Development of an Automatic Land Use Extraction System in Urban Areas using VHR Aerial Imagery and GIS Vector Data

سال انتشار: 1391
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 983

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شناسه ملی سند علمی:

JR_IJTE-1-2_001

تاریخ نمایه سازی: 9 فروردین 1393

چکیده مقاله:

Lack of detailed land use (LU) information and efficient data collection methods have made the modeling of urban systems difficult. This study aims to develop a novel hierarchical rule-based LU extraction framework using geographic vector and remotely sensed (RS) data, in order to extract detailed subzonal LU information, residential LU in this study. The LU extraction system is developed to extract residential LU at a fine spatial level  parcel through morphological analysis. First, a novel hybrid pixel- and object-based land cover (LC) classification system, coupledwith a sophisticated GIS post-classification correction process, is developed to extract land cover, including vegetation, parking lot, and bare soil, required for LU classification. The land cover classification system developed results in an overall accuracy of 96.4%. Residential LUs are then extracted by examining the morphological properties of individual parcels (which are derived from RS and geographic vector data) using a binary logistic model, which results in an overall accuracy of 97.5%. The above results show that the LU classification expert system developed can classify and then divide large zones with mixed LUs into single-LU subzones with a high accuracy. Therefore, it has a significant value to address several persistent issues caused by using large zones in urban modeling, such as intrazonal travel and mixed-LU zones.

نویسندگان

Seyed Ahad Beykaei

Ph.D Candidate, Department of Civil Engineering, University of New Brunswick, Canada

Ming Zhong

Associate Professor, Department of Civil Engineering, University of New Brunswick, Canada

Sajad Shiravi

MSc Student, Department of Civil Engineering, University of New Brunswick, Canada

Yun Zhang

Professor, Department of Geomatics and Geodesy, University of New Brunswick, Canada