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1860797376366641152
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INTELEK Repository
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Online Access
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https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072
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2015-11-05 09:52:46
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Restricted Document
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12469
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UniSZA
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1. Chan, N.W. (2012). Managing urban rivers and water quality in Malaysia for sustainable water resources. International Journal of Water Resources Development 28(2): 343-354. 2. Kamarudin, M. K. A., Toriman, M. E., Lun, P. I., Abdul Aziz, N. A. and Gasim, M. B. (2013). The hydrodynamic of Dong River, Hutan Lipur Lata Jarum, Pahang, Malaysia. Prudence Journal of Environmental Science Research 1(2): 5-11. 3. Simons, J. B. (1969). Introduction to Physical Hydrology, Ed. London: Methuen & Co Ltd. 4. Kamarudin, M. K. A., Toriman, M. E., Rosli, M. H., Juahir, H., Azid, A., Mohamed Zainuddin, S. F., Abdul Aziz, N. A. and Sulaiman, W. N. A. (2014). Analysis of Meander Evolution Studies on Effect from Land Use and Climate Change at Upstream Reach of Pahang River, Malaysia. Mitigation and Adaptation Strategies for Global Change: 1 – 16. 5. Rosgen, D. L. (2007). Rosgen Geomorphic Channel Design. Dlm. J. Bernard, J. F. Fripp & K. R. Robinson (pnyt.). Ed. Stream Restoration Design National Engineering Handbook (210-VI-NEH) 654 hlm. 1-76. Washington, D.C.: USDA Natural Resources Conservation Service. 6. Lun, P. I., Gasim, M. B., Toriman, M. E., Rahim S. A. and Kamarudin, M. K. A. (2011). Hydrological Pattern of Pahang River Basin and Their Relation to Flood Historical Event. Jurnal e-Bangi 6(1): 29-37. 7. BHonline. (2015). Terkini: Banjir di Kelantan, Terengganu, Pahang tambah buruk, Selasa Disember 23, 2014. 8. Azid, A., Che Hasnam, C. N., Juahir, H., Amran, M. A., Toriman, M. E., Kamarudin, M. K. A., Mohd Saudia, M. S., Gasim, M. B. and Mustafa, A. D. (2015). Coastal Erosion Measurement along Tanjung Lumpur to Cherok Paloh, Pahang during the Northeast Monsoon Season. Jurnal Teknologi 74 (1): 27–34. 9. Kamarudin, M. K. A., Toriman, M. E., Sarifah A., S. M, Idris, M., Jamil, N. R. and Gasim, M. B. (2009). Temporal Variability on Lowland River Sediment Properties and Yield. American Journal of Environmental Sciences 5(5): 657-663. 10. Kamarudin, M.K.A., Idris, M. and Toriman, M.E. (2013). Analysis of Leptobarbus hoevenii in control environment at natural lakes. American Journal Agriculture Biology Sciences 8: 142-148. 11. Heng, G. S. and Hing, T. T. (2000). Classifying Water Quality Along Sungai Pahang and its Tributaries. Sains Malaysiana 29: 257-272. 12. Rosgen, D. L. (1994). A classification of natural rivers. Catena 22(3): 169-199. 13. Rosgen, D.L., (1996). Applied river morphology. Wildland Hydrology, Pagosa Springs, Colorado. USA. 14. Massart, D.L. and Kaufman, L. (1983). The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis. Wiley, New York. 15. Azid, A., Juahir, H., Ezani, E., Toriman, M.E., Endut, A., Abdul Rahman, M. N., Yunus, K., Kamarudin, M.K.A., Che Hasnam, C. N., Mohd Saudia, M. S. and Umar, R. (2015). Identification Source of Variation on Regional Impact of Air Quality Pattern Using Chemometric. Aerosol and Air Quality Research 15(4): 1545-1558. 