Research on impervious surface dynamic changes based on Landsat satellite images in Nantong, China

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 10156, Issue , 2016, Pages

  Lu, Xiu ^a   Li, Jia ^a   Duan, Ping ^a   Wang, Jinliang ^a   Zhang, Chi ^b  

^a YUNNAN NORMAL UNIVERSITY   (China)

^b NANTONG UNIVERSITY   (China)

Author keywords

Dynamic changes; Impervious surface; Nantong city; The decision tree classification method

Indexed keywords

DATA MINING; DECISION TREES; ENVIRONMENTAL ENGINEERING; ENVIRONMENTAL TECHNOLOGY; REMOTE SENSING; SATELLITE IMAGERY; TREES (MATHEMATICS);

CLASSIFICATION AND REGRESSION TREE; CLASSIFICATION PRECISION; DECISION TREE CLASSIFICATION; DYNAMIC CHANGES; IMPERVIOUS SURFACE; IMPERVIOUS SURFACE AREA; LANDSAT SATELLITE IMAGES; NANTONG;

SAFETY TESTING;

EID: 85006237295     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2244958     Document Type: Conference Paper

References (8)

1. Arnold, C. L., Gibbons, C. J., "Impervious surface coverage: The emergence of a key environmental indicator", Journal of the American Planning Association. Papers 62(2), 243-258(1996).
2. Liu, S. H., Wu, C. J., Shen, H. Q., "Beijing urban land use expansion model based on GIS", The Geographical Journal. Papers 55(4), 407-416(2000).
3. Weng, Q. H., Lu, D. S., "Landscape as a continuum: An examination of the urban landscape structures and dynamics of Indianapolis City, 1991-2000, by using satellite images", International Journal of Remote Sensing. Papers 30(10), 2547-2577(2009).
4. Slonecker, E. T., Jennings, D. B., "Remote sensing of impervious surface: A review", Remote Sensing Reviews. Papers 20(3), 227-255(2001).
5. Liu, Z. H., Wang, Y. L., Peng, J., "Impervious surface and application research progress of remote sensing monitoring", Progress in Geography. Papers 29(9), 1143-1152(2010).
6. Xu, H. Q., "Remote sensing information extraction technology of urban construction land based on compressed data dimension", Chinese Journal of image and graphics. Papers 10(2), 223-229(2005).
7. Wu, Z. J., Zhao, S. H., "Research on "enhanced index building land index" based on TM images", Remote sensing of land and resources. Papers 24(2), 50-55(2012).
8. Shi, P. J., Chen, J., Pan, Y. Z., "The mechanism analysis of land use change in ShenZhen", The Geographical Journal. Papers 55(2), 151-160(2000).