John Prince Soundaranayagam

Spectral index and machine learning-based evaluation of coastal urban thermal dynamics using google earth engine

Abstract This present study introduces a cloud-based geospatial and machine learning framework for assessing coastal urban heat island (UHI) dynamics in Thoothukudi coastal region, Southern India, using 12 seasonal Landsat composites (2010–2025) processed through Google Earth Eng...