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Application of Deep Learning for an Improved Satellite-based Soil Moisture Retrieval Algorithm File

Lee, Jaese

Thesis Issue Date2025-08 View52

ASCAT2SMAP: Image-to-Image Translation to Obtain L-Band-Like Soil Moisture From C-Band Satellite Data File File

Lee, Jaese , Jung, Sihun , Im, Jungho

Article Issue Date2024-07 View153

Comprehensive global fire radiative power evaluation by minimizing detection bias with intercomparison and extended triple collocation analysis File

Kang, Yoojin , Lee, Jaese , Im, Jungho

Article Issue Date2026-01 View29

Detection of Forest Fire Damage from Sentinel-1 SAR Data through the Synergistic Use of Principal Component Analysis and K-means Clustering [Sentinel-1 SAR K-means Clustering] File File

Lee, Jaese , Kim, Woohyeok , Im, Jungho , Kwon, Chunguen , Kim, Sungyong

Article Issue Date2021-10 View197

Development of Satellite-based Drought Indices for Assessing Wildfire Risk File

Park, Sumin , Son, Bokyung , Im, Jungho , Lee, Jaese , Lee, Byungdoo , Kwon, ChunGeun

Article Issue Date2019-12 View112

Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery File

Lee, Jaese , Kang, Yoojin , Son, Bokyung , Im, Jungho , Jang, Keunchang

Article Issue Date2021-12 View167

Exploring the impacts of dual-polarized vegetation indices and U-shaped deep learning architectures on SAR-based burned area mapping File File

Rana, S. M. Sohel , Lee, Jaese , Kang, Yoojin , Im, Jungho

Article Issue Date2026-02 View11

Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model File

Lee, Jaese , Im, Jungho , Son, Bokyung , Cosio, Eric G. , Salinas, Norma

Article Issue Date2024-11 View105

Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning File

Lee, Jaese , Park, Sumin , Im, Jungho , Yoo, Cheolhee , Seo, Eunkyo

Article Issue Date2022-06 View159

Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Lee, Yeonsu , Lee, Jaese

Article Issue Date2020-07 View177

Performance of Drought Indices in Assessing Rice Yield in North Korea and South Korea under the Different Agricultural Systems File File

Park, Seonyoung , Lee, Jaese , Yeom, Jongmin , Seo, Eunkyo , Im, Jungho

Article Issue Date2022-12 View134

Retrieving Woody Components from Time-Series Gap-Fraction and Multispectral Satellite Observations over Deciduous Forests File File

Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Son, Bokyung , Lee, Jiwon

Article Issue Date2025-12 View25

Robust daily satellite sea surface salinity reconstruction using deep learning in low-salinity coastal regions File

Jung, Sihun , Kim, So-Hyun , Jang, Eunna , Lee, Jaese , Han, Daehyeon , Im, Jungho

Article Issue Date2025-12 View97

Satellite-based Drought Forecasting: Research Trends, Challenges, and Future Directions File

Son, Bokyung , Im, Jungho , Park, Sumin , Lee, Jaese

Article Issue Date2021-08 View71

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 View158

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