6 citations · 10 across the 3 of their papers we have counts for
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Leveraging Activation Maximization and Generative Adversarial Training to Recognize and Explain Patterns in Natural Areas in Satellite Imagery
Ahmed Emam, Timo T. Stomberg, Ribana Roscher
Natural protected areas are vital for biodiversity, climate change mitigation, and supporting ecological processes. Despite their significance, comprehensive mapping is hindered by…
MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature Wild
Burak Ekim, Timo T. Stomberg, Ribana Roscher +1
Antrophonegic pressure (i.e. human influence) on the environment is one of the largest causes of the loss of biological diversity. Wilderness areas, in contrast, are home to undist…
Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery
Timo T. Stomberg, Taylor Stone, Johannes Leonhardt +2
Wilderness areas offer important ecological and social benefits and there are urgent reasons to discover where their positive characteristics and ecological functions are present a…