Polar Science Research Program
Browse "Polar Science Research Program" by Subject machine learning
Showing results 1 to 5 of 5
- 1
Article
Reconstruction of Ocean Color Data Using Machine Learning Techniques in Polar Regions: Focusing on Off Cape Hallett, Ross Sea
기계학습을 이용한 극지 해색 자료 재구성:로스해 케이프할렛 주변
2019-06
Park, Jinku; Kim, Jeong-Hoon; Kim, Hyun-cheol; Kim, Bong-Kuk; Bae, Dukwon; Jo, Young-Heon; Jo, Naeun; Lee, Sang Heon
- 2
Proceeding
Summer sea ice concentration in the Chukchi Sea derived from AMSR2 and NWP data with machine learning approach
AMSR2와 수치기상예측자료에 기계학습 접근을 통해 추정한 척치해 여름철 해빙농도
2019
Han, Hyangsun; Lee, sungjae; Kim, Hyun-cheol
- 3
Article
Prediction of Arctic Sea Ice Concentration Using aFully Data Driven Deep Neural Network
위성영상 기반 딥러닝을 이용한 북극 해빙농도 예측
2017
Chi, Junhwa; Kim, Hyun-cheol
- 4
Article
Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection
2016
Sanggyun Lee; Lindi J. Quackenbush; Kim, Hyun-cheol; Minso Shin; Miae Kim; Jinwoo Kim; Jungho Im
- 5
Article
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
TerraSAR-X 이중편파 자료로부터 기계학습을 이용한 여름철 북극 다년생 해빙의 융해 연못 추출: 척치해에서 중앙의 레이더 입사각 자료를 이용한 사례연구
2016
Han, Hyangsun; Kang, Sung-Ho; Kim, Duk-jin; Kim, Jinwoo; Sim, Seongmun; Kim, Miae; Im, Jungho
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