Synthetic modeling of Urban Heat Islands (UHI) using satellite-like data. Generates spectral bands, vegetation and urban indices, and land surface temperature (LST) for testing machine learning models, validating geospatial workflows, and exploring UHI dynamics without requiring real satellite imagery.