Characterizing the Urban Growth from 1975 to 2003 of Hanoi City Using Remote Sensing and a Spatial Metric

Pham Minh Hai(1*), Yasushi Yamaguchi(2)

(1) Graduate School of Environmental Studies, Nagoya University, Japan
(2) Furo-cho, Chikusa-ku, Nagoya 464-8601, Nagoya, Japan
(*) Corresponding Author


This study explores an approach of combining remote sensing and a spatial metric to characterize land use change in Hanoi, Vietnam. The work is based on the land cover information of 4 different times derived from Landsat and ASTER data from 1975 to 2003. This study adopted the spatial metrics; the percentage of like adjacency (PLADJ), which calculates the number of like adjacencies involving the focal class, divided by the focal number of cell adjacencies involving the focal class, multiplied by 100 to convert to a percentage. The result successfully showed proportions of the fragmented and the aggregated areas in urbanization for each development time. During the rapid urbanization periods in 1975 – 1984 and 1984 – 1992, a large proportion of the interior non developed and aggregated non developed was converted to developed landscape, whereas fragmented non developed to developed markedly happened in 2001 – 2003. The study provided intuitive description and separation of three urbanization patterns such as infill, expansion, and outlying. Quantitative assessment revealed that the proportion of the expansion and infill steadily increased, whereas the proportion of the outlying decreased in past 30 years. The combined approach using remote sensing and a spatial metric is an effective method to improve understanding of urbanization patterns and to provide visualization of spatial – temporal change due to urbanization.


land cover change;Landsat; ASTER; spatial metric

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Anderson, J.R., 1976, A Land Use and Land Cover Classification Scheme for Use with Remote Sensing Data, US Geological Survey Professional, pp.964

Forman, R.T.T., 1995, Land Mosaic: The Ecology of Landscapes and Regions, Cambridge, UK Gustafson, E.J., 1998, Quantifying Landscape Spatial Pattern: What is the State of the Art,

Ecosystems, Vol. 1, pp.143-156

Haack, B.N., 1997, Urban Analysis and Planning, Manual of Photographic Interpretation, pp.


Hai, P.M. and Yamaguchi, Y., 2006, Monitoring Land Cover Change of the Hanoi City Center Under Impacts of Urbanization by Using Remote Sensing, International Symposium on Geo-informatics for Spatial Infrastructure Development in Earth and Applied Sciences, pp. 340-345

Martin, H., 2003, The Role of Spatial Metrics in the Analysis and Modeling of Urban Land Use Change, Computers, Environment and Urban Systems, No. 29, pp. 369-399.

Marwasta, D. Kajian Agihan Spasial Fasilitas dan Utilitas Perkotaan da Pengaruhnya terhadap Pola Permukiman di Kota Surakarta”. Forum Geografi, Vol. 18, No. 1, Juli 2004. Hlm 1-13.

Noda., 2007, Charactering Urban Sprawl Using Remote Sensing, GIS and a Spatial Metric for a Medium Sized City in Japan, International Journal of Geo-informatics, in press

O’Neill, R.V., 1988, Indices of Landscape Patterns, Landscape Ecology, the 1st Edition, pp.


Wilson, E.H.J, 2002, Development of a Geospatial Model to Quantify, Describe and Map Urban Growth, Remote Sensing of Environment, No. 86, pp. 275-285

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