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Machine learning apporaches to wildfire detection using geostationary satellite data

Kang, Yoojin , Jang, Kunna , Im, Jungho

Conference Paper Issue Date2018-05-11 View11
Machine learning apporaches to wildfire detection using geostationary satellite data

Kang, Yoojin , Im, Jungho , Jang, Kunna

Conference Paper Issue Date2018-12-11 View17
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 View19
Machine learning-based wildfire monitoring and characterization using geostationary satellite data File File

Kang, Yoojin

Thesis Issue Date2023-02 View23
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 View17
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 View14
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 View13
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 View27
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 View954
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 View47
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 View14
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 View13
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