Land Use and Cover Changes and Their Implications on Local Climate in Sabang City, Weh Island, Indonesia
Publication: Journal of Urban Planning and Development
Volume 145, Issue 4
Abstract
This paper aims to investigate the implications of land use/cover (LUC) changes on local climates in Sabang City from the year 2000 to the year 2015. In the years 2000 and 2015, LUC maps were derived from remote-sensing satellite images using a supervised classification method (maximum likelihood). Both 2000 and 2015 LUC maps contained four categories: built-up area, forest, cropland, and wetland. The 2000 LUC map had a kappa coefficient () of 0.72, while the 2015 LUC map had a kappa coefficient of 0.76. Climate changes were determined in four variables: air temperature, rainfall, humidity, and wind velocity. The results demonstrated an immense LUC change within the span of 15 years. Forest areas dropped to nearly 45%. Built-up areas expanded by nearly 85%. For the most part, forest areas were converted into cropland. On the other hand, temperatures rose while humidity declined. Rainfall and wind velocity were in a relatively stagnant state within this 15-year period (2000–2015).
Get full access to this article
View all available purchase options and get full access to this article.
Acknowledgments
We thank Syiah Kuala University and the Ministry of Research, Technology, and Higher Education, Indonesia for supporting this research.
References
Aalto, J., P. C. le Roux, and M. Luoto. 2018. “Vegetation mediates soil temperature and moisture in arctic-alpine environments.” Arctic Antarct. Alp. Res. 45 (4): 429–439. https://doi.org/10.1657/1938-4246-45.4.429.
Achmad, A., S. Hasyim, B. Rangkuti, and D. N. Aulia. 2015. “Spatial relationship between city center and economic activity center on urban growth in Tsunami-prone city: The case of Banda Aceh, Indonesia.” Jurnal Teknologi 75 (1): 47–53. https://doi.org/10.11113/jt.v75.2653.
Achmad, A., M. Irwansyah, and I. Ramli. 2018. “Prediction of future urban growth using CA-Markov for urban sustainability planning of Banda Aceh, Indonesia.” In Vol. 126 of Proc., IOP Conf. Series: Earth and Environmental Science. Bristol, UK: IOP Publishing.
Adisoemarto, S. 2004. “Small Islands: Protect or neglect?—An Indonesian case.” Int. J. Island Aff. 13 (1/2): 89.
Allen, J., and K Lu. 2003. “Modeling and prediction of future urban growth in the Charleston Region of South Carolina: A GIS-based Integrated Approach.” Conserv. Ecol. 8 (2): 2.
Anache, J. A. A., D. C. Flanagan, A. Srivastava, and E. C. Wendland. 2018. “Land use and climate change impacts on runoff and soil erosion at the hillslope scale in the Brazilian Cerrado.” Sci. Total Environ. 622–623 (May): 140–151. https://doi.org/10.1016/j.scitotenv.2017.11.257.
Arsanjani, J. A., M. Helbich, W. Kainz, and A. D. Boloorani. 2013. “Integration of logistic regression, Markov chain, and cellular automata models to simulate urban expansion.” Int. J. Appl. Earth Observ. Geoinf. 21 (Apr): 265–275. https://doi.org/10.1016/j.jag.2011.12.014.
Arsiso, B. K., G. M. Tsidu, G. H. Stoffberg, and T. Tadesse. 2018. “Influence of urbanization-driven land use/cover change on climate: The case of Addis Ababa, Ethiopia.” Phys. Chem. Earth 105 (Jun): 212–223. https://doi.org/10.1016/j.pce.2018.02.009.
Bounoua, L., A. Safia, J. Masek, C. Peters-Lidard, and M. L. Imhof. 2009. “Impact of urban growth on surface climate: A case study in Oran, Algeria.” J. Appl. Meteorol. Climatol. 48 (2): 217–231. https://doi.org/10.1175/2008JAMC2044.1.
Box, G. E. P., and N. R. Draper. 1987. Empirical model-building and response surfaces. New York: Wiley.
Carter, J. G., G. Cavan, A. Connelly, S. Guy, J. Handley, and A. Kazmierczak. 2015. “Climate change and the city: Building capacity for urban adaptation.” Prog. Plann. 95 (Jan): 1–66. https://doi.org/10.1016/j.progress.2013.08.001.
Dessie, G., and J. Kleman. 2007. “Pattern and magnitude of deforestation in the South Central Rift Valley region of Ethiopia.” Mt. Res. Dev. 27 (2): 162–168. https://doi.org/10.1659/mrd.0730.
Dissanayake, S., J. A. Adjaye, and R. Mahadewa. 2017. “Addressing climate change cause and effect on land cover and land use in South Asia.” Land Use Policy 67 (Sep): 352–366. https://doi.org/10.1016/j.landusepol.2017.06.003.
