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@n-jarotest

Nattapon Jaroenchai

University of Illinois at Urbana-Champaign


I am a Ph.D. student in the Geography and GIS department at UIUC. My current research focuses on developing machine learning algorithms to improve the accuracy of remote sensing data to improve our understanding of the Earth's surface and its changing conditions. I am also interested in exploring the potential of GeoAI to enhance decision-making.

Alaska IfSAR Dataset Processing for Streamline Delineation

This notebook provides a comprehensive guide to processing and utilizing the Alaska IfSAR dataset for streamline delineation tasks The Alaska IfSAR dataset, developed by the US Geological Survey (USGS), contains high-resolution geospatial data that includes various terrain, hydrological, and environmental features critical for analyzing water flow across Alaska’s diverse landscape Using these data layers, we can automate the process of delineating streamlines — an essential task for applications in hydrology, flood modeling, and ...