Evidence map›Paper›PMID 35995796›Full record

SynthesisNature communications2022

Global systematic review with meta-analysis reveals yield advantage of legume-based rotations and its drivers.

Jie Zhao, Ji Chen, Damien Beillouin, Hans Lambers, Yadong Yang, Pete Smith, Zhaohai Zeng, Jørgen E Olesen, Huadong Zang

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed, 2 pooled it
–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

39 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Review
  5. Rhizodeposition Drives One Third of Belowground Carbon Input in Agroecosystems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  6. Review
  7. Review
  8. Article
  9. Article
  10. Review
  11. Article
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  14. Saline-alkali resilience: the role of Trametes NF1 in promoting alfalfa growth and salinity tolerance.International microbiology : the official journal of the Spanish Society for Microbiology · 2025
    Article
  15. Review
  16. Article
  17. Article
  18. Mobile gene clusters and coexpressed plant-rhizobium pathways drive partner quality variation in symbiosis.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
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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

9 authors.

Jie ZhaoCollege of Agronomy and Biotechnology, China Agricultural University, Beijing, China.
Ji ChenDepartment of Agroecology, Aarhus University, Blichers Allé 20, 8830, Tjele, Denmark.ORCID 0000-0001-7026-6312
Damien BeillouinCIRAD, UPR HORTSYS, Montpellier, France.ORCID 0000-0003-2014-3482
Hans LambersSchool of Biological Sciences and Institute of Agriculture, The University of Western Australia, 35 Stirling Highway, Crawley (Perth), WA, 6009, Australia.ORCID 0000-0002-4118-2272
Yadong YangCollege of Agronomy and Biotechnology, China Agricultural University, Beijing, China.
Pete SmithInstitute of Biological and Environmental Sciences, University of Aberdeen, 23 St Machar Drive, AB24 3UU, Aberdeen, UK.ORCID 0000-0002-3784-1124
Zhaohai ZengCollege of Agronomy and Biotechnology, China Agricultural University, Beijing, China. zengzhaohai@cau.edu.cn.ORCID 0000-0002-5262-9367
Jørgen E OlesenDepartment of Agroecology, Aarhus University, Blichers Allé 20, 8830, Tjele, Denmark.ORCID 0000-0002-6639-1273
Huadong ZangCollege of Agronomy and Biotechnology, China Agricultural University, Beijing, China. zanghuadong@cau.edu.cn.ORCID 0000-0002-2008-143X

Funding

Biotechnology and Biological Sciences Research Council BB/N013484/1
6 · The paper itself

Abstract

Diversified cropping systems, especially those including legumes, have been proposed to enhance food production with reduced inputs and environmental impacts. However, the impact of legume pre-crops on main crop yield and its drivers has never been systematically investigated in a global context. Here, we synthesize 11,768 yield observations from 462 field experiments comparing legume-based and non-legume cropping systems and show that legumes enhanced main crop yield by 20%. These yield advantages decline with increasing N fertilizer rates and crop diversity of the main cropping system. The yield benefits are consistent among main crops (e.g., rice, wheat, maize) and evident across pedo-climatic regions. Moreover, greater yield advantages (32% vs. 7%) are observed in low- vs. high-yielding environments, suggesting legumes increase crop production with low inputs (e.g., in Africa or organic agriculture). In conclusion, our study suggests that legume-based rotations offer a critical pathway for enhancing global crop production, especially when integrated into low-input and low-diversity agricultural systems.

Indexed as

FabaceaeAgricultureCrop ProductionCrops, AgriculturalFertilizersVegetablesFertilizers

Identifiers

PMID35995796
PMCPMC9395539

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.