Use of Remote Sensing and Geographic Information System for the Analysis of Urban Development: A Case Study of Banyumas Regency, Indonesia

https://doi.org/10.22146/ijg.79086

Ermie Renita(1*), Iswari Nur Hidayati(2)

(1) Faculty of Geography, Universitas Gadjah Mada, Yogyakarta, Indonesia
(2) Faculty of Geography, Universitas Gadjah Mada, Yogyakarta, Indonesia
(*) Corresponding Author

Abstract


The change in land-use/land-cover (LULC) is one of the physical factors in urban development and the rapid growth in population has necessitates the need for space, driven by high socio-economic activities. Banyumas is a regency that had experienced rapid population growth in the last two decades, establishing an activity and service center in the Barlingmascakeb region. This rapid population growth has led to massive changes in LULC. Therefore, this study aimed to observe the changes in LULC in 2000 and 2020 to determine the direction of urban development in Banyumas Regency within 20 years. Multispectral classification with a Maximum Likelihood algorithm was used to extract LULC information from Landsat images. The changes obtained by crosstab analysis on the multispectral classification results were used as a reference to observe the direction of urban development. This procedure used four quadrants according to the cardinal directions and Standard Deviational Ellipse (SDE). The result showed that LULC in the forest class experienced the highest change of 142,584.3 km², accounting for 48%. Based on the increase in built-up land over 20 years, the direction of urban development according to the cardinal directions showed that the most dominant increase was in quadrant II (Southeast), which is 56.44% or 21.95 km². It was concluded that the direction of urban development was oriented toward the southeast.


Keywords


: Land-use/land-cove;, urban development; multispectral classification; standard deviational ellipse

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References

Ali, A., Khalid, A., Butt, M. A., Mehmood, R., Mahmood, S. A., Sami, J., - Azhar, M. (2018). Towards a Remote Sensing and GIS-Based Method to Study Population and Urban Growth: A Case Study of Multan. Advances in Remote Sensing, 07(03), 245-258. https://doi.org/10.4236/ars.2018.73017

Anderson, J. R., Hardy, E. E., Roach, J. T., & Witmer, R. E. (n.d.). A Land Use And Land Cover Classification System For Use With Remote Sensor Data.

Bhatta, B. (2009). Analysis of urban growth pattern using remote sensing and GIS: A case study of Kolkata, India. International Journal of Remote Sensing, 30(18), 4733–4746. https://doi.org/10.1080/01431160802651967

Branch, M. C. (1995). Perencanaan Kota Komprehensif : Pengantar & Penjelasan . Yogayakarta: Gadjah Mada University Press.

Desmet, K., & Henderson, J. V. (2015). The Geography of Development Within Countries. In Handbook of Regional and Urban Economics (Vol. 5, pp. 1457–1517). Elsevier B.V. https://doi.org/10.1016/B978-0-444-59531-7.00022-3

El Garouani, A., Mulla, D. J., El Garouani, S., & Knight, J. (2017). Analysis of urban growth and sprawl from remote sensing data: Case of Fez, Morocco. International Journal of Sustainable Built Environment, 6(1), 160-169. https://doi.org/10.1016/j.ijsbe.2017.02.003

Ewing, R., & Pendall, R. (n.d.). MEASURING SPRAWL AND ITS IMPACT Volume I.

Hadeel, A. S., Jabbar, M. T., & Chen, X. (2009). Application of remote sensing and GIS to the study of land use/cover change and urbanization expansion in Basrah province, Southern Iraq. Geo-Spatial Information Science, 12(2), 135-141. https://doi.org/10.1007/s11806-009-0244-7

Halleux, J. M., Marcinczak, S., & van der Krabben, E. (2012). The adaptive efficiency of land use planning is measured by the control of urban sprawl. The cases of the Netherlands, Belgium, and Poland. Land Use Policy, 29(4), 887-898. https://doi.org/10.1016/j.landusepol.2012.01.008

