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S. Mohyeddin Bateni
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- affiliation: University of Hawaii at Manoa, Department of Civil and Environmental Engineering and Water Resources Research Center, Honolulu, USA
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Journal Articles
- 2024
- [j24]Han Wang, Kebiao Mao, Jiancheng Shi, Sayed M. Bateni, Altantuya Dorjsuren, Sainbuyan Bayarsaikhan, Yuhai Bao:
A normal form for synchronous land surface temperature and emissivity retrieval using deep learning coupled physical and statistical methods. Int. J. Appl. Earth Obs. Geoinformation 127: 103704 (2024) - [j23]Mehdi Jamei, Mumtaz Ali, Sayed M. Bateni, Changhyun Jun, Masoud Karbasi, Anurag Malik, Mozhdeh Jamei, Zaher Mundher Yaseen:
Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy. Comput. Electron. Agric. 217: 108609 (2024) - [j22]Jinwook Lee, Sayed M. Bateni, Changhyun Jun, Essam Heggy, Mehdi Jamei, Dongkyun Kim, Hamidreza Ghafouri, Jonathan L. Deenik:
Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting. Eng. Appl. Artif. Intell. 135: 108744 (2024) - [j21]Mohammad Valipour, Helaleh Khoshkam, Sayed M. Bateni, Changhyun Jun:
Machine-learning-based short-term forecasting of daily precipitation in different climate regions across the contiguous United States. Expert Syst. Appl. 238(Part D): 121907 (2024) - [j20]Saeid Janizadeh, Thanh-Hai Tran, Sayed M. Bateni, Changhyun Jun, Dongkyun Kim, Clay Trauernicht, Essam Heggy:
Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua'i and Moloka'i Islands, Hawaii. Expert Syst. Appl. 258: 124963 (2024) - [j19]Changzhi Yang, Kebiao Mao, Zhonghua Guo, Jiancheng Shi, Sayed M. Bateni, Zijin Yuan:
Review of GNSS-R Technology for Soil Moisture Inversion. Remote. Sens. 16(7): 1193 (2024) - 2023
- [j18]Fatemeh Rezaie, Mahdi Panahi, Sayed M. Bateni, Saro Lee, Changhyun Jun, Clay Trauernicht, Christopher M. U. Neale:
Development of novel optimized deep learning algorithms for wildfire modeling: A case study of Maui, Hawai'i. Eng. Appl. Artif. Intell. 125: 106699 (2023) - [j17]Roohollah Noori, R. Iestyn Woolway, Changhyun Jun, Sayed M. Bateni, Danial Naderian, Sadegh Partani, Mohsen Maghrebi, Merja Pulkkanen:
Multi-decadal change in summer mean water temperature in Lake Konnevesi, Finland (1984-2021). Ecol. Informatics 78: 102331 (2023) - [j16]Kebiao Mao, Han Wang, Jiancheng Shi, Essam Heggy, Shengli Wu, Sayed M. Bateni, Guoming Du:
A General Paradigm for Retrieving Soil Moisture and Surface Temperature from Passive Microwave Remote Sensing Data Based on Artificial Intelligence. Remote. Sens. 15(7): 1793 (2023) - [j15]Ruyu Mei, Kebiao Mao, Jiancheng Shi, Jeffrey R. Nielson, Sayed M. Bateni, Fei Meng, Guoming Du:
A Novel Physics-Statistical Coupled Paradigm for Retrieving Integrated Water Vapor Content Based on Artificial Intelligence. Remote. Sens. 15(17): 4250 (2023) - [j14]Mahyat Shafapour Tehrany, Fatemeh Rezaie, Changhyun Jun, Essam Heggy, Sayed M. Bateni, Mahdi Panahi, Haluk Özener, Farzin Shabani, Hamidreza Moeini:
Mapping Post-Earthquake Landslide Susceptibility Using U-Net, VGG-16, VGG-19, and Metaheuristic Algorithms. Remote. Sens. 15(18): 4501 (2023) - 2022
- [j13]Baoyu Du, Kebiao Mao, Sayed M. Bateni, Fei Meng, Xu-Ming Wang, Zhonghua Guo, Changhyun Jun, Guoming Du:
A Novel Fully Coupled Physical-Statistical-Deep Learning Method for Retrieving Near-Surface Air Temperature from Multisource Data. Remote. Sens. 14(22): 5812 (2022) - 2020
