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 …

[HTML][HTML] A novel ensemble-based conceptual-data-driven approach for improved streamflow simulations

AE Sikorska-Senoner, JM Quilty - Environmental Modelling & Software, 2021 - Elsevier
A novel ensemble-based conceptual-data-driven approach (CDDA) is developed where a
data-driven model (DDM) is used to “correct” the residuals from an ensemble of hydrological …

Western disturbances and climate variability: a review of recent developments

KMR Hunt, JP Baudouin, AG Turner… - …, 2024 - egusphere.copernicus.org
Western disturbances (WDs) are synoptic-scale weather systems embedded within the
subtropical westerly jet. Manifesting as upper-level troughs often associated with a lower …

A nonlinear spatio-temporal lum** of radar rainfall for modeling multi-step-ahead inflow forecasts by data-driven techniques

FJ Chang, MJ Tsai - Journal of Hydrology, 2016 - Elsevier
Accurate multi-step-ahead inflow forecasting during typhoon periods is extremely crucial for
real-time reservoir flood control. We propose a spatio-temporal lum** of radar rainfall for …

Impact of the quality of hydrological forecasts on the managementand revenue of hydroelectric reservoirs–a conceptual approach

M Cassagnole, MH Ramos, I Zalachori… - Hydrology and Earth …, 2020 - hess.copernicus.org
The improvement of a forecasting system and the continuous evaluation of its quality are
recurrent steps in operational practice. However, the systematic evaluation of forecast value …

[HTML][HTML] Short-term reservoir optimization for flood mitigation under meteorological and hydrological forecast uncertainty

D Schwanenberg, FM Fan, S Naumann… - Water Resources …, 2015 - Springer
State-of-the-art applications of short-term reservoir management integrate several advanced
components, namely hydrological modelling and data assimilation techniques for predicting …

A stochastic wavelet-based data-driven framework for forecasting uncertain multiscale hydrological and water resources processes

J Quilty, J Adamowski - Environmental Modelling & Software, 2020 - Elsevier
Recently, a stochastic data-driven framework was introduced for forecasting uncertain
multiscale hydrological and water resources processes (eg, streamflow, urban water …

Hydro-economic assessment of hydrological forecasting systems

MA Boucher, D Tremblay, L Delorme, L Perreault… - Journal of …, 2012 - Elsevier
An increasing number of publications show that ensemble hydrological forecasts exhibit
good performance when compared to observed streamflow. Many studies also conclude that …

[HTML][HTML] Verification of inflow into hydropower reservoirs using ensemble forecasts of the TIGGE database for large scale basins in Brazil

FM Fan, D Schwanenberg, W Collischonn… - Journal of Hydrology …, 2015 - Elsevier
Study region This paper describes a major ensemble-forecasts verification effort for inflows
of three large-scale river basins of Brazil: Upper São Francisco, Doce, and Tocantins Rivers …

Ensemble streamflow forecasting experiments in a tropical basin: The São Francisco river case study

FM Fan, W Collischonn, A Meller, LCM Botelho - Journal of Hydrology, 2014 - Elsevier
The present study shows experiments of ensemble forecasting applied to a large tropical
river basin, where such forecasting methodologies have many potential applications. The …