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 …

Forecast verification: current status and future directions

B Casati, LJ Wilson, DB Stephenson… - … : A journal of …, 2008 - Wiley Online Library
Research and development of new verification strategies and reassessment of traditional
forecast verification methods has received a great deal of attention from the scientific …

[HTML][HTML] Calibrated ensemble forecasts using quantile regression forests and ensemble model output statistics

M Taillardat, O Mestre, M Zamo… - Monthly Weather …, 2016 - journals.ametsoc.org
Calibrated Ensemble Forecasts Using Quantile Regression Forests and Ensemble Model
Output Statistics in: Monthly Weather Review Volume 144 Issue 6 (2016) Jump to Content …

[HTML][HTML] 定量降水预报技术进展

毕宝贵, 代刊, 王毅, 符娇兰, 曹勇, 刘凑华 - 应用气象学报, 2016 - html.rhhz.net
对21 世纪以来定量降水预报技术流程中的数值模式预报, 统计后处理, 检验评估和预报员作用4
个方面的研究工作进行了归纳, 主要进展包括: 业务全球模式对于降水的预报能力持续提升 …

Year‐round sub‐seasonal forecast skill for Atlantic–European weather regimes

D Büeler, L Ferranti, L Magnusson… - Quarterly Journal of …, 2021 - Wiley Online Library
Weather regime forecasts are a prominent use case of sub‐seasonal prediction in the
midlatitudes. A systematic evaluation and understanding of year‐round sub‐seasonal …

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 …

Estimation of the continuous ranked probability score with limited information and applications to ensemble weather forecasts

M Zamo, P Naveau - Mathematical Geosciences, 2018 - Springer
The continuous ranked probability score (CRPS) is a much used measure of performance
for probabilistic forecasts of a scalar observation. It is a quadratic measure of the difference …

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 …

The forecast skill horizon

R Buizza, M Leutbecher - Quarterly Journal of the Royal …, 2015 - Wiley Online Library
Numerical weather prediction has seen, in the past 25 years, a shift from a 'deterministic'
approach, based on single numerical integrations, to a probabilistic one, with ensembles of …

Unifying predictions of deterministic and stochastic physics in mesh-reduced space with sequential flow generative model

L Sun, X Han, H Gao, JX Wang… - Advances in Neural …, 2024 - proceedings.neurips.cc
Accurate prediction of dynamical systems in unstructured meshes has recently shown
successes in scientific simulations. Many dynamical systems have a nonnegligible level of …