I’ve been diving into the analysis of satellite imagery to identify urban heat islands, and it’s fascinating to see how different surface materials show varying thermal responses. For anyone interested, I’m using Landsat 8 data and integrating it with local climate data for a more comprehensive view. I’m curious if others have tried similar approaches or have resources to share that could help deepen this analysis.
I once analyzed Landsat data for a similar project and found that including socio-economic data helped pinpoint neighborhoods more impacted by heat… It’s like trying to bake a cake without considering the kitchen temperature — you’ll get uneven results. Have you thought about integrating demographic data into your analysis?
That sounds interesting! Have you looked into using NDVI for assessing vegetation’s impact on UHI? It’s been a game-changer in my studies. 
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I’ve had success combining Landsat 8 data with local temperature readings, which really highlights the heat disparities in urban areas. It’s amazing how materials like concrete can amplify those temperatures, as you’ve noted. Have you considered incorporating land use data for deeper insights?