Spatio-Temporal Dynamics of Flood-Induced Anopheles Breeding Sites and Malaria Hotspots in Urban Abia State: A GIS-Based Cohort Study
Abstract
Background: Flooding exacerbates malaria transmission in urban sub-Saharan Africa by expanding Anopheles breeding sites, yet spatio-temporal linkages remain understudied in Nigeria’s Niger Delta.
Methods: We conducted a GIS-integrated prospective cohort study (May-October of 2024 and 2025) in flood-prone wards of Aba and Umuahia, Abia State, enrolling 600 participants (300 under-5 children, 300 pregnant women) from 500 households. Entomological surveys (n=200 sentinel sites, 48 fortnights) assessed larval/adult densities. Active surveillance detected malaria episodes using RDT/PCR. Sentinel-2-derived indices (Normalised Difference Vegetation Index [NDVI], Modified Normalised Difference Water Index [MNDWI]) informed geospatial analyses, and included Moran’s I for spatial autocorrelation and Getis-Ord Gi*, alongside Generalised Linear Mixed Model [GLMMs]. Agent-based models simulated Larval Source Management [LSM] impacts.
Results: Among 552 retained participants (92% follow-up; 552 person-years at risk [pyar]), 135 episodes of malaria occurred (incidence: 245/1,000 pyar; 95% CI: 206–286), peaking at 43–71% during floods (Plasmodium falciparum, 98%). Larval density peaked at 19.1/dip (r=0.89 with adults). Breeding sites showed moderate spatial autocorrelation (Global Moran’s I=0.32–0.38, z=3.45, p<0.001). Optimised Getis-Ord Gi* analysis detected 70 significant incidence hotspots (Gi* z-score>1.96; 14% households near the Imo River accounting for 62% episodes despite 28% area coverage). GLMMs (pseudo-R²=0.52) linked MNDWI (incidence rate ratio [IRR] 2.18, 95% CI: 1.45–3.28), fortnightly cumulative rainfall (IRR 1.25 per 100 mm increase, 95% CI: 1.12-1.39), and NDVI (IRR 0.45 per 0.1-unit increase) to malaria incidence, and ITN use protected from malaria (IRR 0.70). LSM simulations with Bacillus thuringiensis israelensis [Bti] larviciding targeted at hotspots projected a 42% reduction in malaria incidence (95% CrI: 35-49%).
Conclusions: Flood metrics generated clustered hotspots in urban Abia and amplified vulnerability among children and low-income groups. Targeted Bti larviciding using GIS could avert up to 42% malaria incidence, and this should inform Nigeria’s malaria elimination programming amid climate risks. Integrated hydrogeomorphic vector surveillance is essential for equity-driven malaria control in Sub-Saharan Africa.
Similar Articles
- Joy Iganya Agene, Onoja Sunday, Akintunde Elijah, Ugese Ayangeaor Andrew, Kebiru Umoru, Aku Umaku Esther, Ombugu Gideon, Impact of Urbanization on Agriculture and Wetland Management in Makurdi LGA of Benue State, Nigeria , Hensard Journal of Environment: Vol. 1 No. 2 (2026): Vol. 1 No. 2 (2026): Hensard Journal of Environment – Volume 1 Issue 2
- Zubairul Islam, Kebiru, Odiljon Tobirov, A'zamjon Jabborov, Geospatial Analysis of Access from Buildings to Health Facilities in Bayelsa, Nigeria , Hensard Journal of Environment: Vol. 1 No. 1 (2025): Hensard Journal of Environment – Volume 1 Issue 1
- Zubairul Islam, Kebiru Omoru, Jaspal Singh, Ravi Gangwar, Anamika Agarwal, Gaurav Bhushan, Sameer Chandra, Geospatial Analysis of Landuse and Landcover change during 2001-2022, Nigeria , Hensard Journal of Environment: Vol. 1 No. 1 (2025): Hensard Journal of Environment – Volume 1 Issue 1
- Nuhu Daura, Rabiu Muhammed, Contemporary Issues in Construction Wastes Management in Abuja Federal Capital Territory, Nigeria , Hensard Journal of Environment: Vol. 1 No. 1 (2025): Hensard Journal of Environment – Volume 1 Issue 1
- La’ah, D, Bartholomew, B., Aluwong, J.S., Sheyin E.A., Forecasting Future Output Trends of Selected Food Grains in Nigeria Using an Autoregressive Integrated Moving Average Model , Hensard Journal of Environment: Vol. 1 No. 2 (2026): Vol. 1 No. 2 (2026): Hensard Journal of Environment – Volume 1 Issue 2
- Shammah Ndubuisi, Adaobi Stephanie Nwosi-Anele, Ibikunle Frank A, Sustainable Offshore Energy Operations in Europe: Leveraging AI for Resilient Supply Chains and Asset Management , Hensard Journal of Environment: Vol. 1 No. 2 (2026): Vol. 1 No. 2 (2026): Hensard Journal of Environment – Volume 1 Issue 2
- Victor Okoromah, Shammah Ndubuisi, Emeline Temple, Evaluating the Influence of Noncondensable Impurities on Multiphase CO2 Flow Behaviour in Pipelines , Hensard Journal of Environment: Vol. 1 No. 2 (2026): Vol. 1 No. 2 (2026): Hensard Journal of Environment – Volume 1 Issue 2
- Ghaji Hauwa Bamanga, Edicha, J. A., Site-Specific Nutrients Cycling in Manage Recreational Ecosystem of Sarius Palmetium Botanical Garden, Maitama, Abuja, Nigeria. , Hensard Journal of Environment: Vol. 1 No. 1 (2025): Hensard Journal of Environment – Volume 1 Issue 1
- Francis IBIKUNLE, Kebiru Umoru, Survey of Key Technological Innovations in Advanced Solar Panel Designs for Agro-Photovoltaic Systems , Hensard Journal of Environment: Vol. 1 No. 1 (2025): Hensard Journal of Environment – Volume 1 Issue 1
You may also start an advanced similarity search for this article.
