Evidence map›Paper›PMID 41680167›Full record

ArticleNature communications2026

Hydroclimate shapes photosynthetic sensitivity to cloud cover across global terrestrial ecosystems.

Hao Luo, Ana Bastos, Markus Reichstein, Gregory Duveiller, Jan Kretzschmar, Johannes Quaas

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hao LuoLeipzig Institute for Meteorology, Leipzig University, Leipzig, Germany. hao.luo@uni-leipzig.de.ORCID http://orcid.org/0000-0002-6648-4234
Ana BastosInstitute for Earth System Science and Remote Sensing, Leipzig University, Leipzig, Germany.ORCID http://orcid.org/0000-0002-7368-7806
Markus ReichsteinMax Planck Institute for Biogeochemistry, Jena, Germany.
Gregory DuveillerMax Planck Institute for Biogeochemistry, Jena, Germany.ORCID http://orcid.org/0000-0002-6471-8404
Jan KretzschmarLeipzig Institute for Meteorology, Leipzig University, Leipzig, Germany.ORCID http://orcid.org/0000-0002-8013-5831
Johannes QuaasLeipzig Institute for Meteorology, Leipzig University, Leipzig, Germany.ORCID http://orcid.org/0000-0001-7057-194X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vegetation photosynthesis primarily depends on surface energy and water availability, both of which are simultaneously regulated by clouds through radiation and precipitation, respectively. However, the net impact of cloud-induced changes in surface solar radiation and precipitation on photosynthesis remains elusive. Here, using observational- and model-based datasets spanning the past few decades, we show that, consistently across scales from site-level eddy covariance measurements to global-scale gridded datasets, the sensitivity of photosynthesis to cloud cover is spatially shaped by the hydroclimate, as quantified by the humidity index (mean annual precipitation-to-evapotranspiration ratio). Specifically, we find that in water-limited arid regions, clouds promote photosynthesis through increased precipitation, with a delayed effect typically within one month, whereas in energy-limited humid regions, they inhibit photosynthesis almost instantaneously by blocking sunlight. An annual scale spatially resolved sensitivity metric of photosynthesis to cloud cover is further examined to estimate potential changes in vegetation productivity driven by clouds. The findings indicate that, under a warming climate, particularly in the Coupled Model Intercomparison Project Phase 6 "ssp585" scenario (2015-2099), gross primary productivity is projected to decline in arid regions and increase in humid regions due to changes in cloud cover, suggesting an exacerbation of regional disparities in ecosystem functions.

Indexed as

EcosystemPhotosynthesisClimateHumidityRainSunlight

Identifiers

PMID41680167
PMCPMC12905301

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.