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TitleDevelopment of a system for rapid topographic map revision of urban built-up areas
AuthorZhang, Y; Guindon, B; Lemay, S
SourceCanadian Journal of Remote Sensing vol. 39, no. 5, 2013 p. 367-381, https://doi.org/10.5589/m13-045
Year2013
Alt SeriesEarth Sciences Sector, Contribution Series 20130250
PublisherInforma UK Limited
Documentserial
Lang.English
Mediapaper; on-line; digital
File formatpdf
Subjectsgeophysics; remote sensing; topography; mapping techniques; computer mapping
Illustrationsschematic diagrams; images; histograms; tables
ProgramMethodology, Remote Sensing Science
Released2014 06 04
AbstractA "hybrid", high throughput image processing system is described to provide updated urban information on Canadian topographic maps from moderate resolution image sources such as SPOT. Two features are of particular interest; Buildings to Scale (BTS) (i.e., large buildings to be represented by individual symbols), and Built-up Areas (BUA), the majority of urban developed encompassing smaller structures (typically residential areas) that are represented on maps in a generalized way by a shading or tint. This paper addresses mapping of the latter, hereafter referred to as BUA mapping. A data-driven approach that utilizes a linear vegetation index to reduce data dimensionality and facilitate automation was developed. Full scene interpretation can be completed in approximately 2-3 minutes even on low-cost desktop computers. Accuracy of the BUA mapping output is comparable with that previously provided through traditional labour-intensive means (i.e., visual interpretation of aerial photography). Our process also provides a mapping of high intensity urban areas such as industrial parks and urban cores, thus providing search areas for subsequent extraction of large buildings. Finally, it is argued that the automated techniques described here have applicability in international urban mapping initiatives and the methodology can be adapted to the mapping of natural features such as water bodies and forests.
Summary(Plain Language Summary, not published)
Canada's population is highly urbanized and concentrated in the southern portion of the country. Rapid urban change is occurring both in terms of expansion of major cities due to population growth and in the conversion of land from one use to another. These factors highlight the need for frequent revisions of maps dominated by man-made features. This paper reports on the development of a methodology from satellite imagery to contribute information on these features. Traditional topographic map production has relied on intensive human interpretation of aerial photography; the methodology described here relies on computer processing of satellite imagery to delineate "built-up" areas (smaller structures such as low-rise residential housing). The methodology supports rapid topographic mapping, outputs of which include the delineation of built-up areas as well as mapping of extended areas of man-made surfaces.
GEOSCAN ID293084