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David Frantz

trier university

28H-index
156Paper Count
3.3KCitation Count
Published Papers 35
Publication Date
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Mapping tree species fractions in temperate mixed forests using Sentinel-2 time series and synthetically mixed training data
err2025-06-01
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errOAAI
errKlehr, David; Stoffels, Johannes; Hill, Andreas; Pham, Vu-Dong; van der Linden, Sebastian; Frantz, David
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Quantifying material stocks in long-lived products: Challenges and improvements for informing sustainable resource use strategies
err2025-05-28
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errOAAI
errJan Streeck; André Baumgart; Helmut Haberl; Fridolin Krausmann; Bowen Cai; Tomer Fishman; Maud Lanau; Peter Berrill; Zhi Cao; Sebastiaan Deetman; David Frantz; Volker Krey; Alessio Mastrucci; Alessio Miatto; Stefan Pauliuk; Lola Sylvie Annie Rousseau; Shoshanna Saxe; Danielle Densley Tingley; Gamze Ünlü; Dominik Wiedenhofer
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Land cover fraction mapping across global biomes with Landsat data, spatially generalized regression models and spectral-temporal metrics
err2024-09-01
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PREAI
errSchug, Franz; Pfoch, Kira A.; Pham, Vu -Dong; van der Linden, Sebastian; Okujeni, Akpona; Frantz, David; Radeloff, Volker C.
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Validity constraints for data analysis workflows
err2024-08-01
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errOAAI
errSchintke, Florian; Belhajjame, Khalid; De Mecquenem, Ninon; Frantz, David; Guarino, Vanessa Emanuela; Hilbrich, Marcus; Lehmann, Fabian; Missier, Paolo; Sattler, Rebecca; Sparka, Jan Arne; Speckhard, Daniel T.; Stolte, Hermann; Vu, Anh Duc; Leser, Ulf
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Learning the variations in annual spectral-temporal metrics to enhance the transferability of regression models for land cover fraction monitoring
err2024-07-01
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errOAAI
errPham, Vu-Dong; Thiel, Fabian; Frantz, David; Okujeni, Akpona; Schug, Franz; van der Linden, Sebastian
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Mapping material stocks of buildings and mobility infrastructure in the United Kingdom and the Republic of Ireland
err2024-07-01
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errOAAI
errWiedenhofer, Dominik; Schug, Franz; Gauch, Hannes; Lanau, Maud; Drewniok, Michal P.; Baumgart, Andre; Virag, Doris; Watt, Harry; Serrenho, Andre Cabrera; Tingley, Danielle Densley; Haberl, Helmut; Frantz, David
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Temporally transferable crop mapping with temporal encoding and deep learning augmentations
err2024-05-01
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errOAAI
errPham, Vu-Dong; Tetteh, Gideon; Thiel, Fabian; Erasmi, Stefan; Schwieder, Marcel; Frantz, David; van der Linden, Sebastian
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Unveiling patterns in human dominated landscapes through mapping the mass of US built structures
err2023-12-04
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errOAAI
errFrantz, David; Schug, Franz; Wiedenhofer, Dominik; Baumgart, Andre; Virag, Doris; Cooper, Sam; Gomez-Medina, Camila; Lehmann, Fabian; Udelhoven, Thomas; van der Linden, Sebastian; Hostert, Patrick; Haberl, Helmut
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Mapping oak wilt disease from space using land surface phenology
err2023-12-01
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errOAAI
errGuzman, Q. J. Antonio; Pinto-Ledezma, Jesus N.; Frantz, David; Townsend, Philip A.; Juzwik, Jennifer; Cavender-Bares, Jeannine
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Understanding the robustness of spectral-temporal metrics across the global Landsat archive from 1984 to 2019-a quantitative evaluation
err2023-12-01
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errOAAI
errFrantz, David; Rufin, Philippe; Janz, Andreas; Ernst, Stefan; Pflugmacher, Dirk; Schug, Franz; Hostert, Patrick
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Atmospheric Correction Inter-comparison eXercise, ACIX-II Land: An assessment of atmospheric correction processors for Landsat 8 and Sentinel-2 over land
err2023-02-01
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errOAAI
errDoxani, Georgia; Vermote, Eric F.; Roger, Jean-Claude; Skakun, Sergii; Gascon, Ferran; Collison, Alan; De Keukelaere, Liesbeth; Desjardins, Camille; Frantz, David; Hagolle, Olivier; Kim, Minsu; Louis, Jerome; Pacifici, Fabio; Pflug, Bringfried; Poilve, Herve; Ramon, Didier; Richter, Rudolf; Yin, Feng
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Cloud Mask Intercomparison eXercise (CMIX): An evaluation of cloud masking algorithms for Landsat 8 and Sentinel-2
err2022-06-01
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errOAAI
errSkakun, Sergii; Wevers, Jan; Brockmann, Carsten; Doxani, Georgia; Aleksandrov, Matej; Batic, Matej; Frantz, David; Gascon, Ferran; Gomez-Chova, Luis; Hagolle, Olivier; Lopez-Puigdollers, Dan; Louis, Jerome; Lubej, Matic; Mateo-Garcia, Gonzalo; Osman, Julien; Peressutti, Devis; Pflug, Bringfried; Puc, Jernej; Richter, Rudolf; Roger, Jean-Claude; Scaramuzza, Pat; Vermote, Eric; Vesel, Nejc; Zupanc, Anze; Zust, Lojze
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Mapping grassland mowing events across Germany based on combined Sentinel-2 and Landsat 8 time series
err2022-02-01
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errOAAI
errSchwieder, Marcel; Wesemeyer, Maximilian; Frantz, David; Pfoch, Kira; Erasmi, Stefan; Pickert, Juergen; Nendel, Claas; Hostert, Patrick
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Multi-season unmixing of vegetation class fractions across diverse Californian ecoregions using simulated spaceborne imaging spectroscopy data
err2021-10-01
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errOAAI
errOkujeni, Akpona; Jaenicke, Clemens; Cooper, Sam; Frantz, David; Hostert, Patrick; Clark, Matthew; Segl, Karl; Linden, Sebastian van der
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