Analysis and forecasting of meteorological drought using PROPHET and SARIMA models deploying machine learning technique for southwestern region of Bangladesh

Analysis and forecasting of meteorological drought using PROPHET and SARIMA models deploying machine learning technique for southwestern region of Bangladesh

The southwestern Bangladesh is predominantly agrarian region, and recurrence of drought impacts directly on crops, reducing farmers' incomes and threatening national food security. This study analyzes and forecasts meteorological droughts for southwestern region using Probabilistic Forecasting...

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Bibliographic Details
Main Authors: Mohammad Alamgir Hossain, Md Moklesur Rahman, Shaikh Shamim Hasan, Azhar Mahmud, Ling Bai
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Environmental and Sustainability Indicators
Subjects:
Southwest Bangladesh
Machine learning
PROPHET model
SARIMA model
Drought-index
Drought forecasting
Online Access:http://www.sciencedirect.com/science/article/pii/S2665972725001825
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