Large-sample hydrology: recent progress, guidelines for new datasets and grand challenges
Large-sample hydrology (LSH) relies on data from large sets (tens to thousands) of
catchments to go beyond individual case studies and derive robust conclusions on …
catchments to go beyond individual case studies and derive robust conclusions on …
[HTML][HTML] GMD perspective: The quest to improve the evaluation of groundwater representation in continental-to global-scale models
Continental-to global-scale hydrologic and land surface models increasingly include
representations of the groundwater system. Such large-scale models are essential for …
representations of the groundwater system. Such large-scale models are essential for …
The timing of unprecedented hydrological drought under climate change
Droughts that exceed the magnitudes of historical variation ranges could occur increasingly
frequently under future climate conditions. However, the time of the emergence of …
frequently under future climate conditions. However, the time of the emergence of …
Role of dams in reducing global flood exposure under climate change
Globally, flood risk is projected to increase in the future due to climate change and
population growth. Here, we quantify the role of dams in flood mitigation, previously …
population growth. Here, we quantify the role of dams in flood mitigation, previously …
[HTML][HTML] The global water resources and use model WaterGAP v2. 2d: Model description and evaluation
H Müller Schmied, D Cáceres, S Eisner… - Geoscientific Model …, 2021 - gmd.copernicus.org
WaterGAP is a global hydrological model that quantifies human use of groundwater and
surface water as well as water flows and water storage and thus water resources on all land …
surface water as well as water flows and water storage and thus water resources on all land …
Increase in severe and extreme soil moisture droughts for Europe under climate change
MG Grillakis - Science of the Total Environment, 2019 - Elsevier
Droughts are among the costliest natural disasters. They affect wide regions and large
numbers of people worldwide by tampering with water availability and agricultural …
numbers of people worldwide by tampering with water availability and agricultural …
The relative importance of different flood‐generating mechanisms across Europe
Inferring the mechanisms causing river flooding is key to understanding past, present, and
future flood risk. However, a quantitative spatially distributed overview of the mechanisms …
future flood risk. However, a quantitative spatially distributed overview of the mechanisms …
State-of-the-art global models underestimate impacts from climate extremes
Global impact models represent process-level understanding of how natural and human
systems may be affected by climate change. Their projections are used in integrated …
systems may be affected by climate change. Their projections are used in integrated …
[HTML][HTML] The suitability of differentiable, physics-informed machine learning hydrologic models for ungauged regions and climate change impact assessment
As a genre of physics-informed machine learning, differentiable process-based hydrologic
models (abbreviated as δ or delta models) with regionalized deep-network-based …
models (abbreviated as δ or delta models) with regionalized deep-network-based …
A global drought and flood catalogue from 1950 to 2016
Hydrological extremes, in the form of droughts and floods, have impacts on a wide range of
sectors including water availability, food security, and energy production. Given continuing …
sectors including water availability, food security, and energy production. Given continuing …