Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery

The accurate and comprehensive mapping of land cover has become a central task in modern environmental research, with increasing emphasis on machine learning approaches. However, a clear technical definition of the land cover class is a prerequisite for learning and applying a machine learning model...

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Bibliographic Details
Main Authors: Timo T. Stomberg, Johannes Leonhardt, Immanuel Weber, Ribana Roscher
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1278118/full