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Dukwon Bae
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 5
Top Topics
Change Detection
Supervised Classification
Machine Learning
Surface Temperature
Top Venues
Remote. Sens.
Int. J. Appl. Earth Obs. Geoinformation
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Publications
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Siwoo Lee
,
Cheolhee Yoo
,
Jungho Im
,
Dongjin Cho
,
Yeonsu Lee
,
Dukwon Bae
A hybrid machine learning approach to investigate the changing urban thermal environment by dynamic land cover transformation: A case study of Suwon, republic of Korea.
Int. J. Appl. Earth Obs. Geoinformation
122 (2023)
Cheolhee Yoo
,
Jungho Im
,
Dongjin Cho
,
Yeonsu Lee
,
Dukwon Bae
,
Panagiotis Sismanidis
Downscaling MODIS nighttime land surface temperatures in urban areas using ASTER thermal data through local linear forest.
Int. J. Appl. Earth Obs. Geoinformation
110 (2022)
Dongjin Cho
,
Dukwon Bae
,
Cheolhee Yoo
,
Jungho Im
,
Yeonsu Lee
,
Siwoo Lee
All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning.
Remote. Sens.
14 (8) (2022)
Jinku Park
,
Hyun-Cheol Kim
,
Dukwon Bae
,
Young-Heon Jo
Data Reconstruction for Remotely Sensed Chlorophyll-a Concentration in the Ross Sea Using Ensemble-Based Machine Learning.
Remote. Sens.
12 (11) (2020)
Jinku Park
,
Jeong-Hoon Kim
,
Hyun-Cheol Kim
,
Bong-Kuk Kim
,
Dukwon Bae
,
Young-Heon Jo
,
Naeun Jo
,
Sang Heon Lee
Reconstruction of Ocean Color Data Using Machine Learning Techniques in Polar Regions: Focusing on Off Cape Hallett, Ross Sea.
Remote. Sens.
11 (11) (2019)