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 …
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
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 …
(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 …
atmosphere‐ocean general circulation model of sixth generation jointly developed by …
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 …
and evaluated. NorESM2 is based on the second version of the Community Earth System …
Evaluation of climate models
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 …
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 …
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 …
described. Major changes with respect to its predecessor affect the representation of …
[HTML][HTML] The community climate system model version 4
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 …
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
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 …
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
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 …
Journal of the Atmospheric Sciences Volume 73 Issue 3 (2016) Jump to Content Jump to Main …