Design on Smart Grid and Irrigation Management: based on Information Sharing. - Sanghyuk Lee; Youpeng Yang; Mohamed AbdelAzim Ibrahim; Changhyun Jun 001; Eng Gee Lim; Yujia Zhai (ISOCC, 2021)

Application of a Novel Hybrid Method for Flood Susceptibility Mapping with Satellite Images: A Case Study of Seoul, Korea. - Roya Narimani; Changhyun Jun 001; Saqib Shahzad; Jeill Oh; Kyoohong Park (Remote. Sens., 2021)

A Novel Fully Coupled Physical-Statistical-Deep Learning Method for Retrieving Near-Surface Air Temperature from Multisource Data. - Baoyu Du; Kebiao Mao; Sayed M. Bateni; Fei Meng; Xu-Ming Wang; Zhonghua Guo; Changhyun Jun 001; Guoming Du (Remote. Sens., 2022)

Development of novel optimized deep learning algorithms for wildfire modeling: A case study of Maui, Hawai'i. - Fatemeh Rezaie; Mahdi Panahi; Sayed M. Bateni; Saro Lee; Changhyun Jun 001; Clay Trauernicht; Christopher M. U. Neale (Eng. Appl. Artif. Intell., 2023)

Deep Learning-Based Rainfall Prediction Using Cloud Image Analysis. - Jongyun Byun; Changhyun Jun 001; Jinwon Kim; Jaehoon Cha; Roya Narimani (IEEE Trans. Geosci. Remote. Sens., 2023)

Understanding the Way Machines Simulate Hydrological Processes - A Case Study of Predicting Fine-Scale Watershed Response on a Distributed Framework. - Dongkyun Kim; Yong Oh Lee; Changhyun Jun 001; Seokkoo Kang (IEEE Trans. Geosci. Remote. Sens., 2023)

Mapping Post-Earthquake Landslide Susceptibility Using U-Net, VGG-16, VGG-19, and Metaheuristic Algorithms. - Mahyat Shafapour Tehrany; Fatemeh Rezaie; Changhyun Jun 001; Essam Heggy; Sayed M. Bateni; Mahdi Panahi; Haluk Özener; Farzin Shabani; Hamidreza Moeini (Remote. Sens., 2023)

Multi-decadal change in summer mean water temperature in Lake Konnevesi, Finland (1984-2021). - Roohollah Noori; R. Iestyn Woolway; Changhyun Jun 001; Sayed M. Bateni; Danial Naderian; Sadegh Partani; Mohsen Maghrebi; Merja Pulkkanen (Ecol. Informatics, 2023)

Identification of Correlations Between Precipitation Indices and Monthly Dry Days in Seasonal Climate Analysis. - Shabbir Ahmed Osmani; Hoyoung Cha; Kihong Park; Jongjin Baik; Changhyun Jun 001 (IGARSS, 2024)

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. - Mehdi Jamei; Mumtaz Ali; Sayed M. Bateni; Changhyun Jun 001; Masoud Karbasi; Anurag Malik; Mozhdeh Jamei; Zaher Mundher Yaseen (Comput. Electron. Agric., 2024)

Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting. - Jinwook Lee; Sayed M. Bateni; Changhyun Jun 001; Essam Heggy; Mehdi Jamei; Dongkyun Kim; Hamidreza Ghafouri; Jonathan L. Deenik (Eng. Appl. Artif. Intell., 2024)

Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua'i and Moloka'i Islands, Hawaii. - Saeid Janizadeh; Thanh-Hai Tran 001; Sayed M. Bateni; Changhyun Jun 001; Dongkyun Kim; Clay Trauernicht; Essam Heggy (Expert Syst. Appl., 2024)

Wavelet-Based precipitation preprocessing for improved drought Forecasting: A Machine learning approach using tunable Q-factor wavelet transform and maximal overlap discrete wavelet transform. - Shabbir Ahmed Osmani; Changhyun Jun 001; Jongjin Baik; Jinwook Lee; Roya Narimani (Expert Syst. Appl., 2024)

An Effective Algorithm of Outlier Correction in Space-Time Radar Rainfall Data Based on the Iterative Localized Analysis. - Yongchan Kim; Dongkyun Kim; Jeongha Park; Changhyun Jun 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Machine-learning-based short-term forecasting of daily precipitation in different climate regions across the contiguous United States. - Mohammad Valipour; Helaleh Khoshkam; Sayed M. Bateni; Changhyun Jun 001 (Expert Syst. Appl., 2024)

Rainfall Observation Leveraging Raindrop Sounds Acquired Using Waterproof Enclosure: Exploring Optimal Length of Sounds for Frequency Analysis. - Seunghyun Hwang; Changhyun Jun 001; Carlo De Michele; Hyeon-Joon Kim; Jinwook Lee (Sensors, 2024)

Optimizing Temporal Weighting Functions to Improve Rainfall Prediction Accuracy in Merged Numerical Weather Prediction Models for the Korean Peninsula. - Jongyun Byun; Hyeon-Joon Kim; Narae Kang; Jungsoo Yoon; Seokhwan Hwang; Changhyun Jun 001 (Remote. Sens., 2024)

Filling gaps in MODIS NDVI data using hybrid multiple imputation-Machine learning and DINCAE techniques: Case study of the State of Hawaii. - Thi-Thanh-Hai Tran; Sayed M. Bateni; Hamid Mohebzadeh; Changhyun Jun 001; Manish Pandey; Dongkyun Kim (Adv. Eng. Softw., 2025)

River total dissolved gas prediction using a hybrid greedy-stepwise feature selection and bidirectional long short-term memory model. - Khabat Khosravi; Salim Heddam; Changhyun Jun 001; Sayed M. Bateni; Dongkyun Kim; Essam Heggy (Ecol. Informatics, 2025)