What type of study is this?

This is a Systematic Review study.

Geo-Information for Humanitarian Mapping and Monitoring Crisis-Affected Regions: A Scoping Review

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Scoping review reveals ML and GIS play critical roles in mapping migration crisis areas.

Integrated use of machine learning and GIS enhances mapping of migration patterns during crises, supporting effective response efforts.
The study synthesizes various existing methods and showcases the significance of earth observation data for monitoring humanitarian crises.
Systematic literature review identified cartographic methods that allow for effectively monitoring displaced populations through geospatial data.
Understanding migratory movements relies heavily on mapping the trajectories observed via satellite images processed through GIS.

Polina Lemenkova (2025) studied this question.

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