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Manisha K. Subhedar

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Open access Sep 2026

A Hybrid Ensemble Learning Approach for Accurate SPI₆-Based Drought Forecasting in Semi-Arid Regions

This study proposes a hybrid machine learning framework to predict the six-month Standardized Precipitation Index (SPI₆) for meteorological drought assessment in Nanded, India, using NASA POWER data and demonstrates that ensemble learning enhances SPI prediction accuracy.

Rajesh H. Jadhav, Manisha K. Subhedar, Pradeep Kodag et al. · Disaster Advances · 0 citations