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Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS. 出版年: 2021, 卷号: 15, 期号: 1, 页码: 1147-1158
作者:  Band, Shahab S.;  Heggy, Essam;  Bateni, Sayed M.;  Karami, Hojat;  Rabiee, Mobina;  Samadianfard, Saeed;  Chau, Kwok-Wing;  Mosavi, Amir
收藏  |  浏览/下载：7/0  |  提交时间：2021/11/19
Groundwater level prediction  hydrological model  Gaussian process regression  support vector  artificial intelligence  machine learning  
Multivariate modeling of groundwater quality using hybrid evolutionary soft-computing methods in various climatic condition areas of Iran 期刊论文
发表期刊: AQUA-WATER INFRASTRUCTURE ECOSYSTEMS AND SOCIETY. 出版年: 2021, 卷号: 70, 期号: 3, 页码: 328-341
作者:  Emadi, Alireza;  Zamanzad-Ghavidel, Sarvin;  Sobhani, Reza;  Rashid-Niaghi, Ali
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
climatic condition  groundwater quality  modeling  soft-computing  wavelet theory  
Evaluation of artificial intelligence models for flood and drought forecasting in arid and tropical regions 期刊论文
发表期刊: ENVIRONMENTAL MODELLING & SOFTWARE. 出版年: 2021, 卷号: 144
作者:  Adikari, Kasuni E.;  Shrestha, Sangam;  Ratnayake, Dhanika T.;  Budhathoki, Aakanchya;  Mohanasundaram, S.;  Dailey, Matthew N.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Forecasting  Floods  Droughts  Artificial intelligence  Convolutional neural network  Long-short term memory network  
Analysis on change detection techniques for remote sensing applications: A review 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2021, 卷号: 63
作者:  Afaq, Yasir;  Manocha, Ankush
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Deep learning  Change detection  Land use and land cover  Object detection  Remote sensing  Satellite images  
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：18/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
Hybrid wavelet packet machine learning approaches for drought modeling 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2020, 卷号: 79, 期号: 10
作者:  Das, Prabal;  Naganna, Sujay Raghavendra;  Deka, Paresh Chandra;  Pushparaj, Jagalingam
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Drought  SPI  Machine learning  ANN  SVR  WP-ANN  WP-SVR  
Assessment of Sediment Load Concentration Using SVM, SVM-FFA and PSR-SVM-FFA in Arid Watershed, India: A Case Study 期刊论文
发表期刊: KSCE JOURNAL OF CIVIL ENGINEERING. 出版年: 2020, 卷号: 24, 期号: 6, 页码: 1944-1957
作者:  Samantaray, Sandeep;  Sahoo, Abinash;  Ghose, Dillip K.
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
PSR-SVM-FFA  River basin  Sediment  SVM  SVM-FFA  
Ensemble gene expression programming: a new approach for evolution of parsimonious streamflow forecasting model 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2020, 卷号: 139, 期号: 1-2, 页码: 549-564
作者:  Rahmani-Rezaeieh, Aidin;  Mohammadi, Mirali;  Danandeh Mehr, Ali
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2020, 卷号: 32, 期号: 9, 页码: 4989-5000
作者:  Bayatvarkeshi, Maryam;  Mohammadi, Kourosh;  Kisi, Ozgur;  Fasihi, Rojin
收藏  |  浏览/下载：1/0  |  提交时间：2020/05/22
Relative humidity  Estimation  Principal component analysis  Wavelet transform  ANN  
Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2018, 卷号: 561, 页码: 918-929
作者:  Zhang, Jianfeng;  Zhu, Yan;  Zhang, Xiaoping;  Ye, Ming;  Yang, Jinzhong
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Machine-learning model  Water table depth  Deep learning  LSTM  Hetao Irrigation District