Seasonal drought prediction: Advances, challenges, and future prospects

Z Hao, VP Singh, Y **a - Reviews of Geophysics, 2018 - Wiley Online Library
Drought prediction is of critical importance to early warning for drought managements. This
review provides a synthesis of drought prediction based on statistical, dynamical, and hybrid …

Global hydrology 2015: State, trends, and directions

MFP Bierkens - Water Resources Research, 2015 - Wiley Online Library
Global hydrology has come a long way since the first introduction of the primitive land
surface model of Manabe (1969) and the declaration of the “Emergence of Global …

PCR-GLOBWB 2: a 5 arcmin global hydrological and water resources model

EH Sutanudjaja, R Van Beek… - Geoscientific Model …, 2018 - gmd.copernicus.org
We present PCR-GLOBWB 2, a global hydrology and water resources model. Compared to
previous versions of PCR-GLOBWB, this version fully integrates water use. Sector-specific …

Generating ensemble streamflow forecasts: A review of methods and approaches over the past 40 years

M Troin, R Arsenault, AW Wood, F Brissette, JL Martel - 2021 - Wiley Online Library
Ensemble forecasting applied to the field of hydrology is currently an established area of
research embracing a broad spectrum of operational situations. This work catalogs the …

Evaluating the performance of random forest for large-scale flood discharge simulation

L Schoppa, M Disse, S Bachmair - Journal of Hydrology, 2020 - Elsevier
The machine learning algorithm 'random forest'has been applied in many areas of water
resources research including discharge simulation. Due to low setup and operation cost …

Bias correcting precipitation forecasts to improve the skill of seasonal streamflow forecasts

L Crochemore, MH Ramos… - Hydrology and Earth …, 2016 - hess.copernicus.org
Meteorological centres make sustained efforts to provide seasonal forecasts that are
increasingly skilful, which has the potential to benefit streamflow forecasting. Seasonal …

High-resolution surface water dynamics in Earth's small and medium-sized reservoirs

G Donchyts, H Winsemius, F Baart, R Dahm… - Scientific reports, 2022 - nature.com
Small and medium-sized reservoirs play an important role in water systems that need to
cope with climate variability and various other man-made and natural challenges. Although …

[HTML][HTML] The impact of lake and reservoir parameterization on global streamflow simulation

Z Zajac, B Revilla-Romero, P Salamon, P Burek… - Journal of …, 2017 - Elsevier
Lakes and reservoirs affect the timing and magnitude of streamflow, and are therefore
essential hydrological model components, especially in the context of global flood …

Benchmarking ensemble streamflow prediction skill in the UK

S Harrigan, C Prudhomme, S Parry… - Hydrology and Earth …, 2018 - hess.copernicus.org
Skilful hydrological forecasts at sub-seasonal to seasonal lead times would be extremely
beneficial for decision-making in water resources management, hydropower operations, and …

[HTML][HTML] Novel ensemble forecasting of streamflow using locally weighted learning algorithm

RM Adnan, A Jaafari, A Mohanavelu, O Kisi, A Elbeltagi - Sustainability, 2021 - mdpi.com
The development of advanced computational models for improving the accuracy of
streamflow forecasting could save time and cost for sustainable water resource …