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 …

[PDF][PDF] Predicting the uncertainty of numerical weather forecasts: A review

M Ehrendorfer - METEOROLOGISCHE ZEITSCHRIFT-BERLIN-, 1997 - kestrel.nmt.edu
Weather forecasts produced with numerical weather prediction (NWP) models of the
atmosphere possess intrinsic uncertainty. This uncertainty is caused through both errors in …

The Subseasonal Experiment (SubX): A multimodel subseasonal prediction experiment

K Pegion, BP Kirtman, E Becker… - Bulletin of the …, 2019 - journals.ametsoc.org
Abstract The Subseasonal Experiment (SubX) is a multimodel subseasonal prediction
experiment designed around operational requirements with the goal of improving …

[BOG][B] Statistical methods in the atmospheric sciences

DS Wilks - 2011 - books.google.com
Statistical Methods in the Atmospheric Sciences, Third Edition, explains the latest statistical
methods used to describe, analyze, test, and forecast atmospheric data. This revised and …

Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics

G Evensen - Journal of Geophysical Research: Oceans, 1994 - Wiley Online Library
A new sequential data assimilation method is discussed. It is based on forecasting the error
statistics using Monte Carlo methods, a better alternative than solving the traditional and …

The ECMWF ensemble prediction system: Methodology and validation

F Molteni, R Buizza, TN Palmer… - Quarterly journal of the …, 1996 - Wiley Online Library
Abstract The European Centre for Medium‐Range Weather Forecasts (ECMWF) Ensemble
Prediction System (EPS) is described. In addition to an unperturbed (control) forecast, each …

Ensemble forecasting at NMC: The generation of perturbations

Z Toth, E Kalnay - Bulletin of the american meteorological …, 1993 - journals.ametsoc.org
On 7 December 1992, The National Meteorological Center (NMC) started operational
ensemble forecasting. The ensemble forecast configuration implemented provides 14 …

A Monte Carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts

JL Anderson, SL Anderson - Monthly weather review, 1999 - journals.ametsoc.org
Abstract Knowledge of the probability distribution of initial conditions is central to almost all
practical studies of predictability and to improvements in stochastic prediction of the …

[HTML][HTML] Machine learning models for water quality prediction: a comprehensive analysis and uncertainty assessment in Mirpurkhas, Sindh, Pakistan

F Abbas, Z Cai, M Shoaib, J Iqbal, M Ismail, AF Alrefaei… - Water, 2024 - mdpi.com
Groundwater represents a pivotal asset in conserving natural water reservoirs for potable
consumption, irrigation, and diverse industrial uses. Nevertheless, human activities …

A method for producing and evaluating probabilistic forecasts from ensemble model integrations

JL Anderson - Journal of climate, 1996 - journals.ametsoc.org
The binned probability ensemble (BPE) technique is presented as a method for producing
forecasts of the probability distribution of a variable using an ensemble of numerical model …