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Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 出版年: 2024, 卷号: 135
作者:  Lee, Jinwook;  Bateni, Sayed M.;  Jun, Changhyun;  Heggy, Essam;  Jamei, Mehdi;  Kim, Dongkyun;  Ghafouri, Hamid Reza;  Deenik, Jonathan L.
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Reference evapotranspiration  Multitemporal forecasting  Multivariate variational mode decomposition  KBest selection  Hybrid system  
Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 611
作者:  Panahi, Mahdi;  Rahmati, Omid;  Kalantari, Zahra;  Darabi, Hamid;  Rezaie, Fatemeh;  Moghaddam, Davoud Davoudi;  Ferreira, Carla Sofia Santos;  Foody, Giles;  Aliramaee, Ramyar;  Bateni, Sayed M.;  Lee, Chang-Wook;  Lee, Saro
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
Flooding  Natural disasters  Spatial prediction  Remote sensing  
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：16/0  |  提交时间：2021/11/19
Groundwater level prediction  hydrological model  Gaussian process regression  support vector  artificial intelligence  machine learning  
Complexity of Forces Driving Trend of Reference Evapotranspiration and Signals of Climate Change 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2020, 卷号: 11, 期号: 10
作者:  Valipour, Mohammad;  Bateni, Sayed M.;  Gholami Sefidkouhi, Mohammad Ali;  Raeini-Sarjaz, Mahmoud;  Singh, Vijay P.
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/07
reference evapotranspiration  climate change  drought  meteorological extremes  climatic variables  wind speed  
Feasibility of Estimating Turbulent Heat Fluxes via Variational Assimilation of Reference-Level Air Temperature and Specific Humidity Observations 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Tajfar, Elahe;  Bateni, Sayed M.;  Heggy, Essam;  Xu, Tongren
收藏  |  浏览/下载：19/0  |  提交时间：2020/07/01
turbulent heat fluxes  available energy  variational data assimilation  air temperature  specific humidity  
Evaluation of different strategies for management of reservoir sedimentation in semi-arid regions: a case study (Dez Reservoir) 期刊论文
发表期刊: LAKE AND RESERVOIR MANAGEMENT. 出版年: 2018, 卷号: 34, 期号: 3, 页码: 270-282
作者:  Emamgholizadeh, Samad;  Bateni, Sayed M.;  Nielson, Jeffry R.
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Bypass  density current  Dez Reservoir  flushing  sediment management  sluicing  watershed management