Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI

M Chantry, H Christensen… - … Transactions of the …, 2021 - royalsocietypublishing.org
In September 2019, a workshop was held to highlight the growing area of applying machine
learning techniques to improve weather and climate prediction. In this introductory piece, we …

Fifty years of research on the Madden‐Julian Oscillation: Recent progress, challenges, and perspectives

X Jiang, ÁF Adames, D Kim… - Journal of …, 2020 - Wiley Online Library
Since its discovery in the early 1970s, the crucial role of the Madden‐Julian Oscillation
(MJO) in the global hydrological cycle and its tremendous influence on high‐impact climate …

Evaluation of CMIP6 deck experiments with CNRM‐CM6‐1

A Voldoire, D Saint‐Martin, S Sénési… - Journal of Advances …, 2019 - Wiley Online Library
This paper describes the main characteristics of CNRM‐CM6‐1, the fully coupled
atmosphere‐ocean general circulation model of sixth generation jointly developed by …

[HTML][HTML] Overview of the Norwegian Earth System Model (NorESM2) and key climate response of CMIP6 DECK, historical, and scenario simulations

Ø Seland, M Bentsen, D Olivié… - Geoscientific Model …, 2020 - gmd.copernicus.org
The second version of the coupled Norwegian Earth System Model (NorESM2) is presented
and evaluated. NorESM2 is based on the second version of the Community Earth System …

Evaluation of climate models

G Flato, J Marotzke, B Abiodun, P Braconnot… - Climate change 2013 …, 2014 - pure.mpg.de
Climate models have continued to be developed and improved since the AR4, and many
models have been extended into Earth System models by including the representation of …

Climate and carbon cycle changes from 1850 to 2100 in MPI‐ESM simulations for the Coupled Model Intercomparison Project phase 5

MA Giorgetta, J Jungclaus, CH Reick… - Journal of Advances …, 2013 - Wiley Online Library
The new Max‐Planck‐Institute Earth System Model (MPI‐ESM) is used in the Coupled
Model Intercomparison Project phase 5 (CMIP5) in a series of climate change experiments …

Atmospheric component of the MPI‐M Earth system model: ECHAM6

B Stevens, M Giorgetta, M Esch… - Journal of Advances …, 2013 - Wiley Online Library
ECHAM6, the sixth generation of the atmospheric general circulation model ECHAM, is
described. Major changes with respect to its predecessor affect the representation of …

[HTML][HTML] The community climate system model version 4

PR Gent, G Danabasoglu, LJ Donner… - Journal of …, 2011 - journals.ametsoc.org
The fourth version of the Community Climate System Model (CCSM4) was recently
completed and released to the climate community. This paper describes developments to all …

The Norwegian Earth System Model, NorESM1-M–Part 1: description and basic evaluation of the physical climate

M Bentsen, I Bethke, JB Debernard… - Geoscientific Model …, 2013 - gmd.copernicus.org
The core version of the Norwegian Climate Center's Earth System Model, named NorESM1-
M, is presented. The NorESM family of models are based on the Community Climate System …

[HTML][HTML] The MJO as a dispersive, convectively coupled moisture wave: Theory and observations

ÁF Adames, D Kim - Journal of the Atmospheric Sciences, 2016 - journals.ametsoc.org
The MJO as a Dispersive, Convectively Coupled Moisture Wave: Theory and Observations in:
Journal of the Atmospheric Sciences Volume 73 Issue 3 (2016) Jump to Content Jump to Main …