Assessing the impact of toll gate construction on land cover alterations with google earth engine

Authors

  • Rendy Akbar Department of Urban and Regional Planning, Pradita University, Tangerang, 15811, Indonesia
  • Softy Nuzzela Department of Urban and Regional Planning, Pradita University, Tangerang, 15811, Indonesia
  • Andi M. Ahsan Mukhlis Department of Urban and Regional Planning, Pradita University, Tangerang, 15811, Indonesia

DOI:

https://doi.org/10.22225/jipe.4.2.2025.113-122

Keywords:

toll road, mobility of goods and people, urbanization, land use conversion, land cover change

Abstract

In recent years, the Indonesian government has been aggressively pursuing toll road development. Infrastructure projects such as toll roads are known to stimulate economic growth and enhance the mobility of goods and people. This economic growth and increased mobility, in turn, accelerate the process of urbanization. Areas surrounding toll roads, particularly near access points and interchanges, often undergo land use conversion towards functions with higher economic value. Consequently, the presence of a toll road generates a multiplier effect on the surrounding region, encompassing both positive and negative impacts. The Trans-Java Toll Road, a major project connecting the western and eastern ends of Java Island, has been under development for a considerable period. Construction began in 1984, with the connection to Surabaya completed in 2018. Currently, the toll road extends to Probolinggo and is planned to reach Banyuwangi by 2025, spanning a total length of 1,167 km. This study aims to investigate the land cover changes resulting from the construction of the Trans-Java Toll Road, from Merak in the west to Probolinggo in the east of Java. This research employs a quantitative approach, utilizing spatial analysis and descriptive statistics within the Google Earth Engine platform to identify and analyze these land cover changes. This study reveals significant and consistent land cover transformations across the seven analyzed interchanges. Key findings from 1990 to 2020 indicate a universal increase in built-up areas, most substantially observed at the Surabaya interchange, which experienced a 17,681.09 Ha expansion of built-up land. This growth largely occurred at the expense of green areas, which decreased by 15,898.91 Ha in Surabaya and 8,102.97 Ha in Semarang. The Tangerang interchange also showed significant urbanization, with a 3,596.00 Ha increase in built-up land. These findings can serve as a crucial reference for anticipating and mitigating the potential negative consequences of future toll road projects, particularly as the government intensifies infrastructure development in regions outside of Java.

References

[1] S. I. Safitri, A. Yudono, and N. Firdausiyah, "Pengaruh Jalan Tol Terhadap Pertumbuhan Ekonomi Kota/Kabupaten Yang Dilalui Jalan Tol Surabaya-Malang," Planning for Urban Region and Environment, vol. 13, no. 3, pp. 183–192, 2024.

[2] E. S. Hartatik, Wasino, and E. Trihatmoko, "Road Transportation Development And Land Use Changes In Semarang City, Central Java, Indonesia," Indonesian Journal of Geography, vol. 54, no. 3, pp. 409–419, 2022, doi: 10.22146/ijg.66195.

[3] P. L. Hadi, T. Wasanta, and W. Santosa, "Land use change due to road construction," in IOP Conference Series: Earth and Environmental Science, vol. 920, 2021, Art. no. 012003, doi: 10.1088/1755-1315/920/1/012003.

[4] M. Aikous, J. Dube, C. Brunelle, and M. P. Champagne, "Highway expansion and impacts on land use changes: An event study approach," Transportation Research Part D: Transport and Environment, vol. 119, Art. no. 103730, 2023, doi: 10.1016/j.trd.2023.103730.

[5] R. G. Funderburg, H. Nixon, M. G. Boarnet, and G. Ferguson, "New highways and land use change: results from a quasi-experimental research design," Transportation Research Part A: Policy and Practice, vol. 44, no. 2, pp. 76–98, 2010, doi: 10.1016/j.tra.2009.11.003.

[6] M. Schonlau and R. Y. Zou, "The random forest algorithm for statistical learning," The Stata Journal, vol. 20, no. 1, pp. 3–29, 2020, doi: 10.1177/1536867X20909688.

[7] W. Salim and U. Faoziyah, "The Effect of Transport Infrastructure on Land-use Change: The Case of Toll Road and High-Speed Railway Development in West Java," J. Reg. City Plann., vol. 33, no. 1, pp. 48–65, 2022, doi: 10.5614/jpwk.2022.33.1.3.

[8] N. Gorelick, M. Hancher, M. Dixon, S. Ilyushchenko, D. Thau, and R. Moore, "Google Earth Engine: Planetary-scale geospatial analysis for everyone," Remote Sensing of Environment, vol. 202, pp. 18–27, 2017, doi: 10.1016/j.rse.2017.06.031.

[9] H. Tamiminia, B. Salehi, M. Mahdianpari, L. Quackenbush, S. Adeli, and B. Brisco, "Google Earth Engine for geo-big data applications: A meta-analysis and systematic review," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 164, pp. 152–170, 2020, doi: 10.1016/j.isprsjprs.2020.04.001.

[10] M. Belgiu and L. Dragut, "Random Forest in remote sensing: A review of applications and future directions," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 114, pp. 24–31, 2016, doi: 10.1016/j.isprsjprs.2016.01.011.

[11] M. Xu, C. He, Z. Liu, and Y. Dou, "How Did Urban Land Expand in China between 1992 and 2015? A Multi-Scale Landscape Analysis," PLoS One, vol. 11, no. 5, p. e0154839, 2016, doi: 10.1371/journal.pone.0154839.

[12] W. Tesfaye, E. Elias, B. Warkineh, et al., "Modeling of land use and land cover changes using google earth engine and machine learning approach: implications for landscape management," Environ. Syst. Res., vol. 13, Art. no. 31, 2024, doi: 10.1186/s40068-024-00366-3.

[13] R. C. Grecchi, Q. H. J. Gwyn, G. B. Benie, A. R. Formaggio, and F. C. Fahl, "Land use and land cover changes in the Brazilian Cerrado: A multidisciplinary approach to assess the impacts of agricultural expansion," Applied Geography, vol. 55, pp. 300-312, 2014, doi: 10.1016/j.apgeog.2014.09.014.

[14] S. Alexander, B. Yang, and O. Hussey, "Examining the Land Use and Land Cover Impacts of Highway Capacity Expansions in California Using Remote Sensing Technology," Transp. Res. Rec., vol. 2679, no. 2, pp. 439-449, 2024, doi: 10.1177/03611981241262299.

[15] R. T. T. Forman and L. E. Alexander, "Roads and their major ecological effects," Annu. Rev. Ecol. Evol. Syst., vol. 29, no. 1, pp. 207-231, 1998, doi: 10.1146/annurev.ecolsys.29.1.207.

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Published

2025-10-31

Issue

Vol. 4 No. 2 (2025)

Section

Articles

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Copyright (c) 2025 Rendy Akbar, Softy Nuzzela, Andi M. Ahsan Mukhlis

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