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How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
1citations -
How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
0citations -
EMO-5: Copernicus pan-European high-resolution meteorological data set for large-scale hydrological modelling2020 conference-abstract Earth and Planetary Sciences Precipitation Measurement and Analysis Open access
Vera Thiemig, Peter Salamon, Goncalo Gomes, Jon Olav Skøien, Markus Ziese, Armin Rauthe‐Schöch, +3 more
1citations -
A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data2023 Water article Environmental Science Hydrological Forecasting Using AI Open access cited by 1 patent
Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva, André Niemann, Markus Quirmbach
45citations -
Data an code from: Global Patterns and Drivers of Bee Richness and Endemism on Islands2026 Zenodo (CERN European Organization for Nuclear Research) software Agricultural and Biological Sciences Plant and animal studies Open access
Leon Marshall, John S. Ascher, Robert James Whittaker, Michael C. Orr, Alice C. Hughes, Julian Schrader, +3 more
0citations -
Isotopic measurements in water vapor, precipitation, and seawater during EUREC 4 A2023 Earth system science data article Environmental Science Atmospheric aerosols and clouds Open access
Adriana Bailey, Franziska Aemisegger, Leonie Villiger, Sebastian A. Los, Gilles Reverdin, Estefanía Quiñones Meléndez, +21 more
30citations -
A combined pH and temperature precipitation step facilitates the purification of tobacco‐derived recombinant proteins that are sensitive to extremes of either parameter28citations
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Synthetic rainfall data generator development through decentralised model training2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access
Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more
7citations -
Characterizing El Niño-Southern Oscillation Effects on the Blue Nile Yield and the Nile River Basin Precipitation using Empirical Mode Decomposition2020 Earth Systems and Environment article Environmental Science Climate variability and models Open access
Justin A. Le, Hesham Mohamed El-Askary, Mohamed Allali, Hani Sweliem, Thomas C. Piechota, Daniele Carlo Struppa
25citations -
Data and code from: Local adaptation to current but not future climate in seasonally tropical dry forests: Population genomic evidence in a Neotropical legume tree2026 Zenodo (CERN European Organization for Nuclear Research) software Biochemistry, Genetics and Molecular Biology Genetic diversity and population structure Open access
Francisco J. Velásquez-Puentes, Walter Durka, C H Hughes, R. Toby Pennington, Jens Ringelberg, Renske E. Onstein, +1 more
0citations -
Data and code from: Local adaptation to current but not future climate in seasonally tropical dry forests: Population genomic evidence in a Neotropical legume tree2026 Zenodo (CERN European Organization for Nuclear Research) software Biochemistry, Genetics and Molecular Biology Genetic diversity and population structure Open access
Francisco J. Velásquez-Puentes, Walter Durka, C H Hughes, R. Toby Pennington, Jens J. Ringelberg, Renske E. Onstein, +1 more
0citations -
Data and code from: Local adaptation to current but not future climate in seasonally tropical dry forests: Population genomic evidence in a Neotropical legume tree2026 Socio-Environmental Systems Modeling dataset Biochemistry, Genetics and Molecular Biology Genetic diversity and population structure Open access
Francisco J. Velásquez-Puentes, Walter Durka, C H Hughes, R. Toby Pennington, Jens J. Ringelberg, Renske E. Onstein, +1 more
0citations -
Mapping tree species diversity across the Amazon using remote sensing, diverse environmental data and machine learning2026 International Journal of Applied Earth Observation and Geoinformation article Environmental Science Remote Sensing in Agriculture Open access
Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Lars Hein, Jannik Schultner
0citations -
A Machine Learning Framework for Quantifying Chemical Segregation and Microstructural Features in Atom Probe Tomography Data2023 Microscopy and Microanalysis article Engineering Advanced Materials Characterization Techniques Open access
Alaukik Saxena, Nikita Polin, Navyanth Kusampudi, Shyam Katnagallu, Leopoldo Molina‐Luna, Oliver Gutfleisch, +4 more
20citations