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Explore Search: "knowledge extraction" +cegis

Filter Total Items: 33
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Geomorphometric analysis of the Summit and Ridge classes of the Geographic Names Information System

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Automated deep learning-based point cloud classification on USGS 3DEP lidar data using transformer

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Assessing the utility of uncrewed aerial system photogrammetrically derived point clouds for land cover classification in the Alaska North Slope

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Remote sensing-based 3D assessment of landslides: A review of the data, methods, and applications

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Evaluation of classified ground points from National Agriculture Imagery program photogrammetrically derived point clouds

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Automated extraction of areal extents for GNIS Summit features using the eminence core method

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Deep convolutional neural networks for map-type classification

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Channel cross-section analysis for automated stream head identification

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The evolution of geospatial reasoning, analytics, and modeling

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Historical maps inform landform cognition in machine learning

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GeoNat v1.0: A dataset for natural feature mapping with artificial intelligence and supervised learning

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A reference landform ontology for automated delineation of depression landforms from DEMs

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Generalisation operators

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Improving the positional and vertical accuracy of named summits above 13,000 ft in the United States

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Validating the use of object-based image analysis to map commonly-recognized landform features in the United States

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Watersheds and drainage networks

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Automated road breaching to enhance extraction of natural drainage networks from elevation models through deep learning

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GeoImageNet: A multi-source natural feature benchmark dataset for GeoAI and supervised machine learning

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GeoAI for spatial image processing

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Deep learning detection and recognition of spot elevations on historic topographic maps

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Generalization in practice within national mapping agencies

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Weakly supervised spatial deep learning for Earth image segmentation based on imperfect polyline labels

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Spatial data reduction through element -of-interest (EOI) extraction

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Transferring deep learning models for hydrographic feature extraction from IfSAR data in Alaska

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GeoAI and the future of spatial analytics

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The effect of resolution on terrain feature extraction

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The 4th paradigm in multiscale data representation: Modernizing the National Geospatial Data Infrastructure

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GeoAI in the US Geological Survey for topographic mapping

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Automated extraction of natural drainage density patterns for the conterminous United States through high performance computing

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An attention U-Net model for detection of fine-scale hydrologic streamlines

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