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Journal Articles

Prediction vs. estimation of dewpoint temperature: assessing GEP, MARS and RF models

Jalal Shiri
Hydrology Research (2019) 50 (2): 633–643.
DOI: https://doi.org/10.2166/nh.2018.104
Date Online: 25 October 2018
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Journal Articles

Global comparison of 20 reference evapotranspiration equations in a semi-arid region of Iran

Hadi Farzanpour, Jalal Shiri, Ali Ashraf Sadraddini, Slavisa Trajkovic
Hydrology Research (2019) 50 (1): 282–300.
DOI: https://doi.org/10.2166/nh.2018.174
Date Online: 03 April 2018
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Journal Articles

Forecasting daily streamflow values: assessing heuristic models

Sepideh Karimi, Jalal Shiri, Ozgur Kisi, Tongren Xu
Hydrology Research (2018) 49 (3): 658–669.
DOI: https://doi.org/10.2166/nh.2017.111
Date Online: 24 November 2017
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Journal Articles

Modeling soil erosion by data-driven methods using limited input variables

Shahla Yavari, Saman Maroufpoor, Jalal Shiri
Hydrology Research (2018) 49 (5): 1349–1362.
DOI: https://doi.org/10.2166/nh.2017.041
Date Online: 11 August 2017
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Journal Articles

Determining discharge coefficient of labyrinth and arced labyrinth weirs using support vector machine

Kiyoumars Roushangar, Mohammad Taghi Alami, Jalal Shiri, Mahdi Majedi Asl
Hydrology Research (2018) 49 (3): 924–938.
DOI: https://doi.org/10.2166/nh.2017.214
Date Online: 03 March 2017
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Journal Articles

Groundwater quality modeling using neuro-particle swarm optimization and neuro-differential evolution techniques

Ozgur Kisi, Ali Keshavarzi, Jalal Shiri, Mohammad Zounemat-Kermani, El-Sayed Ewis Omran
Hydrology Research (2017) 48 (6): 1508–1519.
DOI: https://doi.org/10.2166/nh.2017.206
Date Online: 03 March 2017
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Journal Articles

Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed through k -fold testing

Jalal Shiri, Pau Marti, Amir Hossein Nazemi, Ali Ashraf Sadraddini, Ozgur Kisi ...
Hydrology Research (2015) 46 (1): 72–88.
DOI: https://doi.org/10.2166/nh.2013.112
Date Online: 20 December 2013
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Journal Articles

Estimation of daily dew point temperature using genetic programming and neural networks approaches

Jalal Shiri, Sungwon Kim, Ozgur Kisi
Hydrology Research (2014) 45 (2): 165–181.
DOI: https://doi.org/10.2166/nh.2013.229
Date Online: 17 August 2013
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Journal Articles

Evaluation of different data management scenarios for estimating daily reference evapotranspiration

Jalal Shiri, Ali Ashraf Sadraddini, Amir Hossein Nazemi, Ozgur Kisi, Pau Marti ...
Hydrology Research (2013) 44 (6): 1058–1070.
DOI: https://doi.org/10.2166/nh.2013.154
Date Online: 18 February 2013
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Journal Articles

Estimating daily reference evapotranspiration using available and estimated climatic data by adaptive neuro-fuzzy inference system (ANFIS) and artificial neural network (ANN)

Ana Pour-Ali Baba, Jalal Shiri, Ozgur Kisi, Ahmad Fakheri Fard, Sungwon Kim ...
Hydrology Research (2013) 44 (1): 131–146.
DOI: https://doi.org/10.2166/nh.2012.074
Date Online: 30 July 2012
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Journal Articles

Wavelet and neuro-fuzzy conjunction model for predicting water table depth fluctuations

Ozgur Kisi, Jalal Shiri
Hydrology Research (2012) 43 (3): 286–300.
DOI: https://doi.org/10.2166/nh.2012.104b
Date Online: 01 June 2012
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