Analisis trend suhu jangka masa panjang dan hubungannya dengan perkembangan kawasan bandar di Pulau Pinang (Analysis of long-term temperature trend and its relationship with urban expansion in Penang Island)

Tharshini Murthy, Izham Mohamad Yusoff, Nik Norliati Fitri Md Nor, Siti Masayu Rosliah Abdul Rashid, Ismail Ahmad Abir

Abstract


Kawasan bandar memainkan peranan penting dalam perubahan trend suhu jangka masa panjang. Terdapat banyak kajian yang dijalankan di seluruh dunia berkaitan hubungan antara perubahan guna tanah dengan peningkatan suhu permukaan. Kajian ini juga bertujuan untuk mengenalpasti hubungan antara perkembangan bandar dan trend suhu jangka masa panjang di bahagian pulau, Pulau Pinang dengan menggunakan peta guna tanah digital yang diperolehi daripada Jabatan Pertanian Malaysia. Dalam kajian ini, perkembangan bandar Pulau Pinang dari tahun 1966 hingga 2015 telah dianalisis. Trend suhu jangka masa panjang juga dianalisis dengan menggunakan kaedah Mann-Kendall dan Sen's Slope. Imej satelit juga digunakan dalam analisis suhu sebagai sumber tambahan bagi menyokong hasil kajian. Akhirnya, hubungan antara perkembangan bandar dan juga suhu telah dikenal pasti dengan menggunakan analisis korelasi. Hasil kajian ini menunjukkan bahawa bahagian pulau, negeri Pulau Pinang telah mengalami proses urbanisasi yang pesat sejak dari tahun 1966 hingga 2015, di mana kadar bagi keseluruhan perkembangan bandar adalah 134.22%. Indeks suhu (Tmin, Tmax, dan Tmean) menunjukkan trend meningkat yang ketara pada kadar 0.19 ℃/dekad, 1.2 ℃/dekad dan 0.3 ℃/dekad. Tmin dan Tmean pula mempunyai korelasi yang signifikan dan kuat terhadap perkembangan kawasan bandar. Imej satelit yang dianalisis juga menunjukkan catatan suhu tinggi pada kawasan bandar. Hal ini menunjukkan bahawa terdapat hubungan yang kuat antara perkembangan bandar dengan kenaikan suhu di bahagian pulau, negeri Pulau Pinang. Namun, terdapat juga faktor lain yang mengakibatkan catatan suhu yang tinggi. Hal ini kerana, pada tahun 2008 hingga 2015 suhu tetap meningkat walaupun pembangunan semakin menurun. Oleh itu, dapat dikatakan bahawa terdapat juga faktor lain yang menyumbang kepada peningkatan suhu di bahagian pulau seperti perubahan iklim dunia.

 

Kata kunci: Perkembangan bandar, Pulau Pinang, satelit, suhu jangka masa panjang

 

Urban areas play an important role in changing long-term temperature trends. There are many studies conducted around the world related to land use change and the increase in surface temperature. This study also aims to identify the relationship between urban development and long-term temperature trends in the island part of Penang by using digital land use maps obtained from the Malaysian Department of Agriculture. In this study, the development of the city of Penang from 1966 to 2015 was analyzed. Then, long-term temperature trends were also analyzed using the Mann-Kendall and Sen's Slope methods. Satellite images are also used in temperature analysis as an additional source to support the study results. Finally, the relationship between urban development and temperature has been ascertained using correlation analysis. The results of this study show that the island part of the state of Penang has experienced a rapid urbanization process from 1966 to 2015, where the rate of overall urban development is 134.22%. Then, the temperature index (Tmin, Tmax, and Tmean) shows a significant increasing trend at the rate of 0.19 ℃/decade, 1.2 ℃/decade and 0.3 ℃/decade. Then, Tmin and Tmean have a significant and strong correlation to the development of urban areas. Analyzed satellite images also show high temperatures recorded in urban areas. This shows that there is a strong relationship between urban development and temperature rise in the island, Penang state. However, there are also other factors that cause high temperature records. This is because, from 2008 to 2015 the temperature kept rising even though development was decreasing. Therefore, it can be said that there are other factors that contribute to the increase in temperature on the island such as climate change.

