Factors that influence of irrigation system performance in semi arid region of timor island through approach principal component analysis
DOI:
https://doi.org/10.31028/ji.v14.i2.89-102Keywords:
authority of irrigation area, irrigation system, performance, principal component analysis, semi-arid regionAbstract
Irrigation system is very complex aspects, including irrigation water, irrigation area, the physical infrastructure of irrigation, human resources, irrigation institutional, management, financing, and technology which are interrelated to support agriculture. To increase agricultural production, the efforts made need to be formulated by considering the performance of the irrigation system and the influence of each related factor. This study aims to analyze the factors that influence of performance of the irrigation systems the irrigation area of district/municipality, province, central government in the semi-arid regions of Timor Island through the Principal Component Analysis (PCA) approach. Principal component analysis method uses fifteen indicators from 345 irrigation areas. This study concludes that fifteen variables showed a significant relationship both positive and negative towards the performance of the irrigation systems. The order of the biggest contribution of influences affecting the performance of the irrigation system in the main model component is the institutional aspects of the authority of the district/municipality irrigation area, productivity of rice, availability of supporting facilities for operation and maintenance, damage rate of drainage system, damage rate of secondary canals and damage rate of primary canals. The total cropping intensity shows a negative relationship to the performance of irrigation systems in semi-arid areas which water is limited. Meanwhile, the area of irrigation scheme, rice productivity, level of the participation of water user association, availability of supporting facilities for operation and maintenance, ratio of the number of operation and maintenance officers to irrigation area, frequency of maintenance of infrastructures, operation and maintenance costs, rehabilitation costs, authority of provincial irrigation areas show a positive relationship to system performance irrigation.
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References
Abernethy, C. L. (1986). Performance Measurement in Canal Water Management: A Discussion. Dalam ODI-IIMI Irrigation Management Network Paper 86/2d. London, UK: Overseas Development Institute.
Ahlawat, V., & Renu. (2016). Regional disparity in cropping intensity and relative impact of irrigation in Haryana. IOSR Journal of Business and Management, 18(9), 41-45. https://doi.org/10.9790/487X-1809034145.
Balderama, O. F., Bareng, J. L. R., & Alejo, L. A. (2014). Benchmarking for performance assessment of irrigation schemes: The case of national irrigation systems and small water impounding projects in Cagayan River Basin. Dipresentasikan pada International Conference of Agricultural Engineering, Zurich.
Bolaños, G., Borgia, M., Poblador, C., Dia, N., Seyid, O. M. V., & Mateos, L. (2011). Performance assessment of small irrigation schemes along the Mauritanian banks of the Senegal River. Agricultural Water Management, 98(7), 1141-1152. https://doi.org/10.1016/j.agwat.2011.02.00.
Boluwade, A., & Madramootoo, C. A. (2016). Independent principal component analysis for simulation of soil water content and bulk density in a Canadian Watershed. International Soil and Water Conservation Research, 4(3), 151-158. https://doi.org/10.1016/j.iswcr.2016.09.001
Borgia, C., GarcÃa-Bolaños, M., Li, T., Gómez-Macpherson, H., Comas, J., Connor, D., & Mateos, L. (2013). Benchmarking for performance assessment of small and large irrigation schemes along the Senegal Valley in Mauritania. Agricultural Water Management, 121, 19-26. https://doi.org/10.1016/j.agwat.2013.01.002
Bos, M. G., Murray-Rust, H. D., Merrey, D. J., Johnson, H. G., & Snellen, W. B. (1994). Methodologies for assessing performance of irrigation and drainage management. Irrigation and Drainage Systems, 7, 231-261.
Bunganaen, W. (2011). Analisis efisiensi dan kehilangan air pada jaringan utama daerah irigasi air sagu. Jurnal Teknik Sipil, 1(1), 80-93.
Cattell, R. B. (1966). The scree test for the number of factors. Multivariate Behavioral Research, 1(2), 245-276.
Direktorat Irigasi dan Rawa. (2011). Pedoman Umum Modernisasi Irigasi (Kajian Akademik). Jakarta: Direktorat Jenderal Sumber Daya Air, Kementerian PUPR.
Feltz, N., & Vanclooster, M. (2013). -Factors explaining on-site irrigation performance variability in Triffas irrigated perimeter (East Marocco). Procedia Environmental Sciences, 19, 757-766. https://doi.org/10.1016/j.proenv.2013.06.084
Gabriel, K. R. (1971). The biplot graphic display of matrices with application to principal component analysis. Biometrika, 58(3), 453-467.
