Differentiable modelling to unify machine learning and physical models for geosciences

C Shen, AP Appling, P Gentine, T Bandai… - Nature Reviews Earth & …, 2023 - nature.com
Process-based modelling offers interpretability and physical consistency in many domains of
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …

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 …

[HTML][HTML] Global carbon budget 2021

P Friedlingstein, MW Jones, M O'Sullivan… - Earth System …, 2022 - essd.copernicus.org
Accurate assessment of anthropogenic carbon dioxide (CO 2) emissions and their
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …

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 …

CMIP6 simulations with the CMCC Earth system model (CMCC‐ESM2)

T Lovato, D Peano, M Butenschön… - Journal of Advances …, 2022 - Wiley Online Library
This article introduces the second generation CMCC Earth System Model (CMCC‐ESM2)
that extends a number of marine and terrestrial biogeochemical processes with respect to its …

Global carbon budget 2023

P Friedlingstein, M O'sullivan, MW Jones… - Earth System …, 2023 - essd.copernicus.org
Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …

[HTML][HTML] Global carbon budget 2022

P Friedlingstein, M O'sullivan, MW Jones… - Earth System …, 2022 - essd.copernicus.org
Accurate assessment of anthropogenic carbon dioxide (CO 2) emissions and their
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …

Influence of diatom diversity on the ocean biological carbon pump

P Tréguer, C Bowler, B Moriceau, S Dutkiewicz… - Nature …, 2018 - nature.com
Diatoms sustain the marine food web and contribute to the export of carbon from the surface
ocean to depth. They account for about 40% of marine primary productivity and particulate …

Metabolic and biogeochemical consequences of viral infection in aquatic ecosystems

AE Zimmerman, C Howard-Varona… - Nature Reviews …, 2020 - nature.com
Ecosystems are controlled by 'bottom-up'(resources) and 'top-down'(predation) forces. Viral
infection is now recognized as a ubiquitous top-down control of microbial growth across …

Evaluation of CNRM Earth system model, CNRM‐ESM2‐1: Role of Earth system processes in present‐day and future climate

R Séférian, P Nabat, M Michou… - Journal of Advances …, 2019 - Wiley Online Library
This study introduces CNRM‐ESM2‐1, the Earth system (ES) model of second generation
developed by CNRM‐CERFACS for the sixth phase of the Coupled Model Intercomparison …