Hybrid WT–CNN–GRU-based model for the estimation of reservoir water quality variables considering spatio-temporal features

Author:

Zamani Mohammad G.,Nikoo Mohammad RezaORCID,Al-Rawas Ghazi,Nazari Rouzbeh,Rastad Dana,Gandomi Amir H.ORCID

Funder

Sultan Qaboos University

Publisher

Elsevier BV

Reference119 articles.

1. Spatial prediction and mapping of water quality of Owabi reservoir from satellite imageries and machine learning models;Adusei;The Egyptian Journal of Remote Sensing and Space Science,2021

2. Multichannel 2D-CNN Attention-Based BiLSTM Method for Low-Resource Ewe Sentiment Analysis;Agbesi;Journal of Data Science and Intelligent Systems,2023

3. Deep learning modelling techniques: current progress, applications, advantages, and challenges;Ahmed;Artif. Intell. Rev.,2023

4. Stream water quality prediction using boosted regression tree and random forest models;Alnahit;Stoch. Environ. Res. Risk Assess.,2022

5. An IoT-enabled portable water quality monitoring system with MWCNT/PDMS multifunctional sensor for agricultural applications;Akhter;IEEE Internet Things J.,2021

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