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Mariana Santos Freitas

1 paper indexed

crossrefDiscover Cities2026-07-07

Machine learning downscaling of satellite derived land surface temperature in the historic urban heritage area of São João del-Rei Brazil

João Batista Ferreira Neto, Heloísa Silva Leão, Mariana Santos Freitas, Gabriel Pereira

Abstract This study analyzes seasonal land surface temperature (LST) patterns in the historic urban heritage area of São João del-Rei, Brazil, using satellite remote sensing and machine-learning-based spatial downscaling. Landsat 8/9 thermal imagery and Sentinel-2-derived spectra…

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