... and Shillong during 2011–2020 were used in the present duty. Twelve supervised ML models were implemented using 5-,10-, and 15-fold cross-validations in each train ratio value (0.7 and 0.8). The results revealed that the Extra Trees model was the best ML model for the Itanagar young and old DIS prediction...