316830
Juniorprofessur für Data-driven Computing in Civil Engineering| ID | I:(DE-82)316830_20230509 |
All known publications ...
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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 (2026) [10.1016/j.agwat.2026.110254]
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Journal Article
AI in soil moisture remote sensing
International journal of applied earth observation and geoinformation 146, 105011 (2026) [10.1016/j.jag.2025.105011]
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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 2025
[Piscataway, NJ] : IEEE 5760-5763 (2025) [10.1109/IGARSS55030.2025.11243362]
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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 2025
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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 2025
Göttingen : Copernicus Gesellschaft mbH EGU25-8059, 2 Seiten (2025) [10.5194/egusphere-egu25-8059]
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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 2025
Göttingen : Copernicus Gesellschaft mbH EGU25-8312, 2 Seiten (2025) [10.5194/egusphere-egu25-8312]
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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 2025
Göttingen : Copernicus Gesellschaft mbH EGU25-13562, 2 Seiten (2025) [10.5194/egusphere-egu25-13562]
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Journal Article (Review Article)
Satellite Requirements to Capture Water Propagation in Earth's Rivers
Reviews of geophysics : RoG 63(3), e2024RG000871 (2025) [10.1029/2024RG000871]
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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 (2025) [10.1175/BAMS-D-24-0322.1]
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Journal Article
Towards robust validation strategies for EO flood maps
Remote sensing of environment 315, 114439 (2024) [10.1016/j.rse.2024.114439]
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All known publications ...
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