Updating the 2001 National Land Cover Database Impervious Surface Products to 2006 using Landsat Imagery Change Detection Methods

Remote Sensing of Environment

Volumn 114, Issue 8, 2010, Pages 1676-1686

  Xian, George ^a   Homer, Collin ^a  

^a EARTH RESOURCES OBSERVATION AND SCIENCE EROS CENTER   (United States)

Author keywords

Change vector analysis; Impervious surface; Land cover; Landsat imagery; Urban

Indexed keywords

CHANGE DETECTION; CHANGE VECTOR ANALYSIS; IMPERVIOUS COVER; IMPERVIOUS SURFACE; LAND COVER; LAND COVER CLASSIFICATION; LANDSAT; LANDSAT IMAGERY; LOW COSTS; STUDY SITES; U.S. GEOLOGICAL SURVEYS; URBAN DEVELOPMENT;

DATABASE SYSTEMS;

LANDFORMS;

DATABASE; GEOLOGICAL SURVEY; LAND COVER; LANDSAT; SATELLITE IMAGERY; SPATIOTEMPORAL ANALYSIS; URBAN DEVELOPMENT;

EID: 77955315839     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2010.02.018     Document Type: Article

References (39)

1. Arnfield A.J. Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island. International Journal of Climatology 2003, 23:1-26.
2. Arnold C.A., Gibbons C.J. Impervious surface coverage: The emergence of a key urban environmental indicator. Journal of the American Planning Association 1996, 62:243-258.
3. Bovolo F., Bruzzone L. A theoretical framework for unsupervised change detection based on change vector analysis in polar domain. IEEE Transactions on Geoscience and Remote Sensing 2007, 45:218-236.
4. Cakir H.I., Khorram S., Nelson S.A.C. Correspondence analysis for detecting land cover change. Remote Sensing of Environment 2006, 102:306-317.
5. Canty M., Nielsen A.A., Schmidt M. Automatic radiometric normalization of multitemporal satellite imagery. Remote Sensing of Environment 2004, 91:441-451.
6. Carlson T.N. Applications of remote sensing to urban problems. Remote Sensing of Environment 2003, 86:273-274.
7. Chander, G., Huang, C., Yang., L., & Homer, C. in press. Developing consistent Landsat data sets for large area applications: The MRLC 2001 protocol. International Journal of Remote Sensing.
8. Coppin P., Jonckheere I., Nackerts K., Muys B. Digital change detection methods in ecosystem monitoring: a review. International Journal of Remote Sensing 2004, 10:1565-1596.
9. Duh J.D., Chang H., Shandas V., George L.A. Rates of urbanisation and the resiliency of air and water quality. Science of the Total Environment 2008, 400:238-256.
10. Esch T., Himmler V., Schorcht G., Thiel M., Wehrmann T., Bachofer F., et al. Large-area assessment of impervious surface based on integrated analysis of single-date landsat-7 images and geospatial vector data. Remote Sensing of Environment 2009, 113:1678-1690.
11. Greenfield E.J., Nowak D.J., Walton J.T. Assessment of 2001 NLCD percent tree and impervious cover estimates. Photogrammetric Engineering and Remote Sensing 2009, 75:1279-1286.
12. Gillies R.P., Symanzik J.B., Rodemaker E.J. Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta - a satellite perspective. Remote Sensing of Environment 2003, 86:411-422.
13. Hebble E.E., Carlson T.N., Daniel K. Impervious surface area and residential housing density: A satellite perspective. Geocarto International 2001, 16:13-18.
14. Herb W.R., Mohseni J.B., Stefan H.G. Thermal pollution of streams by runoff from paved surfaces. Hydrological Processes 2008, 22:987-999.
15. Herold M., Hemphill J., Clark K.C. Remote sensing and urban growth theory. Urban Remote Sensing 2007, 412. CRC Press. Q. Weng, D.A. Quattrochi (Eds.).
16. Homer C., Dewitz J., Fry J., Coan M., Hossain N., Larson C., et al. Completion of the 2001 National Land Cover Database for the Conterminous United States. Photogrammetric Engineering and Remote Sensing 2007, 73:337-341.
17. Homer C., Huang C., Yang L., Wylie B., Coan M. Development of a 2001 national land cover database for the United States. Photogrammetric Engineering & Remote Sensing 2004, 70:829-840.
18. Hu X., Weng Q. Estimating impervious surface from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks. Remote Sensing of Environment 2009, 113:2089-2102.
