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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：53/0  |  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：43/0  |  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)  
Simulation of Pan-Evaporation Using Penman and Hamon Equations and Artificial Intelligence Techniques 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 6
作者:  Ghumman, Abdul Razzaq;  Jamaan, Mohammed;  Ahmad, Afaq;  Shafiquzzaman, Md;  Haider, Husnain;  Al Salamah, Ibrahim Saleh;  Ghazaw, Yousry Mahmoud
收藏  |  浏览/下载：42/0  |  提交时间：2021/07/30
reduced gradient  warm-arid  pan-evaporation  Neural Networks  Neuro Fuzzy  relative humidity  
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2021, 卷号: 185
作者:  Bayatvarkeshi, Maryam;  Bhagat, Suraj Kumar;  Mohammadi, Kourosh;  Kisi, Ozgur;  Farahani, M.;  Hasani, A.;  Deo, Ravinesh;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：29/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
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：21/0  |  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  
Roadway traffic noise modelling in the hot hyper-arid Arabian Gulf region using adaptive neuro-fuzzy interference system 期刊论文
发表期刊: TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT. 出版年: 2021, 卷号: 97
作者:  AlKheder, Sharaf;  Almutairi, Reyouf
收藏  |  浏览/下载：28/0  |  提交时间：2021/11/19
Traffic noise  Neuro-fuzzy inference system  RMSE  Sensitivity analysis  
Modeling groundwater quality by using hybrid intelligent and geostatistical methods 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2020, 卷号: 27, 期号: 22, 页码: 28183-28197
作者:  Maroufpoor, Saman;  Jalali, Mohammadnabi;  Nikmehr, Saman;  Shiri, Naser;  Shiri, Jalal;  Maroufpoor, Eisa
收藏  |  浏览/下载：26/0  |  提交时间：2021/01/07
Groundwater quality  Geographic information  Geostatistics  Neuro-fuzzy system  Artificial neural network  
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：13/0  |  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：19/0  |  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  
The Spatial Prediction of Soil Texture Fractions in Arid Regions of Iran 期刊论文
发表期刊: SOIL SYSTEMS. 出版年: 2019, 卷号: 3, 期号: 4
作者:  Mehrabi-Gohari, Elham;  Matinfar, Hamid Reza;  Jafari, Azam;  Taghizadeh-Mehrjardi, Ruhollah;  Triantafilis, John
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/08
artificial neural network  regression tree  neuro-fuzzy  spectrometry data