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Journal Articles

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

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Jalal Shiri
Hydrology Research (2019) 50 (2): 633–643.
DOI: https://doi.org/10.2166/nh.2018.104
Date Online: 25 October 2018
FIGURES
View articletitled, Prediction vs. estimation of dewpoint temperature: assessing GEP, MARS and RF models View PDF for article titled, Prediction vs. estimation of dewpoint temperature: assessing GEP, MARS and RF models
Journal Articles

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

Free
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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View articletitled, Global comparison of 20 reference evapotranspiration equations in a semi-arid region of Iran View PDF for article titled, Global comparison of 20 reference evapotranspiration equations in a semi-arid region of Iran
Journal Articles

Forecasting daily streamflow values: assessing heuristic models

Free
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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View articletitled, Forecasting daily streamflow values: assessing heuristic models View PDF for article titled, Forecasting daily streamflow values: assessing heuristic models
Journal Articles

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

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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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View articletitled, Modeling soil erosion by data-driven methods using limited input variables View PDF for article titled, Modeling soil erosion by data-driven methods using limited input variables
Journal Articles

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

Free
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
FIGURES | View All (6)
View articletitled, Groundwater quality modeling using neuro-particle swarm optimization and neuro-differential evolution techniques View PDF for article titled, Groundwater quality modeling using neuro-particle swarm optimization and neuro-differential evolution techniques
Journal Articles

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

Free
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
FIGURES | View All (10)
View articletitled, Determining discharge coefficient of labyrinth and arced labyrinth weirs using support vector machine View PDF for article titled, Determining discharge coefficient of labyrinth and arced labyrinth weirs using support vector machine
Journal Articles

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

Free
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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View articletitled, Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed through k -fold testing View PDF for article titled, Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed through k -fold testing
Journal Articles

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

Free
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
View articletitled, Estimation of daily dew point temperature using genetic programming and neural networks approaches View PDF for article titled, Estimation of daily dew point temperature using genetic programming and neural networks approaches
Journal Articles

Evaluation of different data management scenarios for estimating daily reference evapotranspiration

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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
View articletitled, Evaluation of different data management scenarios for estimating daily reference evapotranspiration View PDF for article titled, Evaluation of different data management scenarios for estimating daily reference evapotranspiration
Journal Articles

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

Free
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
View articletitled, Estimating daily reference evapotranspiration using available and estimated climatic data by adaptive neuro-fuzzy inference system (ANFIS) and artificial neural network (ANN) View PDF for article titled, Estimating daily reference evapotranspiration using available and estimated climatic data by adaptive neuro-fuzzy inference system (ANFIS) and artificial neural network (ANN)
Journal Articles

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

Free
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
View articletitled, Wavelet and neuro-fuzzy conjunction model for predicting water table depth fluctuations View PDF for article titled, Wavelet and neuro-fuzzy conjunction model for predicting water table depth fluctuations