Performance Evaluation of Deep Learning-Based Gated Recurrent Units (GRUs) and Tree-Based Models for Estimating ETo by Using Limited Meteorological Variables

by Mohammad Taghi Sattari, Halit Apaydin, Shahaboddin Shamshirband
Published 2020-06-01

Estimation of daily soil temperature via data mining techniques in semi-arid climate conditions

by Mohammad Taghi Sattari, Esmaeel Dodangeh, John Abraham
Published 2017-04-01

Environmental Impact Assessment of the Sanitation Project of AjiChay River by Two Methods of Pastakia and Weighted Checklist

by Ali Asghar Rostami, Mohammad Taghi Sattari, Mohammad Mosaferi
Published 2020-11-01

Soil Temperature Estimation with Meteorological Parameters by Using Tree-Based Hybrid Data Mining Models

by Mohammad Taghi Sattari, Anca Avram, Halit Apaydin, Oliviu Matei
Published 2020-08-01

Potential of kernel and tree-based machine-learning models for estimating missing data of rainfall

by Mohammad Taghi Sattari, Kambiz Falsafian, Ahmet Irvem, Shahab S, Sultan Noman Qasem
Published 2020-01-01

Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

by Halit Apaydin, Hajar Feizi, Mohammad Taghi Sattari, Muslume Sevba Colak, Shahaboddin Shamshirband, Kwok-Wing Chau
Published 2020-05-01

Modeling Pan Evaporation Using Gaussian Process Regression K-Nearest Neighbors Random Forest and Support Vector Machines; Comparative Analysis

by Sevda Shabani, Saeed Samadianfard, Mohammad Taghi Sattari, Amir Mosavi, Shahaboddin Shamshirband, Tibor Kmet, Annamária R. Várkonyi-Kóczy
Published 2020-01-01