Iterative mapping of probabilities: A data fusion framework for generating accurate land cover maps that match area statistics

Providing land cover estimates with both correct pixel-level class predictions and regional class area estimates is important for many monitoring and accounting purposes but rarely achieved by current land monitoring efforts. We propose a framework that uses class probabilities predicted by machine...

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Bibliographic Details
Main Authors: Martijn Witjes, Martin Herold, Sytze de Bruin
Format: Article
Language:English
Published: Elsevier 2024-07-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843224002863