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Seasonal drought prediction: Advances, challenges, and future prospects
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 …
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 …
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
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 …
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
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 …
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 …
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 …
increasingly skilful, which has the potential to benefit streamflow forecasting. Seasonal …
High-resolution surface water dynamics in Earth's small and medium-sized reservoirs
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 …
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
Lakes and reservoirs affect the timing and magnitude of streamflow, and are therefore
essential hydrological model components, especially in the context of global flood …
essential hydrological model components, especially in the context of global flood …
Benchmarking ensemble streamflow prediction skill in the UK
Skilful hydrological forecasts at sub-seasonal to seasonal lead times would be extremely
beneficial for decision-making in water resources management, hydropower operations, and …
beneficial for decision-making in water resources management, hydropower operations, and …
[HTML][HTML] Novel ensemble forecasting of streamflow using locally weighted learning algorithm
The development of advanced computational models for improving the accuracy of
streamflow forecasting could save time and cost for sustainable water resource …
streamflow forecasting could save time and cost for sustainable water resource …