Satellite‐Constrained Reanalysis Reveals CO <sub>2</sub> Versus Climate Process Compensation Across the Global Land Carbon Sink

Abstract Terrestrial ecosystems annually absorb % of anthropogenic C emissions. The degrees to which contemporary and climate trends drive this absorption are uncertain, as are the governing mechanisms. To reduce uncertainty, we use Bayesian model‐data integration (CARbon DAta MOdel fraMework) to retrieve a terrestrial biosphere reanalysis where Earth Observations optimally inform mechanistic model processes: observations include satellite‐ and inventory‐based constraints on distributions and change in terrestrial C (including live biomass, dead organic C, and land‐atmosphere exchanges) and underlying mechanisms (including photosynthesis, deforestation, water storage anomalies, and fire). We find that the impact of 2001–2021's atmospheric increase on terrestrial C (+39.4 PgC) opposes and far outweighs the impact of climate trends over this period (10.5 PgC). Globally, C gains are mostly attributable to live biomass growth (+31.2 PgC), while ‐induced dead organic C gains (+7.8 PgC) are compensated by climate‐induced losses (8.8 PgC). The distribution of compensating dead C changes induces an aggregate shift in dead C from high‐ and mid‐latitudes (3.5 PgC) to tropical ecosystems (+2.6 PgC). We additionally find global residence time reductions attributable to (2.6%) and climate (1.3%) reflected across latitudes, irrespective of reservoir C changes. In aggregate, these changes reveal an acceleration and redistribution of terrestrial C stores in response to and climate trends, which together reflect a gradual but fundamental reorganization of the terrestrial C cycle. Tracking this reorganization—through robust and continual diagnosis of ecosystem function—is essential for accurately resolving the compensating dynamics governing the strength and resilience of the terrestrial C sink.

Authors

Institutions

Publication Details

Journal
AGU Advances
Published
2025-09-04
DOI
https://doi.org/10.1029/2025av001689
Citations
3
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
3.32

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Satellite‐Constrained Reanalysis Reveals CO 2 Versus Climate Process Compensation Across the Global Land Carbon Sink

Alexandra G. Konings, Paul A. Levine, Renato K. Braghiere, Yan Yang et al.
3 citations
AGU Advances
Atmospheric and Environmental Gas Dynamics
3.32
article

Satellite‐Constrained Reanalysis Reveals CO 2 Versus Climate Process Compensation Across the Global Land Carbon Sink

Alexandra G. Konings, Paul A. Levine, Renato K. Braghiere, Yan Yang, Marcos Longo, Yanghui Kang, Yanlan Liu, Sassan Saatchi, M. Worden, Shuang Ma, Alex Patton, K. W. Bowman, Michael O’Sullivan, A. Anthony Bloom, David Schimel, Gregory R. Quetin, Charles E. Miller, Alexander Norton, Sudhanshu Pandey, Junjie Liu, T. Eren Bilir
article en
3 citations

Abstract

Abstract Terrestrial ecosystems annually absorb % of anthropogenic C emissions. The degrees to which contemporary and climate trends drive this absorption are uncertain, as are the governing mechanisms. To reduce uncertainty, we use Bayesian model‐data integration (CARbon DAta MOdel fraMework) to retrieve a terrestrial biosphere reanalysis where Earth Observations optimally inform mechanistic model processes: observations include satellite‐ and inventory‐based constraints on distributions and change in terrestrial C (including live biomass, dead organic C, and land‐atmosphere exchanges) and underlying mechanisms (including photosynthesis, deforestation, water storage anomalies, and fire). We find that the impact of 2001–2021's atmospheric increase on terrestrial C (+39.4 PgC) opposes and far outweighs the impact of climate trends over this period (10.5 PgC). Globally, C gains are mostly attributable to live biomass growth (+31.2 PgC), while ‐induced dead organic C gains (+7.8 PgC) are compensated by climate‐induced losses (8.8 PgC). The distribution of compensating dead C changes induces an aggregate shift in dead C from high‐ and mid‐latitudes (3.5 PgC) to tropical ecosystems (+2.6 PgC). We additionally find global residence time reductions attributable to (2.6%) and climate (1.3%) reflected across latitudes, irrespective of reservoir C changes. In aggregate, these changes reveal an acceleration and redistribution of terrestrial C stores in response to and climate trends, which together reflect a gradual but fundamental reorganization of the terrestrial C cycle. Tracking this reorganization—through robust and continual diagnosis of ecosystem function—is essential for accurately resolving the compensating dynamics governing the strength and resilience of the terrestrial C sink.

AGU AdvancesVol. 6(5)
Australian National University (AU), California Institute of Technology (US), Jet Propulsion Laboratory (US), Lawrence Berkeley National Laboratory (US), University of California, Santa Barbara (US), University of California, Los Angeles (US), University of Exeter (GB), The Ohio State University (US), Virginia Tech (US), University of California, Berkeley (US), Stanford University (US)
National Science Foundation, National Aeronautics and Space Administration, Alfred P. Sloan Foundation
Openalex Percentile: Top 8%
Atmospheric and Environmental Gas Dynamics
3.32
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.