Gorantiwar, S. D., & Smout, I. K. (2005). Performance assessment of irrigation water management of heterogeneous irrigation schemes: A framework for evaluation. Irrigation and Drainage Systems, 19(1).
Greenacre, M. (2010). Biplots in Practice. Madrid, Spain: BBVA Foundation.
Gyasi, K. O., Engel, S., & Frohberg, K. (2006). What Determines the Success of Community-Based Institutions for Irrigation Management? Result from Ghana. Bonn, Germany: ZEF.
Indriastuti, W., & Muktiali, M. (2015). Commons dilemma pada pengelolaan Daerah Irigasi Kapilaler, Kabupaten Klaten. Jurnal Wilayah Dan Lingkungan, 3(2), 105-120. https://doi.org/doi:10.14710/
Ismail, R. (2016). Partisipasi masyarakat dalam program pengembangan dan pengelolaan jaringan irigasi di Daerah Irigasi Way Umpu Kabupaten Way Kanan. Jurnal Pembangunan Wilayah dan Kota, 12(1), 86-97.
Ismail, Ronaldi. (2016). Partisipasi masyarakat dalam program pengembangan dan pengelolaan jaringan irigasi di Daerah Irigasi Way Umpu Kabupaten Way Kanan. Jurnal Pembangunan Wilayah dan Kota, 12(1), 86-97. https://doi.org/10.14710/pwk.v12i1.11459
Jia, R., Fang, S., Tu, W., & Sun, Z. (2016). Driven factors analysis of Chinas irrigation water use efficiency by stepwise regression and principal component analysis. Discrete Dynamics in Nature and Society, 2016, 1-12. https://doi.org/10.1155/2016/8957530
Juanda, B. (2009). Ekonometrika Pemodelan dan Pendugaan. Bogor, Indonesia: IPB Press.
Kisnanto, S., Hadiani, R. R. R., & Ikhsan, C. (2018). Infrastructure performance of irrigation canal to irrigation efficiency of irrigation area of Candi Limo in Mojokerto District. IOP Conference Series: Materials Science and Engineering, 333(1), 012096. https://doi.org/10.1088/1757-899X/333/1/012096
Kloezen, W. H., & Garces-Resrepo, C. (1998). Assessing Irrigation Performance with Comparative Indicators: The Case of the Alto Rio Lerma Irrigation District, Mexico. Colombo, Sri Lanka: International Water Management Institute/ IWMI.
Kobayashi, H. (2005). Japanese water management systems from an economic perspective: The agricultural sector. Dipresentasikan pada OECD Workshop on Agriculture and Water: Sustainability, Markets and Policies, Adelaide, Australia. Diperoleh dari https://dlc.dlib.indiana.edu/dlc/bitstream/handle/10535/8017/Japanese%20Water%20Management%20Systems%20from%20an%20Economic%20Perspective.pdf?sequence=1&isAllowed=y
Koc, C., Ozdemir, K., & Erdem, A. K. (2006). Performance of water user associations in the management operation and maintenance of Great Menders Basin Irrigation Schemes. Journal of Applied Sciences, 6(1), 90-93. https://doi.org/10.3923/jas.2006.90.93
Kusuma, O. P. U., Rispiningtati, R., & Sayekti, R. W. (2012). Studi penentuan skala prioritas peningkatan kinerja jaringan irigasi pada daerah irigasi Bodor Kabupaten Nganjuk. Jurnal Teknik Pengairan, 3(1), 61-70.
Lansing, J. S. (2007). Priests and Programmers: Technologies of Power in the Engineered Landscape of Bali. Princeton, N.J: Princeton University Press.
Manaze, A. S. (2015). Performance assessment irrigation schemes according to comparative indicators: A case study of Shina-Hamusit and Selamko, Ethiopia. International Journal of Scientific and Research Publications, 5(12), 451-460.
Mangrio, M. A., Mirjat, M. S., Li, J. H., & Chandio, A. S. (2014). Performance evaluation of irrigation system at secondary canal level. Pakistan Journal of Agriculture Agricultural Engineering Veterinary Sciences, 30(2), 216-228.
Miller, J. H., & Page, S. E. (2007). Complex Adaptive Systems: An Introduction to Computational Models of Social Life. Princeton, USA: Princeton University Press.