Edyanto, C. B. H. 2008. “Penelitian aspek lingkungan fisik perairan sekitar pelabuhan Sabang.” Jurnal Sains dan Teknologi Indonesia 10 (2): 119–127.
Estoque, R. C., and Y. Murayama. 2012. “Examining the potential impact of land use/cover changes on the ecosystem services of Baguio City, the Philippines: A scenario-based analysis.” Appl. Geogr. 35 (1–2): 316–326. https://doi.org/10.1016/j.apgeog.2012.08.006.
Estoque, R. C., and Y. Murayama. 2017. “Monitoring surface urban heat island formation in a tropical mountain city using Landsat data (1987–2015).” ISPRS J. Photogramm. Remote Sens. 133 (Nov): 18–29. https://doi.org/10.1016/j.isprsjprs.2017.09.008.
Farhan, A. R., and S. Lim. 2014. “Integrated vulnerability assessment on small island regions towards integrated coastal zone management (ICZM): A case study of Thousand Islands, Indonesia.” Int. J. Geoinformatics 10 (4): 1–6.
Gooding, T. 2016. “Low-income housing provision in Mauritius: Improving social justice and place quality.” Habitat Int. 53 (2016): 502–516. https://doi.org/10.1016/j.habitatint.2015.12.018.
Grimmond, C. S. B. 2005. “Progress in measuring and observing the urban atmosphere.” Theor. Appl. Climatol. 84 (1–3): 3–22. https://doi.org/10.1007/s00704-005-0140-5.
Hu, Z., and C. P. Lo. 2007. “Modeling urban growth in Atlanta using logistic regression, computers.” Environ. Urban Syst. 31 (6): 667–688. https://doi.org/10.1016/j.compenvurbsys.2006.11.001.
Hui-Hui, F., L. Hui-Ping, and L. Ying. 2012. “Scenario prediction and analysis of urban growth using SLEUTH model.” Pedosphere 22 (2): 206–216. https://doi.org/10.1016/S1002-0160(12)60007-1.
Karolien, V., V. R. Anton, L. Maarten, S. Eria, and M. Paul. 2012. “Urban growth of Kampala, Uganda: Pattern analysis and scenario development.” Landscape Urban Plann. 106 (2): 199–206. https://doi.org/10.1016/j.landurbplan.2012.03.006.
Khailani, D. K., and R. Parera. 2013. “Mainstreaming disaster resilience attributes in local development plans for the adaptation to climate change induced flooding: A study based on the local plan of Shah Alam City, Malaysia.” Land Use Policy 30 (1): 615–627. https://doi.org/10.1016/j.landusepol.2012.05.003.
Landis, J. R., and G. G. Koch. 1977. “The measurement of observer agreement for categorical data.” Biometrics 33 (1): 159–174. https://doi.org/10.2307/2529310.
Larsen, T. H., G. Brehm, H. Navarrete, P. Franco, H. Gómez, J. L. Mena, V. Morales, J. Argollo, L. Blacutt, and V. Canhos. 2011. “Range shifts and extinctions driven by climate change in the tropical Andes: Synthesis and directions.” In Climate change and biodiversity in the tropical Andes, edited by S. K. Herzog, R. Martinez, and P. M. Jorgensen, 47–67. São Paulo: Tiessen Inter-American Institute of Global Change Research and Scientific Committee on Problems of the Environment.
Leatherman, S. P. 1996. “Shoreline stabilization approaches in response to sea level rise: U.S. experience and implications for Pacific island and Asian nations.” Water Air Soil Pollut. 92 (1–2): 149–157.
Li, R., M. Dong, J. Cui, L. Zhang, Q. Cui, and W. He. 2007. “Quantification of the impact of land-use changes on ecosystem services: A case study in Pingbian County, China.” Environ. Monit. Assess. 128 (1–3): 503–510. https://doi.org/10.1007/s10661-006-9344-0.
Liang, H., W. Li, Q. Zhang, W. Zhu, D. Chen, and L. T. Shu. 2017. “Using unmanned aerial vehicle data to assess the three-dimensional green quantity of urban green space: A case study in Shanghai, China.” Landscape Urban Plann. 164 (Aug): 81–90. https://doi.org/10.1016/j.landurbplan.2017.04.006.
López, S., C. Wright, and P. Costanza. 2017. “Environmental change in the equatorial Andes: Linking climate, land use, and land cover transformations.” Remote Sens. Appl.: Soc. Environ. 8 (Nov): 291–303. https://doi.org/10.1016/j.rsase.2016.11.001.
