Evidence map›Paper›PMID 41965686›Full record

ArticleMalaria journal2026

Seasonal variation in aquatic habitat availability and use by the malaria vector, Anopheles funestus.

Najat F Kahamba, Khamisi Kifungo, Mohammed Jumanne, Fedra Trujillano, Marceline F Finda, Betwel Msugupakulya, Francesco Baldini, Luca Nelli, Fredros O Okumu, Heather M Ferguson

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Article in Malaria journal, 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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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Najat F KahambaEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania. nkahamba@ihi.or.tz.
Khamisi KifungoEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
Mohammed JumanneEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
Fedra TrujillanoSchool of Biodiversity One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK.
Marceline F FindaEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
Betwel MsugupakulyaEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
Francesco BaldiniEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
Luca NelliSchool of Biodiversity One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK.
Fredros O OkumuEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
Heather M FergusonEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.

Funding

African Research Leaders Award MR/T008873/1Gates Foundation INV-002138
6 · The paper itself

Abstract

backgroundLarval source management (LSM) can be highly effective for controlling malaria vectors such as Anopheles funestus s.s., which typically exploit large and permanent aquatic habitats. While these habitats can persist year-round in endemic regions of Africa, their availability and use shift between wet and dry seasons. Understanding these seasonal changes is essential for identifying the habitats that sustain vector populations and for determining when and where LSM would be most effective.

methodsWe investigated the availability and use of An. funestus larval habitats across wet and dry seasons in south-eastern Tanzania, and the environmental factors that influence these patterns. Cross-sectional surveys were conducted in five villages during the dry season (September-November 2021) and rainy season (February-May 2022) to map and characterize aquatic habitats and identify those colonized by An. funestus.

resultsIn total, 2824 aquatic habitats were identified, of which 27% were positive for An. funestus. Remotely sensed land cover data and directly measured habitat characteristics were incorporated into generalized linear mixed models to evaluate seasonal and environmental predictors of larval presence and abundance. Larval occurrence and density were significantly influenced by habitat type, village, season, and their interactions, as well as by key physicochemical factors including water depth, vegetation type, algae, water clarity, and water source. An. funestus was commonly found in river streams, ground pools, and ditches across both seasons. During the wet season, however, it also occupied spring-fed wells, rice fields, and dug pits, indicating broader habitat use.

conclusionThese findings demonstrate a clear seasonal shift in larval habitat use by An. funestus, reflecting its ecological adaptability. While the species generally favors permanent habitats, its expanded use of diverse sites in the wet season has important implications for LSM. Targeting persistent habitats during the dry season may offer a more efficient and feasible window for implementing this intervention.

Indexed as

AnophelesEcosystemMosquito VectorsSeasonsAnimalsCross-Sectional StudiesLarvaMalariaTanzaniaAnopheles funestusAquatic habitatsKilombero ValleyLarval source managementMalariaRemote sensingSeasonal variationTanzania

Identifiers

PMID41965686
PMCPMC13185408

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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.