Enhancing surface drainage mapping in eastern Canada with deep learning applied to LiDAR-derived elevation data
Mathieu F. Bilodeau,
Travis J. Esau,
Qamar U. Zaman
et al.
Abstract:Agricultural dykelands in Nova Scotia rely heavily on a surface drainage technique called land forming, which is used to alter the topography of fields to improve drainage. The presence of land-formed fields provides useful information to better understand land utilization on these lands vulnerable to rising sea levels. Current field boundaries delineation and classification methods, such as manual digitalization and traditional segmentation techniques, are labour-intensive and often require manual and time-co… Show more
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