Felix Schiefer

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Publications

Citations

2.5K

H-Index

Active since

2018

Affiliations

Karlsruhe Institute of Technology(Current)

Leipzig University

University of Freiburg

Landesanstalt für Umwelt Baden-Württemberg

Freie Universität Berlin

Felix Schiefer is an author at Karlsruhe Institute of Technology specializing in remote sensing, vegetation monitoring, and convolutional neural networks.

ORCID

Publications per year

2018–2024

Publications

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

Teja Kattenborn, Jens Leitloff, Felix Schiefer et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 1.7K citations · Full text

Natural Sciences, Earth Sciences, Ecology +14

Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

Felix Schiefer, Teja Kattenborn, Annett Frick et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 359 citations · Full text

Natural Resources, Forestry, Computer Vision +12

Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks

Teja Kattenborn, Felix Schiefer, Julian Frey et al. · ISPRS Open Journal of Photogrammetry and Remote Sensing · 2022 · 125 citations · Full text

Computing, Geoinformatics, Remote Sensing +14

The retrieval of plant functional traits from canopy spectra through RTM-inversions and statistical models are both critically affected by plant phenology

Felix Schiefer, Sebastian Schmidtlein, Teja Kattenborn · Ecological Indicators · 2020 · 67 citations · Full text

Agriculture, Plant Biology, Plant Sciences +17

Advantages of retrieving pigment content [μg/cm2] versus concentration [%] from canopy reflectance

Teja Kattenborn, Felix Schiefer, Pablo J. Zarco‐Tejada et al. · Remote Sensing of Environment · 2019 · 66 citations · Full text

Life Sciences, Ecology, Environmental Sciences +10

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