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DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
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)  
Developing the artificial neural network-evolutionary algorithms hybrid models (ANN-EA) to predict the daily evaporation from dam reservoirs 期刊论文
发表期刊: ENGINEERING WITH COMPUTERS. 出版年: 2021
作者:  Azar, Naser Arya;  Kardan, Nazila;  Milan, Sami Ghordoyee
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Evaporation  Dam reservoirs  ANN-HHO  ANN-PSO  ANN-WOA  Time series forecast  
A New Approach for Regional Groundwater Level Simulation: Clustering, Simulation, and Optimization 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2021
作者:  Kayhomayoon, Zahra;  Milan, Sami Ghordoyee;  Azar, Naser Arya;  Moghaddam, Hamid Kardan
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Groundwater level  WOA  PSO  Aquifer hydrograph  Spatial clustering  
Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2021, 卷号: 284
作者:  Arabameri, Alireza;  Pal, Subodh Chandra;  Rezaie, Fatemeh;  Chakrabortty, Rabin;  Chowdhuri, Indrajit;  Blaschke, Thomas;  Ngo, Phuong Thao Thi
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Land subsidence  Artificial intelligence  Iran  
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：27/0  |  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)  
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  
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
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  
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