Dr. Koo has been using various remote sensing sensors (e.g., ICESat-2 laser altimetry, Sentinel-1 SAR, Sentinel-2 optical imagery) to monitor sea ice and glacieres in polar regions.
Dr. Koo has been developing various state-of-the-art machine learning models (e.g., artificial neural network, convolutional neural network, graph neural network, random forest) for classification and regression via remote sensing data.
Dr. Koo has been using Google Earth Engine (GEE) and NASA Earthdata cloud-based platform for processing geospatial big data.
Dr. Koo has been using various geospatial information system (GIS) techniques and software for efficient data analysis and visualization.
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