Using ISA to analyze the spatial pattern of urban land cover change: A case study in Shenzhen

Dili Xuebao/Acta Geographica Sinica

Volumn 66, Issue 7, 2011, Pages 961-971

  Liu, Zhenhuan ^a   Wang, Yanglin ^a   Peng, Jian ^a   Xie, Miaomiao ^b   Li, You ^a  

^a PEKING UNIVERSITY   (China)

^b CHINA UNIVERSITY OF GEOSCIENCES   (China)

Author keywords

Geostastical methods; Impervious surface area; Linear spectral method analysis; Spatial pattern of urban land cover

Indexed keywords

ACCURACY ASSESSMENT; AUTOCORRELATION; DATA SET; GEOSTATISTICS; LAND CLASSIFICATION; LAND COVER; LANDSCAPE STRUCTURE; PIXEL; REGIONAL GEOGRAPHY; REMOTE SENSING; SPATIOTEMPORAL ANALYSIS; SPECTRAL ANALYSIS; TEMPORAL VARIATION; URBAN AREA; URBANIZATION;

CHINA; GUANGDONG; SHENZHEN;

EID: 84864387590     PISSN: 03755444     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (41)

1. Su Weizhong, Yang Guishan, Zhen Feng. Ecoloical land fragmentation and its connectivity with urbanization in the Yangtze River Delta. Acta Geographica Sinica, 2007, 62(12): 1309-1317.
2. Wu J, Jenerette G D, Buyantuyev A et al. Quantifying spatiotemporal patterns of urbanization: The case of the two fastest growing metropolitan regions in the United States. Ecological Complexity, 2010, doi:10.1016/j.ecocom.2010.03.002.
3. Xian G, Homer C. Updating the 2001 national land cover database impervious surface products to 2006 using Landsat imagery change detection methods. Remote Sensing of Environment, 2010, doi:10.1016/j.rse.2010.02.018.
4. Alberti M. The effects of urban patterns on ecosystem function. International Regional Science Review, 2005, 28(2): 168-192.
5. Wu C. Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery. Remote Sensing of Environment, 2004, 93(4): 480-492.
6. Liu Jiyuan, Deng Xiangzheng. Progress of the research methodologies on the temporal and spatial process of LUCC. Chinese Science Bulletin, 2009, 54(21): 3251-3258.
7. Wu C, Murray A T. Estimating impervious surface distribution by spectral mixture analysis. Remote Sensing of Environment, 2003, 84(4): 493-505.
8. Ridd M K. Exploring a V-I-S (vegetation-impervious surface-soil) model for urban ecosystem analysis through remote sensing: comparative anatomy for cities. International Journal of Remote Sensing, 1995, 16(12): 2165-2185.
9. Phinn S, Stanford M, Scarth P et al. Monitoring the composition and form of urban environments based on the vegetation-impervious surface-soil (VIS) model by sub-pixel analysis techniques. International Journal of Remote Sensing, 2002, 23(20): 4131-4153.
10. Liu Zhenhuan, Wang Yanglin, Peng Jian. Remote sensing of impervious surface and its applications: A review. Progress in Geography, 2010, 29(9): 1143-1152.
11. Yuan F, Sawaya K E, Loeffelholz B C et al. Land cover mapping and change analysis in the Twin Cities Metropolitan Area with Landsat remote sensing. Remote Sensing of Environment, 2005, 98(2/3): 317-328.
12. Garrigues S, Allard D, Baret F et al. Multivariate quantification of landscape spatial heterogeneity using variogram models. Remote Sensing of Environment, 2008, 112(1): 216-230.
13. Xian G, Crane M. Assessments of urban growth in the Tampa Bay watershed using remote sensing data. Remote Sensing of Environment, 2005, 97(2): 203-215.
14. Xiu Hanqiu. Quantitative analysis on the relationship of urban impervious surface with other components of the urban ecosystem. Acta Ecologica Sinica, 2009, 29(5): 2456-2462.
15. Rashed T, Weeks J R, Roberts D et al. Measuring the physical composition of urban morphology using multiple endmember spectral mixture models. Photogrammetric Engineering & Remote Sensing, 2003, 69(9): 1011-1020.
16. Rashed T, Weeks J R, Doug S et al. Measuring temporal compositions of urban morphology through spectral mixture analysis. International Journal of Remote Sensing, 2005, 26(4): 699-718.
17. Xiao Rongbo, Ouyang Zhiyun, Cai Yunnan et al. Uran landscape pattern study based on sub-pixel estimation of impervious surface. Acta Ecologica Sinica, 2007, 27(8): 3189-3197.
