Dryland climate change: Recent progress and challenges

J Huang, Y Li, C Fu, F Chen, Q Fu, A Dai… - Reviews of …, 2017 - Wiley Online Library
Drylands are home to more than 38% of the world's population and are one of the most
sensitive areas to climate change and human activities. This review describes recent …

Hydrological drought explained

AF Van Loon - Wiley Interdisciplinary Reviews: Water, 2015 - Wiley Online Library
Drought is a complex natural hazard that impacts ecosystems and society in many ways.
Many of these impacts are associated with hydrological drought (drought in rivers, lakes …

[HTML][HTML] Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets

F Kratzert, D Klotz, G Shalev… - Hydrology and Earth …, 2019 - hess.copernicus.org
Regional rainfall–runoff modeling is an old but still mostly outstanding problem in the
hydrological sciences. The problem currently is that traditional hydrological models degrade …

Rainfall–runoff modelling using long short-term memory (LSTM) networks

F Kratzert, D Klotz, C Brenner, K Schulz… - Hydrology and Earth …, 2018 - hess.copernicus.org
Rainfall–runoff modelling is one of the key challenges in the field of hydrology. Various
approaches exist, ranging from physically based over conceptual to fully data-driven …

Twenty-three unsolved problems in hydrology (UPH)–a community perspective

G Blöschl, MFP Bierkens, A Chambel… - Hydrological sciences …, 2019 - Taylor & Francis
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 …

Time to update the split‐sample approach in hydrological model calibration

H Shen, BA Tolson, J Mai - Water Resources Research, 2022 - Wiley Online Library
Abstract Model calibration and validation are critical in hydrological model robustness
assessment. Unfortunately, the commonly used split‐sample test (SST) framework for data …

Land use change impacts on floods at the catchment scale: Challenges and opportunities for future research

M Rogger, M Agnoletti, A Alaoui… - Water resources …, 2017 - Wiley Online Library
Research gaps in understanding flood changes at the catchment scale caused by changes
in forest management, agricultural practices, artificial drainage, and terracing are identified …

[HTML][HTML] The CAMELS-CL dataset: catchment attributes and meteorology for large sample studies–Chile dataset

C Alvarez-Garreton, PA Mendoza… - Hydrology and Earth …, 2018 - hess.copernicus.org
We introduce the first catchment dataset for large sample studies in Chile. This dataset
includes 516 catchments; it covers particularly wide latitude (17.8 to 55.0∘ S) and elevation …

Karst water resources in a changing world: Review of hydrological modeling approaches

A Hartmann, N Goldscheider, T Wagener… - Reviews of …, 2014 - Wiley Online Library
Abstract Karst regions represent 7–12% of the Earth's continental area, and about one
quarter of the global population is completely or partially dependent on drinking water from …

A high‐resolution global flood hazard model

CC Sampson, AM Smith, PD Bates… - Water resources …, 2015 - Wiley Online Library
Floods are a natural hazard that affect communities worldwide, but to date the vast majority
of flood hazard research and mapping has been undertaken by wealthy developed nations …