Spatial agent-based simulation modeling in public health: design, implementation, and applications for malaria epidemiology

Spatial agent-based simulation modeling in public health: design, implementation, and applications for malaria epidemiology

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Presents an overview of the complex biological systems used within a global public health setting and features a focus on malaria analysisBridging the gap between agent-based modeling and simulation (ABMS) and geographic information systems (GIS),Spatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiologyprovides a useful introduction to the development of agent-based models (ABMs) by following a conceptual and biological core model ofAnopheles gambiaefor malaria epidemiology. Using spatial ABMs, the book includes mosquito (vector) control interventions and GIS as two example applications of ABMs, as well as a brief description of epidemiology modeling. In addition, the authors discuss how to most effectively integrate spatial ABMs with a GIS. The book concludes with a combination of knowledge from entomological, epidemiological, simulation-based, and geo-spatial domains in order to identify and analyze relationships between various transmission variables of the disease.Spatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiologyalso features:Location-specific mosquito abundance maps that play an important role in malaria control activities by guiding future resource allocation for malaria control and identifying hotspots for further investigationDiscussions on the best modeling practices in an effort to achieve improved efficacy, cost-effectiveness, ecological soundness, and sustainability of vector control for malariaAn overview of the various ABMs, GIS, and spatial statistical methods used in entomological and epidemiological studies, as well as the model malaria studyA companion website with computer source code and flowcharts of the spatial ABM and a landscape generator tool that can simulate landscapes with varying spatial heterogeneity of different types of resources including aquatic habitats and housesSpatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiologyis an excellent reference for professionals such as modeling and simulation experts, GIS experts, spatial analysts, mathematicians, statisticians, epidemiologists, health policy makers, as well as researchers and scientists who use, manage, or analyze infectious disease data and/or infectious disease-related projects. The book is also ideal for graduate-level courses in modeling and simulation, bioinformatics, biostatistics, public health and policy, and epidemiology.
LF/827285/R

Data sheet

Name of the Author
Arifin
Collins
Frank H.
Gregory Richard
Madey
S.M. Niaz
Language
English
Series
Wiley series in modeling and simulation
ISBN
9781118964385
Release date
2016

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Spatial agent-based simulation modeling in public health: design, implementation, and applications for malaria epidemiology

Presents an overview of the complex biological systems used within a global public health setting and features a focus on malaria analysisBridging the gap be...

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