- [j12]Xinlei He, Tongren Xu, Youlong Xia, Sayed M. Bateni, Zhixia Guo, Shaomin Liu, Kebiao Mao, Yuan Zhang, Huaize Feng, Jingxue Zhao:
A Bayesian Three-Cornered Hat (BTCH) Method: Improving the Terrestrial Evapotranspiration Estimation. Remote. Sens. 12(5): 878 (2020) - [j11]Elahe Tajfar, Sayed M. Bateni, Essam Heggy, Tongren Xu:
Feasibility of Estimating Turbulent Heat Fluxes via Variational Assimilation of Reference-Level Air Temperature and Specific Humidity Observations. Remote. Sens. 12(7): 1065 (2020) - 2018
- [j10]Xinlei He, Tongren Xu, Sayed M. Bateni, Christopher M. U. Neale, Thomas Auligne, Shaomin Liu, Kaicun Wang, Kebiao Mao, Yunjun Yao:
Evaluation of the Weak Constraint Data Assimilation Approach for Estimating Turbulent Heat Fluxes at Six Sites. Remote. Sens. 10(12): 1994 (2018) - 2017
- [j9]Samad Emamgholizadeh, Kiana Bahman, S. Mohyeddin Bateni, Hadi Ghorbani, Isa Marofpoor, Jeffrey R. Nielson:
Estimation of soil dispersivity using soft computing approaches. Neural Comput. Appl. 28(S-1): 207-216 (2017) - 2015
- [j8]S. Mohyeddin Bateni, M. Mortazavi-Naeini, Behzad Ataie-Ashtiani, Dong-Sheng Jeng, R. Khanbilvardi:
Evaluation of methods for estimating aquifer hydraulic parameters. Appl. Soft Comput. 28: 541-549 (2015) - [j7]Tongren Xu, S. Mohyeddin Bateni, Shunlin Liang:
Estimating Turbulent Heat Fluxes With a Weak-Constraint Data Assimilation Scheme: A Case Study (HiWATER-MUSOEXE). IEEE Geosci. Remote. Sens. Lett. 12(1): 68-72 (2015) - [j6]S. Mohyeddin Bateni, Steven A. Margulis, Erika Podest, Kyle C. McDonald:
Characterizing Snowpack and the Freeze-Thaw State of Underlying Soil via Assimilation of Multifrequency Passive/Active Microwave Data: A Case Study (NASA CLPX 2003). IEEE Trans. Geosci. Remote. Sens. 53(1): 173-189 (2015) - 2013
- [j5]Samad Emamgholizadeh, S. Mohyeddin Bateni, Dong-Sheng Jeng:
Artificial intelligence-based estimation of flushing half-cone geometry. Eng. Appl. Artif. Intell. 26(10): 2551-2558 (2013) - [j4]S. Mohyeddin Bateni, Chunlin Huang, Steven A. Margulis, Erika Podest, Kyle McDonald:
Feasibility of Characterizing Snowpack and the Freeze-Thaw State of Underlying Soil Using Multifrequency Active/Passive Microwave Data. IEEE Trans. Geosci. Remote. Sens. 51(7-2): 4085-4102 (2013) - 2012
- [j3]S. Mohyeddin Bateni, Dong-Sheng Jeng, S. M. Mortazavi Naeini:
Estimating soil thermal properties from sequences of land surface temperature using hybrid Genetic Algorithm-Finite Difference method. Eng. Appl. Artif. Intell. 25(7): 1425-1436 (2012) - 2007
- [j2]S. Mohyeddin Bateni, Dong-Sheng Jeng, Bruce W. Melville:
Bayesian neural networks for prediction of equilibrium and time-dependent scour depth around bridge piers. Adv. Eng. Softw. 38(2): 102-111 (2007) - [j1]S. Mohyeddin Bateni, S. M. Borghei, Dong-Sheng Jeng:
Neural network and neuro-fuzzy assessments for scour depth around bridge piers. Eng. Appl. Artif. Intell. 20(3): 401-414 (2007)
Conference and Workshop Papers
- 2021
- [c2]Sayed M. Bateni, Mahdi Navari, Sujay Kumar, Essam Heggy:
Feasibility of Estimating Snow Emissivity Via Assimilation of Multifrequency Passive Microwave Data. IGARSS 2021: 5582-5585 - [c1]Fatemeh Rezaie, Sayed M. Bateni, Essam Heggy, Saro Lee:
Utilizing the SAR, GIS, and Novel Hybrid Metaheuristic-GMDH Algorithm for Flood Susceptibility Mapping. IGARSS 2021: 8612-8615
Coauthor Index
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