 

Keywords: Urban expansion, Penang Island, satellite, long term temperature 


Keywords


Perkembangan bandar, Pulau Pinang, satelit, suhu jangka masa panjang (Urban expansion, Penang Island, satellite, long term temperature)

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References


Ahmad, F., Yahaya, A. S., Farooqi, M. A., & Tebal, N. (2006). Characterization and geotechnical properties of Penang residual soils with emphasis on landslides. American Journal of Environmental Sciences, 2(4), 121–128.

Akomolafe, G. F., & Rosazlina, R. (2022). Land use and land cover changes influence the land surface temperature and vegetation in Penang Island, Peninsular Malaysia. Scientific Reports, 12, 21250. https://doi.org/10.1038/s41598-022-25560-0

Balasubramanian, P. A. (2006). Categories of land use. Country-wide Class room Educational TV programme-Gyan Darshan, MYSORE, University of Mysore. https://doi.org/10.13140/ RG.2.2.22403.09763

Bronselaer, B., Winton, M., Griffies, S. M., Hurlin, W. J., Rodgers, K. B., Sergienko, O. V., Stouffer, R. J., & Russell, J. L. (2018). Change in future climate due to Antarctic meltwater. Nature, 564(7734), 53–58. https://doi.org/10.1038/S41586-018-0712-Z

Brook, T. (2015). Temperature and precipitation extremes. In Brook, T. The Troubled Empire: China in the Yuan and Ming Dynasties (pp. 269–269). Harvard University Press. https://doi.org/10.4159/9780674056206-012

Chen, L., Ren, C., Zhang, B., Wang, Z., & Liu, M. (2018). Quantifying urban land sprawl and its driving forces in Northeast China from 1990 to 2015. Sustainability, 10(1), 188. https://doi.org/10.3390/su10010188

Hanafiah, A. (2019). Urban Heat Island Island phenomenon in Penang Island, Malaysia. Journal of Advance Research in Applied Science, 6(7), 1–13.

Hong, C. W., Chan, N. W., & Mohamed, B. (2013). Ancaman dan Cabaran Dalam Pembangunan Lestari Taman Negara di Pulau Pinang. Prosiding Seminar Serantau Ke-2: Pengurusan Persekitaran Di Alam Melayu, 6-7 Mei, Pekanbaru, Indonesia.

IPCC. (2018). Global Warming of 1.5 oC. Retrieved from https://www.ipcc.ch/sr15/

James Clark. (2018, April 9). Future Penang – current and proposed construction projects in Penang. Future Southeast Asia. Retrieved from https://futuresoutheastasia.com/future-penang/

Jamil, M. S., Ul-Saufie, A. Z., Abu Bakar, A. A., Ali, K. A. M., & Ahmat, H. (2019). Identification of source contributions to air pollution in penang using factor analysis. International Journal of Integrated Engineering, 11(8), 221–228. https://doi.org/10.30880/ijie.2019. 11.08.022

Kafy, A. Al, Dey, N. N., Al Rakib, A., Rahaman, Z. A., Nasher, N. M. R., & Bhatt, A. (2021). Modeling the relationship between land use/land cover and land surface temperature in Dhaka, Bangladesh using CA-ANN algorithm. Environmental Challenges, 4, 100190.

https://doi.org/10.1016/j.envc.2021.100190

Kemarau, R. A., & Eboy, O. V. (2021). The Impact of El Niño–Southern Oscillation (ENSO) on temperature: A case study in Kuching, Sarawak. Malaysian Journal of Social Science and Humanities (MJSSH), 6(1), 289–297. https://doi.org/10.47405/mjssh.v6i1.602

Kim, M., Kim, D., & Kim, G. (2022). Examining the relationship between Land Use / Land Cover ( LULC ) and Land Surface Temperature ( LST ) using Explainable Artificial Intelligence ( XAI ) models: A case study of Seoul , South Korea. Environmental Research and Public Health, 19(15926), 1–16.

