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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 View50

Detection and monitoring of forest fires using Himawari-8 geostationary satellite data in South Korea File File

Jang, Eunna , Kang, Yoojin , Im, Jungho , Lee, Dong-Won , Yoon, Jongmin , Kim, Sang-Kyun

Article Issue Date2019-02 View25

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 View41

Development of Mid-range Forecast Models of Forest Fire Risk Using Machine Learning File File

Park, Sumin , Son, Bokyung , Im, Jungho , Kang, Yoojin , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2022-10 View50

Efficient Deep Learning Approaches for Active Fire Detection Using Himawari-8 Geostationary Satellite Images File File

Lee, Sihyun , Kang, Yoojin , Sung, Taejun , Im, Jungho

Article Issue Date2023-10 View149

Estimating ground-level particulate matter concentrations using satellite-based data: a review File

Shin, Minso , Kang, Yoojin , Park, Seohui , Im, Jungho , Yoo, Cheolhee , Quackenbush, Lindi J.

Article Issue Date2020-02 View27

Estimation of Fractional Urban Tree Canopy Cover through Machine Learning Using Optical Satellite Images File File

Bae, Sejeong , Son, Bokyung , Sung, Taejun , Lee, Yeonsu , Im, Jungho , Kang, Yoojin

Article Issue Date2023-10 View30

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 View12

Estimation of surface-level NO2 and O-3 concentrations using TROPOMI data and machine learning over East Asia File

Kang, Yoojin , Choi, Hyunyoung , Im, Jungho , Park, Seohui , Shin, Minso , Song, Chang-Keun , Kim, Sangmin

Article Issue Date2021-11 View36

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 View47

Forest fire detection and monitoring in South Korea using geostationary meteorological satellite data

Jang, Eunna , Im, Jungho , Kang, Yoojin

Conference Paper Issue Date2018-04-12 View26

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia File File

Kang, Yoojin , Kim, Miae , Kang, Eunjin , Cho, Dongjin , Im, Jungho

Article Issue Date2022-01 View39

Machine learning apporaches to wildfire detection using geostationary satellite data

Kang, Yoojin , Jang, Kunna , Im, Jungho

Conference Paper Issue Date2018-05-11 View15

Machine learning apporaches to wildfire detection using geostationary satellite data

Kang, Yoojin , Im, Jungho , Jang, Kunna

Conference Paper Issue Date2018-12-11 View18

Machine Learning-Based Atmospheric Correction Based on Radiative Transfer Modeling Using Sentinel-2 MSI Data and Its Validation Focusing on Forest File File

Kang, Yoojin , Kim, Yejin , Im, Jungho , Lim, Joongbin

Article Issue Date2023-10 View24

Machine learning-based wildfire monitoring and characterization using geostationary satellite data File File

Kang, Yoojin

Thesis Issue Date2023-02 View27

Mitigating underestimation of fire emissions from the Advanced Himawari Imager: A machine learning and multi-satellite ensemble approach File

Kang, Yoojin , Im, Jungho

Article Issue Date2024-04 View23

Monitoring Ground-level SO2 Concentrations Based on a Stacking Ensemble Approach Using Satellite Data and Numerical Models File File

Choi, Hyunyoung , Kang, Yoojin , Im, Jungho , Park, Seohui , Shin, Minso , Kim, Sang-Min

Article Issue Date2020-10 View30

Monitoring of overshooting tops over East Asia using Himawari-8 data and machine learning approaches?

Lee, Juhyun , Kim, Miae , Im, Jungho , Kang, Yoojin

Conference Paper Issue Date2018-05-11 View18

Retrieval of hourly PM2.5 using top-of-atmosphere reflectance from geostationary ocean color imagers I and II File

Choi, Hyunyoung , Park, Seonyoung , Kang, Yoojin , Im, Jungho , Song, Sanghyeon

Article Issue Date2023-04 View34

Sensitivity analysis for CAS500-4 atmospheric correction using simulated images and suggestion of the use of geostationary satellite-based atmospheric parameters File File

Kang, Yoojin , Cho, Dongjin , Han, Daehyeon , Im, Jungho , Lim, Joongbi , Oh, Kum-hui , Kwon, Eonhye

Article Issue Date2021-10 View1100

Toward an adaptable deep-learning model for satellite-based wildfire monitoring with consideration of environmental conditions File

Kang, Yoojin , Sung, Taejun , Im, Jungho

Article Issue Date2023-12 View57

Trend Analysis ofVegetation Changes of Korean Fir (Abies koreana Wilson) in Hallasan and Jirisan Using MODIS Imagery File File

Choo, Minki , Yo, Cheolhee , Im, Jungho , Cho, Dongjin , Kang, Yoojin , Oh, Hyunkyung , Lee, Jongsung

Article Issue Date2023-06 View18

Wildfire Severity Mapping Using Sentinel Satellite Data Based on Machine Learning Approaches File

Sim, Seongmun , Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Kwon, Chunguen , Kim, Sungyong

Article Issue Date2020-10 View23

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