World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
53
Citations
7771
World Ranking
3507
National Ranking
48

Overview

Jalal Shiri is affiliated with the University of Tabriz in Iran, contributing research primarily within Environmental Science, Agricultural and Biological Sciences, and Engineering. Their work spans several interconnected subfields including Environmental Engineering, Global and Planetary Change, Soil Science, Artificial Intelligence, and Civil and Structural Engineering.

Their research addresses topics such as Hydrological Forecasting Using AI, Irrigation Practices and Water Management, Soil and Unsaturated Flow, Plant Water Relations and Carbon Dynamics, Hydrology and Watershed Management Studies, Solar Radiation and Photovoltaics, and Energy Load and Power Forecasting.

In terms of publication venues, Jalal Shiri has frequently published in Environmental Science and Pollution Research and the ISH Journal of Hydraulic Engineering, each with five publications. Contributions also appear in the Journal of Hydrology, Sustainability, and PLoS ONE.

Frequent collaborators include Sepideh Karimi, Özgür Kişi, Naser Shiri, Mohammad Hossein Kazemi, and Meysam Alizamir, with multiple co-authored works.

Selected recent papers demonstrate a focus on modeling and simulation related to solar radiation, groundwater quality, and irrigation systems:

  • Simulating wetting front dimensions of drip irrigation systems: Multi criteria assessment of soft computing models, 2020, Journal of Hydrology
  • Development of artificial intelligence models for well groundwater quality simulation: Different modeling scenarios, 2021, PLoS ONE
  • Estimation of Reference Evapotranspiration Using Spatial and Temporal Machine Learning Approaches, 2021, Hydrology
  • Application of improved version of multi verse optimizer algorithm for modeling solar radiation, 2022, Energy Reports
  • Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network coupled with wavelet transform, 2023, Engineering Applications of Artificial Intelligence

Best Publications

  • Modeling rainfall-runoff process using soft computing techniques

    Ozgur Kisi;Jalal Shiri;Mustafa Tombul

  • Suspended sediment modeling using genetic programming and soft computing techniques

    Ozgur Kisi;Ali Hosseinzadeh Dailr;Mesut Cimen;Jalal Shiri

  • Forecasting daily lake levels using artificial intelligence approaches

    Ozgur Kisi;Jalal Shiri;Bagher Nikoofar

  • Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model

    Jalal Shiri;Ozgur Kisi

  • Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain)

    Jalal Shiri;Jalal Shiri;Özgur Kişi;Özgur Kişi;Gorka Landeras;José Javier López;José Javier López

  • Predicting groundwater level fluctuations with meteorological effect implications-A comparative study among soft computing techniques

    Jalal Shiri;Ozgur Kisi;Heesung Yoon;Kang-Kun Lee

  • Precipitation Forecasting Using Wavelet-Genetic Programming and Wavelet-Neuro-Fuzzy Conjunction Models

    Ozgur Kisi;Jalal Shiri

  • Sea water level forecasting using genetic programming and comparing the performance with Artificial Neural Networks

    Mohammad Ali Ghorbani;Rahman Khatibi;Ali Aytek;Oleg Makarynskyy

  • Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran

    Jalal Shiri;Amir Hossein Nazemi;Ali Ashraf Sadraddini;Gorka Landeras

  • Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations

    Jalal Shiri;ÖZgur KişI

  • Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia

    Sepideh Karimi;Ozgur Kisi;Jalal Shiri;Oleg Makarynskyy

  • River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques

    Ozgur Kisi;Jalal Shiri

  • Modeling reference evapotranspiration with calculated targets. Assessment and implications

    Pau Martí;Pablo González-Altozano;Ramón López-Urrea;Luis A. Mancha

  • Comparison of Gene Expression Programming with neuro-fuzzy and neural network computing techniques in estimating daily incoming solar radiation in the Basque Country (Northern Spain)

    Gorka Landeras;José Javier López;Ozgur Kisi;Jalal Shiri

  • Application of improved version of multi verse optimizer algorithm for modeling solar radiation

    Unknown

  • A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm

    Ozgur Kisi;Jalal Shiri;Sepideh Karimi;Shahaboddin Shamshirband

  • Soil moisture simulation using hybrid artificial intelligent model: Hybridization of adaptive neuro fuzzy inference system with grey wolf optimizer algorithm

    Saman Maroufpoor;Eisa Maroufpoor;Omid Bozorg-Haddad;Jalal Shiri

  • Generalizability of Gene Expression Programming-based approaches for estimating daily reference evapotranspiration in coastal stations of Iran

    Jalal Shiri;Ali Ashraf Sadraddini;Amir Hossein Nazemi;Ozgur Kisi

  • Evaluation of FAO56-PM, empirical, semi-empirical and gene expression programming approaches for estimating daily reference evapotranspiration in hyper-arid regions of Iran

    Jalal Shiri

  • Application of Artificial Intelligence to Estimate Daily Pan Evaporation Using Available and Estimated Climatic Data in the Khozestan Province (South Western Iran)

    Jalal Shiri;Jalal Shiri;Özgur Kişi;Özgur Kişi

  • Modeling energy dissipation over stepped spillways using machine learning approaches

    Kiyoumars Roushangar;Samira Akhgar;Farzin Salmasi;Jalal Shiri

Frequent Co-Authors

Ozgur Kisi
Ozgur Kisi Technical University of Applied Sciences Lübeck
Mohammad Zounemat-Kermani
Mohammad Zounemat-Kermani Shahid Bahonar University of Kerman
Vahid Nourani
Vahid Nourani University of Tabriz
Vijay P. Singh
Vijay P. Singh Texas A&M University
Hossein Bonakdari
Hossein Bonakdari University of Ottawa
Zaher Mundher Yaseen
Zaher Mundher Yaseen King Fahd University of Petroleum and Minerals
Mohammad Najafzadeh
Mohammad Najafzadeh Graduate University of Advanced Technology
Bahram Gharabaghi
Bahram Gharabaghi University of Guelph
Shahab S. Band
Shahab S. Band National Yunlin University of Science and Technology
Dalibor Petković
Dalibor Petković University of Nis

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