16. Mohd Saudia, M. S., Azid, A., Juahir, H., Ezani, E., Toriman, M.E., Amran, M. A., Mustafaa, A. D., Azamana, F., Kamarudin, M.K.A. and Mohd Saudib, M. (2015). Flood Risk Pattern Recognition Using Integrated Chemometric Method and Artificial Neural Network: A Case Study in the Johor River Basin. Jurnal Teknologi 74 (1): 159–164. 17. Mohd Saudia, M. S., Juahir, H., Azid, A., Kamarudin, M.K.A., Kasim, M. F., Toriman, M.E., Abdul Aziz, N. A. Che Hasnam, C. N., Samsudin, M. S. (2015). Flood Risk Pattern Recognition Using Chemometric Technique: A Case Study in Kuantan River Basin, Jurnal Teknologi 72 (1): 137-141. 18. Mohd Saudia, M. S., Juahir, H., Azid, A., Kamarudin, M.K.A., Toriman, M.E, Abdul Aziz, N.A. (2014). Flood Risk Pattern Recognition Using Chemometric Technique: A Case Study in Muda River Basin. Computational Water, Energy, and Environmental Engineering 3: 102-110. 19. Zhou F., Liu Y. and Guo H., (2007). Application of Multivariate Statistical Methods to Water Quality Assessment of the Watercourses in Northwestern New Territories, Hong Kong. Environmental Monitoring Assessment 132: 1-13. 20. Meglen R.R., (1992). Examining large databases: a chemo-metric approach using principal component analysis. Marine Chemistry 39: 217-237. 21. Marisol V., Rafael P., Enrique B. and Luis D., (1998). Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Research 12: 3581–3592. 22. Sarbu C. and Pop H.F., (2005). Principal component analysis versus fuzzy principal component analysis A case study: the quality of Danube water (1985-1996). Talanta 65(5): 1215-1220. 23. Chabukdhara M. and Nema A., (2012). Assessment of heavy metal contamination in Hindon River sediments: a chemometric and geochemical approach. Chemosphere 87:945–953. 24. Lim K.Y. and Surbeck C.Q. (2011). A multi-variate methodology for analyzing pre-existing lake water quality data. J ournal Environmental Monitoring 13: 2477-2487. 25. Michael John Saynor and Wayne D. Erskine. (2013). Classification of River Reaches on the Little Disturbed East Alligator River, Northern Australia. International Journal of Geosciences 4:53-65. 26. Armas, I., Gogoaşe Nistoran, D. E., Osaci-Costache, G. and Braşoveanu, L. (2013). Morpho-dynamic evolution patterns of Subcarpathian Prahova River (Romania). Catena 100(0): 83-99. 27. Ashmore, P. E. and Rennie, C. D. (2013). Gravel-bed rivers: from particles to patterns. Earth Surface Processes and Landforms 38(2): 217-220. 28. Abdullah, N. M., Toriman, M. E., Md Din, H., Abd Aziz, N. A., Kamarudin, M. K. A., Abdul Rani, N. S., Ata, F. M., Saad, M. H., Abdullah, N. W., Idris, M. and 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. 29. Toriman, M.E, Gasim, M. B., Yusop, Z., Shahid, I., Mastura, S. A. S., Abdullah, P., Jaafar, M., Abd Aziz, N. A., Kamarudin, M. K. A., Jaafar, O., Karim, O., Juahir, H., and Jamil, N. R. (2012). Use of 137Cs activity to investigate sediment movement and transport modeling in river coastal environment. American Journal Environmental Sciences 8: 417-423. 30. Md Din, H., Toriman, M. E., Mokhtar, M., Elfithri, R., Abd Aziz, N. A., Abdullah, N. M. and 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. 31. Rinaldi M., B. Wyzga and N. Surian, (2005). Sediment Mining In Alluvial Channels: Physical Effects and Management Perspectives. River Research Application 21: 805–828.
