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Original Articles

Infrastructure growth assessment of urban areas based on multi-temporal satellite images and linear features

ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Pages 183-201 | Received 10 Oct 2016, Accepted 12 Apr 2017, Published online: 18 May 2017

Figures & data

Figure 1. Framework of proposed methodology.

Figure 1. Framework of proposed methodology.

Figure 2. The study area: (a) location map and (b) Sharjah City.

Figure 2. The study area: (a) location map and (b) Sharjah City.

Table 1. Landsat images captured over 40 years period.

Figure 3. Multi-temporal Landsat images for Sharjah City.

Figure 3. Multi-temporal Landsat images for Sharjah City.

Figure 4. Google Earth geo-referenced images for Sharjah City.

Figure 4. Google Earth geo-referenced images for Sharjah City.

Figure 5. Landsat images for years 1987 and 2010: (a) registered images and (b) edge images.

Figure 5. Landsat images for years 1987 and 2010: (a) registered images and (b) edge images.

Table 2. Area of roads and buildings over the 40-year period in Sharjah City.

Figure 6. (a) Multi-temporal Landsat image for Sharjah City years 2010 and 1987 and (b) change-detection image where black pixels represent change.

Figure 6. (a) Multi-temporal Landsat image for Sharjah City years 2010 and 1987 and (b) change-detection image where black pixels represent change.

Figure 7. Urban growth from 1976 to 2016 based on image processing.

Figure 7. Urban growth from 1976 to 2016 based on image processing.

Figure 8. Detected road features in resulting edge images.

Figure 8. Detected road features in resulting edge images.

Figure 9. Detected building features in resulting edge images.

Figure 9. Detected building features in resulting edge images.

Figure 10. Urban growth of downtown Sharjah City in resulting edge images.

Figure 10. Urban growth of downtown Sharjah City in resulting edge images.

Figure 11. Digitized land cover/land use features for Sharjah City for 2004 and 2013.

Figure 11. Digitized land cover/land use features for Sharjah City for 2004 and 2013.

Table 3. Areas of the digitized land cover/land use features for 1976, 2004 and 2013.

Figure 12. Distribution of digitized land cover/land use features for 1976, 2004 and 2013.

Figure 12. Distribution of digitized land cover/land use features for 1976, 2004 and 2013.

Figure 13. Growth trends of roads and buildings for 1976, 2004 and 2013.

Figure 13. Growth trends of roads and buildings for 1976, 2004 and 2013.

Figure 14. Urbanization (roads and buildings) and population trends based on digitized features.

Figure 14. Urbanization (roads and buildings) and population trends based on digitized features.

Table 4. Urban areas and AUSEI results based on edge images from 1976 to 2016.

Figure 15. Urbanization (roads and buildings) and population trends based on edge images.

Figure 15. Urbanization (roads and buildings) and population trends based on edge images.

Table 5. Urban areas and AUSEI results based on digitized features for 1976, 2004 and 2013.

Figure 16. Comparison of urbanization and population trends based on edge images and digitized features.

Figure 16. Comparison of urbanization and population trends based on edge images and digitized features.

Table 6. Accuracy assessment of 1987 and 2010 edge images and the 1987–2010 difference/change image.

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