Publication | Bokyungson

SCI(E)

* : first author

14.

Bae, S., Lee, G., Chung, I., Kim, Y., Kim, Y., Im, J., Hwang, S., Son, B., Sung, T (Submitted)

13.

Lee, S., Yoo, C., Son, B., Cho, D., Chakraborty, TC., Im, J. (In revision)

12.

Lee, G., Lee, J., Im, J., Son, B., Park, S. (In review)

11.

Sung, T., Yang, S., Kim, W., Kang, Y., Son, B., Lee, J., Im, J. (In revision)

10.

Seo, I., Hyun, J., Son, B., Lee, Y., Im, J., Kim, J., Jeong, J., Yoo, G. (In revision)

Son, B.*, Sung, T*., Bae, S., Choo, M., Im, J., Lee, Y., Rana, S.M., Cho, D., Yoo, C., Hong, J., Lee, H., Kim, H. UNIQUE: Unified, high-resolution intelligent carbon quantification and explanation (In revision)

Son, B.*, Jung, S., Lee, J., Im, J., Park, S. Exploring future drought prediction strategies: Leveraging time-series decomposition in deep learning (In revision)

Bae, S., Son, B., Sung, T., Kim, Y., Kim, Y., Im, J. (2026). All-sky hourly estimation over East Asia using Himawari-8 AHI and multi-source data: investigating the main climatic drivers of afternoon depression and intraday variability in gross primary productivity. GIScience & Remote Sensing, 63(1).

Kim, W., Lee, J., Kang, Y., Im, J., Son, B., & Lee, J. (2026). Retrieving Woody Components from Time-Series Gap-Fraction and Multispectral Satellite Observations over Deciduous Forests. Remote Sensing, 18(1), 10.

Bae, S., Son, B., Sung, T., Kang, Y., Im, J. (2025). Advancing hourly gross primary productivity mapping over East Asia using Himawari-8 AHI and artificial intelligence: Unveiling the impact of aerosol-induced radiation dynamics. Remote Sensing of Environment, 323, 114735.

Lee, Y.*, Son, B.*, Im, J., Zhen, Z., & Quackenbush, L. J. (2024). Two-step carbon storage estimation in human settlements in urban areas using airborne LiDAR and Sentinel-2 data based on machine learning. Urban Forestry & Urban Greening, 128239.

Lee, J., Im, J., Son, B., Cosio, E. G., & Salinas, N. (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.

Cho, D., Yoo, C., Son, B., Im, J., Yoon, D., & Cha, D. H. (2022). A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approaches. Weather and Climate Extremes, 35, 100410.

Son, B.*, Park, S.*, Im, J., Park, S., Ke, Y., & Quackenbush, L. J. (2021). A new drought monitoring approach: Vector Projection Analysis (VPA). Remote Sensing of Environment, 252, 112145

SCOPUS or KCI

* : first author

Lee, Y., Jegal, S., Lee, S., Son, B., Im, J. (2025). Impact of Urban Tree Canopy on Land Surface Temperature and Green Space Inequities in Suwon, South Korea. Korean Journal of Remote Sensing, 41(5), 843-857.

Bae, S.*, Son, B*., Sung, T., Lee, Y., Im, J., Kang, Y. (2023). Estimation of Fractional Urban Tree Canopy Cover through Machine Learning Using Optical Satellite Images. Korean Journal of Remote Sensing, 39(5), 1009-1029.

Lee, Y., Son, B., Im, J. (2023). Detection of Individual Trees in Human Settlement Using Airborne LiDAR Data and Deep Learning-Based Urban Green Space Map. Korean Journal of Remote Sensing, 39(5-4), 1145-1153.

Park., S., Son, B., Im, J., Kang, Y., Kwon, C., Kim, S. (2022). Development of Mid-range Forecast Models of Forest Fire Risk Using Machine Learning. Korean Journal of Remote Sensing, 38(5), 781-791.

Son, B.*, Lee, Y., Im, J. (2021). Classification of Urban Green Space Using Airborne LiDAR and RGB Ortho Imagery Based on Deep Learning. Journal of the Korean Association of Geographic Information Studies, 24(3), 83-98.

Son, B.*, Im, J.*, Park, S., & Lee, J. (2021). Satellite-based Drought Forecasting: Research Trends, Challenges, and Future Directions. Korean Journal of Remote Sensing, 37(4), 815-831.

Lee, J., Kang, Y., Son, B., Im, J., & Jang, K. (2021). Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery. Korean Journal of Remote Sensing, 37(6-1), 1719–1729.

Park, S.*, Son, B.*, Im, J., Lee, J., Lee, B., & Kwon, C. (2019). Development of satellite-based drought indices for assessing wildfire risk. Korean Journal of Remote Sensing, 35(6-3), 1285-1298.