Classification of Land Use/Land Cover Changes Using GIS and Remote Sensing Technique in Lake Kenyir Basin, Terengganu, Malaysia
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2018-07-25 https://doi.org/10.14419/ijet.v7i3.14.16854 -
Land use, Land cover, Remote Sensing, GIS, Lake Kenyir Basin. -
Abstract
Geographical information system (GIS) techniques and Remote Sensing (RS) data are fundamental in the study of land use (LU) and land cover (LC) changes and classification. The aim of this study is to map and classify the LU and LC change of Lake Kenyir Basin within 40 years’ period (1976 to 2016). Multi-temporal Landsat images used are MSS 1976, 1989, ETM+ 2001 and OLI 8 2016. Supervised Classification on Maximum Likelihood Algorithm method was used in ArcGIS 10.3. The result shows three classes of LU and LC via vegetation, water body and built up area. Vegetation, which is the dominant LC found to be 100%, 88.83%, 86.15%, 81.91% in 1976, 1989, 2001 and 2016 respectively. While water body accounts for 0%, 11.17%, 12.36% and 13.62% in the years 1976, 1989, 2001 and 2016 respectively and built-up area 1.49% and 4.47 in 2001 and 2016 respectively. The predominant LC changes in the study are the water body and vegetation, the earlier increasing rapidly at the expense of the later. Therefore, proper monitoring, policies that integrate conservation of the environment are strongly recommended.
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References
[1] Foody, G. M. (2002). Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80(1), 185–201.
[2] Abdullah, N. M., Toriman, M. E., Din, H. M., Aziz, N. A. A., Kamarudin, M. K. A., Rani, N. S. A., Ata, F. M., Saad, M. H., Abdullah, N. W., Idris, M., Jamil, N. R. (2013). Influence of Spatial and Temporal Factors in Determining Rainfall Interception at Dipterocarp Forest Canopy, Lake Chini, Pahang. Malaysian Journal of Analytical Sciences, 17(1), 11-23.
[3] Kamarudin, M. K. A., Toriman, M. E., Wahab, N. A., Hafizan, J., Endut, A., Umar, R., Gasim, M. B. (2017). Development of Stream Classification System on Tropical Areas with Statistical Approval in Pahang River Basin, Malaysia. Desalination and water Treatment, 96, 237-254.
[4] Din, H. M., Toriman, M. E., Mokhtar, M., Elfithri, R., Aziz, N. A. A., Abdullah, N. M., Kamarudin, M. K. A. (2012). Loading concentrations of pollutant in Alur Ilmu at UKM Bangi campus: Event mean concentration (EMC) approach. Malaysian Journal of Analytical Sciences, 16(3), 353-365.
[5] Lambin, E. F., Turner, B. L., Geist, H. J., Agbola, S. B., Angelsen, A., Bruce, J. W., … Xu, J. (2001). The causes of land-use and land-cover change: Moving beyond the myths. Global Environmental Change, 11(4), 261–269.
[6] Zubair, A. O. (2006). Change detection in land use and land cover using remote sensing data and GIS: A case study of Ilorin and its environs in Kwara State. Unpublished Master Thesis, University of Ibadan.
[7] Toriman, M. E., Gasim, M. B., Yusop, Z., Shahid, I., Mastura, S. A. S., Abdullah, P., Jaafar, M., Aziz, N. A. A., Kamarudin, M. K. A., Jaafar, O., Karim, O., Juahir, H., Jamil, N. R. (2012). Use of 137Cs activity to investigate sediment movement and transport modeling in river coastal environment. American Journal of Environmental Sciences, 8(4), 417-423.
[8] Kaliraj, S., Chandrasekar, N., Ramachandran, K. K., Srinivas, Y., Saravanan, S. (2017). Coastal landuse and land cover change and transformations of Kanyakumari coast, India using remote sensing and GIS. The Egyptian Journal of Remote Sensing and Space Science, 20(2), 265-282.
[9] Toriman, M. E., At, F. M., Kamarudin, M. K. A., Idris, M. (2015). Bed-load sediment profile and effect of river bank erosion on river cross-section. American Journal of Environmental Sciences, 9(4), 292-300.
[10] Cheema, M. J. M., Bastiaanssen, W. G. M. (2010). Land use and land cover classification in the irrigated Indus Basin using growth phenology information from satellite data to support water management analysis. Agricultural Water Management, 97(10), 1541–1552.
[11] Kumar, K. S., Valasala, N. V. A. S. S., Subrahmanyam, J. V. V, Mallampati, M., Shaik, K., Ekkirala, P. (2015). Prediction of Future Land Use Land Cover Changes of Vijayawada City Using Remote Sensing and GIS. International Journal of Innovative Research in Advanced Engineering, 2(3), 91–97.
[12] Kamaruddin, A. F., Toriman, M. E., Juahir, H., Zain, S. M., Rahman, M. N. A., Amri Kamarudin, M. K., Azid, A. (2015). Spatial characterization and identification sources of pollution using multivariate analysis at Terengganu River Basin, Malaysia. Jurnal Teknologi, 77(1): 269-273.
[13] Jaafar, O., Toriman, M. E. H., Idris, M. H., Sharifah Mastura, S. A., Juahir, H. H., Aziz, N. A. A., Kamarudin, K. A., Jamil, N. R. (2010). Study of water level-discharge relationship using Artificial Neural Network (ANN) in Sungai Gumum, Tasik Chini Pahang Malaysia. Research Journal of Applied Sciences, 5(1), 20-26.