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norman
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12469 https://intelek.unisza.edu.my/intelek/pages/view.php?ref=12469 https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072 Restricted Document Article Journal image/jpeg inches 96 96 norman 774 1416 2015-11-05 09:52:46 1416x774 97 97 6769-01-FH02-ESERI-15-04079.jpg UniSZA Private Access Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia] Malaysian Journal of Analytical Sciences Klasifikasi sungai adalah amat penting bagi mengetahui ciri-ciri asas sesuatu sungai di dalam penilaian pengurusan dan punca permasalahan sungai dari dasarnya. Artikel ini membincangkan kaedah pengkelasan sungai tropika dengan menggunakan teknik kemometrik yang telah dijalankan di Sungai Pahang. Berdasarkan kerja-kerja pengukuran sungai, penganalisisan data GIS dan Remote Sensing (RS), analisis kemometrik telah dijalankan bagi mengkelaskan ciri utama Sungai Pahang dengan menggunakan kaedah hierarchical agglomerative cluster analysis (HACA). Proses kalibrasi dan validasi model dijalankan dengan menggunakan kaedah analisis Discriminant Analysis (DA). Manakala kaedah Principal Component Analysis (PCA) pula dijalankan bagi mengenalpasti parameter yang paling mempengaruhi pembolehubah pengkelasan yang telah dijalankan. Hasil kajian menunjukkan, aliran utama Sungai Pahang dapat dikelaskan kepada tiga kelas utama iaitu hulu, tengah dan hilir sungai. Analisis DA menunjukkan kesahan 100% pada model pengkelasan ini. Manakala PCA menunjukkan terdapat tiga pembolehubah yang mempunyai pekali korelasi yang signifikan iaitu dominasi cerun dengan nilai R2 0.796, nisbah L/D nilai R2 -0.868 dan belokan (sinuosity) dengan nilai R2 0.557. Peta pergerakan klasifikasi sungai bersama zon-zon risiko dan proses perubahan geomorfologi sungai turut dihasilkan. Hasil kajian ini adalah penting dalam menyediakan data-data asas sebagai panduan kepada pengurusan sungai secara bersepadu di Sungai Pahang kursusnya dan di sungai bertropika umumnya. 19 5 Malaysian Society of Analytical Sciences Malaysian Society of Analytical Sciences 1001-1018 1. Chan, N.W. (2012). Managing urban rivers and water quality in Malaysia for sustainable water resources. International Journal of Water Resources Development 28(2): 343-354. 2. Kamarudin, M. K. A., Toriman, M. E., Lun, P. I., Abdul Aziz, N. A. and Gasim, M. B. (2013). The hydrodynamic of Dong River, Hutan Lipur Lata Jarum, Pahang, Malaysia. Prudence Journal of Environmental Science Research 1(2): 5-11. 3. Simons, J. B. (1969). Introduction to Physical Hydrology, Ed. London: Methuen & Co Ltd. 4. Kamarudin, M. K. A., Toriman, M. E., Rosli, M. H., Juahir, H., Azid, A., Mohamed Zainuddin, S. F., Abdul Aziz, N. A. and Sulaiman, W. N. A. (2014). Analysis of Meander Evolution Studies on Effect from Land Use and Climate Change at Upstream Reach of Pahang River, Malaysia. Mitigation and Adaptation Strategies for Global Change: 1 – 16. 5. Rosgen, D. L. (2007). Rosgen Geomorphic Channel Design. Dlm. J. Bernard, J. F. Fripp & K. R. Robinson (pnyt.). Ed. Stream Restoration Design National Engineering Handbook (210-VI-NEH) 654 hlm. 1-76. Washington, D.C.: USDA Natural Resources Conservation Service. 6. Lun, P. I., Gasim, M. B., Toriman, M. E., Rahim S. A. and Kamarudin, M. K. A. (2011). Hydrological Pattern of Pahang River Basin and Their Relation to Flood Historical Event. Jurnal e-Bangi 6(1): 29-37. 7. BHonline. (2015). Terkini: Banjir di Kelantan, Terengganu, Pahang tambah buruk, Selasa Disember 23, 2014. 