Evidence map›Paper›PMID 42374621›Full record

ArticlePest management science2026

Human activities and climatic factors drive decoupling effects of parasitoids-invasive agromyzid leafminers.

Zhenan Jin, Haoxiang Zhao, Shiwei Yuan, Lan Huang, Weijie Wan, Sujie Du, Hongkun Huang, Fanhao Wan, Jianyang Guo, Wanxue Liu

Abstract read
In one paragraph

Article in Pest management science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Zhenan JinState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.ORCID https://orcid.org/0009-0005-6178-5854
Haoxiang ZhaoState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.
Shiwei YuanState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.
Lan HuangState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.
Weijie WanState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.ORCID https://orcid.org/0009-0007-2972-3009
Sujie DuState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.
Hongkun HuangRural Energy and Environment Agency, Ministry of Agriculture and Rural Affairs, Beijing, China.
Fanhao WanState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.
Jianyang GuoState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.
Wanxue LiuState Key Laboratory for Biology of Plant Diseases and Insect Pests, Key Laboratory for Prevention and Control of Invasive Alien Species of Ministry of Agriculture and Rural Affairs, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China.

Funding

National Key Research and Development Program of China
6 · The paper itself

Abstract

backgroundHuman activities disrupt the parasitoid-mediated control of invasive alien species by fragmenting habitats and intensifying temperature-driven pest proliferation. However, the synergistic effects of changes in human-modified landscapes and climatic gradients on parasitoid-herbivore interactions remain underexplored, limiting integrated pest management. Here, we mapped the habitat suitability and dispersal-risk corridors of two invasive agromyzid leafminers (Liriomyza sativae and Liriomyza trifolii) and evaluated the effects of human activities and climate on the spatial association patterns of parasitoids-agromyzid leafminers on Hainan Island.

resultsThe core risk patches and high-risk dispersal corridors of the two species were concentrated in towns and cultivated crop-growing areas in the northern plains and coastal regions, underscoring the key role of human activities in driving pest establishment and dispersal. As the temperature increased, human activities reduced the spatial association between agromyzid leafminers and parasitoids. In contrast, land use intensity strengthened their spatial association, likely indicating a trade-off between habitat fragmentation and cropland resource diversity in the spatial association patterns of these two populations.

conclusionsOur study reveals that human activities and climatic factors synergistically reduce spatial association patterns between parasitoids and invasive agromyzid leafminers. This pattern highlights a novel mechanism underlying pest-natural enemy mismatches and provides a conceptual basis for landscape-level strategies to enhance biological control. © 2026 Society of Chemical Industry.

Indexed as

Animal DistributionClimateDipteraHuman ActivitiesIntroduced SpeciesPest Control, BiologicalWaspsAnimalsChinaEcosystemHumansTemperaturedispersal risk corridorsecological regulationhuman‐mediatedland‐use intensityLiriomyza sativaeLiriomyza trifoliiparasitoidssuitable habitats

Identifiers

PMID42374621
PMCPMC13569352

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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.