selected publications
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conference proceeding
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journal article
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Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling.
Journal of Glaciology.
2024
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Thermodynamic and Dynamic Variations in Sea Ice Thickness of the Ross Sea, Antarctica, Driven by Atmospheric Circulation.
Journal of Geophysical Research: Oceans.
2024
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Hierarchical Information-Sharing Convolutional Neural Network for the Prediction of Arctic Sea Ice Concentration and Velocity.
IEEE Transactions on Geoscience and Remote Sensing.
2024
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Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine.
Remote Sensing of Environment: an interdisciplinary journal.
2023
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Sea ice surface type classification of ICESat-2 ATL07 data by using data-driven machine learning model: Ross Sea, Antarctic as an example.
Remote Sensing of Environment: an interdisciplinary journal.
2023
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Estimation of thermodynamic and dynamic contributions to sea ice growth in the Central Arctic using ICESat-2 and MOSAiC SIMBA buoy data.
Remote Sensing of Environment: an interdisciplinary journal.
2021
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Semi-automated tracking of iceberg B43 using Sentinel-1 SAR images via Google Earth Engine.
The Cryosphere.
4727-4744.
2021
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Spatiotemporal Analysis of Sea Ice Leads in the Arctic Ocean Retrieved from IceBridge Laxon Line Data 2012-2018.
Remote Sensing.
2021
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Weekly Mapping of Sea Ice Freeboard in the Ross Sea from ICESat-2.
Remote Sensing.
2021
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Assessment and comparison of landslide susceptibility at open-pit mines in North Korea using GIS.
IOP Conference Series : Earth and Environmental Science.
012041-012041.
2020
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Estimation and Mapping of Solar Irradiance for Korea by Using COMS MI Satellite Images and an Artificial Neural Network Model.
Energies.
2020
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Estimation of Solar Irradiance at Weather Stations in Korea Using Regionally Trained Artificial Neural Network Models.
155-171.
2019
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Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling.
Journal of Glaciology.
2024