Challenges in Urban Spatial Analysis

I’m currently working on a project that involves mapping urban heat islands in a major city, and I’m facing some challenges with accurately integrating various data sources. Specifically, I’m using QGIS to analyze satellite imagery and ground temperature data, but aligning them has been tricky. Has anyone in this community dealt with similar issues, and what spatial analysis techniques did you find effective?

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