18. Yue Wenze. Urban impervious surface distribution estimation by spectral mixture analysis. Journal of Remote Sensing, 2007, 11(6): 915-922.
19. Small C, Pozzi F, Elvidge C D. Spatial analysis of global urban extent from DMSP-OLS night lights. Remote Sensing of Environment, 2005, 96(3/4): 277-291.
20. Cakir H I, Khorram S, Nelson S A C. Correspondence analysis for detecting land cover change. Remote Sensing of Environment, 2006, 102(3/4): 306-317.
21. Powell S L, Cohen W B, Yang Z et al. Quantification of impervious surface in the Snohomish Water Resources Inventory Area of Western Washington from 1972-2006. Remote Sensing of Environment, 2008, 112(4): 1895-1908.
22. Jat M K, Garg P K, Khare D. Monitoring and modelling of urban sprawl using remotesensing and GIS techniques. International Journal of Applied Earth Observation and Geoinformation, 2008, 10(1): 26-43.
23. Yang X, Liu Z. Use of satellite-derived landscape imperviousness index to characterize urban spatial growth. Computers, Environment and Urban Systems, 2005, 29(5): 524-540.
24. 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(4): 965-976.
25. Weng Q, Lu D, Schubring J. Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment, 2004, 89(4): 467-483.
26. Conway T M. Impervious surface as indicator of pH and specific conductance in the urbanizing coastal zone of New Jersey, USA. Journal of Environmental Management, 2007, 85(2): 308-316.
27. Brabec E, Schulte S, Richards P L. Impervious surfaces and water quality: A review of current literature and its implications for watershed planning. Journal of Planning Literature, 2002, 16(4): 499-514.
28. Xian G. Analysis of impacts of urban land use and land cover on air quality in the Las Vegas region using remote sensing information and ground observations. International Journal of Remote Sensing, 2007, 28(24): 5427-5445.
29. Gillies R R, Box J B, Symanzik J et al. Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta: A satellite perspective. Remote Sensing of Environment, 2003, 86(3): 411-422.
30. Alberti M, Booth D, Hill K et al. The impact of urban patterns on aquatic ecosystems: An empirical analysis in Puget lowland sub-basins. Landscape and Urban Planning, 2007, 80(4): 345-361.
31. Buyantuyev A, Wu J, Gries C. Multiscale analysis of the urbanization of the Phoenix metropolitan landscape of USA: Time, space and thematic resolution. Landscape and Urban Planning, 2010, 94(3/4): 206-217.
32. 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(1): 68-83.
33. Xu Hanqiu. A study on information extraction of water body with the Modified Normalized Difference Water Index (MNDWI). Journal of Remote Sensing, 2005, 9(5): 589-595.
34. McFeeter S K. The use of normalized difference water index (NDWI) in the delineation of open water Features. International Journal of Remote Sensing, 1996, 17(7): 1425-1432.
35. Wu Jianguo. Landscape Ecology: Pattern, Process, Scale and Hierarchy. 2nd ed. Beijing: Higher Education Press, 2007.
36. Zhang Xueyan, Hu Yunfeng, Zhuang Dafang et al. The spatial pattern and differentiation of NDVI in Mongolia Plateau. Geographical Research, 2009, 28(1): 10-18.
37. Wu J. Scale and scaling: A cross-disciplinary pers perctive/Wu J, Hobbs R. Key Topics in Landscape Ecology. Cambridge, UK: Cambridge University Press, 2007: 115-142.
38. Wang Fuhai. Study on the dynamic process of spatial extension in the city of Shenzhen [D]. Beijing: Peking University, 2003.
39. Arnold C L. Impervious surface coverage. Journal of the American Planning Association, 1996, 62(2): 243-258.
40. Chen Liding, Liu Yang, Lu Yihe et al. Landscape pattern analysis in landscape ecology. Acta Ecologica Sinica, 2008, 28(11): 5521-5531.
41. Li You, Wang Yanglin, Peng Jian et al. Assessment of urban land suitability for construction in view of landscape ecology. Acta Ecologica Sinica, 2010, 30(8): 2141-2150.