Liew, J. X. (2020, October 19). On track heights to scale new. TheStar. Retrieved from https://www.thestar.com.my/metro/metro-news/2020/10/19/on-track-heights-to-scale-new

Mohammed, K. S., Elhadary, Y., Samat, N., & Omar, N. Q. (2015). GIS and remote sensing techniques for measuring agriculture land loss in Balik Pulau region of Penang state, Malaysia. Asian Journal of Agriculture and Rural Development, 5(2), 30-41.

OECD. (2011). State of Penang, Malaysia.

Othman, M., Ahrasan, N., & Thung, T. (2021). Report on climate change impacts in Penang. Retrieved from https://pgc.com.my/2020/wp-content/uploads/2021/04/Executive-Summary.pdf

Perbadanan Bekalan Air (PBA). (2020). Penang dams & effective capacity - Perbadanan Bekalan Air Pulau Pinang. Retrieved from https://pba.com.my/penang-dams-effective-capacity/

Penang Global Tourism. (2019). myPenang. Retrieved from https://www.mypenang.gov.my/ natureadventure/directory/50/?lg=en

Samat, N., Mahamud, M. A., Tan, M. L., Tilaki, M. J. M., & Tew, Y. L. (2020). Modelling land cover changes in Peri-urban areas: A case study of george town conurbation, Malaysia. Land, 9(10), 1–16. https://doi.org/10.3390/land9100373

Schober, P., & Schwarte, L. A. (2018). Correlation coefficients: Appropriate use and interpretation. Anesthesia and Analgesia, 126(5), 1763–1768. https://doi.org/ 10.1213/ANE.0000000000002864

Tan, K. C., Lim, H. S., MatJafri, M. Z., & Abdullah, K. (2010). Landsat data to evaluate urban expansion and determine land use/land cover changes in Penang Island, Malaysia. Environmental Earth Sciences, 60(7), 1509–1521. https://doi.org/10.1007/s12665-009- 0286-z

Tan, M. L., Juneng, L., Tangang, F. T., Chung, J. X., & Radin Firdaus, R. B. (2020). Changes in temperature extremes and their relationship with ENSO in Malaysia from 1985 to 2018. International Journal of Climatology, 41(S1), E2564–E2580. https://doi.org/ 10.1002/joc.6864

Tan, M. L., Zhang, F., Derek, C. J. C., Yu, K. H., Shaharudin, S. M., Chan, N. W., & Asyirah, A. R. (2022). Spatio-temporal analysis of precipitation, temperature and drought from 1985 to 2020 in Penang, Malaysia. Water Supply, 22(5), 4757–4768. https://doi.org/ 10.2166/ws.2022.140

Tangang, F. T., Juneng, L., & Ahmad, S. (2007). Trend and interannual variability of temperature in Malaysia: 1961-2002. Theoretical and Applied Climatology, 89(3–4), 127–141. https://doi.org/10.1007/s00704-006-0263-3

Tew, Y. L., Tan, M. L., Samat, N., & Yang, X. (2019). Urban expansion analysis using Landsat images in Penang, Malaysia. Sains Malaysiana, 48(11), 2307–2315. https://doi.org/10.17576/jsm-2019-4811-02

Wang, Y., Ji, W., Yu, X., Xu, X., Jiang, D., Wang, Z., & Zhuang, D. (2014). The impact of urbanization on the annual average temperature of the past 60 years in Beijing. Advances in Meteorology, 2014(1), 374987. https://doi.org/10.1155/2014/374987

Weng, Q. (2001). A remote sensing? GIS evaluation of urban expansion and its impact on surface temperature in the Zhujiang Delta, China. International Journal of Remote Sensing, 22(10), 1999–2014. https://doi.org/10.1080/713860788

Zhang, L., You, S., Zhang, M., Zhang, S., Yi, S., & Zhou, B. (2022). The effects of urbanization on air pollution based on a spatial perspective: Evidence from China. Frontiers inEnvironmental Science, 10, 1058009. https://doi.org/10.3389/fenvs.2022.1058009

Zhao, L., Wong, W. Bin, & Hanafi, Z. Bin. (2019). The evolution of George Town’s urban morphology in the Straits of Malacca, late 18th century-early 21st century. Frontiers of Architectural Research, 8(4), 513–534. https://doi.org/10.1016/j.foar.2019.09.001


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