Evidence map›Paper›PMID 38089068›Full record

ArticleGeoHealth2023

Investigating the Impact of Irrigation on Malaria Vector Larval Habitats and Transmission Using a Hydrology-Based Model.

Ai-Ling Jiang, Ming-Chieh Lee, Prashanth Selvaraj, Teshome Degefa, Hallelujah Getachew, Hailu Merga, Delenasaw Yewhalaw, Guiyun Yan, Kuolin Hsu

Abstract read
In one paragraph

Article in GeoHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. The impact of heat and cold events on direct, indirect, and intangible healthcare costs: a systematic review.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
  2. Predicting environmental suitability and future spread range ofInternational journal of applied earth observation and geoinformation : ITC journal · 2026
    Article
  3. 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

9 authors.

Ai-Ling JiangDepartment of Civil and Environmental Engineering Center for Hydrometeorology and Remote Sensing University of California Irvine Irvine CA USA.ORCID https://orcid.org/0000-0001-8738-9052
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 Irvine CA USA.ORCID https://orcid.org/0000-0002-2462-6089
Prashanth SelvarajInstitute for Disease Modeling Bill and Melinda Gates Foundation Seattle WA USA.
Teshome DegefaSchool of Medical Laboratory Sciences Institute of Health Jimma University Jimma Ethiopia.
Hallelujah GetachewSchool of Medical Laboratory Sciences Institute of Health Jimma University Jimma Ethiopia.
Hailu MergaDepartment of Epidemiology Institute of Health Jimma University Jimma Ethiopia.
Delenasaw YewhalawSchool of Medical Laboratory Sciences Institute of Health Jimma University Jimma Ethiopia.
Guiyun YanDepartment of Population Health and Disease Prevention School of Public Health Susan and Henry Samueli College of Health Sciences University of California Irvine Irvine CA USA.
Kuolin HsuDepartment of Civil and Environmental Engineering Center for Hydrometeorology and Remote Sensing University of California Irvine Irvine CA USA.

Funding

Vector Biology of Invasive Anopheles stephensi in Rural to Urban Landscapes in EthiopiaU19AI129326 · NIAID · UNIVERSITY OF CALIFORNIA-IRVINE · PI Guiyun Yan · 2017 to 2026
$19.9M
Research Training in Mosquito Genomics and Bioinformat*D43TW001505 · FIC · UNIVERSITY OF CALIFORNIA-IRVINE · PI Guiyun Yan · 2000 to 2026
$6.0M
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
FIC NIH HHS D43 TW001505NIAID NIH HHS R21 AI174183NIAID NIH HHS U19 AI129326
6 · The paper itself

Abstract

A combination of accelerated population growth and severe droughts has created pressure on food security and driven the development of irrigation schemes across sub-Saharan Africa. Irrigation has been associated with increased malaria risk, but risk prediction remains difficult due to the heterogeneity of irrigation and the environment. While investigating transmission dynamics is helpful, malaria models cannot be applied directly in irrigated regions as they typically rely only on rainfall as a source of water to quantify larval habitats. By coupling a hydrologic model with an agent-based malaria model for a sugarcane plantation site in Arjo, Ethiopia, we demonstrated how incorporating hydrologic processes to estimate larval habitats can affect malaria transmission. Using the coupled model, we then examined the impact of an existing irrigation scheme on malaria transmission dynamics. The inclusion of hydrologic processes increased the variability of larval habitat area by around two-fold and resulted in reduction in malaria transmission by 60%. In addition, irrigation increased all habitat types in the dry season by up to 7.4 times. It converted temporary and semi-permanent habitats to permanent habitats during the rainy season, which grew by about 24%. Consequently, malaria transmission was sustained all-year round and intensified during the main transmission season, with the peak shifted forward by around 1 month. Lastly, we evaluated the spatiotemporal distribution of adult vectors under the effect of irrigation by resolving habitat heterogeneity. These findings could help larval source management by identifying transmission hotspots and prioritizing resources for malaria elimination planning.

Indexed as

hydrologic modelingirrigationmalaria transmission modelingsurface water pondingvector borne diseasevector larval habitat

Identifiers

PMID38089068
PMCPMC10711417

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.