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A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun

Article Issue Date2022-11 View64

A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data File File

Han, Daehyeon , Lee, Juhyun , Im, Jungho , Sim, Seongmun , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2019-06 View53

Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning With Satellite AOD File

Lee, Seunghee , Park, Seohui , Lee, Myong-In , Kim, Ganghan , Im, Jungho , Song, Chang-Keun

Article Issue Date2022-01 View37

Airborne Lidar Sampling Strategies to Enhance Forest Aboveground Biomass Estimation from Landsat Imagery File File

Li, Siqi , Quackenbush, Lindi J. , Im, Jungho

Article Issue Date2019-08 View35

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 View61

Data-driven framework for predicting ground temperature during ground freezing of a silty deposit File

Pham, Khanh , Park, Sangyeong , Choi, Hangseok , Won, Jongmuk

Article Issue Date2021-08 View22

Detection of tropical overshooting cloud tops using himawari-8 imagery File File

Kim, Miae , Im, Jungho , Park, Haemi , Park, Seonyoung , Lee, Myong-In , Ahn, Myoung-Hwan

Article Issue Date2017-07 View57

Energy Consumption Forecasting in Korea Using Machine Learning Algorithms File

Shin, Sun-Youn , Woo, Han-Gyun

Article Issue Date2022-07 View42

Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days File File

Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Yokoya, Naoto , Xia, Junshi , Bechtel, Benjamin

Article Issue Date2020-05 View52

Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery File

Lee, Jaese , Kang, Yoojin , Son, Bokyung , Im, Jungho , Jang, Keunchang

Article Issue Date2021-12 View21

Feasibility analysis of AERONET lunar AOD for nighttime particulate matter estimation File File

Kim, Kwang Nyun , Kim, Seung Hee , Park, Sang Seo , Lee, Yun Gon

Article Issue Date2023-05 View46

Improvement of SMAP sea surface salinity in river-dominated oceans using machine learning approaches File

Jang, Eunna , Kim, Young Jun , Im, Jungho , Park, Young-Gyu

Article Issue Date2021-01 View42

Landfast sea ice monitoring using multisensor fusion in the Antarctic File

Kim, Miae , Im, Jungho , Han, Hyangsun , Kim, Jinwoo , Lee, Sanggyun , Shin, Minso , Kim, Hyun-Cheol

Article Issue Date2015-03 View36

Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest File

Li, Manqi , Im, Jungho , Beier, Colin

Article Issue Date2013-08 View132

Machine-learning models to predict P-and S-wave velocity profiles for Japan as an example File File

Kim, Jisong , Kang, Jae-Do , Kim, Byungmin

Article Issue Date2023-10 View40

Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural network File File

Lee, Yeonjin , Han, Daehyeon , Ahn, Myoung-Hwan , Im, Jungho , Lee, Su Jeong

Article Issue Date2019-08 View28

기계학습 기반 상세화를 통한 위성 지표면온도와 환경부 토지피복도를 이용한 열환경 분석: 대구광역시를 중심으로 File

유철희 , 임정호 , 박선영 , 조동진

Article Issue Date2017-12 View36

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