Estimation of the Water Level in the Ili River from Sentinel-2 Optical Data Using Ensemble Machine Learning

Estimation of the Water Level in the Ili River from Sentinel-2 Optical Data Using Ensemble Machine Learning

Monitoring of the water level and river discharge is an important task, necessary both for assessment of water supply in the current season and for forecasting water consumption and possible prevention of catastrophic events. A network of ground hydrometric stations is used to measure the water leve...

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Bibliographic Details
Main Authors: Ravil I. Mukhamediev, Alexey Terekhov, Gulshat Sagatdinova, Yedilkhan Amirgaliyev, Viktors Gopejenko, Nurlan Abayev, Yan Kuchin, Yelena Popova, Adilkhan Symagulov
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Remote Sensing
Subjects:
remote sensing data
Sentinel-2
machine learning
ensemble machine learning
water level estimation
the Ili River
Online Access:https://www.mdpi.com/2072-4292/15/23/5544

Internet

https://www.mdpi.com/2072-4292/15/23/5544

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