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Prediction of missing temperature data using different machine learning methods 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：52/0  |  提交时间：2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2021, 卷号: 26, 期号: 4
作者:  Aghelpour, Pouya;  Kisi, Ozgur;  Varshavian, Vahid
收藏  |  浏览/下载：39/0  |  提交时间：2021/07/30
Multivariate standardized precipitation index (MSPI)  Multivariate drought  Generalized regression neural network (GRNN)  Adaptive neuro-fuzzy inference system with fuzzy C-means clustering (ANFIS-FCM)  Group method of data handling (GMDH)  
The Integration of Multivariate Statistical Approaches, Hyperspectral Reflectance, and Data-Driven Modeling for Assessing the Quality and Suitability of Groundwater for Irrigation 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 1
作者:  Khadr, Mosaad;  Gad, Mohamed;  El-Hendawy, Salah;  Al-Suhaibani, Nasser;  Dewir, Yaser Hassan;  Tahir, Muhammad Usman;  Mubushar, Muhammad;  Elsayed, Salah
收藏  |  浏览/下载：18/0  |  提交时间：2021/03/08
adaptive neuro-fuzzy inference system  arid regions  factor analysis  irrigation water quality indices  principal component analysis  physicochemical parameters  proximal remote sensing  support vector machine regression  
Using Neuro-fuzzy and linear models to estimate reference Evapotranspiration in South region of Algeria (A comparative study) 期刊论文
发表期刊: ITALIAN JOURNAL OF AGROMETEOROLOGY-RIVISTA ITALIANA DI AGROMETEOROLOGIA. 出版年: 2020, 卷号: 25, 期号: 2, 页码: 55-64
作者:  Laaboudi, Abdelkader;  Slama, Abdeldjalil
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Reference evapotranspiration  arid regions  Adaptive Neuro-Fuzzy Inference System  robust regression  Bayesian regression  Penman-Monteith formula  
Estimating daily reference evapotranspiration using hybrid gamma test-least square support vector machine, gamma test-ANN, and gamma test-ANFIS models in an arid area of Iran 期刊论文
发表期刊: JOURNAL OF WATER AND CLIMATE CHANGE. 出版年: 2020, 卷号: 11, 期号: 1, 页码: 217-240
作者:  Seifi, Akram;  Riahi, Hossien
收藏  |  浏览/下载：17/0  |  提交时间：2020/05/22
adaptive neuro fuzzy inference system  artificial neural network  empirical equations  gamma test  least square support vector machine  reference evapotranspiration  
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：25/0  |  提交时间：2019/11/29
adaptive neuro-fuzzy inference system  arid region  climate parameters  gene expression programming  modeling  support vector machine  
Modelling of infiltration using artificial intelligence techniques in semi-arid Iran 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2019, 卷号: 64, 期号: 13, 页码: 1647-1658
作者:  Sihag, Parveen;  Singh, Vijay P.;  Angelaki, Anastasia;  Kumar, Vinod;  Sepahvand, Alireza;  Golia, Evangelia
收藏  |  浏览/下载：27/0  |  提交时间：2019/11/29
infiltration  adaptive neuro fuzzy inference system  random forest  support vector machine  
Application of nonlinear models and groundwater index to predict desertification case study: Sharifabad watershed 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2019, 卷号: 99, 期号: 2, 页码: 715-733
作者:  Habibi, Vahid;  Ahmadi, Hasan;  Jafari, Mohammad;  Moeini, Abolfazl
收藏  |  浏览/下载：14/0  |  提交时间：2020/03/23
Groundwater level  Partial least square regression (PLSR)  Topographic wetness index (TWI)  Artificial neural networks (ANN)  Adaptive neuro-fuzzy inference system (ANFIS)  Land degradation  
Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2018, 卷号: 150, 页码: 205-219
作者:  Singh, Vijay Kumar;  Singh, Bhaskar Pratap;  Kisi, Ozgur;  Kushwaha, Denial Prakash
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/29
Gamma test  Multi-layer perceptron  Adaptive neuro-fuzzy inference system  Multiple linear regression  Sensitivity analysis  Land surface temperature  
Long-Term Weather Elements Prediction in Jordan using Adaptive Neuro-Fuzzy Inference System (ANFIS) with GIS Techniques 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2018, 卷号: 9, 期号: 2, 页码: 84-89
作者:  Arabeyyat, Omar Suleiman
收藏  |  浏览/下载：11/0  |  提交时间：2021/01/08
Rainfall prediction  hybrid intelligent system  Adaptive Neuro-Fuzzy Inference System (ANFIS)  GIS  time series prediction  long-term weather forecasting  climate change