8. Azid, A., Che Hasnam, C. N., Juahir, H., Amran, M. A., Toriman, M. E., Kamarudin, M. K. A., Mohd Saudia, M. S., Gasim, M. B. and Mustafa, A. D. (2015). Coastal Erosion Measurement along Tanjung Lumpur to Cherok Paloh, Pahang during the Northeast Monsoon Season. Jurnal Teknologi 74 (1): 27–34. 9. Kamarudin, M. K. A., Toriman, M. E., Sarifah A., S. M, Idris, M., Jamil, N. R. and Gasim, M. B. (2009). Temporal Variability on Lowland River Sediment Properties and Yield. American Journal of Environmental Sciences 5(5): 657-663. 10. Kamarudin, M.K.A., Idris, M. and Toriman, M.E. (2013). Analysis of Leptobarbus hoevenii in control environment at natural lakes. American Journal Agriculture Biology Sciences 8: 142-148. 11. Heng, G. S. and Hing, T. T. (2000). Classifying Water Quality Along Sungai Pahang and its Tributaries. Sains Malaysiana 29: 257-272. 12. Rosgen, D. L. (1994). A classification of natural rivers. Catena 22(3): 169-199. 13. Rosgen, D.L., (1996). Applied river morphology. Wildland Hydrology, Pagosa Springs, Colorado. USA. 14. Massart, D.L. and Kaufman, L. (1983). The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis. Wiley, New York. 15. Azid, A., Juahir, H., Ezani, E., Toriman, M.E., Endut, A., Abdul Rahman, M. N., Yunus, K., Kamarudin, M.K.A., Che Hasnam, C. N., Mohd Saudia, M. S. and Umar, R. (2015). Identification Source of Variation on Regional Impact of Air Quality Pattern Using Chemometric. Aerosol and Air Quality Research 15(4): 1545-1558. 16. Mohd Saudia, M. S., Azid, A., Juahir, H., Ezani, E., Toriman, M.E., Amran, M. A., Mustafaa, A. D., Azamana, F., Kamarudin, M.K.A. and Mohd Saudib, M. (2015). Flood Risk Pattern Recognition Using Integrated Chemometric Method and Artificial Neural Network: A Case Study in the Johor River Basin. Jurnal Teknologi 74 (1): 159–164. 17. Mohd Saudia, M. S., Juahir, H., Azid, A., Kamarudin, M.K.A., Kasim, M. F., Toriman, M.E., Abdul Aziz, N. A. Che Hasnam, C. N., Samsudin, M. S. (2015). Flood Risk Pattern Recognition Using Chemometric Technique: A Case Study in Kuantan River Basin, Jurnal Teknologi 72 (1): 137-141. 18. Mohd Saudia, M. S., Juahir, H., Azid, A., Kamarudin, M.K.A., Toriman, M.E, Abdul Aziz, N.A. (2014). Flood Risk Pattern Recognition Using Chemometric Technique: A Case Study in Muda River Basin. Computational Water, Energy, and Environmental Engineering 3: 102-110. 19. Zhou F., Liu Y. and Guo H., (2007). Application of Multivariate Statistical Methods to Water Quality Assessment of the Watercourses in Northwestern New Territories, Hong Kong. Environmental Monitoring Assessment 132: 1-13. 20. Meglen R.R., (1992). Examining large databases: a chemo-metric approach using principal component analysis. Marine Chemistry 39: 217-237. 21. Marisol V., Rafael P., Enrique B. and Luis D., (1998). Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Research 12: 3581–3592. 22. Sarbu C. and Pop H.F., (2005). Principal component analysis versus fuzzy principal component analysis A case study: the quality of Danube water (1985-1996). Talanta 65(5): 1215-1220. 23. Chabukdhara M. and Nema A., (2012). Assessment of heavy metal contamination in Hindon River sediments: a chemometric and geochemical approach. Chemosphere 87:945–953. 24. Lim K.Y. and Surbeck C.Q. (2011). A multi-variate methodology for analyzing pre-existing lake water quality data. J ournal Environmental Monitoring 13: 2477-2487. 25. Michael John Saynor and Wayne D. Erskine. (2013). Classification of River Reaches on the Little Disturbed East Alligator River, Northern Australia. International Journal of Geosciences 4:53-65. 26. Armas, I., Gogoaşe Nistoran, D. E., Osaci-Costache, G. and Braşoveanu, L. (2013). Morpho-dynamic evolution patterns of Subcarpathian Prahova River (Romania). Catena 100(0): 83-99. 