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university of california davis

106H-index
685Paper Count
3.7WCitation Count
Published Papers 310
Publication Date
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Deep Learning: A Game Changer for Spatio‑Temporal Prediction – A Review of Methods and Applications
errNeural Processing Letters
IF2.8
err2026-07-27
err0
errOAAI
errSaeideh Samani; Meysam Vadiati; Ozgur Kisi; Fatemeh Molaei
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Synoptic-aware explainable artificial intelligence (SA-XAI) model for bias correction and regionalization of satellite precipitation over complex terrain
errAtmospheric Research
IF4.4
err2026-07-11
err0
PREAI
errMoein Tosan; Vahid Nourani; Vijay P. Singh; Ozgur Kisi; Jan Franklin Adamowski; Yongqiang Zhang; Mohammad Reza Alizadeh
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errSave
Modeling soil water distribution under drip fertigation in chrysanthemum across soil types using HYDRUS-2D
errScientific Reports
IF3.9
err2026-06-02
err0
errOAAI
errAtish Sagar; Murtaza Hasan; Dhirendra Kumar Singh; Ali Salem; Dinesh Kumar Vishwakarma; Ozgur Kisi; Pankaj Malkani; Ahmed Elbeltagi; Kadambot H. M. Siddique; Mohamed A. Mattar
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errSave
Machine learning-based estimation of specific yield in single-well unconfined aquifers
errActa Geodaetica et Geophysica
IF1.8
err2026-06-01
err0
PREAI
errDashti, Zahra; Nakhaei, Mohammad; Vadiati, Meysam; Karami, Gholam Hossein; Kisi, Ozgur
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errSave
Metaheuristic-optimized ANN for flood susceptibility mapping: a case study in the Khiavchai Watershed, Iran
errEnvironmental Earth Sciences
IF2.8
err2026-05-29
err0
errOAAI
errPayam Amouzegari; Ozgur Kisi; Nahideh Parchami
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errSave
Development of soil surface wetness models using machine learning techniques in the selected sites in Punjab, North-Western India
errScientific Reports
IF3.9
err2026-05-26
err0
errOAAI
errSushindra Kumar Gupta; Bibhuti Bhusan Sahoo; P. K. Singh; Ozgur Kisi; P. C. Nayak; L. N. Thakural; Sumant Kumar; Christoph Külls
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Assessment of floodplain tree density variation on discharge conveyance capacity and flow velocity in meandering compound channels
errApplied Water Science
IF5.7
err2026-05-11
err0
errOAAI
errAmir Ghaderi; Mirali Mohammadi; Carlo Gualtieri; Ozgur Kisi
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errSave
Metaheuristic-optimized neuro-fuzzy models for meteorological drought prediction
errEnvironmental Earth Sciences
IF2.8
err2026-03-30
err0
errOAAI
errAlireza Docheshmeh Gorgij; Ozgur Kisi; Salim Heddam; Dinesh Kumar Vishwakarma; Hakan Ergun; Christoph Külls
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errSave
Cluster-based XGBoost framework for short-term rainfall–runoff prediction under uncertainty in the Sieber watershed, Germany
errjournal of hydrology: regional studies
IF0
err2026-02-05
err0
errOAAI
errOzgur Kisi; Salim Heddam; Sovan Sankalp; Andrea Petroselli; Christoph Külls; Mohammad Zounemat-Kermani
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errSave
Discussion of Comparison of the Self-Organizing Map and the Adaptive Neuro-Fuzzy Inference System in Predicting the Paddy Crop Water Stress Index
errJournal of Irrigation and Drainage Engineering
IF0
err2026-02-01
err0
PREAI
errKisi, Ozgur; Soubie, Felix; Bilal, Enes; Braho, Feruze; Hamza, Ali; Abdelhafez, Mohamed; Obeng, Joshua Odame; Joshi, Nirav; Mia, Shohag; Kulls, Christoph
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Daily river water temperature prediction using regularized greedy forest enhanced TVF-EMD and empirical Fourier decomposition
errStochastic Environmental Research and Risk Assessment
IF3.6
err2026-01-22
err0
