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GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2023, 卷号: 35, 期号: 20, 页码: 14799-14824
作者:  Elbeltagi, Ahmed;  Seifi, Akram;  Ehteram, Mohammad;  Zerouali, Bilel;  Vishwakarma, Dinesh Kumar;  Pandey, Kusum
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
Crop coefficient equation  Generalized likelihood uncertainty  Gamma test  Meta-heuristic optimization  
Predicting daily soil temperature at multiple depths using hybrid machine learning models for a semi-arid region in Punjab, India 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022, 卷号: 29, 期号: 47, 页码: 71270-71289
作者:  Malik, Anurag;  Tikhamarine, Yazid;  Sihag, Parveen;  Shahid, Shamsuddin;  Jamei, Mehdi;  Karbasi, Masoud
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Soil temperature  Climatic parameters  Gamma test  Machine learning techniques  Punjab  
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  
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  
Regional flood frequency analysis using support vector regression in arid and semi-arid regions of Iran 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2018, 卷号: 63, 期号: 3, 页码: 426-440
作者:  Garmdareh, Ebrahim Sharifi;  Vafakhah, Mehdi;  Eslamian, Seyed Saeid
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
regionalization  support vector machine  gamma test  peak discharge  
Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2017, 卷号: 76, 期号: 15
作者:  Choubin, Bahram;  Malekian, Arash
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
Groundwater level  Artificial neural network  ARIMA  Forecasting  Gamma test  M-test  
Monthly pan-evaporation estimation in Indian central Himalayas using different heuristic approaches and climate based models 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2017, 卷号: 143, 页码: 302-313
作者:  Malik, Anurag;  Kumar, Anil;  Kisi, Ozgur
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Pan evaporation  Heuristic approaches  Gamma test  Climate-based models  
Performance evaluation of hybrid Wavelet-ANN and Wavelet-ANFIS models for estimating evapotranspiration in arid regions of India 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2017, 卷号: 28, 期号: 2, 页码: 275-285
作者:  Patil, Amit Prakash;  Deka, Paresh Chandra
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Evapotranspiration  Arid region  Limited data  Gamma test  Wavelet transform  ANN  ANFIS  
Application of SVM and SWAT models for monthly streamflow prediction, a case study in South of Iran 期刊论文
发表期刊: KSCE JOURNAL OF CIVIL ENGINEERING. 出版年: 2015, 卷号: 19, 期号: 1, 页码: 345-357
作者:  Jajarmizadeh, Milad;  Lafdani, Elham Kakaei;  Harun, Sobri;  Ahmadi, Azadeh
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
streamflow prediction  gamma test  SUFI-2  SWAT  SVM  Iran  
Application of NN-ARX Model to Predict Groundwater Levels in the Neishaboor Plain, Iran 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2013, 卷号: 27, 期号: 14, 页码: 4773-4794
作者:  Izady, A.;  Davary, K.;  Alizadeh, A.;  Nia, A. Moghaddam;  Ziaei, A. N.;  Hasheminia, S. M.
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Groundwater  NN-ARX model  Ward clustering  Gamma test  Genetic algorithm  Iran