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5 - Data and Methods for Modeling Climate-Related Migration

Published online by Cambridge University Press:  10 April 2025

Kelsea Best ,
Kayly Ober  and
Robert A. McLeman
Kelsea Best
Affiliation:
The Ohio State University
Kayly Ober
Affiliation:
United States Institute of Peace
Robert A. McLeman
Affiliation:
Wilfrid Laurier University
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Summary

In this chapter, we review approaches to model climate-related migration including the multiple goals of modeling efforts and why modeling climate-related migration is of interest to researchers, commonly used sources of climate and migration data and data-related challenges, and various modeling methods used. The chapter is not meant to be an exhaustive inventory of approaches to modeling climate-related migration, but rather is intended to present the reader with an overview of the most common approaches and possible pitfalls associated with those approaches. We end the chapter with a discussion of some of the future directions and opportunities for data and modeling of climate-related migration.

Keywords

methodologydatamodelingregression analysismachine learninggravity modelsagent-based modelsquantitative methodsparticipatory methodschallenges
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Chapter
Information
Migration and Displacement in a Changing Climate , pp. 162 - 188
Publisher: Cambridge University Press
Print publication year: 2025

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