Jian, P., Yanxu, L., Hong, S., Pan, X., Xiaoxu, H., & Yanglin, W. (2016). Using impervious surfaces to detect urban expansion in Beijing of China in the 2000s. Chinese Geographical Science, 26(2), 229-243. https://doi.org/10.1007/s11769-016-0802-5

Jokar Arsanjani, J., Helbich, M., & de Noronha Vaz, E. (2013). Spatiotemporal simulation of urban growth patterns using agent-based modeling: The case of Tehran. Cities, 32, 33-42. https://doi.org/10.1016/j.cities.2013.01.005

Kabupaten Banyumas Dalam Angka 2000. (n.d.).

Kabupaten Banyumas Dalam Angka 2011. (n.d.).

Kabupaten Banyumas Dalam Angka 2021. (n.d.).

Kaya, S., & Curran, P. J. (2006). Monitoring urban growth on the European side of the Istanbul metropolitan area: A case study. International Journal of Applied Earth Observation and Geoinformation, 8(1), 18-25. https://doi.org/10.1016/j.jag.2005.05.002

Li, G., & Cao, H. (n.d.). SPRINGER BRIEFS IN GEOGRAPHY Understanding Spatial-Temporal Patterns of the Ethnic Minority Mobility in China’s Urbanization. Retrieved from http://www.springer.com/series/10050

Masek, J. G., Lindsay, F. E., & Goward, S. N. (2000). Dynamics of urban growth in the Washington DC metropolitan area, 1973-1996, from Landsat observations. International Journal of Remote Sensing, 21(18), 3473-3486. https://doi.org/10.1080/014311600750037507

Nugroho, S. P., & Rahardjo, N. (n.d.). VISUALISASI ARAH PERKEMBANGAN PERMUKIMAN DI KOTA YOGYAKARTA DARI TAHUN 1987-2007.

Pigawati, B., Yuliastuti, N., & Mardiansjah, F. H. (2017). PEMBATASAN PERKEMBANGAN PERMUKIMAN KAWASAN PINGGIRAN SEBAGAI UPAYA PENGENDALIAN PERKEMBANGAN KOTA SEMARANG. TATALOKA, 19(4), 306. https://doi.org/10.14710/tataloka.19.4.306-319

Polous (1982) Urban Growth Theories and Patterns of Iraq. (n.d.).

Ramadan, E., Feng, X. Z., & Cheng, Z. (2004). Satellite remote sensing for urban growth assessment in Shaoxing City, Zhejiang Province. Journal of Zhejiang University: Science, 5(9), 1095-1101. https://doi.org/10.1631/jzus.2004.1095

Rizwan, M., Wan, W., & Gwiazdzinski, L. (2020). Visualization, spatiotemporal patterns, and directional analysis of urban activities using geolocation data extracted from LBSN. ISPRS International Journal of Geo-Information, 9(2). https://doi.org/10.3390/ijgi9020137

Sabet Sarvestani, M., Ibrahim, A. L., & Kanaroglou, P. (2011). Three decades of urban growth in the city of Shiraz, Iran: A remote sensing and geographic information systems application. Cities, 28(4), 320-329. https://doi.org/10.1016/j.cities.2011.03.002

Wang, H., Gong, X., Wang, B., Deng, C., & Cao, Q. (2021). Urban development analysis using built-up area maps based on multiple high-resolution satellite data. International Journal of Applied Earth Observation and Geoinformation, 103. https://doi.org/10.1016/j.jag.2021.102500

Woldesemayat, E. M., & Genovese, P. V. (2021). Monitoring urban expansion and urban green spaces change in Addis Ababa: Directional and zonal analysis integrated with landscape expansion index. Forests, 12(4). https://doi.org/10.3390/f12040389

Yunus, H. S. (2005). Manajemen Kota: Perspektif Spasial. Pustaka Pelajar.



DOI: https://doi.org/10.22146/ijg.79086

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