Basil Kraft

Towards hybrid modeling of the global hydrological cycle

Basil Kraft, Martin Jung, Marco Körner et al. · Hydrology and earth system sciences · 2022 · 146 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework, FLUXCOM-X

Jacob A. Nelson, Sophia Walther, Fabian Gans et al. · Biogeosciences · 2024 · 97 citations · Full text

Natural Sciences, Earth Sciences, Atmospheric Science +16

Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks

Basil Kraft, Martin Jung, Marco Körner et al. · Frontiers in Big Data · 2019 · 75 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +17

HYBRID MODELING: FUSION OF A DEEP LEARNING APPROACH AND A PHYSICS-BASED MODEL FOR GLOBAL HYDROLOGICAL MODELING

Basil Kraft, Martin Jung, Marco Körner et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2020 · 67 citations · Full text

Natural Resources, Earth Sciences, Hydrology +14

Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning

Reda ElGhawi, Basil Kraft, Christian Reimers et al. · Environmental Research Letters · 2023 · 43 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +17