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Large-scale probabilistic identification of boreal peatlands using Google Earth Engine, open-access satellite data, and machine learning
Published: June 17, 2019
Author:
DeLancey ER
,
Kariyeva J
,
Bried J
,
Hird J
Freely available high resolution satellite imagery has made frequent, large-scale landcover mapping a reality. This publication uses Google Earth Engine, a fusion of satellite data, and machine learning to map peatland probability across the boreal region of Alberta. Results are promising in terms of accuracy and reproducibility.
