Seongjoon Kim

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Linear Regression Model

Machine Learning

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Wonjin Jang, Jinuk Kim, Jin Hwi Kim, Jae-Ki Shin, Kangmin Chon, Eue Tae Kang, Yongeun Park, Seongjoon Kim
Evaluation of Sentinel-2 Based Chlorophyll-a Estimation in a Small-Scale Reservoir: Assessing Accuracy and Availability. Remote. Sens. 16 (2) (2024)
Jinuk Kim, Jin Hwi Kim, Wonjin Jang, JongCheol Pyo, Hyuk Lee, Seohyun Byeon, Hankyu Lee, Yongeun Park, Seongjoon Kim
Enhancing Machine Learning Performance in Estimating CDOM Absorption Coefficient via Data Resampling. Remote. Sens. 16 (13) (2024)
Wonjin Jang, Yongeun Park, Jong Cheol Pyo, Sanghyun Park, Jinuk Kim, Jin Hwi Kim, Kyung Hwa Cho, Jae-Ki Shin, Seongjoon Kim
Optimal Band Selection for Airborne Hyperspectral Imagery to Retrieve a Wide Range of Cyanobacterial Pigment Concentration Using a Data-Driven Approach. Remote. Sens. 14 (7) (2022)
Jeehun Chung, Yonggwan Lee, Jinuk Kim, Chunggil Jung, Seongjoon Kim
Soil Moisture Content Estimation Based on Sentinel-1 SAR Imagery Using an Artificial Neural Network and Hydrological Components. Remote. Sens. 14 (3) (2022)
Jinuk Kim, Wonjin Jang, Jin Hwi Kim, Jiwan Lee, Kyung Hwa Cho, Yong-Gu Lee, Kangmin Chon, Sanghyun Park, Jong Cheol Pyo, Yongeun Park, Seongjoon Kim
Application of airborne hyperspectral imagery to retrieve spatiotemporal CDOM distribution using machine learning in a reservoir. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Chunggil Jung, Yonggwan Lee, Jiwan Lee, Seongjoon Kim
Performance Evaluation of the Multiple Quantile Regression Model for Estimating Spatial Soil Moisture after Filtering Soil Moisture Outliers. Remote. Sens. 12 (10) (2020)
Jeehun Chung, Yonggwan Lee, Wonjin Jang, Siwoon Lee, Seongjoon Kim
Correlation Analysis between Air Temperature and MODIS Land Surface Temperature and Prediction of Air Temperature Using TensorFlow Long Short-Term Memory for the Period of Occurrence of Cold and Heat Waves. Remote. Sens. 12 (19) (2020)
Chung Il Jung, Yonggwan Lee, Younghyun Cho, Seongjoon Kim
A Study of Spatial Soil Moisture Estimation Using a Multiple Linear Regression Model and MODIS Land Surface Temperature Data Corrected by Conditional Merging. Remote. Sens. 9 (8) (2017)
Yonggwan Lee, Seongjoon Kim
The Modified SEBAL for Mapping Daily Spatial Evapotranspiration of South Korea Using Three Flux Towers and Terra MODIS Data. Remote. Sens. 8 (12) (2016)