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A hybrid machine learning approach to investigate the changing urban thermal environment by dynamic land cover transformation: A case study of Suwon, republic of Korea File File

Lee, Siwoo , Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Lee, Yeonsu , Bae, Dukwon

Article Issue Date2023-08 View1003
An innovative lightweight 1D-CNN model for efficient monitoring of large-scale forest composition: a case study of Heilongjiang Province, China File File

Ma, Ye , Zhen, Zhen , Li, Fengri , Feng, Fujuan , Zhao, Yinghui

Article Issue Date2023-12 View12
Comparative Assessment of Various Machine Learning-Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas File File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Cha, Dong-Hyun

Article Issue Date2020-04 View40
Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data File

Kim, Miae , Lee, Junghye , Im, Jungho

Article Issue Date2018-04 View22
Design of synthetic promoters for cyanobacteria with generative deep-learning model File

Seo, Euijin , Choi, Yun-Nam , Shin, Ye Rim , Kim, Donghyuk , Lee, Jeong Wook

Article Issue Date2023-07 View18
Enhancing tropical cyclone intensity forecasting with explainable deep learning integrating satellite observations and numerical model outputs File

Lee, Juhyun , Im, Jungho , Shin, Yeji

Article Issue Date2024-06 View10
Estimation of shrub willow biophysical parameters across time and space from Sentinel-2 and unmanned aerial system (UAS) data File

Xu, Jin , Quackenbush, Lindi J. , Volk, Timothy A. , Im, Jungho

Article Issue Date2022-10 View9
Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Lee, Yeonsu , Lee, Jaese

Article Issue Date2020-07 View32
Two-step carbon storage estimation in urban human settlements using airborne LiDAR and Sentinel-2 data based on machine learning File

Lee, Yeonsu , Son, Bokyung , Im, Jungho , Zhen, Zhen , Quackenbush, Lindi J.

Article Issue Date2024-04 View34
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