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Water Quality Index Estimations Using Machine Learning Algorithms: A Case Study of Yazd-Ardakan Plain, Iran 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 10
作者:  Goodarzi, Mohammad Reza;  Niknam, Amir Reza R.;  Barzkar, Ali;  Niazkar, Majid;  Mehrjerdi, Yahia Zare;  Abedi, Mohammad Javad;  Pour, Mahnaz Heydari
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
water quality index  machine learning  fuzzy-AHP  gene expression programming  M5P  MARS  
Forecasting urban water consumption using bayesian networks and gene expression programming 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022, 卷号: 15, 期号: 1, 页码: 623-633
作者:  Mousavi-Mirkalaei, Pezhman;  Roozbahani, Abbas;  Banihabib, Mohammad Ebrahim;  Randhir, Timothy O.
收藏  |  浏览/下载：23/0  |  提交时间：2022/03/17
Bayesian Network  Daily Water Consumption  Urban Water  Gene Expression Programming  Sunshine Hour  
COMPARATIVE STUDY OF POWERFUL PREDICTIVE MODELING TECHNIQUES FOR MODELING MONTHLY REFERENCE EVAPOTRANSPIRATION IN VARIOUS CLIMATIC REGIONS 期刊论文
发表期刊: FRESENIUS ENVIRONMENTAL BULLETIN. 出版年: 2021, 卷号: 30, 期号: 6B, 页码: 7490-7513
作者:  Raza, Ali;  Shoaib, Muhammad;  Baig, Muhammad Azhar Inam;  Ahmad, Shakil;  Khan, Mudasser Muneer;  Ullah, Muhammad Kaleem;  Hashim, Sarfraz
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Reference Evapotranspiration  Climatic Zones  Penman-Montieth method  Multilayer perceptron  Gene Expression Programming  Radial Basis Function  
Assessing temporal data partitioning scenarios for estimating reference evapotranspiration with machine learning techniques in arid regions 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 590
作者:  Kazemi, Mohammad Hossein;  Shiri, Jalal;  Marti, Pau;  Majnooni-Heris, Abolfazl
收藏  |  浏览/下载：24/0  |  提交时间：2021/07/30
Evapotranspiration  Gene expression programming  Hold out  K-fold validation  
Impact of climate variation and human activities on groundwater quality in northwest of Iran 期刊论文
发表期刊: JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA. 出版年: 2019, 卷号: 68, 期号: 2, 页码: 121-135
作者:  Khalaj, M.;  Kholghi, M.;  Saghafian, B.;  Bazrafshan, J.
收藏  |  浏览/下载：36/0  |  提交时间：2019/11/29
climate variation  gene expression programming  grey relational analysis  groundwater quality  Mahabad Valley  
Comparison of SVM, ANFIS and GEP in modeling monthly potential evapotranspiration in an arid region (Case study: Sistan and Baluchestan Province, Iran) 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2019, 卷号: 19, 期号: 2, 页码: 392-403
作者:  Mohammadrezapour, Omolbani;  Piri, Jamshid;  Kisi, Ozgur
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/29
adaptive neuro-fuzzy inference system  arid region  climate parameters  gene expression programming  modeling  support vector machine  
On the reliability of soft computing methods in the estimation of dew point temperature: The case of arid regions of Iran 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2018, 卷号: 153, 页码: 334-346
作者:  Attar, Nasrin Fathollahzadeh;  Khalili, Keivan;  Behmanesh, Javad;  Khanmohammadi, Neda
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Arid regions of Iran  Support vector machine (SVM)  Multivariate adaptive regression splines (MARS)  Gene expression programming (GEP)  Dew point temperature  
Using MARS, SVM, GEP and empirical equations for estimation of monthly mean reference evapotranspiration 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2017, 卷号: 139, 页码: 103-114
作者:  Mehdizadeh, Saeid;  Behmanesh, Javad;  Khalili, Keivan
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
Empirical equations  Gene expression programming  Multivariate adaptive regression splines  Reference evapotranspiration  Support vector machine  
Evaluation of FAO56-PM, empirical, semi-empirical and gene expression programming approaches for estimating daily reference evapotranspiration in hyper-arid regions of Iran 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2017, 卷号: 188, 页码: 101-114
作者:  Shiri, Jalal
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Cluster analysis  Data scarcity  ET0  Gene expression programming  
Modeling daily evapotranspiration in hyper-arid environment using gene expression programming 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2016, 卷号: 9, 期号: 3
作者:  Alazba, A. A.;  Yassin, M. A.;  Mattar, M. A.
收藏  |  浏览/下载：89/0  |  提交时间：2019/11/29
Evapotranspiration  Penman-Monteith model  Gene expression programming  Arid environment