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Soil hydrology in the Earth system
Nature Reviews Earth & Environment, 2022Harry Vereecken +2 more
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Ensemble machine learning paradigms in hydrology: A review
Journal of Hydrology, 2021 Mohammad Zounemat-Kermani +2 more
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Twenty-three unsolved problems in hydrology (UPH) – a community perspective
Hydrological Sciences Journal, 2019 This paper is the outcome of a community initiative to identify major unsolved scientific problems in hydrology motivated by a need for stronger harmonisation of research efforts.
Gunter Bloschl +2 more
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Hillslope Hydrology in Global Change Research and Earth System Modeling
Water Resources Research, 2019 Earth System Models (ESMs) are essential tools for understanding and predicting global change, but they cannot explicitly resolve hillslope‐scale terrain structures that fundamentally organize water, energy, and biogeochemical stores and fluxes at ...
Ying Fan, M P Clark, D M Lawrence
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Pan-Arctic ice-wedge degradation in warming permafrost and its influence on tundra hydrology
Nature Geoscience, 2016Anna K Liljedahl +2 more
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Antarctic surface hydrology and impacts on ice-sheet mass balance
Nature Climate Change, 2018Robin Bell +2 more
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NeuralHydrology - Interpreting LSTMs in Hydrology
Explainable AI, 2019Despite the huge success of Long Short-Term Memory networks, their applications in environmental sciences are scarce. We argue that one reason is the difficulty to interpret the internals of trained networks.
Frederik Kratzert +4 more
semanticscholar +1 more source