Aries Maesya, Agus Buono, Musthofa

Judul	:	Pemodelan Downscaling Luaran GCM dan Anomali SST Nino 3.4 Menggunakan Support Vector Regression (SVR)
Abstrak	:	The objective of this research is to develop a downscaling model GCM output and SST anomaly Nino 3.4 as input in the training to predict a rainfall monthly in Indramayu. The techniques of a downscaling is used for a phenomenon indicators of El Nino and Southern Oscillation (ENSO) climate anomaly such as a Global Circulation Model (GCM) and Sea Surface Temperature (SST) nino 3.4 are commonly used as a primary study learn and understand the climate system. This research propose a method for developing a downscaling model GCM output and SST anomaly Nino 3.4 by using Support Vector Regression (SVR). The research result showed that GCM output and SST anomaly Nino 3.4 can be approach the average value of monthly rainfall. The best result of prediction is Bondan station which has average correlation that is 0.700.
Tahun	:	2012	Media Publikasi	:	prosiding
Kategori	:	Prosiding	No/Vol/Tahun	:	1 / 1 / 2012
ISSN/ISBN	:	978-602-95792-0-8
PTN/S	:	Universitas Pakuan	Program Studi	:	ILMU KOMPUTER
Bibliography	:	Agmalaro,  M.A.  (2011)  P emodelan  Statistical  Downscaling  Menggnakan  Suport  Vector  Regression (Disertasi Tesis, Institut Pertanian Bogor). Buono, A. et al. (2010)  A Neural Network Architecture for Statistical Downscaling Technique : A Case Study in Indramayu District. Diakses pada 23 Mei 2011 dari World Wide Web : http://repository.ipb.ac.id/handle/123456789/41728 Boer R. dan Subiah A.P. (2003) Agricultural drought in Indonesia. In Agriculture and Drought. UK: Oxford University Press. Ramage C.S. (1971).  Monsoon Meteorology. Academic Press Inc., International Geophysics Series, Vol.15 Muttaqin, M. (2011)  Pengembangan Metodologi Downscaling Menggunakan Jaringan Syaraf Tiruan. (Disertasi Tesis, Institut Pertanian Bogor) NOAA.   (2012)   El-Nino   Regions.   Diakses   pada   15   Januari   2012   dari   World   Wide   Web   : http://www.cpc.noaa.gov/products/analys is_monitoring/ensostuff/nino_regions Philander  S.G. (1992) El Nino, La  Nina,  and Southern  Oscillation. Academic Press Inc., San diego, California, USA. Pramudia, Aris. (2002) Analisis Sensitivitas Tingkat Kerawanan Produksi Padi di Pantai Utara Jawa Barat Terhadap Kekeringan dan El-Nino. (Disertasi Tesis, Institut Pertanian Bogor) Smola, A.J., and Scholkopf, B. (2003).A Tutorial on Support Vector Regression, NeuroCOLT, Technical Report NC-TR-98-030, Royal Holloway College, University of London, UK. Sutikno. (2008) Statistical Downscaling Luaran GCS dan Permanfaatannya untuk Peramalan Produksi Padi. (Disertasi Tesis, Institut Pertanian Bogor) Wigena  A.H.  (2006)  Pemodelan  Statistical  Downscaling  dengan  Regresi  Projection  Persuit   untuk Peramalan Curah Hujan. (Disertasi Tesis, Institut Pertanian Bogor) Wilby RL, Wigley TML. (1997).  Downscal in g  general  circ u latio n  model  outp ut :  A re vi e w of method s and li mitations . P rogre ss i n Physi cal Geog raphy , 21,4:530 -
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