*Siti Nuurlaily Rukmana  -  PGRI Adibuana University, Surabaya, Indonesia
Iwan Rudiarto  -  Diponegoro University, Indonesia
Published: 30 Apr 2016.
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Language: EN
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The development of suburban areas of Malang City has developed an expansion of built-up areas between urban and suburban areas. There has been a great phenomenon that mostly occurs along the suburban areas where industrial activities took place. This study aims to determine what factors have influenced the land use change in the suburban areas of Malang City by employing “GeoDa” application. It is one of the Geographical Information System applications that particularly deals with statistical analysis. To achieve this purpose, the objectives are: delineating the study area, analyzing the characteristics of land use change, assessing and analyzing the variable influencing the land use change. The results have shown that the characteristics of land use change, such as population, distance, migration, and occupation transformation are directly proportional to the land use change. It has also been identified that the high level of density is only located in the surrounding areas of industries. From the assessed variables through the statistical model, population (X1), density (X2) and migration (X3) are found as the influencing factors of land use change.
Landuse change; suburban area; spatial regression; Malang

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  1. Anselin, L., & Getis, A. (1993). Spatial Statistical Analysis and Geographic Information System. In M. M. Fischer & P. Nijkamp (Eds.), Geographic Information Systems, Spatial Modeling, and Policy Evaluations. Berlin Heidelberg: Springer-Verlag.
  2. Anselin, L., et. al. (2006). GeoDa: an introduction to spatial data analysis. Geographical Analysis, 38(1), 5–22.
  3. Arta, F., & Pigawati, B. (2015). the Patterns and Characteristics of Peri-Urban Settlement in East Ungaran District, Semarang Regency. Geoplanning: Journal of Geomatics and Planning, 2(2), 103–115.
  4. Bergstrom, J. C., et. al. (2013). Land use problems and conflicts: Causes, consequences and solutions. Routledge.
  5. Guan, D., et. al. (2011). Modeling urban land use change by the integration of cellular automaton and Markov model. Ecological Modelling, 222(20-22), 3761–3772.
  6. Ives, C. D., & Kendal, D. (2013). Values and attitudes of the urban public towards peri-urban agricultural land. Land Use Policy, 34, 80–90.
  7. Kangalawe, R. Y. M., et. al. (2008). Changing land-use patterns and farming strategies in the degraded environment of the Irangi Hills, central Tanzania. Agriculture, Ecosystems and Environment, 125(1-4), 33–47.
  8. Knox, P. L., & McCarthy, L. (1994). Urbanization. Englewood Cliffs (MJ): Prentice-Hall.
  9. Lynch, K. (2005). Rural–Urban Interaction in the Developing World. New York: Routledge.
  10. McGee, T. G. (1991). The Emergence of Desakota Regions in Asia: Expanding a Hypothesis. The Extended Metropolis Settlement Transition in Asia, Honolulu: University of Hawai, 3–26.
  11. Paül, V., & McKenzie, F. H. (2013). Peri-urban farmland conservation and development of alternative food networks: Insights from a case-study area in metropolitan Barcelona (Catalonia, Spain). Land Use Policy, 30(1), 94–105.
  12. Phuc, N. Q., et. al. (2014). Agricultural land for urban development: The process of land conversion in Central Vietnam. Habitat International, 41, 1–7.
  13. Shi, Y., et. al. (2012). Landscape and Urban Planning Characterizing growth types and analyzing growth density distribution in response to urban growth patterns in peri-urban areas of Lianyungang City. Landscape and Urban Planning, 105(4), 425–433.
  14. Su, S., et. al. (2011). Transformation of agricultural landscapes under rapid urbanization: a threat to sustainability in Hang-Jia-Hu region, China. Applied Geography, 31(2), 439–449.
  15. UN-HABITAT. (2005). Housing the Poor City in Asia. Project Report. Nairobi.
  16. Webster, D., & Muller, L. (2009). Peri-urbanization: Zones of rural-urban transition. Human Settlement Development-Volume I, 280.
  17. Zhang, Y., et. al. (2015). Responses of soil respiration to land use conversions in degraded ecosystem of the semi-arid Loess Plateau. Ecological Engineering, 74, 196–205.