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316830

Juniorprofessur für Data-driven Computing in Civil Engineering
IDI:(DE-82)316830_20230509

RWTH Aachen

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;
Predictive drivers and transferability of multi-scale machine learning based crop yield prediction under drought across European and Asian climates
Agricultural water management 327, 110254 () [10.1016/j.agwat.2026.110254]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
AI in soil moisture remote sensing
International journal of applied earth observation and geoinformation 146, 105011 () [10.1016/j.jag.2025.105011]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
Annual Crop Yield Predictions using AI and EO
IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium : proceedings : 3-8 August 2025, Brisbane, Australia / IEEE
45. IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2025, BrisbaneBrisbane, Australia, 3 Aug 2025 - 8 Aug 20252025-08-032025-08-08
[Piscataway, NJ] : IEEE 5760-5763 () [10.1109/IGARSS55030.2025.11243362]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster  ;  ;
Benchmarking Deep Learning Super-resolution Techniques for Digital Elevation Models in Mountainous Regions
Living Planet Symposium, LPS 2025, ViennaVienna, Austria, 23 Jun 2025 - 23 Jun 20252025-06-232025-06-23  GO   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract/Contribution to a conference proceedings  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
The 20-year history of HEPEX - Enhancing hydrological forecasting through strategic innovations
Abstracts & presentations : EGU General Assembly 2025
EGU General Assembly 2025, EGU 2025, ViennaVienna, Austria, 27 Apr 2025 - 2 May 20252025-04-272025-05-02
Göttingen : Copernicus Gesellschaft mbH EGU25-8059, 2 Seiten () [10.5194/egusphere-egu25-8059]  GO OpenAccess  Download fulltext Files  Download fulltextHomepage of book BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract/Contribution to a conference proceedings  ;  ;  ;
TransFuse: Advancing Frequent Flood Monitoring using Vision Transformers and Earth Observation
Abstracts & presentations : EGU General Assembly 2025
EGU General Assembly 2025, EGU 2025, ViennaVienna, Austria, 27 Apr 2025 - 2 May 20252025-04-272025-05-02
Göttingen : Copernicus Gesellschaft mbH EGU25-8312, 2 Seiten () [10.5194/egusphere-egu25-8312]  GO OpenAccess  Download fulltext Files  Download fulltextHomepage of book BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract/Contribution to a conference proceedings  ;  ;
Influence of image source type and spatial resolution on deep learning-based automated green roof recognition
Abstracts & presentations : EGU General Assembly 2025
EGU General Assembly 2025, EGU 2025, ViennaVienna, Austria, 27 Apr 2025 - 2 May 20252025-04-272025-05-02
Göttingen : Copernicus Gesellschaft mbH EGU25-13562, 2 Seiten () [10.5194/egusphere-egu25-13562]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article (Review Article)  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
Satellite Requirements to Capture Water Propagation in Earth's Rivers
Reviews of geophysics : RoG 63(3), e2024RG000871 () [10.1029/2024RG000871]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
Enhancing Research-to-Operations in Hydrological Forecasting: Innovations Across Scales and Horizons
Bulletin of the American Meteorological Society : BAMS 106(5), E894-E919 () [10.1175/BAMS-D-24-0322.1]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Towards robust validation strategies for EO flood maps
Remote sensing of environment 315, 114439 () [10.1016/j.rse.2024.114439]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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


 Record created 2023-05-09, last modified 2023-05-10



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