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Sebastian Schmidtlein

Institute for Geography and Geoecology

45H-index
147Paper Count
5.5KCitation Count
Published Papers 57
Publication Date
Field spectroscopy and machine learning successfully predict grassland forage quality and quantity across climate zones
err2025-09-11
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errOAAI
errFlorian A. Männer; Javier Muro; Olena Dubovyk; Jessica Ferner; Reginald Tang Guuroh; Nichola M. Knox; Sebastian Schmidtlein; Anja Linstädter
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Predicting woody species assemblages using ecophylogenetics and Earth observation data
err2025-05-28
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errOAAI
errWellenbeck, Alexander; Hein, Nils; Tarkhnishvili, David; Misof, Bernhard; Schmidtlein, Sebastian; Janiashvili, Zurab; Dzadzamia, Lasha; Feilhauer, Hannes
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Large-scale remote sensing reveals that tree mortality in Germany appears to be greater than previously expected
err2024-12-21
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errOAAI
errSchiefer, Felix; Schmidtlein, Sebastian; Hartmann, Henrik; Schnabel, Florian; Kattenborn, Teja
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CNN-based transfer learning for forest aboveground biomass prediction from ALS point cloud tomography
err2024-09-08
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errOAAI
errSchaefer, Jannika; Winiwarter, Lukas; Weiser, Hannah; Hoefle, Bernhard; Schmidtlein, Sebastian; Novotny, Jan; Krok, Grzegorz; Sterenczak, Krzysztof; Hollaus, Markus; Fassnacht, Fabian Ewald
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Assessing the potential of synthetic and ex situ airborne laser scanning and ground plot data to train forest biomass models
err2023-12-04
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PREAI
errSchaefer, Jannika; Winiwarter, Lukas; Weiser, Hannah; Novotny, Jan; Hoefle, Bernhard; Schmidtlein, Sebastian; Henniger, Hans; Krok, Grzegorz; Sterenczak, Krzysztof; Fassnacht, Fabian Ewald
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Quantifying surface fuels for fire modelling in temperate forests using airborne lidar and Sentinel-2: potential and limitations
err2023-09-01
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PREAI
errLabenski, Pia; Ewald, Michael; Schmidtlein, Sebastian; Heinsch, Faith Ann; Fassnacht, Fabian Ewald
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Generating synthetic laser scanning data of forests by combining forest inventory information, a tree point cloud database and an open-source laser scanning simulator
err2023-04-12
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PREAI
errSchaefer, Jannika; Weiser, Hannah; Winiwarter, Lukas; Hoefle, Bernhard; Schmidtlein, Sebastian; Fassnacht, Fabian Ewald
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The Spectral Species Concept in Living Color
err2022-09-02
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errOAAI
errRocchini, Duccio; Santos, Maria J.; Ustin, Susan L.; Feret, Jean-Baptiste; Asner, Gregory P.; Beierkuhnlein, Carl; Dalponte, Michele; Feilhauer, Hannes; Foody, Giles M.; Geller, Gary N.; Gillespie, Thomas W.; He, Kate S.; Kleijn, David; Leitao, Pedro J.; Malavasi, Marco; Moudry, Vitezslav; Mullerova, Jana; Nagendra, Harini; Normand, Signe; Ricotta, Carlo; Schaepman, Michael E.; Schmidtlein, Sebastian; Skidmore, Andrew K.; Simova, Petra; Torresani, Michele; Townsend, Philip A.; Turner, Woody; Vihervaara, Petteri; Wegmann, Martin; Lenoir, Jonathan
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Pinus plantations impact hillslope stability and decrease landscape resilience by changing biogeomorphic feedbacks in Chile
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IF5.7
err2022-09-01
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errOAAI
errTroeger, Danny; Braun, Andreas Christian; Eichel, Jana; Schmidtlein, Sebastian; Estrada, Marco Sandoval; Duran, Ana Valdes
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Medicinal service supply by wild plants in Samburu, Kenya: Comparisons among medicinal plant assemblages
err2021-10-01
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errOAAI
errGafna, Dikko Jeff; Obando, Joy A.; Reichelt, Martin; Schmidtlein, Sebastian; Dolos, Klara
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Deep learning and citizen science enable automated plant trait predictions from photographs
err2021-08-12
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errOAAI
errSchiller, Christopher; Schmidtlein, Sebastian; Boonman, Coline; Moreno-Martinez, Alvaro; Kattenborn, Teja
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Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?
err2021-06-17
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errOAAI
errFerner, Jessica; Linstaedter, Anja; Rogass, Christian; Suedekum, Karl-Heinz; Schmidtlein, Sebastian
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Let your maps be fuzzy!-Class probabilities and floristic gradients as alternatives to crisp mapping for remote sensing of vegetation
err2020-11-26
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errOAAI
errFeilhauer, Hannes; Zlinszky, Andras; Kania, Adam; Foody, Giles M.; Doktor, Daniel; Lausch, Angela; Schmidtlein, Sebastian
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Convolutional Neural Networks accurately predict cover fractions of plant species and communities in Unmanned Aerial Vehicle imagery
err2020-02-05
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errOAAI
errKattenborn, Teja; Eichel, Jana; Wiser, Susan; Burrows, Larry; Fassnacht, Fabian E.; Schmidtlein, Sebastian
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Advantages of retrieving pigment content [μg/cm2] versus concentration [%] from canopy reflectance
err2019-09-01
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errOAAI
errKattenborn, Teja; Schiefer, Felix; Zarco-Tejada, Pablo; Schmidtlein, Sebastian
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Using aboveground vegetation attributes as proxies for mapping peatland belowground carbon stocks
err2019-09-01
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PREAI
errLopatin, Javier; Kattenborn, Teja; Galleguillos, Mauricio; Perez-Quezada, Jorge F.; Schmidtlein, Sebastian
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