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A deep learning based prediction of Arctic sea ice concentration using satellite and reanalysis data

Han, Daehyun , Kim, Youngjoon , Im, Jungho , Lee, Sanggyun

Conference Paper Issue Date2018-12-12 View76

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 View201

A novel lead detection approach to Arctic sea ice thickness estimation using CryoSat-2 satellite data

Im, Jungho , Lee, Sanggyun , Kim, Jin-woo , Shin, Minso

Conference Paper Issue Date2015-04-29 View77

A novel sea ice floe fragmentation index using Sentinel-2 and AMSR2 satellite data based on machine learning File File

Kim, Woohyeok , Sim, Seongmun , Lee, Sanggyun , Stroeve, Julienne , Han, Daehyeon , Im, Jungho

Article Issue Date2025-11 View35

A validation and intercomparison of AIRS, TES and GOSAT CO2 profiles with aircraft observation

Lee, Sanggyun , Im, Jungho

Conference Paper Issue Date2013-10-20 View58

Anomalous slow sea ice recovery in fall and winter 2016 by an extreme warming event in mid-latitudes

Lee, Sanggyun , Kang, Daehyun , Im, Jungho , Lee, Myong-In , Kim, Hyun-Cheol , Ha, Ho Kyung

Conference Paper Issue Date2018-04-09 View77

Arctic lead detection using a waveform mixture algorithm from CryoSat-2 data File File

Lee, Sanggyun , Kim, Hyun-cheol , Im, Jungho

Article Issue Date2018-05 View126

Arctic lead detection using a waveform mixture analysis from CryoSat-2 data

Lee, Sanggyun , Im, Jungho , Han, Daehyeon

Conference Paper Issue Date2017-03-21 View65

Arctic lead detection using a waveform unmixing algorithm from CryoSat-2 data

Lee, Sanggyun , Im, Jungho , Kim, Hyun-Cheol

Conference Paper Issue Date2017-06-12 View86

Arctic lead detection using a waveform unmixing algorithm from CryoSat-2 data

Lee, Sanggyun , Im, Jungho

Conference Paper Issue Date2016-12-14 View71

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 View117

CO2 concentration and its spatiotemporal variation in the troposphere using multi-sensor satellite data, carbon tracker, and aircraft observations File

Lee, Sanggyun , Kim, Dongmin , Im, Jungho , Lee, Myong-In , Park, Young-Gyu

Article Issue Date2017-07 View114

Convective initiation detection using Himawari-8 Advanced Himawari Imager data and random forest

Han, Daehyun , Im, Jungho , Lee, Sanggyun , Kim, Youngjoon , Jang, Kunna

Conference Paper Issue Date2018-11-05 View70

Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Based on Machine Learning Approaches File File

Han, Hyangsun , Lee, Sanggyun , Im, Jungho , Kim, Miae , Lee, Myong-In , Ahn, Myoung Hwan , Chung, Sung-Rae

Article Issue Date2015-07 View192

Detection of convective overshooting tops using MSG SEVIRI, Himawari-8 AHI, and CloudSat CPR data

Im, Jungho , Kim, Miae , Park, Seonyoung , Lee, Sanggyun

Conference Paper Issue Date2015-11-11 View78

Detection of deterministic and probabilistic convection initiation using Himawari-8 Advanced Himawari Imager data File File

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna , Lee, Myong-In

Article Issue Date2017-05 View124

Detection of deterministic and probabilistic convective initiation (CI) using Himawari-8 Advanced Imager data

Lee, Sanggyun , Im, Jungho , Jang, Eunna , Han, Hyangsun

Conference Paper Issue Date2016-04-20 View75

Detection of deterministic and probabilistic convective initiation (CI) using Himawari-8 AHI, weather radar, and lightning data

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna

Conference Paper Issue Date2016-10-25 View62

Detection of probabilistic Convective Initiation (CI) using Himawari-8 AHI, weather radar, and lightning data

