Synergetic efficiency of Lidar and WorldView-2 for 3D urban cartography in Northeast Mexico |
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Authors: | Fabiola D. Yépez Rincón Diego F. Lozano García |
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Affiliation: | 1. Institute of Civil Engineering, Universidad Autónoma de Nuevo León, San Nicolás de los Garza, Mexico;2. Instituto Tecnológico y de Estudios Superiores de Monterrey, Monterrey, Mexico |
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Abstract: | Three-dimensional urban cartography is needed for city changes’ assessment. The variety of studies using 3D calculations of urban elements grows each year. Building and vegetation volumes are necessary to assess and understand spatio-temporal urban changeable environments. However, there are technical questions as to which method can improve 3D urban cartographic accuracy. The innovative part of this current study is the creation of a six-band hybrid obtained from LIDAR and WorldView2 synergy. Two different enhancement algorithms demonstrated the most important spectral features for the urban development and vegetation classes. Results indicated an improvement in accuracy by up to 21.3%, according to the Kappa coefficient. Both infra-red band and intensity band were the most significant, according to the principal components analysis. The synergy delimited classes and polygons, as well as the direct display of information regarding heights of elements and improving the extraction of roads, buildings and vegetation classes. |
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Keywords: | Urban areas soil coverage classification |
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