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Machine learning-based modeling of saturated hydraulic conductivity in soils of tropical semi-arid zone of India 期刊论文
发表期刊: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES. 出版年: 2022, 卷号: 47, 期号: 1
作者:  More, Satish Bhaurao;  Deka, Paresh Chandra;  Patil, Amit Prakash;  Naganna, Sujay Raghavendra
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Saturated hydraulic conductivity  Guelph permeameter  ELM  SVM  ANFIS  
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：28/0  |  提交时间：2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
Monthly inflow forecasting utilizing advanced artificial intelligence methods: a case study of Haditha Dam in Iraq 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Allawi, Mohammed Falah;  Hussain, Intesar Razaq;  Salman, Majid Ibrahim;  El-Shafie, Ahmed
收藏  |  浏览/下载：22/0  |  提交时间：2021/07/30
Inflow forecasting  Semi-arid region  Artificial intelligence models  Data splitting  
Time series prediction of seasonal precipitation in Iran, using data-driven models: a comparison under different climatic conditions 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 7
作者:  Aghelpour, Pouya;  Singh, Vijay P.;  Varshavian, Vahid
收藏  |  浏览/下载：25/0  |  提交时间：2021/11/29
Seasonal precipitation  ANFIS-FCM  Normalized RMSE  Time series prediction  SARIMA  Stochastic models  
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：25/0  |  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：25/0  |  提交时间：2021/07/30
reduced gradient  warm-arid  pan-evaporation  Neural Networks  Neuro Fuzzy  relative humidity  
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  
Efficacy of machine learning techniques in predicting groundwater fluctuations in agro-ecological zones of India 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 785
作者:  Mohapatra, Janaki B.;  Jha, Piyush;  Jha, Madan K.;  Biswal, Sabinaya
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
Groundwater-level prediction  Data-driven modeling  ANFIS  DNN  SVM  Agro-Ecological Zone  Machine learning  artificial intelligence techniques  
A robust integrated Bayesian multi-model uncertainty estimation framework (IBMUEF) for quantifying the uncertainty of hybrid meta-heuristic in global horizontal irradiation predictions 期刊论文
发表期刊: ENERGY CONVERSION AND MANAGEMENT. 出版年: 2021, 卷号: 241
作者:  Seifi, Akram;  Ehteram, Mohammad;  Dehghani, Majid
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/29
Ensemble  Multi-criteria decision making  Optimization  Sensitivity analysis  WASPAS ranking  
RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region 期刊论文
发表期刊: SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS. 出版年: 2021, 卷号: 30
作者:  Kamel, Ammar Hatem;  Afan, Haitham Abdulmohsin;  Sherif, Mohsen;  Ahmed, Ali Najah;  El-Shafie, Ahmed
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
Prediction model  Sub-surface reservoir  Evaporation rate estimation  Arid region  Neural network model