Statistical Downscaling Output GCM Modeling with Continuum Regression and Pre-Processing PCA Approach
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A. Busuioc, D. Chen, C. Hellström, 2001, “Performance of statistical downscaling models in gcm validation and regional climate change: application for Swedish precipitation”, Int. J. Climatology, Vol. 21, pp. 557-578.
A. Busuioc, H. Von Stroch, R.Schnur, 1999, “Verification of GCM-generated regional seasonal precipitation for current climate and of statistical downscaling estimates under changing climate conditions”, Journal of Climate,Vol. 12, pp. 258-272.
R. G. Crane, B. C. Hewitson, 1998, “Doubled CO2 precipitation changes for the Susquehanna basin: downscaling from GENESIS general circulation model”, Int. J. Climatology 18, pp. 65-76.
F. Giorgi, B. Hewitson, J.Christensen, M. Hulme, H. Von Stroch, P.Whetton, R.Jones, L.Mearns, C.Fu, 2001, “The scientific basis”, Contribution of Working Group I to the Third Assesment Report of the Intergovernmental Panel on Climate Change IPCC. University Press. Cambrige.UK.
U. Haryoko, 2004, “Pendekatan reduksi dimensi luaran GCM untuk penyusunan model statistical downscaling [tesis]”, Sekolah Pascasarjana, Institut Pertanian Bogor.
R. A. Johnson, and D. W. Wichern, 2002, Applied Multivariate Statistical Analysis, Vol. 5. New Jersey: Prentice Hall.
J. Mallpass, 1996, Improved Mathematical Methods for Drugs Design: Continuum Regression SAS Macro, University of Portsmouth.
M. Stone, R. J. Brooks, 1990, “Continuum Regression: crossvalidated sequentially constructed prediction embracing ordinary least squares, partial least squares, and principal component regression (with discussion)”, Journal of the Royal Statistical Society Series B, Vol. 52, pp. 237-269.
Sutikno, 2008, “Statistical downscaling luaran GCM dan pemanfaatannya untuk peramalan produksi padi”, Disertasi, Bogor, Program Pascasarjana, Institut Pertanian Bogor.
R. M. Trigo, J. P. Palutikof, 2001, “Precipitation scenario over Iberia. A comparison between direct GCM output and different downscaling techniques”, Journal of Climate, Vol. 14, pp. 4422-4446.
C. B. Uvo, J. Olsson, O. Morita, K. Jinno, A. Kawamura, K. Nishiyama, N. Koreeda, T. Nakashima, 2001, “Statistical atmospheric downscaling for rainfall estimation in Kyushu Island Japan”, Hydrology and Earth System Sciences, Vol. 5, pp. 259-271.
A. H. Wigena, 2006, “Pemodelan statistical downscaling dengan regresi projection pursuit untuk peramalan curah hujan bulanan”, Disertasi, Program Pascasarjana, Institut Pertanian Bogor.
A. H.Wigena, Aunuddin, 2004, “Aplikasi projection pursuit dan jaringan syaraf tiruan dalam pemodelan statistical downscaling”, Jurnal Statistika UNISBA, Vol. 4, No. 2, pp. 7-10.
R. L. Wilby, S. P.Charles, E. Zorita, B. Timbal, P. Whetton, L. O. Mearns, 2004,“Guidelines foe use of climate scenarios developed from statistical downscaling methods”, http://www.ipccddc.cru.uea.ac.uk/guidelines/ [8 Desember 2008].
E. Zorita and H.von Storch, 1999, “The analog method as a simple statistical downscaling technique: comparison with more complicated method”, Journal of Climate, Vol. 12, pp. 2474-2489.
H. Von Strorch, E. Zorita, U. Cubash, 1993, “Downscaling of global climate change estimates to regional scales: An application to Iberian rainfall in wintertime”, Journal of Climate, Vol. 6. pp. 1161-1171.
DOI: http://dx.doi.org/10.12962/j20882033.v21i3.41
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