Estimation of drought trends and comparison between SPI and SPEI with prediction using machine learning models in Rangpur, Bangladesh

Estimation of drought trends and comparison between SPI and SPEI with prediction using machine learning models in Rangpur, Bangladesh

ABSTRACTThis study investigates drought trends, SPI-SPEI comparisons, and predictions in Rangpur, Bangladesh, from 1979 to 2020. We employed Modified Mann-Kendall for trend analysis, SPI and SPEI for drought assessment, and Pearson Correlation Coefficient and Simple Linear Regression for evaluating...

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Bibliographic Details
Main Authors: Mst. Labony Akter, Md. Naimur Rahman, Syed Anowerul Azim, Md. Rakib Hasan Rony, Md. Salman Sohel, Hazem Ghassan Abdo
Format: Article
Language:English
Published: Taylor & Francis Group 2023-09-01
Series:Geology, Ecology, and Landscapes
Subjects:
Drought
SPI
SPEI
machine learning
rangpur
Online Access:https://www.tandfonline.com/doi/10.1080/24749508.2023.2254003

Internet

https://www.tandfonline.com/doi/10.1080/24749508.2023.2254003

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