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Full-Text Articles in Human Ecology
Agent-Based Modeling Of Malaria Vectors: The Importance Of Spatial Simulation, Arne Bomblies
Agent-Based Modeling Of Malaria Vectors: The Importance Of Spatial Simulation, Arne Bomblies
College of Engineering and Mathematical Sciences Faculty Publications
Background: The modeling of malaria vector mosquito populations yields great insight into drivers of malaria transmission at the village scale. Simulation of individual mosquitoes as "agents" in a distributed, dynamic model domain may be greatly beneficial for simulation of spatial relationships of vectors and hosts. Methods. In this study, an agent-based model is used to simulate the life cycle and movement of individual malaria vector mosquitoes in a Niger Sahel village, with individual simulated mosquitoes interacting with their physical environment as well as humans. Various processes that are known to be epidemiologically important, such as the dependence of parity on …
Linking Environmental Variability To Village-Scale Malaria Transmission Using A Simple Immunity Model, Teresa K. Yamana, Arne Bomblies, Ibrahim M. Laminou, Jean Bernard Duchemin, Elfatih A.B. Eltahir
Linking Environmental Variability To Village-Scale Malaria Transmission Using A Simple Immunity Model, Teresa K. Yamana, Arne Bomblies, Ibrahim M. Laminou, Jean Bernard Duchemin, Elfatih A.B. Eltahir
College of Engineering and Mathematical Sciences Faculty Publications
Background: Individuals continuously exposed to malaria gradually acquire immunity that protects from severe disease and high levels of parasitization. Acquired immunity has been incorporated into numerous models of malaria transmission of varying levels of complexity (e.g. Bull World Health Organ 50:347, 1974; Am J Trop Med Hyg 75:19, 2006; Math Biosci 90:385-396, 1988). Most such models require prescribing inputs of mosquito biting rates or other entomological or epidemiological information. Here, we present a model with a novel structure that uses environmental controls of mosquito population dynamics to simulate the mosquito biting rates, malaria prevalence as well as variability in protective …