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna , Lee, Myong-In

Conference Paper Issue Date2016-12-14 View62

Detection of tropical cyclone centers using satellite data and spatial metrics

Lee, Juhyun , Im, Jungho , Sim, Sungmoon , Lee, Sanggyun

Conference Paper Issue Date2016-10-25 View58

Detection of tropical cyclone centers using satellite data and spatial metrics

Lee, Juhyun , Im, Jungho , Sim, Sungmoon , Lee, Sanggyun

Conference Paper Issue Date2016-10-15 View58

Detection of convective initiation using Himawari-8 Advanced Himawari Imager data and random forest

Han, Daehyun , Im, Jungho , Lee, Sanggyun

Conference Paper Issue Date2018-05-11 View77

Estimating Arctic sea ice thickness in melting season using microwave satellite sensors

Im, Jungho , Lee, Sanggyun , Kim, Jin-woo

Conference Paper Issue Date2015-11-03 View105

Estimation of Monthly Arctic Sea Ice Concentration

Kim, Youngjoon , Han, Daehyun , Lee, Sanggyun , Im, Jungho

Conference Paper Issue Date2018-07-02 View75

GOCI 위성영상과 기계학습을 이용한 한반도 연안 수질평가지수 추정 File File

Jang, Eunna , Im, Jungho , Ha, Sunghyun , Lee, Sanggyun , Park, Young-Gyu

Article Issue Date2016-06 View153

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 View143

Landsat 다중분광영상을 이용한 서남극 Pine Island 빙하의 속도변화 연구

Im, Jungho , Han, Hyangsun , Lee, Sanggyun , Kim, Miae

Conference Paper Issue Date2015-04-16 View81

Machine learning approaches to detect convective initiation (CI) geostationary satellite and weather radar

Im, Jungho , Lee, Sanggyun , Jang, Eunna

Conference Paper Issue Date2015-11-11 View64

Machine learning approaches to detect convective initiation (CI) geostationary satellite and weather radar

Im, Jungho , Lee, Sanggyun , Jang, Eunna

Conference Paper Issue Date2015-10-13 View75

Monitoring and Characterization of Arctic Sea Ice using Radar Altimetry File File

Lee, Sanggyun

Thesis Issue Date2018-02 View90

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

Lee, Juhyun , Kim, Miae , Im, Jungho , Lee, Sanggyun

Conference Paper Issue Date2018-04-13 View132

Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data File

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

Article Issue Date2020-06 View177

Prediction of Monthly Arctic Sea Ice Concentration

Kim, Young Joon , Han, Daehyun , Lee, Sanggyun , Im, Jungho

Conference Paper Issue Date2018-05-10 View68

Prediction of Monthly Arctic Sea Ice Concentration using Deep Learning

Kim, Youngjoon , Han, Daehyun , Lee, Sanggyun , Im, Jungho

Conference Paper Issue Date2018-11-05 View70

Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks File File

Kim, Young Jun , Kim, Hyun-Cheol , Han, Daehyeon , Lee, Sanggyun , Im, Jungho

Article Issue Date2020-03 View116

TerraSAR-X 이중편파 영상과 기계학습을 이용한 북극 해빙의 melt pond 탐지

Im, Jungho , Sim, Sungmoon , Han, Hyangsun , Kim, Miae , Lee, Sanggyun , Shin, Minso , Kim, Duckjin

Conference Paper Issue Date2015-04-16 View82

The spatiotemporal variations of CO2 in the troposphere using multi-sensor satellite data and aircraft observation File

Lee, Sanggyun , Im, Jungho , Lee, Myong-In

Conference Paper Issue Date2015-07-28 View96

다중 위성영상을 이용한 해양 이산화탄소 추정(Estimation of Ocean Carbon Dioxide using Multi-Satellite Imagery)

Im, Jungho , Jang, Eunna , Lee, Sanggyun , Park, Yeonggyu , Park, Geunha

Conference Paper Issue Date2015-04-16 View79

천리안 기상위성자료와 기계학습을 활용한 대류운 발생 전조탐지

Im, Jungho , Lee, Sanggyun , Kim, Miae , Han, Hyangsun

Conference Paper Issue Date2015-04-16 View78

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