Graph-based mapping of urban structure types from high-resolution satellite image objects - Case study of the German cities Rostock and Erfurt

IEEE Geoscience and Remote Sensing Letters

Volumn 10, Issue 4, 2013, Pages 932-936

  Walde, Irene ^a   Hese, Soren ^a   Berger, Christian ^a   Schmullius, Christiane ^a  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

Author keywords

High resolution; land cover (LC); land use (LU); planning; structure; urban

Indexed keywords

BUILDING DISTRIBUTION; CLUSTERING COEFFICIENT; GRAPH GENERATION; HIGH RESOLUTION; HIGH RESOLUTION SATELLITE IMAGES; LAND COVER; URBAN; URBAN STRUCTURE TYPES;

GRAPHIC METHODS; LAND USE; PLANNING; STRUCTURE (COMPOSITION); URBAN PLANNING;

BUILDINGS;

EID: 84878627306     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2013.2252323     Document Type: Article

References (27)

1. K. C. Seto, M. Fragkias, B. Güneralp, M. K. Reilly, and J. A. Anel, "A meta-analysis of global urban land expansion," PLoS ONE, vol. 6, no. 8, 2011.
2. E. Banzhaf and R. Höfer, "Monitoring urban structure types as spatial indicators with CIR aerial photographs for a more effective urban environmental management," IEEE J. Selected Topics Appl. Earth Observations Remote Sensing, vol. 1, no. 2, pp. 129-138, Jun. 2008.
3. E. Schöpfer, S. Lang, and F. Albrecht, "Object-fate analysis: Spatial relationships for the assessment of object transition and correspondence," in Object-based image analysis, T. Blaschke, S. Lang, and G. Hay, Eds. Berlin, Germany: Springer, 2008, pp. 785-801.
4. M. Barnsley and S. Barr, "Distinguishing urban land-use categories in fine spatial resolution land-cover data using a graph-based, structural pattern recognition system," Comput., Environ. Urban Syst., vol. 21, no. 3-4, pp. 209-225, 1997.
5. M. Batty and P. Longley, Fractal Cities: A Geometry of Form and Function. New York: Academic Press, 1994.
6. U. C. Benz, P. Hofmann, G. Willhauck, I. Lingenfelder, and H. Markus, "Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information," ISPRS J. Photogrammetry Rem. Sens., vol. 58, nos. 3-4, pp. 239-258, 2004. (Pubitemid 38106043)
7. G. J. Hay and G. Castilla, "Geographic object-based image analysis (GEOBIA): A new name for a new discipline," in Object-based Image Analysis, T. Blaschke, S. Lang, and G. Hay, Eds. Berlin, Germany: Springer, 2008, pp. 75-89.
8. T. Blaschke, "Object based image analysis for remote sensing," ISPRS J. Photogrammetry Rem. Sens., vol. 65, no. 1, pp. 2-16, 2010.
9. S. W. Myint, P. Gober, A. Brazel, S. Grossman-Clarke, and Q. Weng, "Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery," Remote Sens. Environ., vol. 115, no. 5, pp. 1145-1161, 2011.
10. H. J. H. Kux and E. H. G. Ara'ujo, "Object-based image analysis using Quickbird satellite images and GIS data, case study Belo Horizonte (Brazil)," in Object-Based Image Analysis, T. Blaschke, S. Lang, and G. Hay, Eds. Berlin, Germany: Springer, 2008, pp. 571-588.
11. T. Novack, T. Esch, H. Kux, and U. Stilla, "Machine learning comparison between Worldview-2 and Quickbird-2-simulated imagery regarding object-based urban land cover classification," Remote Sens., vol. 3, no. 10, pp. 2263-2282, 2011.
12. T. Blaschke, G. J. Hay, Q. Weng, and B. Resch, "Collective sensing: Integrating geospatial technologies to understand urban systems-an overview," Remote Sens., vol. 3, no. 8, pp. 1743-1776, 2011.
13. M. Herold, J. Scepan, A. Müller, and S. Günther, "Object-oriented mapping and analysis of urban land use/cover using IKONOS data," in Proc. 22nd EARSEL Symp., 2002, pp. 4-6.
14. G. Meinel, R. Hecht, H. Herold, G. Schiller, M. Spangenberg, M. Burgdorf, and R. Kawka, Automatische Ableitung von stadtstrukturellen Grundlagendaten und Integration in einem Geographischen Informations System: Abschlussbericht, Heft 134 ed. Bonn: Bundesamt für Bauwesen und Raumordnung, 2008.
15. S. L. Barr, M. J. Barnsley, and A. Steel, "On the separability of urban land-use categories in fine spatial scale land-cover data using structural pattern recognition," Environ. Planning B: Planning Des., vol. 31, no. 3, pp. 397-418, 2004. (Pubitemid 38688527)
16. T. Bauer and K. Steinnocher, "Per-parcel land use classification in urban areas applying a rule-based technique," GeoBIT/GIS, vol. 6, pp. 24-27, 2001. (Pubitemid 34744387)
17. A. Comber, C. Brunsdon, and C. Farmer, "Community detection in spatial networks: Inferring land use from a planar graph of land cover objects," Int. J. Appl. Earth Observation Geoinform., vol. 18, pp. 274-282, Aug. 2012.
18. P. Cheng, T. Toutin, Y. Zhang, and M. Wood, "Quickbird - geometric correction, path and block processing and data fusion," Earth Observation Mag., vol. 12, no. 3, pp. 24-28, 2003.
19. P. Cheng and C. Chaapel, "Worldview-2 pan-sharpening and geometric correction," GEO Informatics, vol. 13, pp. 30-33, Jun. 2010.
20. C. Berger, M. Voltersen, S. Hese, I. Walde, and C. Schmullius, "Robust extraction of urban land cover information from HSR multi-spectral and LiDAR data," IEEE J. Selected Topics Appl. Earth Observations Remote Sens., accepted.
21. J. Breuste, M. Wachter, and B. Bauer, Eds., Beitrage zur umwelt- und sozialvertraglichen Entwicklung von Stadtregionen: CD-ROM. Leipzig: UFZ, Umweltforschungszentrum Leipzig-Halle, Projektbereich Urbane Landschaften, 2001.
22. I. Walde, S. Hese, and C. Schmullius, "Graph based mapping of urban structure types from high resolution satellite image objects," in Proc. 4th GEOBIA, 2012, pp. 355-360.
23. M. H. Trauth, R. Gebbers, and N. Marwan, MATLAB® Recipes for Earth Sciences, 3rd ed. Heidelberg (Germany), New York: Springer, 2010.
24. J.-P. Rodrigue. (2009) The Geography of Transport Systems. http://people.hofstra.edu/geotrans
25. D. J. Watts and S. H. Strogatz, "Collective dynamics of 'small-world' networks," Nature, vol. 393, pp. 440-442, Jun. 1998. (Pubitemid 28292183)
26. M. E. J. Newman, S. H. Strogatz, and D. J. Watts, "Random graphs with arbitrary degree distributions and their applications," Phys. Rev. E, vol. 64, no. 2, 2001.
27. J.-P. Rodrigue, C. Comtois, and B. Slack, The Geography of Transport Systems, 2nd ed. London, UK Routledge, 2009.