A review of multimodel superensemble forecasting for weather, seasonal climate, and hurricanes

TN Krishnamurti, V Kumar, A Simon… - Reviews of …, 2016 - Wiley Online Library
This review provides a summary of work in the area of ensemble forecasts for weather,
climate, oceans, and hurricanes. This includes a combination of multiple forecast model …

Combining single-value streamflow forecasts–A review and guidelines for selecting techniques

DI Jeong, YO Kim - Journal of Hydrology, 2009 - Elsevier
Choosing an appropriate method for combining single-value forecasts should depend on
characteristics of the individual forecasts being combined and their relationships with each …

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

AJ Charlton-Perez, HF Dacre, S Driscoll… - npj Climate and …, 2024 - nature.com
There has been huge recent interest in the potential of making operational weather forecasts
using machine learning techniques. As they become a part of the weather forecasting …

ADM‐Aeolus Doppler wind lidar observing system simulation experiment

A Stoffelen, GJ Marseille, F Bouttier… - Quarterly Journal of …, 2006 - Wiley Online Library
Abstract Within the Atmospheric Dynamics Mission Aeolus (ADM‐Aeolus), the European
Space Agency (ESA) has approved a Doppler wind lidar (DWL) to fly on a dedicated …

A comparison of three kinds of multimodel ensemble forecast techniques based on the TIGGE data

X Zhi, H Qi, Y Bai, C Lin - Acta Meteorologica Sinica, 2012 - Springer
Based on the ensemble mean outputs of the ensemble forecasts from the ECMWF
(European Centre for Medium-Range Weather Forecasts), JMA (Japan Meteorological …

A multi-model superensemble algorithm for seasonal climate prediction using DEMETER forecasts

WT Yun, L Stefanova, AK Mitra… - Tellus A: Dynamic …, 2005 - Taylor & Francis
In this paper, a multi-model ensemble approach with statistical correction for seasonal
precipitation forecasts using a coupled DEMETER model data set is presented. Despite the …

[HTML][HTML] Patterns, impacts, and future projections of summer variability in the Arctic from CMIP5 models

L Cai, VA Alexeev, JE Walsh, US Bhatt - Journal of Climate, 2018 - journals.ametsoc.org
Patterns, Impacts, and Future Projections of Summer Variability in the Arctic from CMIP5 Models
in: Journal of Climate Volume 31 Issue 24 (2018) Jump to Content Logo Logo Logo Logo Logo …

[图书][B] The global monsoon system: research and forecast

CP Chang - 2011 - books.google.com
This book presents a current review of the science of monsoon research and forecasting.
The contents are based on the invited reviews presented at the World Meteorological …

[HTML][HTML] Multimodel superensemble forecasting of tropical cyclones in the Pacific

TSVV Kumar, TN Krishnamurti… - Monthly Weather …, 2003 - journals.ametsoc.org
Using currently available operational forecast datasets on the tracks and intensities of
tropical cyclones over the Pacific Ocean for the years 1998, 1999, and 2000 a multimodel …

MOS uncertainty estimates in an ensemble framework

B Glahn, M Peroutka, J Wiedenfeld… - Monthly Weather …, 2009 - journals.ametsoc.org
It is being increasingly recognized that the uncertainty in weather forecasts should be
quantified and furnished to users along with the single-value forecasts usually provided …