Water resources comprise a vital component of our planet's ecosystem, sustaining life and driving economic activities. Precisely mapping these resources leverages the power of Geographic Information Systems (GIS) and remote sensing technology to provide comprehensive insights. Remote sensing satellites and aerial platforms collect vast amounts of i