[14] Singh, A. (1989). Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing, 10(6), 989–1003.
[15] Cihlar, J. (2000). Land cover mapping of large areas from satellites: Status and research priorities. International Journal of Remote Sensing, 21(6–7), 1093–1114.
[16] Toriman, M. E., Abdullah, S. N. F., Azizan, I. A., Kamarudin, M. K. A., Umar, R., Mohamad, N. (2015). Spatial and temporal assessment on drug addiction using multivariate analysis and GIS. Malaysian Journal of Analytical Sciences, 19(6), 1361-1373.
[17] Kamarudin, M. K. A., Toriman, M. E., Juahir, H., Azid, A., Gasim, M. B., Saudi, A. S. M., Umar, R., Sulaiman, N. H., Ata, F. M., Mustafa, A. D., Amran, M. A., Yusoff, W. A., Azaman, F. (2015). Assessment of river plan change using RS and GIS technique. Jurnal Teknologi, 76(1), 31-38.
[18] Reis, S., Nisnci, R., Uzun, B., Yalçin, A. (2003). Monitoring Land – Use Changes by GIS and Remote Sensing Techniques: Case Study of Trabzon. 2nd FIG Regional Conference, Morocco, p.p: 1–11.
[19] Dewan, A. M., Yamaguchi, Y. (2009). Using remote sensing and GIS to detect and monitor land use and land cover change in Dhaka Metropolitan of Bangladesh during 1960-2005. Environmental Monitoring and Assessment, 150: 237–249.
[20] Kamarudin, M. K. A., Toriman, M. E., Sulaiman, N. H., Ata, F. M., Gasim, M. B., Muhamad, A., Yusoff, W. A., Mokhtar, M., Amran, M. A., Abd Aziz, N. A. (2015). Classification of tropical river using chemometrics technique: Case study in Pahang River, Malaysia. Malaysian Journal of Analytical Sciences, 19(5), 1001-1018.
[21] Bhuiyan, M. A. H., Siwar, C., & Ismail, S. M. (2016). Sustainability Measurement for Ecotourism Destination in Malaysia: A Study on Lake Kenyir, Terengganu. Social Indicators Research, 128(3), 1029–1045.
[22] Rouf, A. J. M. A., Ambak, M. A., Shamsudin, L., Phang, S. M., Ho, S. C. (2008). Temporal changes in the periphytic algal communities in a drowned tropical forest reservoir in Malaysia: Lake Kenyir. Lakes and Reservoirs: Research and Management, 13(4), 271–287.
[23] Wahab, N. A., Kamarudin, M. K. A., Anuar, A., Ata, F. M., Sulaiman, N. H., Baharim, N. B., … Muhammad, N. A. (2017). Assessments of lake profiling on temperature, Total Suspended Solid (TSS) and turbidity in the Kenyir Lake, Terengganu, Malaysia. Journal of Fundamental and Applied Sciences, 9(2S), 242-256.
[24] Liu, X. (2003). Supervised Classification and Unsupervised Classification. Cfa.Harvard.Edu, 1–12.
[25] Butt, A., Shabbir, R., Ahmad, S. S., & Aziz, N. (2015). Land use change mapping and analysis using Remote Sensing and GIS: A case study of Simly watershed, Islamabad, Pakistan. The Egyptian Journal of Remote Sensing and Space Science, 18(2), 251–259.
[26] Rawat, J. S., Kumar, M. (2015). Monitoring land use/cover change using remote sensing and GIS techniques: A case study of Hawalbagh block, district Almora, Uttarakhand, India. The Egyptian Journal of Remote Sensing and Space Science, 18(1), 77–84.
[27] Wahab, N. A., Kamarudin, M. K. A., Gasim, M. B., Umar, R. Ata, F. M., Sulaiman, N. H. (2016). Assessment of total suspended sediment and bed sediment grains in upstream areas of Lata Berangin, Terengganu. International Journal on Advanced Science, Engineering and Information Technology, 6(5), 757-763.
[28] Gasim, M. B., Toriman, M. E., Idris, M., Lun, P. I., Kamarudin, M. K. A., Nor Azlina, A. A., Mokhtar, M., Mastura, S. A. S. (2013). River flow conditions and dynamic state analysis of Pahang River. American Journal of Applied Sciences, 10(1), 42-57.
[29] Amri Kamarudin, M. K., Idris, M., Toriman, M. E. (2013). Analysis of Leptobarbus hoevenii in control environment at natural lakes. American Journal of Agricultural and Biological Science, 8(2), 142–148.
[30] Set, K., Yaakop, A. Y., Zatul, N., Hussin, I., Mohd, B. (2015). Understanding Motivation Factors of Tourism Entrepreneurs in Tasik Kenyir, 1(2), 248–254.
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How to Cite
Khairul Amri Kamarudin, M., Abdulkadir Gidado, K., Ekhwan Toriman, M., Juahir, H., Umar, R., Abd Wahab, N., Ibrahim, S., Awang, S., & Nizam Abdul Maulud, K. (2018). Classification of Land Use/Land Cover Changes Using GIS and Remote Sensing Technique in Lake Kenyir Basin, Terengganu, Malaysia. International Journal of Engineering & Technology, 7(3.14), 12-15. https://doi.org/10.14419/ijet.v7i3.14.16854Received date: 2018-08-05
Accepted date: 2018-08-05
Published date: 2018-07-25