Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Tracking improvement in simulated marine biogeochemistry between CMIP5 and CMIP6

R Séférian, S Berthet, A Yool, J Palmiéri, L Bopp… - Current Climate Change …, 2020 - Springer
Abstract Purpose of Review The changes or updates in ocean biogeochemistry component
have been mapped between CMIP5 and CMIP6 model versions, and an assessment made …

Presentation and evaluation of the IPSL‐CM6A‐LR climate model

O Boucher, J Servonnat, AL Albright… - Journal of Advances …, 2020 - Wiley Online Library
This study presents the global climate model IPSL‐CM6A‐LR developed at Institut Pierre‐
Simon Laplace (IPSL) to study natural climate variability and climate response to natural and …

Human influence on the climate system (Chapter 3)

V Eyring, NP Gillett, KM Achuta Rao, R Barimalala… - 2021 - pure.iiasa.ac.at
The AR5 concluded that human influence on the climate system is clear, evident from
increasing greenhouse gas concentrations in the atmosphere, positive radiative forcing …

UKESM1: Description and evaluation of the UK Earth System Model

AA Sellar, CG Jones, JP Mulcahy… - Journal of Advances …, 2019 - Wiley Online Library
We document the development of the first version of the UK Earth System Model UKESM1.
The model represents a major advance on its predecessor HadGEM2‐ES, with …

[HTML][HTML] Description and basic evaluation of simulated mean state, internal variability, and climate sensitivity in MIROC6

H Tatebe, T Ogura, T Nitta, Y Komuro… - Geoscientific Model …, 2019 - gmd.copernicus.org
The sixth version of the Model for Interdisciplinary Research on Climate (MIROC), called
MIROC6, was cooperatively developed by a Japanese modeling community. In the present …

Framing, Context, and Methods (Chapter 1)

D Chen, M Rojas, BH Samset, K Cobb… - 2021 - pure.iiasa.ac.at
Working Group I (WGI) of the Intergovernmental Panel on Climate Change (IPCC) assesses
the current evidence on the physical science of climate change, evaluating knowledge …

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 …

The DOE E3SM coupled model version 1: Overview and evaluation at standard resolution

JC Golaz, PM Caldwell, LP Van Roekel… - Journal of Advances …, 2019 - Wiley Online Library
This work documents the first version of the US Department of Energy (DOE) new Energy
Exascale Earth System Model (E3SMv1). We focus on the standard resolution of the fully …

Confronting the challenge of modeling cloud and precipitation microphysics

H Morrison, M van Lier‐Walqui… - Journal of advances …, 2020 - Wiley Online Library
In the atmosphere, microphysics refers to the microscale processes that affect cloud and
precipitation particles and is a key linkage among the various components of Earth's …