Differentiable modelling to unify machine learning and physical models for geosciences
Process-based modelling offers interpretability and physical consistency in many domains of
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …
Tracking improvement in simulated marine biogeochemistry between CMIP5 and CMIP6
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 …
have been mapped between CMIP5 and CMIP6 model versions, and an assessment made …
[HTML][HTML] Global carbon budget 2021
Accurate assessment of anthropogenic carbon dioxide (CO 2) emissions and their
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …
Presentation and evaluation of the IPSL‐CM6A‐LR climate model
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 …
Simon Laplace (IPSL) to study natural climate variability and climate response to natural and …
CMIP6 simulations with the CMCC Earth system model (CMCC‐ESM2)
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 …
that extends a number of marine and terrestrial biogeochemical processes with respect to its …
Global carbon budget 2023
Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …
[HTML][HTML] Global carbon budget 2022
Accurate assessment of anthropogenic carbon dioxide (CO 2) emissions and their
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …
redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate …
Influence of diatom diversity on the ocean biological carbon pump
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 …
ocean to depth. They account for about 40% of marine primary productivity and particulate …
Metabolic and biogeochemical consequences of viral infection in aquatic ecosystems
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 …
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 …
developed by CNRM‐CERFACS for the sixth phase of the Coupled Model Intercomparison …