date
2020.04.08
modification day
2024.09.06
author
CRS(CRS)
hits
921

Big data and Deep learning

Jo, Young­Heon, et al. "On the variations of sea surface pCO2 in the northern South China Sea: A remote sensing based neural network approach." Journal of Geophysical Research: Oceans 117.C8 (2012).

 

Jo, Young­Heon, et al. "Chlorophyll Concentration Derived from Microwave Remote Sensing Measurements USING Artificial Neural Network Algorithm." J. Mar. Sci 26 (2018): 102-110.

 

Park, Jinku, et al. "Reconstruction of Ocean Color Data Using Machine Learning Techniques in Polar Regions: Focusing on Off Cape Hallett, Ross Sea." Remote Sensing 11.11 (2019): 1366.

 

Park, Jinku, Hyun-Cheol Kim, Dukwon Bae, Young-Heon Jo* (2020). Data reconstruction for remotely sensed Chlorophyll-a concentration in the Ross Sea using Ensemble-based machine learning, Remote Sensing, 12,1898 

 

Kim, Dae-Won, et al. "Estimation of Hourly Sea Surface Salinity in the East China Sea Using Geostationary Ocean Color Imager Measurements." Remote Sensing 12.5 (2020): 755.

 

Shin, J., Jo, Y. H., Ryu, J. H., Khim, B. K., & Kim, S. M. (2021). High Spatial-Resolution Red Tide Detection in the Southern Coast of Korea Using U-Net from PlanetScope Imagery. Sensors, 21(13), 4447.

 

Kim, D.W., Kim, S.H., & Jo, Y.H. (2022). Machine Learning to Identify Three Types of Oceanic Fronts Associated with the Changjiang Diluted Water in the East China Sea between 1997 and 2021. Remote Sensing, 14(15), 3574.

Shin, J., Khim, B.-K., Jang, L.-H., Lim, J., & Jo, Y.-H. (2022). Convolutional neural network model for discrimination of harmful algal bloom (HAB) from non-HABs using Sentinel-3 OLCI imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 191, 250-262.

Kim, D. W., Kim, S. H., Baek, J. Y., Lee, J. S., & Jo, Y. H. (2022). GOCI-II based sea surface salinity estimation using machine learning for the first-year summer. International Journal of Remote Sensing, 43(18), 6605?6623.

Baek, J.Y., Park, J.K., Kim, D.W., Lee, J.S., Lee, J.Y., Lee, S.J., & Jo, Y. H. (2022), Role of Aerosols in Spring Blooms in the Central Yellow Sea During the COVID-19 Lockdown by China., Front. Mar. Sci., 9:911819.

Shin, J., Choi, J. G., Kim, S. H., Khim, B. K., & Jo, Y. H. (2022). Environmental variables affecting Sargassum distribution in the East China Sea and the Yellow Sea. Frontiers in Marine Science, 2581.

 

Kim, S. H., Shin, J., Kim, D. W., & Jo, Y. H. (2023). Estimation of Subsurface Salinity and Analysis of Changjiang Diluted Water Volume in the East China Sea. Frontiers in Marine Science, 10, 1247462.

Shin, J., Jo, Y. H., Khim, B. K., & Kim, S. M. (2024). U-Net Super-Resolution Model of GOCI to GOCI-II Image Conversion. IEEE Transactions on Geoscience and Remote Sensing.

Baek, J. Y., Guerreiro, C. V., Kim, J., Nam, J., & Jo, Y. H. (2024). Coastal environmental changes after the Saemangeum seawall construction. Frontiers in Marine Science, 10, 1307218.

 

 

 


 


 


 

 



 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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