Tehran University of Medical Sciences Journal of Arthropod-Borne Diseases 2322-1984 15 1 2021 03 31 108 125 Amin Ghanbarnejad Department of Epidemiology and biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran Habibollah Turki Infectious and Tropical Diseases Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran Mehdi Yaseri Department of Epidemiology and biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran Ahmad Raeisi Departments of Medical Parasitology and Mycology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran, Center for Communicable Diseases Control, Ministry of Health and Medical Education, Tehran, Iran Abbas Rahimi-Foroushani Department of Epidemiology and biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran 2021 05 05 Background: Malaria is the third most important infectious disease in the world. WHO propose programs for control­ling and elimination of the disease. Malaria elimination program has begun in first phase in Iran from 2010. Climate factors play an important role in transmission and occurrence of malaria infection. The main goal is to investigate the spatial distribution of incidence of malaria during April 2011 to March 2018 in Hormozgan Province and its association with climate covariates. Methods: The data included 882 confirmed cases gathered from CDC in Hormozgan University of Medical Sciences. A Poisson-Gamma Random field model with Bayesian approach was used for modeling the data and produces the smoothed standardized incidence rate (SIR). Results: The SIR for malaria ranged from 0 (Abu Musa and Haji Abad districts) to 280.57 (Bandar–e-Jask). Based on model, temperature (RR= 2.29; 95% credible interval: (1.92–2.78)) and humidity (RR= 1.04; 95% credible interval: (1.03–1.06)) had positive effect on malaria incidence, but rainfall (RR= 0.92; 95% credible interval: (0.90–0.95)) had negative impact. Also, smoothed map represent hot spots in the east of the province and in Qeshm Island. Conclusion: Based on the analysis of the study results, it was found that the ecological conditions of the region (tem­perature, humidity and rainfall) and population displacement play an important role in the incidence of malaria. There­fore, the malaria surveillance system should continue to be active in the region, focusing on high-risk areas of malaria. https://jad.tums.ac.ir/index.php/jad/article/view/1444 https://jad.tums.ac.ir/index.php/jad/article/download/1444/532