Evidence map›Paper›PMID 41723129›Full record

ArticleNature communications2026

Plant diversity's positive effect on soil respiration diminishes with increasing productivity in global forests.

Benjamin Laffitte, Zhihan Yang, Jinshi Jian, Philippe Ciais, Lei Chen, Yunfeng Yang, Xinli Chen, Ni Huang, Tao Zhou, Xiangjun Pei and 1 more

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. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Benjamin LaffitteState Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, China.ORCID http://orcid.org/0000-0002-0517-323X
Zhihan YangFaculty of Geosciences and Engineering, Southwest Jiaotong University, Chengdu, China.
Jinshi JianState Key Laboratory of Soil and Water Conservation and Desertification Control, College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, China.
Philippe CiaisLaboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris Saclay, Gif-sur-Yvette, France.ORCID http://orcid.org/0000-0001-8560-4943
Lei ChenKey Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China.ORCID http://orcid.org/0000-0001-7011-8782
Yunfeng YangInstitute of Environment and Ecology, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China.
Xinli ChenState Key Laboratory of Subtropical Silviculture, Zhejiang A & F University, Hangzhou, China.
Ni HuangKey Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0001-9109-8610
Tao ZhouSatellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China.
Xiangjun PeiState Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, China. pxj@cdut.edu.cn.ORCID http://orcid.org/0009-0007-6529-2605
Xiaolu TangState Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, China. lxtt2010@163.com.ORCID http://orcid.org/0000-0001-5079-7650

Funding

National Natural Science Foundation of China (National Science Foundation of China) 32271856
6 · The paper itself

Abstract

Plant diversity is essential for regulating ecosystem functions, yet its global-scale relationship with soil respiration, a critical component of the carbon cycle, remains unexplored. While plant productivity modulates ecosystem processes, understanding how plant species richness regulates soil respiration across net primary production gradients is key to predicting carbon-climate feedbacks. Here, we integrate two global plant species richness datasets (tree species richness and vascular plant species richness, including woody and non-woody plants) with a global soil respiration dataset estimated using a deep learning model trained on 6355 field observations. We demonstrate that plant diversity enhances soil respiration in low- to mid-productivity forests (<1300 g C m

Indexed as

BiodiversityForestsPlantsSoilCarbonCarbon CycleCarbon DioxideEcosystemTreesCarbonCarbon DioxideSoil

Identifiers

PMID41723129
PMCPMC13036082

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.