27. Ashmore, P. E. and Rennie, C. D. (2013). Gravel-bed rivers: from particles to patterns. Earth Surface Processes and Landforms 38(2): 217-220. 28. Abdullah, N. M., Toriman, M. E., Md Din, H., Abd Aziz, N. A., Kamarudin, M. K. A., Abdul Rani, N. S., Ata, F. M., Saad, M. H., Abdullah, N. W., Idris, M. and 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. 29. Toriman, M.E, Gasim, M. B., Yusop, Z., Shahid, I., Mastura, S. A. S., Abdullah, P., Jaafar, M., Abd Aziz, N. A., Kamarudin, M. K. A., Jaafar, O., Karim, O., Juahir, H., and Jamil, N. R. (2012). Use of 137Cs activity to investigate sediment movement and transport modeling in river coastal environment. American Journal Environmental Sciences 8: 417-423. 30. Md Din, H., Toriman, M. E., Mokhtar, M., Elfithri, R., Abd Aziz, N. A., Abdullah, N. M. and 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. 31. Rinaldi M., B. Wyzga and N. Surian, (2005). Sediment Mining In Alluvial Channels: Physical Effects and Management Perspectives. River Research Application 21: 805–828.
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| spellingShingle |
Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia]
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| summary |
Klasifikasi sungai adalah amat penting bagi mengetahui ciri-ciri asas sesuatu sungai di dalam penilaian pengurusan dan punca permasalahan sungai dari dasarnya. Artikel ini membincangkan kaedah pengkelasan sungai tropika dengan menggunakan teknik kemometrik yang telah dijalankan di Sungai Pahang. Berdasarkan kerja-kerja pengukuran sungai, penganalisisan data GIS dan Remote Sensing (RS), analisis kemometrik telah dijalankan bagi mengkelaskan ciri utama Sungai Pahang dengan menggunakan kaedah hierarchical agglomerative cluster analysis (HACA). Proses kalibrasi dan validasi model dijalankan dengan menggunakan kaedah analisis Discriminant Analysis (DA). Manakala kaedah Principal Component Analysis (PCA) pula dijalankan bagi mengenalpasti parameter yang paling mempengaruhi pembolehubah pengkelasan yang telah dijalankan. Hasil kajian menunjukkan, aliran utama Sungai Pahang dapat dikelaskan kepada tiga kelas utama iaitu hulu, tengah dan hilir sungai. Analisis DA menunjukkan kesahan 100% pada model pengkelasan ini. Manakala PCA menunjukkan terdapat tiga pembolehubah yang mempunyai pekali korelasi yang signifikan iaitu dominasi cerun dengan nilai R2 0.796, nisbah L/D nilai R2 -0.868 dan belokan (sinuosity) dengan nilai R2 0.557. Peta pergerakan klasifikasi sungai bersama zon-zon risiko dan proses perubahan geomorfologi sungai turut dihasilkan. Hasil kajian ini adalah penting dalam menyediakan data-data asas sebagai panduan kepada pengurusan sungai secara bersepadu di Sungai Pahang kursusnya dan di sungai bertropika umumnya.
|
| title |
Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia]
|
| title_full |
Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia]
|
| title_fullStr |
Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia]
|
| title_full_unstemmed |
Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia]
|
| title_short |
Classification of tropical river using chemometrics technique: Case study in Pahang river, Malaysia [Klasifikasi sungai tropika menggunakan teknik kemometrik: Kajian kes di sungai Pahang, Malaysia]
|
| title_sort |
classification of tropical river using chemometrics technique: case study in pahang river, malaysia [klasifikasi sungai tropika menggunakan teknik kemometrik: kajian kes di sungai pahang, malaysia]
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