Use of satellite-derived landscape imperviousness index to characterize urban spatial growth

Urban change analysis has traditionally been supported through land use/cover classification and map-to-map comparison. In this research, we investigate the usefulness of satellitederived imperviousness index as an alternative for urban spatial growth characterization. The study area, Pensacola, FL, has witnessed considerable growth in population and regional economies during the past decade. The research consists of a number of procedures. First, we identify a method for landscape imperviousness estimation by synergistic use of medium-resolution satellite imagery and high-resolution color orthophoto through multivariate statistical analysis. We apply this method to map landscape imperviousness index for the years of 1989 and 2002, respectively. We assess the maps accuracy with the imperviousness estimation from high-resolution DOQQ imagery as the reference. The overall error is estimated to be less than 10%. Then, we analyze the spatio-temporal changing trend of landscape imperviousness index with the emphasis upon some hot spots of development areas. We find that this trend is compatible with the urban land use/cover changing trend detected through image interpretation. We conclude that satellite-derived landscape imperviousness index is able to serve as an invaluable alternative for quick and objective assessment of urban spatial growth, particularly over large areas. 2005 Elsevier Ltd. All rights reserved. 0198-9715/$ see front matter 2005 Elsevier Ltd. All rights reserved. doi:10.1016/j.compenvurbsys.2005.01.005 * Corresponding author. E-mail address: [email protected] (X. Yang). X. Yang, Z. Liu / Comput., Environ. and Urban Systems 29 (2005) 524–540 525