It is widely accepted that climate affects the mosquito life history traits; however, its precise role in determining mosquito distribution and population dynamics is not fully understood. This study aimed to investigate the influence of various climatic factors on the temporal distribution of populations in Mamfene, South Africa between 2014 and 2019. Time series analysis, wavelet analysis, cross-correlation analysis, and regression model combined with the autoregressive integrated moving average (ARIMA) model were utilized to assess the relationship between climatic factors and population density. In total 3826 adult collected was used for the analysis. ARIMA (0, 1, 2) (0, 0, 1) models closely described the trends observed in population density and distribution. The wavelet coherence and time-lagged correlation analysis showed positive correlations between population density and temperature (r = 0.537 ), humidity (r = 0.495) and rainfall (r = 0.298) whilst wind showed negative correlations (r = -0.466). The regression model showed that temperature ( = 0.00119), rainfall ( = 0.0436), and humidity ( = 0.0441) as significant predictors for forecasting abundance. The extended ARIMA model (AIC = 102.08) was a better fit for predicting abundance compared to the basic model. still remains the predominant malaria vector in the study area and climate variables were found to have varying effects on the distribution and abundance of . This necessitates other complementary vector control strategies such as the Sterile Insect Technique (SIT) which involves releasing sterile males into the environment to reduce mosquito populations. This requires timely mosquito and climate information to precisely target releases and enhance the effectiveness of the program, consequently reducing the malaria risk.
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http://dx.doi.org/10.3390/ijerph21050558 | DOI Listing |
JMIR Public Health Surveill
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Laboratoire AGEIS, Université Grenoble Alpes, La Tronche Cedex, France.
Background: Although agricultural health has gained importance, to date, much of the existing research relies on traditional epidemiological approaches that often face limitations related to sample size, geographic scope, temporal coverage, and the range of health events examined. To address these challenges, a complementary approach involves leveraging and reusing data beyond its original purpose. Administrative health databases (AHDs) are increasingly reused in population-based research and digital public health, especially for populations such as farmers, who face distinct environmental risks.
View Article and Find Full Text PDFPLoS One
January 2025
School of Public Administration and Policy, Renmin University of China, Beijing, China.
Background: With the accelerated development of the aging trend in Chinese society, the aging problem has become one of the key factors affecting sustainable economic and social development. Given the importance of controlling carbon emissions for achieving global climate goals and China's economic transformation, studying the spatial and temporal effects of population aging on carbon emissions and their pathways of action is of great significance for formulating low-carbon development strategies adapted to an aging society.
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Discov Oncol
January 2025
The Second Hospital of Lanzhou University, Lanzhou, 730030, China.
Gastric cancer, a prevalent malignant tumor worldwide, poses a significant challenge to global health. Despite ongoing advancements in treatment methods, its high incidence and mortality rates remain concerning. Although progress in treating gastric cancer is encouraging, a more critical focus is on enhancing prevention efforts.
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View Article and Find Full Text PDFAlzheimers Dement
December 2024
Univeristy of Washington School of Public Health, Seattle, WA, USA.
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