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Spatially Autocorrelated Training and Validation Samples Inflate Performance Assessment of Convolutional Neural Networks
Deep learning and particularly Convolutional Neural Networks (CNN) in concert with remote sensing are becoming standard analytical …
Felix Schiefer
,
Julian Frey
,
Hannes Feilhauer
,
Miguel D. Mahecha
,
Carsten F. Dormann
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DOI
Solar Photovoltaic Module Detection Using Laboratory and Airborne Imaging Spectroscopy Data
Over the past decades, solar panels have been widely used to harvest solar energy owing to the decreased cost of silicon-based …
Chaonan Ji
,
Martin Bachmann
,
Thomas Esch
,
Hannes Feilhauer
,
Uta Heiden
,
Wieke Heldens
,
Andreas Hueni
,
Tobia Lakes
,
Annekatrin Metz-Marconcini
,
Marion Schroedter-Homscheidt
,
Susanne Weyand
,
Julian Zeidler
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DOI
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