Ensemble flood forecasting: A review

HL Cloke, F Pappenberger - Journal of hydrology, 2009 - Elsevier
Operational medium range flood forecasting systems are increasingly moving towards the
adoption of ensembles of numerical weather predictions (NWP), known as ensemble …

Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities

Y Liu, AH Weerts, M Clark… - Hydrology and earth …, 2012 - hess.copernicus.org
Data assimilation (DA) holds considerable potential for improving hydrologic predictions as
demonstrated in numerous research studies. However, advances in hydrologic DA research …

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 …

The European flood alert system–part 1: concept and development

J Thielen, J Bartholmes, MH Ramos… - Hydrology and Earth …, 2009 - hess.copernicus.org
This paper presents the development of the European Flood Alert System (EFAS), which
aims at increasing preparedness for floods in trans-national European river basins by …

The THORPEX interactive grand global ensemble

P Bougeault, Z Toth, C Bishop, B Brown… - Bulletin of the …, 2010 - journals.ametsoc.org
Ensemble forecasting is increasingly accepted as a powerful tool to improve early warnings
for high-impact weather. Recently, ensembles combining forecasts from different systems …

[HTML][HTML] The TIGGE project and its achievements

R Swinbank, M Kyouda, P Buchanan… - Bulletin of the …, 2016 - journals.ametsoc.org
The TIGGE Project and Its Achievements in: Bulletin of the American Meteorological Society
Volume 97 Issue 1 (2016) Jump to Content Jump to Main Navigation Logo Logo Logo Logo …

[HTML][HTML] The science of NOAA's operational hydrologic ensemble forecast service

J Demargne, L Wu, SK Regonda… - Bulletin of the …, 2014 - journals.ametsoc.org
Brown, JD, 2013: Verification of temperature, precipitation and streamflow forecasts from the
NWS Hydrologic Ensemble Forecast Service (HEFS): Medium-range forecasts with forcing …

[HTML][HTML] A review of quantitative precipitation forecasts and their use in short-to medium-range streamflow forecasting

L Cuo, TC Pagano, QJ Wang - Journal of hydrometeorology, 2011 - journals.ametsoc.org
Unknown future precipitation is the dominant source of uncertainty for many streamflow
forecasts. Numerical weather prediction (NWP) models can be used to generate quantitative …

Impacts of uncertain river flow data on rainfall‐runoff model calibration and discharge predictions

H McMillan, J Freer, F Pappenberger… - Hydrological …, 2010 - Wiley Online Library
In order to quantify total error affecting hydrological models and predictions, we must
explicitly recognize errors in input data, model structure, model parameters and validation …

Deep learning-based unmanned surveillance systems for observing water levels

J Pan, Y Yin, J Xiong, W Luo, G Gui, H Sari - Ieee Access, 2018 - ieeexplore.ieee.org
Traditional surveillance systems for observing water levels are often complex, costly, and
time-consuming. In this paper, we developed a low-cost unmanned surveillance system …