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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 View198

Classification and mapping of paddy rice by combining Landsat and SAR time series data File File

Park, Seonyoung , Im, Jungho , Park, Seohui , Yoo, Cheolhee , Han, Hyangsun , Rhee, Jinyoung

Article Issue Date2018-03 View115

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 View179

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 View115

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 View66

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 View53

Detection of melt ponds on sea ice in the Chukchi Sea in summer season using TerraSAR-X dual-polarization data

Im, Jungho , Kim, M , Han, Hyangsun , Sim, Seongmun

Conference Paper Issue Date2015-11-03 View65

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 View55

Elevation change of Antarctic ice shelves from 2011 to 2016 using CryoSat-2

Han, Daehyun , Im, Jungho , Han, Hyangsun

Conference Paper Issue Date2017-03-21 View61

Fast ice detections in West Antarctica using ALOS-1 PALSAR images

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

Conference Paper Issue Date2017-06-14 View60

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 View138

Landsat 5 TM과 RADARSAT-1 융합을 통한 변화탐지

Im, Jungho , Lee, Junghee , Jang, Yeeun , Han, Hyangsun

Conference Paper Issue Date2015-04-16 View66

Landsat 다중분광영상을 이용한 서남극 Pine Island 빙하의 속도변화 연구

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

Conference Paper Issue Date2015-04-16 View73

Monitoring of landfast sea ice in West Antarctica using multisensor data and machine learning approaches

Im, Jungho , Kim, Miae , Han, Hyangsun

Conference Paper Issue Date2015-09-23 View67

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 View171

Pre-trained feature aggregated deep learning-based monitoring of overshooting tops using multi-spectral channels of GeoKompsat-2A advanced meteorological imagery File

Lee, Juhyun , Kim, Miae , Im, Jungho , Han, Hyangsun , Han, Deahyeon

Article Issue Date2021-08 View129

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 View110

Retrieval of Summer Sea Ice Concentration in the Pacific Arctic Ocean from AMSR2 Observations and Numerical Weather Data Using Random Forest Regression File File

Han, Hyangsun , Lee, Sungjae , Kim, Hyun-Cheol , Kim, Miae

Article Issue Date2021-06 View180

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 View71

Tide-corrected flow velocity and mass balance of Campbell Glacier Tongue, East Antarctica, derived from interferometric SAR File

Han, Hyangsun , Lee, Hoonyol

Article Issue Date2015-04 View140

Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data File

Han, Hyangsun , Im, Jungho , Kim, Hyun-cheol

Article Issue Date2016-12 View106

West Antarctic landfast sea ice mapping using ALOS PALSAR data and object correlation image analysis

Kim, Miae , Im, Jungho , Han, Hyangsun , Kim, Hyuncheol

Conference Paper Issue Date2016-04-20 View66

이종영상 자료를 이용한 도로 탐지

Im, Jungho , Shin, Minso , Han, Hyangsun , Park, Sunyoung

Conference Paper Issue Date2015-04-16 View73

천리안 기상위성자료와 기계학습을 활용한 대류운 발생 전조탐지

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

Conference Paper Issue Date2015-04-16 View68

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