Recent Publications

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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Patnala, A. (Corresponding author)FZJ* ; Schultz, M.FZJ* ; Gall, J.
BERT Bi-modal self-supervised learning for crop classification using Sentinel-2 and Planetscope
Frontiers in remote sensing 6, 1555887 (2025) [10.3389/frsen.2025.1555887]2025   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Patakchi Yousefi, K. (Corresponding author)FZJ* ; Belleflamme, A.FZJ* ; Görgen, K.FZJ* ; Kollet, S.FZJ*
Impact of deep learning-driven precipitation corrected data using near real-time satellite-based observations and model forecast in an integrated hydrological model
Frontiers in water 6, 1439906 (2024) [10.3389/frwa.2024.1439906]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Patnala, A. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Schultz, M. G.FZJ* ; Gall, J.
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images
IEEE geoscience and remote sensing letters 20(2502305), 1 - 5 (2023) [10.1109/LGRS.2023.3274493]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S. (Corresponding author)FZJ* ; Betancourt, C.FZJ* ; Roscher, R.FZJ*
Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset
Machine learning and knowledge extraction 4(1), 150 - 171 (2022) [10.3390/make4010008]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Betancourt, C. (First author)FZJ* ; Stomberg, T. T. ; Edrich, A.-K.RWTH* ; Patnala, A.FZJ* ; Schultz, M. G.FZJ* ; Roscher, R.TUM* ; Kowalski, J.RWTH* ; Stadtler, S. (Corresponding author)FZJ*
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Geoscientific model development discussions (2022) [10.5194/gmd-2022-2]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Betancourt, C. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Stomberg, T. ; Edrich, A.-K.RWTH* ; Patnala, A.FZJ* ; Roscher, R. ; Kowalski, J.RWTH* ; Schultz, M. G.FZJ*
Global fine resolution mapping of ozone metrics through explainable machine learning
2021EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 20212021-04-192021-04-30 [10.5194/egusphere-egu21-7596]   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |