud Mahdianpari
Brian Brisco
Craig Mahoney
Jahan Kariyeva
Organization
Alberta Biodiversity Monitoring Institute (ABMI)
Memorial University of Newfoundland
Natural Resources Canada (NRCan)
Government of Alberta (GoA)
Resource Date:
2019
Developed two wetland inventory style products for a large (397,958 km2) area in the Boreal Forest region of Alberta, Canada, using Sentinel-1, Sentinel-2, and ALOS DEM data

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Wetland mapping graphic
Wetland Knowledge