In the landscape of Big Data and computational social science, there is an obvious need for advanced tools that are capable of not only visualizing data but also modeling the complex interplay between data and human actions. Agent-Based Modelling and Geographical Information Systems serve this function exemplarily. This textbook outlines the step-by-step process to design, build, and link Agent-Based Models (ABM) with Geographical Information Systems (GIS). It takes you from basic principles to developing complex models that interact with data and human behavior in a spatial context. Each core concept is defined and illustrated with practical examples, using Net Logo to develop the models, all code examples are available on the accompanying website. You will be able to build your own applications and seamlessly integrate them into GIS when appropriate. The book includes key topics on geographical modeling, an introduction to ABM, foundational aspects of Geographical Information Science, the collaboration of ABM and GIS, using QGIS, designing and constructing ABMs, calibration and validation, and understanding human behavior modeling. This applied introductory textbook equips you with vital knowledge and practical skills necessary to build and execute your own models while initiating your research projects.
Overview
- Textbook Type: University
- Condition: New
