Evidence map›Paper›PMID 41767644›Full record

ArticleInternational journal of applied earth observation and geoinformation : ITC journal2026

Predicting environmental suitability and future spread range of

Jinyang Li, Ming-Chieh Lee, Ai-Ling Jiang, Guiyun Yan, Kuolin Hsu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of applied earth observation and geoinformation : ITC journal, 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

5 authors.

Jinyang LiDepartment of Civil and Environmental Engineering, Center for Hydrometeorology and Remote Sensing, University of California, Irvine, CA, USA.ORCID 0009-0003-6456-354X
Ming-Chieh LeeDepartment of Population Health and Disease Prevention, School of Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA, USA.
Ai-Ling JiangDepartment of Civil and Environmental Engineering, Center for Hydrometeorology and Remote Sensing, University of California, Irvine, CA, USA.ORCID 0000-0001-8738-9052
Guiyun YanDepartment of Population Health and Disease Prevention, School of Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA, USA.
Kuolin HsuDepartment of Civil and Environmental Engineering, Center for Hydrometeorology and Remote Sensing, University of California, Irvine, CA, USA.

Funding

Vector Biology of Invasive Anopheles stephensi in Rural to Urban Landscapes in EthiopiaU19AI129326 · NIAID · UNIVERSITY OF CALIFORNIA-IRVINE · PI Ming-Chieh Lee · 2017 to 2026
$19.9M
A Novel Hydrology-based Malaria Transmission Model and Field ApplicationsR21AI174183 · NIAID · UNIVERSITY OF CALIFORNIA-IRVINE · PI HSU, KUO-LIN, YAN, GUIYUN · 2023 to 2024
$418k
NIAID NIH HHS R21 AI174183NIAID NIH HHS U19 AI129326
6 · The paper itself

Abstract

Malaria, a life-threatening disease, remains a major global health challenge, particularly in Africa. While

Indexed as

Ensemble modelingEnvironmental suitabilityMalariaMosquito spread dynamicsRemote sensing

Identifiers

PMID41767644
PMCPMC12948167

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.