Forecast future disasters using hydro-meteorological datasets in the Yamuna river basin, Western Himalaya: Using Markov Chain and LSTM approaches

Forecast future disasters using hydro-meteorological datasets in the Yamuna river basin, Western Himalaya: Using Markov Chain and LSTM approaches

This research aim to evaluate hydro-meteorological data from the Yamuna River Basin, Uttarakhand, India, utilizing Extreme Value Distribution of Frequency Analysis and the Markov Chain Approach. This method assesses persistence and allows for combinatorial probability estimations such as initial and...

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Bibliographic Details
Main Authors: Pankaj Chauhan, Muhammed Ernur Akiner, Rajib Shaw, Kalachand Sain
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2024-12-01
Series:Artificial Intelligence in Geosciences
Subjects:
Forecast disasters
Western Himalaya
Hydro-meteorological hazards
LSTM
Markov chain
Yamuna river basin
Online Access:http://www.sciencedirect.com/science/article/pii/S2666544124000108

Internet

http://www.sciencedirect.com/science/article/pii/S2666544124000108

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