Evidence map›Paper›PMID 42530738›Full record

ArticleNeotropical entomology2026

Potential Distribution of Invasive Insect Ferrisia virgata (Hemiptera: Pseudococcidae) Under Climate Change with Implications for Management.

Xianwen Yang, Jiaqi Feng, Zhihao Xie, Fang Wang

Abstract read
PubMed Publisher
In one paragraph

Article in Neotropical entomology, 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

4 authors.

Xianwen YangMinistry of Education Key Lab of Molecular and Cellular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Hebei Key Lab of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, China.ORCID http://orcid.org/0009-0009-1603-417X
Jiaqi FengMinistry of Education Key Lab of Molecular and Cellular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Hebei Key Lab of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, China.ORCID http://orcid.org/0009-0009-9535-6467
Zhihao XieMinistry of Education Key Lab of Molecular and Cellular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Hebei Key Lab of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, China.
Fang WangMinistry of Education Key Lab of Molecular and Cellular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Hebei Key Lab of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, China. wangfang@hebtu.edu.cn.ORCID http://orcid.org/0000-0002-5758-7434

Funding

Scientific and Technological Research Fund of Hebei Normal University L2025ZD07
6 · The paper itself

Abstract

The striped mealybug, Ferrisia virgata (Cockerell), is a destructive invasive pest infesting more than 234 genera across 83 families and established in over 122 countries, posing serious threats to agriculture and forestry. To clarify the drivers governing the distribution and future dispersal risk, this study employed a Maximum Entropy (MaxEnt) model to conduct its global potential distribution under current and future climate scenarios, incorporating climate and topographic variables. The established models demonstrated strong reliability and accuracy, with an average AUC of 0.903, a mean TSS of 0.705, and only 17.08% of the total suitable habitats classified as extrapolation areas. The temperature-related variables (85.2%) were the dominant variables shaping the current potential distribution model, followed by precipitation-related variables (13.5%), while the contribution of elevation contributed only 1.3%. The current potential distribution of this pest mainly concentrated in North America, South America, Africa, Oceania, and Asia. Under future climate scenarios, the suitable habitats of F. virgata exhibited divergent invasion risks, and low-emission climate pathways could constrain the pest's long-term suitable ranges. We put forward three targeted strategies for prevention and control, existing-area governance, forward-looking early warning, and cross-regional coordinated prevention. Our findings clarify the key role of thermal conditions in driving the dispersal of F. virgata and propose targeted control strategies, thereby offering a scientific basis for the early warning and precise management of congeneric invasive insects.

Indexed as

Animal DistributionClimate ChangeHemipteraIntroduced SpeciesAnimalsEcosystemClimate scenarioInvasive pest managementSpecies distribution modelSuitable habitatTopographic factors

Identifiers

What OpenQuestion holds

Textmetadata
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.