19. Nelson T., Wilson H.G., Boots B., Wulder M.A. Use of ordinal coversion for radiometric normalization and change detection. International Journal of Remote Sensing 2005, 26:535-541.
20. Omernik J.M. Perspectives on the nature and definition of ecological regions. Environmental Management 2004, 34(Suppl.1):s27-s38.
21. Pickett S.T.A., Cadenasso M.L., Grove J.M., Groffman P.M., Band L.E., Boone C.G., et al. Beyond urban legends: An emerging framework of urban ecology, as illustrated by the Baltimore ecosystem study. BioScience 2008, 58:139-150.
22. Powell S.L., Cohen W.B., Yang Z., Pierce J.D., Alberti M. Quantification of impervious surface in the Snohomish water resources inventory area of western Washington, from 1972-2006. Remote Sensing of Environment 2008, 112:1895-1908.
23. Schueler T.R. The importance of imperviousness. Watershed Protection Techniques. 1994, 1(3):100-111.
24. Small C., Pozzi F., Elvidge C.D. Spatial analysis of global urban extent from DMSP-OLS night lights. Remote Sensing of Environment 2005, 277:277-291.
25. Thompson K.K., Botter A.M. Modeling of thermal runoff response from an asphalt-paved plot in the framework of the mass response functions. Water Resources Research 2008, 44:W11405. 1-13. 10.1029/2007WR005993.
26. Thompson A.M., Gemechu A.L., Roa-Espinosa A., Wilson T., Norman J.M. Modeling the effect of summertime heating on urban runoff temperature. Journal of the American Water Resources Association 2008, 44:1548-1563.
27. Thompson A.M., Vandermuss A.J., Kim K. Thermal characteristics of stormwater runoff from asphalt and sod surface. Journal of the American Water Resources Association 2008, 44:1325-1336.
28. Vogelmann J.E., Howard S.M., Yang L., Larson C.R., Wylie B.K., Van Driel N. Completion of the 1990's National Land Cover Data Set for the conterminous United States from Landsat Thematic Mapper Data and ancillary data sources. Photogrammetric Engineering & Remote Sensing 2001, 67:650-662.
29. Weng Q., Hu X., Lu D. Extracting impervious surfaces from medium spatial resolution multispectral and hyperspectral imagery: A comparison. International Journal of Remote Sensing 2008, 29:3209-3232.
30. Weng Q., Lu D. A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States. International Journal of Applied Earth Observation and Geoinformation 2008, 10:68-83.
31. Xian G., Crane M. Assessments of urban growth in the Tampa Bay watershed using remote sensing data. Remote Sensing of Environment 2005, 97:203-215.
32. Xian G., Crane M., Su J. An analysis of urban development and its environmental impact on the Tampa Bay watershed. Journal of Environmental Management 2007, 85:965-976.
33. Xian G. Satellite remotely-sensed land surface parameters and their climatic effects for three metropolitan regions. Advances in Space Research 2008, 41:1861-1869.
34. Xian G. Mapping impervious surface using classification and regression tree algorithm. Remote Sensing of Impervious Surface 2008, 39-58. CRC Press. Q. Weng (Ed.).
35. Xian G., Crane M., McMahon C. Quantifying multi-temporal urban development characteristics in Las Vegas from Landsat and ASTER data. Photogrammetric Engineering & Remote Sensing 2008, 74:473-481.
36. Xian G., Homer C., Fry J. Updating the 2001 National Land Cover Database Land Cover Classification to 2006 by using Landsat Imagery Change Detection Methods. Remote Sensing of Environment 2009, 113:1133-1147.
37. Yang J.S., Artigas F.J. Estimating impervious surfaces area of urban watershed using ASTER data. Journal of Environmental Informatics 2008, 12:1-8.
38. Yang L., Huang C., Homer C.G., Wylie B.K., Coan M.J. An approach for mapping large-area impervious surfaces: Synergistic use of Landsat 7 ETM+and high spatial resolution imagery. Canadian Journal of Remote Sensing 2003, 29:230-240.
39. Yang X., Lo C.P. Relative radiometric normalization performance for change detection from multi-date satellite images. Photogrammetric Engineering & Remote Sensing 2000, 66:967-980.