Mitchell, M. (2011). Complexity: A Guided Tour (1 edition). Oxford, UK: Oxford University Press.
Molden, D. J., & Gates, T. K. (1990). Performance Measures for Evaluation of Irrigationâ€Waterâ€Delivery Systems. Journal of Irrigation and Drainage Engineering, 116(6), 804-823. https://doi.org/10.1061/(ASCE)0733-9437(1990)116:6(804)
Molden, D. J., Sakthivadivel, R., Perry, C. J., Fraiture, C. de, & Kloezen, W. H. (1998). Indicators for comparing performance of irrigated agricultural systems (Research Report No. 20). Colombo, Sri Lanka: International Water Management Institute. Diperoleh dari https://cgspace.cgiar.org/handle/10568/39803
Muema, F. M., Home, P. G., & Raude, J. M. (2018). Application of Benchmarking and Principal Component Analysis in Measuring Performance of Public Irrigation Schemes in Kenya. Agriculture, 8(10), 1-20.
Mulyadi, -, Soekarno, I., & Natasaputra, S. (2014). Penilaian kinerja irigasi berdasarkan pendekatan Permen PU No. 32/2007 dan metode MASSCOTE dengan evaluasi Rapid Appraisal Procedure (RAP) di daerah irigasi Barugbug, Jawa Barat. Jurnal Irigasi, 9(2), 126-135. https://doi.org/10.31028/ji.v9.i2.126-135
Nasr, M., & Zahran, H. F. (2016). -Performance evaluation of agricultural drainage water using modeling and statistical approaches. The Egyptian Journal of Aquatic Research, 42(2), 141-148. https://doi.org/10.1016/j.ejar.2016.04.006
Nhundu, K., Mushunje, A., Zhou, L., & Aghdasi, F. (2015). Institutional determinants of farmer participation in irrigation development post fast-track land reform program in Zimbabwe. Journal of Agricultural Biotechnology and Sustainable Development, 7(2), 9-18. https://doi.org/10.5897/JABSD09.038
Omid, M. H., Akbari, M., Zarafshani, K., Eskandari, Gh. H., & Fami, H. Sh. (2012). Factors influencing the success of water user associations in Iran: A case of Moqan, Tajan, and Varamin. Journal of Agricultural Science and Technology, 14(1), 27-36.
Pearson, F. R. S. K. (1901). LIII. On lines and planes of closest fit to systems of points in space. The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 2(11), 559-572. https://doi.org/10.1080/14786440109462720
Petersen, W., Bertino, L., Callies, U., & Zorita, E. (2001). Process identification by principal component analysis of river water-quality data. Ecological Modelling, 138(1), 193-213. https://doi.org/10.1016/S0304-3800(00)00402-6
Razmkhah, H., Abrishamchi, A., & Torkian, A. (2010). Evaluation of spatial and temporal variation in water quality by pattern recognition techniques: A case study on Jajrood River (Tehran, Iran). Journal of Environmental Management, 91(4), 852-860. https://doi.org/10.1016/j.jenvman.2009.11.001
Sayin, B., Karaman, S., Yilmaz, I., & Celikyurt, M. A. (2013). Assessment of the performance of participatory irrigation management in Antalya, Turkey. Water Policy, 15(2), 269-280. https://doi.org/10.2166/wp.2012.133
Tilahun, H., Teklu, E., Michael, M., Fitsum, H., & Awulachew, S. (2011). Comparative performance of irrigated and rainfed agriculture in Ethiopia. World Applied Sciences Journal, 14(2), 235-244.
Xu, Y., & Yao, Y. (2015). Informal institutions, collective action, and public investment in rural China. American Political Science Review, 109(2), 371-391. https://doi.org/10.1017/ S0003055415000155
Yami, M. (2013). Sustaining participation in irrigation systems of Ethiopia: What have we learned about water user associations? Water Policy, 15(6), 961-984. https://doi.org/10.2166/wp.2013.031
Yercan, M., Atis, E., & Salali, H. E. (2009). Assessing irrigation performance in the Gediz River Basin of Turkey: Water user associations versus cooperatives. Irrigation Science, 27(4), 263-270. https://doi.org/10.1007/s00271-008-0142-z
Zhang, L., Heerink, N., Dries, L., & Shi, X. (2013). Water users associations and irrigation water productivity in northern China. Ecological Economics, 95, 128-136. https://doi.org/10.1016/j.ecolecon.2013.08.014
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