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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 View49

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 View25

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 View25

Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection File File

Lee, Sanggyun , Im, Jungho , Kim, Jinwoo , Kim, Miae , Shin, Minso , Kim, Hyun-cheol , Quackenbush, Lindi J.

Article Issue Date2016-09 View20

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning File

Kim, Hyunjun , Ahn, Eunjong , Shin, Myoungsu , Sim, Sung-Han

Article Issue Date2019-05 View24

Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea File File

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

Article Issue Date2020-11 View40

Development of ensemble machine learning models for evaluating seismic demands of steel moment frames File

Nguyen, Hoang D. , Kim, JunHee , Shin, Myoungsu

Article Issue Date2022-07 View18

Downscaling of MODIS One kilometer evapotranspiration using Landsat-8 data and machine learning approaches File File

Ke, Yinghai , Im, Jungho , Park, Seonyoung , Gong, Huili

Article Issue Date2016-03 View20

Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data File File

Jang, Eunna , Im, Jungho , Park, Geun-Ha , Park, Young-Gyu

Article Issue Date2017-08 View25

Estimation of TROPOMI-derived Ground-level SO2 Concentrations Using Machine Learning Over East Asia File File

Choi, Hyunyoung , Kang, Yoojin , Im, Jungho

Article Issue Date2021-04 View46

High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension File File

Jung, Sihun , Yoo, Cheolhee , Im, Jungho

Article Issue Date2022-02 View18

Hydrogenated Graphene with Tunable Poisson's Ratio Using Machine Learning: Implication for Wearable Devices and Strain Sensors File

Ho, Viet Hung , Nguyen, Cao Thang , Nguyen, Hoang D. , Oh, Hyun Suk , Shin, Myoungsu , Kim, Sung Youb

Article Issue Date2022-08 View22

Icing detection over East Asia from geostationary satellite data using machine learning approaches File File

Sim, Seongmun , Im, Jungho , Park, Sumin , Park, Haemi , Ahn, Myoung Hwan , Chan, Pak-wai

Article Issue Date2018-04 View22

Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation File File

Sim, Seongmun , Im, Jungho

Article Issue Date2023-08 View16

Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data File File

Lee, Junghee , Im, Jungho , Kim, Kyungmin , Quackenbush, Lindi J.

Article Issue Date2018-05 View20

Machine learning model for estimating ground-level ozone based on himawari-8 TOA reflectance in Korea File

Beatty, Audrieauna

Thesis Issue Date2024-02 View17

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 View30

Monitoring Coastal Chlorophyll-a Concentrations in Coastal Areas Using Machine Learning Models File File

Kwon, Yong Sung , Baek, Seung Ho , Lim, Young Kyun , Pyo, JongCheol , Ligaray, Mayzonee , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-08 View21

Optimal Management Strategy for Salt Adsorption Capacity in Machine Learning-Based Flow-Electrode Capacitive Deionization Process File

Yu, Sung Il , Jeon, Junbeom , Shin, Yong-Uk , Bae, Hyokwan

Article Issue Date2024-08 View17

Predicting Frost Depth of Soils in South Korea Using Machine Learning Techniques File

Choi, Hyun-Jun , Kim, Sewon , Kim, YoungSeok , Won, Jongmuk

Article Issue Date2022-08 View11

Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data File File

Han, Hyangsun , Kim, Miae , Sim, Seongmun , Kim, Jinwoo , Kim, Duk-jin , Kang, Sung-Ho , Im, Jungho

Article Issue Date2016-01 View28

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 View17

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