Publications

Jaese Lee, Jungho Im, Bokyung Son, Eric G. Cosio, Norma Salinas (2024). Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model. IEEE Transactions on Geoscience and Remote Sensing.

Jaese Lee, Sihun Jung, Jungho Im (2024). ASCAT2SMAP: image-to-image translation to obtain L-band-like soil moisture from C-band satellite data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Seonyoung Park, Jaese Lee, Jongmin Yeom, Eunkyo Seo, Jungho Im (2022). Performance of Drought Indices in Assessing Rice Yield in North Korea and South Korea under the Different Agricultural Systems. Remote Sensing.

Jaese Lee, Sumin Park, Jungho Im, Cheolhee Yoo, Eunkyo Seo (2022). Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning. Journal of Hydrology.

Bokyung Son, Jungho Im, Sumin Park, Jaese Lee (2021). Satellite-based Drought Forecasting: Research Trends, Challenges, and Future Directions. Korean Journal of Remote Sensing.

Jaese Lee, Yoojin Kang, Bokyung Son, Jungho Im, Keunchang Jang (2021). Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery. Korean Journal of Remote Sensing.

Jaese Lee, Woohyeok Kim, Jungho Im, Chunguen Kwon, Sungyong Kim (2021). Detection of Forest Fire Damage from Sentinel-1 SAR Data through the Synergistic Use of Principal Component Analysis and K-means Clustering. Korean Journal of Remote Sensing.

Seongmun Sim, Woohyeok Kim, Jaese Lee, Yoojin Kang, Jungho Im, Chunguen Kwon, Sungyong Kim (2020). Wildfire Severity Mapping Using Sentinel Satellite Data Based on Machine Learning Approaches. Korean Journal of Remote Sensing.

Dongjin Cho, Cheolhee Yoo, Jungho Im, Yeonsu Lee, Jaese Lee (2020). Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique. GIScience and Remote Sensing.

Sumin Park, Bokyung Son, Jungho Im, Jaese Lee, Byungdoo Lee, Chun Geun Kwon (2019). Development of Satellite-based Drought Indices for Assessing Wildfire Risk. Korean Journal of Remote Sensing.