RSC4Earth
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Remote Sensing in Geo- and Ecosystem Research
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Remote Sensing Department at the UFZ
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Data
Spatial Autocorrelation
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 …
Teja Kattenborn
,
Felix Schiefer
,
Julian Frey
,
Hannes Feilhauer
,
Miguel D. Mahecha
,
Carsten F. Dormann
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DOI
Effects of Species and Habitat Positional Errors on the Performance and Interpretation of Species Distribution Models
Abstract Aimenspace A key assumption in species distribution modelling is that both species and environmental data layers contain no …
Patrick E. Osborne
,
Pedro J. Leitão
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DOI
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