ArticleMalaria journal2017
Temporal dynamic of malaria in a suburban area along the Niger River.
Article in Malaria journal, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 40 citations in OpenAlex.
- Climate variability and malaria incidence trends in Yumbe District, West Nile Sub-region of Uganda (2017-2021).Malaria journal · 2026Article
- Climate change and malaria: an old enemy of Africa is back.BMC public health · 2025Article
- Spatio-temporal dynamics of malaria incidence in children under five years of age and correlation with meteorological variability in the North and Far North regions of Cameroon between 2015-2022.Parasite epidemiology and control · 2025Article
- Environmental and socio-economic determinants of malaria transmission in West Africa: a systematic review.One health outlook · 2025Review
- Geo-epidemiological risk stratification to select malaria interventions, case of Mali.PLOS global public health · 2025Article
- Geo-temporal study of clinical malaria in an endemic zone in southern Mali: The case of the Kolondieba health district from 2019 to 2021.MalariaWorld journal · 2025Article
- Integration of sentinel surveillance and climate factors to accelerate malaria elimination in a changing climate of Senegal.Science in One Health · 2025Article
- Spatio-Temporal Variability of Malaria Incidence in the Health District of Kati, Mali, 2015-2019.International journal of environmental research and public health · 2022Article
- Sub-national tailoring of seasonal malaria chemoprevention in Mali based on malaria surveillance and rainfall data.Parasites & vectors · 2022Article
- Genome-wide SNP analysis ofFrontiers in genetics · 2022Article
- Spatio-temporal analysis and prediction of malaria cases using remote sensing meteorological data in Diébougou health district, Burkina Faso, 2016-2017.Scientific reports · 2021Article
- Evaluating COVID-19 reporting data in the context of testing strategies across 31 low- and middle-income countries.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2021Article
- Evolution of Malaria Incidence in Five Health Districts, in the Context of the Scaling Up of Seasonal Malaria Chemoprevention, 2016 to 2018, in Mali.International journal of environmental research and public health · 2021Article
- Evaluating the Effects of Climate and Environmental Factors on Under-5 Children Malaria Spatial Distribution Using Generalized Additive Models (GAMs).Journal of epidemiology and global health · 2020Article
- Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali.International journal of environmental research and public health · 2020Article
- Spatio-temporal variation of malaria hotspots in Central Senegal, 2008-2012.BMC infectious diseases · 2020Article
- Application of Functional Data Analysis to Identify Patterns of Malaria Incidence, to Guide Targeted Control Strategies.International journal of environmental research and public health · 2020Article
- Geo-Epidemiology of Malaria at the Health Area Level, Dire Health District, Mali, 2013-2017.International journal of environmental research and public health · 2020Article
- Climate Variability and Malaria over West Africa.The American journal of tropical medicine and hygiene · 2020Article
- Clustering of asymptomatic Plasmodium falciparum infection and the effectiveness of targeted malaria control measures.Malaria journal · 2020Article
Corrections and comments
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Authors and funding
11 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEven if rainfall and temperature are factors classically associated to malaria, little is known about other meteorological factors, their variability and combinations related to malaria, in association with river height variations. Furthermore, in suburban area, urbanization and growing population density should be assessed in relation to these environmental factors. The aim of this study was to assess the impact of combined environmental, meteorological and hydrological factors on malaria incidence through time in the context of urbanization.
methodsPopulation observational data were prospectively collected. Clinical malaria was defined as the presence of parasites in addition to clinical symptoms. Meteorological and hydrological factors were measured daily. For each factors variation indices were estimated. Urbanization was yearly estimated assessing satellite imaging and field investigations. Principal component analysis was used for dimension reduction and factors combination. Lags between malaria incidences and the main components were assessed by cross-correlation functions. Generalized additive model was used to assess relative impact of different environmental components, taking into account lags, and modelling non-linear relationships. Change-point analysis was used to determine transmission periods within years.
resultsMalaria incidences were dominated by annual periodicity and varied through time without modification of the dynamic, with no impact of the urbanization. The main meteorological factor associated with malaria was a combination of evaporation, humidity and rainfall, with a lag of 3 months. The relationship between combined temperature factors showed a linear impact until reaching high temperatures limiting malaria incidence, with a lag 3.25 months. Height and variation of the river were related to malaria incidence (respectively 6 week lag and no lag).
conclusionsThe study emphasizes no decreasing trend of malaria incidence despite accurate access to care and control strategies in accordance to international recommendations. Furthermore, no decreasing trend was showed despite the urbanization of the area. Malaria transmission remain increase 3 months after the beginning of the dry season. Addition to evaporation versus humidity/rainfall, nonlinear relationship for temperature and river height and variations have to be taken into account when implementing malaria control programmes.
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