Initialized Earth System prediction from subseasonal to decadal timescales

GA Meehl, JH Richter, H Teng, A Capotondi… - Nature Reviews Earth & …, 2021‏ - nature.com
Abstract Initialized Earth System predictions are made by starting a numerical prediction
model in a state as consistent as possible to observations and running it forward in time for …

Ocean reanalyses: recent advances and unsolved challenges

A Storto, A Alvera-Azcárate, MA Balmaseda… - Frontiers in Marine …, 2019‏ - frontiersin.org
Ocean reanalyses combine ocean models, atmospheric forcing fluxes, and observations
using data assimilation to give a four-dimensional description of the ocean. Metrics …

The ERA5 global reanalysis

H Hersbach, B Bell, P Berrisford… - Quarterly journal of …, 2020‏ - Wiley Online Library
Abstract Within the Copernicus Climate Change Service (C3S), ECMWF is producing the
ERA5 reanalysis which, once completed, will embody a detailed record of the global …

[HTML][HTML] NorCPM1 and its contribution to CMIP6 DCPP

I Bethke, Y Wang, F Counillon… - Geoscientific Model …, 2021‏ - gmd.copernicus.org
Abstract The Norwegian Climate Prediction Model version 1 (NorCPM1) is a new research
tool for performing climate reanalyses and seasonal-to-decadal climate predictions. It …

Current and emerging developments in subseasonal to decadal prediction

WJ Merryfield, J Baehr, L Batté… - Bulletin of the …, 2020‏ - journals.ametsoc.org
Weather and climate variations on subseasonal to decadal time scales can have enormous
social, economic, and environmental impacts, making skillful predictions on these time …

SISTEMAS DE RECOMENDACIÓN PARA LA TOMA DE DECISIONES. ESTADO DEL ARTE: SISTEMAS DE RECOMENDACIÓN PARA LA TOMA DE DECISIONES

BB Fonseca, OM Cornelio - UNESUM-Ciencias. Revista …, 2022‏ - revistas.unesum.edu.ec
Resumen Los Sistemas de Recomendación (SR) son técnicas de filtrado de información
que nacen con el objetivo de facilitar o asistir al usuario en la toma de una decisión. El …

Regional and global land data assimilation systems: Innovations, challenges, and prospects

Y **a, Z Hao, C Shi, Y Li, J Meng, T Xu, X Wu… - Journal of …, 2019‏ - Springer
Abstract Since the North American and Global Land Data Assimilation Systems (NLDAS and
GLDAS) were established in 2004, significant progress has been made in development of …

Strongly coupled data assimilation in multiscale media: Experiments using a quasi‐geostrophic coupled model

SG Penny, E Bach, K Bhargava… - Journal of Advances …, 2019‏ - Wiley Online Library
Strongly coupled data assimilation (SCDA) views the Earth as one unified system. This
allows observations to have an instantaneous impact across boundaries such as the air‐sea …

Improving NCEP's global-scale wave ensemble averages using neural networks

RM Campos, V Krasnopolsky, JH Alves, SG Penny - Ocean Modelling, 2020‏ - Elsevier
The quality of metocean forecasts at longer forecast ranges has a significant impact on
maritime safety and offshore operations. A nonlinear ensemble averaging technique is …

Weakly coupled ocean–atmosphere data assimilation in the ECMWF NWP system

PA Browne, P De Rosnay, H Zuo, A Bennett… - Remote Sensing, 2019‏ - mdpi.com
Numerical weather prediction models are including an increasing number of components of
the Earth system. In particular, every forecast now issued by the European Centre for …