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Methodology for classifying and detecting intra-urban land use change: A case study of Changchun city during the last 100 years
Resümee
Urban internal function and structure which is represented by intra-urban land use information is important spa- tial-explicitly information in urban geography research and urban planning or management; however, its extraction of fine-scale spatial information is still a difficult question in geographic information science (GIS). To overcome the difficulty in detecting intra-urban land use types using remotely sensed data alone and the positioning errors of mismatch in overlaying multi-temporal images, we have developed a digital reconstructing method to classify and detect intra-urban land use change through combining the "hierarchical classification" and "object-oriented segmentation" methods. This paper traces back to the historical developing process of Changchun city based on the above methods to classify and detect the detail intra-urban land use types including residential land, commercial land, industrial land, roads, water body and urban green space. The study has resolved the key problems on accurate spatial positioning from multi-scale and different data sources, classifying intra-urban land from function characteristics and detecting historical developing process of metropolis. Furthermore, we combined the SPOT5 imagery, 1:10000 topographic maps, historical maps, urban planning map and other auxiliary data of Changchun City to classify and detect its intra-urban land use change from 1905 to 2003. The results indicate that the methods are significant and effective in classifying and detecting urban land use spatial information through combining the human-computer interactive interpretation with the expert-based knowledge from different source data. The methods can not only enhance the accuracy of urban land use classification, but also improve spatial information extraction efficiency and positioning accuracy of multi-temporal spatial overlaying analysis.
Schlüsselwort
城市用地;数字重建;分层分类;对象分割
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