Forcing dataset updates impact regional but not global Earth radiation budget trends in the GFDL AM4 climate model

Abstract The availability of up-to-date forcing datasets is critical for reconciling Earth system model simulations with contemporary observations. With the newly released CMIP7 forcing dataset, which extends the historical record through 2021, this study provides the first systematic evaluation of how using updated forcings over the “middle-of-the-road” SSP2-4.5 scenario forcings influences the simulated radiation budget. The updated forcing dataset used in the atmosphere model does not improve the agreement between the simulated global-mean top-of-the-atmosphere radiation trends and the satellite-observed trends. Regionally, we identify pronounced shifts in radiative energy partitioning between atmosphere and surface. Specifically, during 2001 ~ 2021, accelerated reductions in sulfate and black carbon aerosols over East Asia drive a significant decline in atmospheric solar absorption that matches observations, while a substantial increase in organic aerosols at higher latitudes induces a localized increase in atmospheric absorption that does not match observations. The substantial influence of localized forcing changes on simulated regional climate underscores the necessity for routine updates of forcing datasets.

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Journal
Proceedings of the National Academy of Sciences
Published
2026-11-03
DOI
https://doi.org/10.1073/pnas.2611210123
Primary Topic
Climate variability and models
Type
article
Field-Weighted Citation Impact
0.00

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article

Forcing dataset updates impact regional but not global Earth radiation budget trends in the GFDL AM4 climate model

Vaishali Naïk, Chongxing Fan, Ryan J. Kramer, David J. Paynter
3 links
Proceedings of the National Academy of Sciences
Climate variability and models
article

Forcing dataset updates impact regional but not global Earth radiation budget trends in the GFDL AM4 climate model

Vaishali Naïk, Chongxing Fan, Ryan J. Kramer, David J. Paynter
article en

Abstract

Abstract The availability of up-to-date forcing datasets is critical for reconciling Earth system model simulations with contemporary observations. With the newly released CMIP7 forcing dataset, which extends the historical record through 2021, this study provides the first systematic evaluation of how using updated forcings over the “middle-of-the-road” SSP2-4.5 scenario forcings influences the simulated radiation budget. The updated forcing dataset used in the atmosphere model does not improve the agreement between the simulated global-mean top-of-the-atmosphere radiation trends and the satellite-observed trends. Regionally, we identify pronounced shifts in radiative energy partitioning between atmosphere and surface. Specifically, during 2001 ~ 2021, accelerated reductions in sulfate and black carbon aerosols over East Asia drive a significant decline in atmospheric solar absorption that matches observations, while a substantial increase in organic aerosols at higher latitudes induces a localized increase in atmospheric absorption that does not match observations. The substantial influence of localized forcing changes on simulated regional climate underscores the necessity for routine updates of forcing datasets.

Proceedings of the National Academy of SciencesVol. 123(45)
National Oceanic and Atmospheric Administration (US), NOAA Geophysical Fluid Dynamics Laboratory (US), Princeton University (US)
National Oceanic and Atmospheric Administration
Climate action
Openalex Percentile: Top 72%
Climate variability and models
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Forcing dataset updates impact regional but not global Earth radiation budget trends in the GFDL AM4 climate model — Vaishali Naïk, Chongxing Fan, et al. · Proceedings of the National Academy of Sciences (2026) | TGRS Research Map | TGRS