Pacific Northwest Research Station

Title: Quantification of impervious surface in the Snohomish Water Resources Inventory Area of western Washington from 1972-2006

Author: Powell, Scott L.; Cohen, Warren B.; Yang, Zhiqiang; Pierce, John D.; Alberti, Marina

Date: 2008

Source: Remote Sensing of Environment DOI: 10.1016/j.rse.2007.09.010

Description: 

A 34-year time series (1972-2006) of Landsat imagery for a portion of Snohomish and King Counties, Washington (the Snohomish Water Resource Inventory Area (WRIA)) was analyzed to estimate the amount of land that was converted into impervious surface as a result of urban and residential development. Spectral unmixing was used to determine the fractional composition of vegetation, open, and shadow for each pixel. Unsupervised and supervised classification techniques were then used to derive preliminary land cover maps for each time period. Digital orthophotos were used to create agricultural, forest management, high elevation, and riparian masks. In conjunction with established Urban Growth Areas (UGAs), these masks were utilized for the application of spatial rules that identified impervious surface as a surrogate for urban and residential development. Temporal rules that minimized classification error were developed based on each pixel's classified trajectory over the time series of imagery. Overall cross-date classification accuracy for impervious v. nonimpervious surface was 95 percent. The results of the analysis indicate that the area of impervious surface in the Snohomish WRlA increased by 255 percent over 34 years, from 3285 ha in 1972 to 11 652 ha in 2006. This approach demonstrates the unique value of the 35-year Landsat archive for monitoring impervious surface trends in rapidly urbanizing areas.

Keywords: impervious surface, Landsat, multitemporal, change detection, urban sprawl, spectral unmixing, Washington State

View and Print this Publication (1.75 MB)

Publication Notes: 

• We recommend that you also print this page and attach it to the printout of the article, to retain the full citation information.
• This article was written and prepared by U.S. Government employees on official time, and is therefore in the public domain.
• You may send email to pnw_pnwpubs@fs.fed.us to request a hard copy of this publication. (Please specify exactly which publication you are requesting and your mailing address.)

 Get the latest version of the Adobe Acrobat reader or Acrobat Reader for Windows with Search and Accessibility

Citation

Powell, Scott L.; Cohen, Warren B.; Yang, Zhiqiang; Pierce, John D.; Alberti, Marina  2008.  Quantification of impervious surface in the Snohomish Water Resources Inventory Area of western Washington from 1972-2006.   Remote Sensing of Environment DOI: 10.1016/j.rse.2007.09.010.