PREAI
errSalah Difi; Fabio Di Nunno; Francesco Granata; Ozgur Kisi; Salim Heddam; Sungwon Kim; Mariusz Ptak; Mariusz Sojka; Mohammad Zounemat-Kermani
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errSave
Hard and soft clustering methods employed in groundwater research: A systematic review
errJournal of Hydrology
IF6.3
err2025-12-24
err0
PREAI
errAkram Rahbar; Meysam Vadiati; Mahdi Talkhabi; Cüneyt Güler; Ozgur Kisi
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errSave
Ranking and comparison of temperature-, mass transfer- and radiation based daily reference evapotranspiration models by using compromise programming index (CPI) and global performance indicator (GPI)
errTheoretical and Applied Climatology
IF2.7
err2025-12-16
err0
PREAI
errAbhishek Shukla; Arvind Singh Tomar; Kusum Pandey; Dinesh Kumar Vishwakarma; Siham Acharki; Ali Raza; Makrand Dhyani; Ozgur Kisi; Ahmed Z. Dewidar; Ahmed Al-Othman; Mohamed A. Mattar
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The Transparency Revolution in Geohazard Science: A Systematic Review and Research Roadmap for Explainable Artificial Intelligence
errCMES-COMPUTER MODELING IN ENGINEERING & SCIENCES
IF2.5
err2025-12-01
err0
PREAI
errTosan, Moein; Nourani, Vahid; Kisi, Ozgur; Zhang, Yongqiang; Kantoush, Sameh A.; Gebremichael, Mekonnen; Taghizadeh-Mehrjardi, Ruhollah; Huang, Jinhui Jeanne
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errSave
Ensemble deep learning framework for groundwater storage forecasting under hydrological variability
errActa Geophysica
IF2.1
err2025-11-24
err1
PREAI
errDandapat, Asit Kumar; Panda, Prafulla Kumar; Sankalp, Sovan; Kisi, Ozgur; Kraiem, Habib; Kucher, Olga D.; Tariq, Aqil
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errSave
Modeling Coagulant Dosage in Water Treatment Plant Using Explainable Deep Learning Model-Based SHapley Additive exPlanations (SHAP)
errWater Conservation Science and Engineering
IF1.9
err2025-10-03
err0
PREAI
errFouchal, Amel; Merabet, Khaled; Kisi, Ozgur; Di Nunno, Fabio; Granata, Francesco; Kim, Sungwon; Heddam, Salim; Zounemat-Kermani, Mohammad; Yaseen, Zaher Mundher
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Sustaining Grape Yield and Soil Health Under Saline–Sodic Irrigation Through Amendments and Canal Water Application
errWater 2025, Vol. 17, Page 2683
IF3
err2025-10-01
err0
errOAAI
errKaramjit Singh Sekhon; Anureet Kaur; Sudhir Thaman; Navjot Gupta; Anurag Malik; Chetak Bishnoi; Ozgur Kisi; Ali Salem; Mohamed A. Mattar
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Unveiling precipitation patterns in Schleswig-Holstein: a 50-year study of trends and climatic influences
errStochastic Environmental Research and Risk Assessment
IF3.6
err2025-09-08
err0
errOAAI
errLijin Zhou; Christoph Kulls; Ozgur Kisi
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Spatial-temporal variation of precipitation in Niedersachsen, Germany, using statistical and graphical trend methods considering climatic drivers
errHydrological Sciences Journal
IF2.5
err2025-07-14
err0
PREAI
errTaner Mustafa Cengiz; Ozgur Kisi; Dinesh Kumar Vishwakarma; Sovan Sankalp; Dimitrios Bassukas; Christoph Kulls
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Evolution of ensemble machine learning approaches in water resources management: a review
errEARTH SCIENCE INFORMATICS
IF3
err2025-05-24
err0
PREAI
errTosan, Moein; Nourani, Vahid; Kisi, Ozgur; Dastourani, Mehdi
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Research Directions

No research directions
Co-authors
Cooperation Journals
K
Kuldeep Dhama
H-index: 111 · Papers: 1.2K
V
Vijay P. Singh
H-index: 103 · Papers: 1.1K
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H-index: 89 · Papers: 634
S
Shamsuddin Shahid
H-index: 88 · Papers: 632
V
Vijay P. Singh
H-index: 87 · Papers: 860
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