Alaska IfSAR Dataset Processing for Streamline Delineation

Author(s): Nattapon Jaroenchai

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 U.S. 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 environmental monitoring

Keywords: Convolutional Neural Network, geoai, network, U-net model

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Nattapon Jaroenchai

University of Illinois at Urbana-Champaign




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