Mantyka-Pringle, C. S., P. Visconti, M. di Marco, T. G. Martin, C. Rondisi, and J. R. Rhodes. 2015. “Climate change modifies risk of global loss due to land-cover change.” Biol. Conserv. 187 (Jul): 103–111. https://doi.org/10.1016/j.biocon.2015.04.016.
Meshesha, D. T., A. Tsunekawa, M. Tsubo, S. A. Ali, and N. Haregeweyn. 2014. “Land-use change and its socio-environmental impact in Eastern Ethiopia’s highland.” Reg. Environ. Change 14 (2): 757–768. https://doi.org/10.1007/s10113-013-0535-2.
Mimura, N., and N. Pelesikoti. 1997. “Vulnerability of Tonga and future sea level rise.” J. Coastal Res. 24: 117–132.
Patra, S., S. Sahoo, P. Mishra, and S. C. Mahapatra. 2018. “Impacts of urbanization on land use/cover changes and its probable implications on local climate and groundwater level.” J. Urban Manage. 7 (2): 70–84. https://doi.org/10.1016/j.jum.2018.04.006.
Peng, S., and Z. Li. 2018. “Potential land use adjustment for future climate change adaptation in revegetated regions.” Sci. Total Environ. 639 (Oct): 476–484. https://doi.org/10.1016/j.scitotenv.2018.05.194.
Rabatel, A., et al. 2013. “Current state of glaciers in the tropical Andes: A multi-century perspective on glacier evolution and climate change.” Cryosphere 7: 81–102. https://doi.org/10.5194/tc-7-81-2013.
Rizki, G. M., A. Bintoro, and R. Hilmanto. 2016. “Perbandingan Emisi Karbon Dengan Karbon Tersimpan Di Hutan Rakyat Desa Buana Sakti Kecamatan Batanghari Kabupaten Lampung Timur.” Jurnal Sylva Lestari 4: 89–96. https://doi.org/10.23960/jsl1489-96.
Sánchez-Cuervo, A. M., T. M. Aide, M. L. Clark, and A. Etter. 2012. “Land cover change in Colombia: Surprising forest recovery trends between 2001 and 2010.” PLoS One 7 (8): e43943. https://doi.org/10.1371/journal.pone.0043943.
Su, S., R. Xiao, Z. Jiang, and Y. Zhang. 2012. “Characterizing landscape pattern and ecosystem service value changes for urbanization impacts at an eco-regional scale.” Appl. Geogr. 34 (May): 295–305. https://doi.org/10.1016/j.apgeog.2011.12.001.
Turner, B. L., E. F. Lambin, and A. Reenberg. 2007. “The emergence of land change science for global environmental change and sustainability.” Proc. Natl. Acad. Sci. USA 104 (52): 20666–20671. https://doi.org/10.1073/pnas.0704119104.
Wang, Y., U. Berardi, and H. Akbari. 2016. “Comparing the effects of urban heat island mitigation strategies for Toronto, Canada.” Energy Build. 114 (Feb): 2–19. https://doi.org/10.1016/j.enbuild.2015.06.046.
Xiaoqing, W., H. Hongshi, X. Fengming, and B. Rencang. 2010. “Study of forecast scenarios for simulation of future urban growth in Shenyang City based on SLEUTH model.” Geospatial Inf. Sci. 13 (1): 32–39. https://doi.org/10.1007/s11806-010-0155-7.
Yu, N., and D. Qingyun. 2011. “Urban growth pattern modelling using logistic regression.” Geo-Spatial Inf. Sci. 14 (1): 62–67. https://doi.org/10.1007/s11806-011-0427-x.
Zeng, Z., L. Estes, A. D. Ziegler, A. Chen, T. Searching, F. Hua, K. Guan, A. Jintrawet, and E. F. Wood. 2018. “Highland cropland expansion and forest loss in Southeast Asia in the twenty-first century.” Nat. Geosci. 11 (8): 556–562. https://doi.org/10.1038/s41561-018-0166-9.
Zhang, X., R. C. Estoque, and Y. Murayama. 2017. “An urban heat island study in Nanchang City, China based on land surface temperature and social-ecological variables.” Sustainable Cities Soc. 32 (Jul): 557–568. https://doi.org/10.1016/j.scs.2017.05.005.
Zheng, H. W., G. Q. Shen, H. Wang, and J. Hong. 2015. “Simulating land use change in urban renewal areas: A case study in Hong Kong.” Habitat Int. 46 (Apr): 23–34. https://doi.org/10.1016/j.habitatint.2014.10.008.
Information & Authors
Information
Published In
Copyright
©2019 American Society of Civil Engineers.
History
Received: Nov 5, 2018
Accepted: Apr 17, 2019
Published online: Sep 28, 2019
Published in print: Dec 1, 2019
Discussion open until: Feb 28, 2020
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.