Representing teleconnection patterns over Europe: A comparison of SOM and PCA methods
暂无分享,去创建一个
[1] Malcolm Fraser. 11-15 September , 1956 .
[2] H. Kaiser. The varimax criterion for analytic rotation in factor analysis , 1958 .
[3] J. Wallace,et al. Teleconnections in the Geopotential Height Field during the Northern Hemisphere Winter , 1981 .
[4] John D. Horel,et al. A Rotated Principal Component Analysis of the Interannual Variability of the Northern Hemisphere 500 mb Height Field , 1981 .
[5] S. Esbensen. A Comparison of Intermonthly and Interannual Teleconnections in the 700 mb Geopotential Height Field during the Northern Hemisphere Winter , 1984 .
[6] Weather‐type classification by factor analysis in the Thessaloniki area , 1984 .
[7] J. Rogers. The Association between the North Atlantic Oscillation and the Southern Oscillation in the Northern Hemisphere , 1984 .
[8] P. Maheras. A factorial analysis of Mediterranean precipitation , 1985 .
[9] A. Barnston,et al. Classification, seasonality and persistence of low-frequency atmospheric circulation patterns , 1987 .
[10] Ian T. Jolliffe,et al. PRINCIPAL COMPONENT ANALYSIS: A BEGINNER'S GUIDE — I. Introduction and application , 1990 .
[12] Ian T. Jolliffe,et al. Principal component analysis: A beginner's guide — II. Pitfalls, myths and extensions , 1993 .
[13] Teuvo Kohonen,et al. Self-Organizing Maps , 2010 .
[14] J. Hurrell. Decadal Trends in the North Atlantic Oscillation: Regional Temperatures and Precipitation , 1995, Science.
[15] F. Murtagh,et al. The Kohonen self-organizing map method: An assessment , 1995 .
[16] R. Reynolds,et al. The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.
[17] F. Molteni,et al. Patterns of low-frequency variability in a three-level quasi-geostrophic model , 1997 .
[18] P. Jones,et al. Extension to the North Atlantic oscillation using early instrumental pressure observations from Gibraltar and south‐west Iceland , 1997 .
[19] Tereza Cavazos. Large-scale circulation anomalies conducive to extreme precipitation events and derivation of daily rainfall in northeastern Mexico and southeastern Texas , 1999 .
[20] A. Genovés,et al. A classification of the atmospheric circulation patterns producing significant daily rainfall in the Spanish Mediterranean area , 1999 .
[21] J. Wallace,et al. Annular Modes in the Extratropical Circulation. Part I: Month-to-Month Variability* , 2000 .
[22] A. Robertson,et al. The influence of Atlantic sea surface temperature anomalies on the North Atlantic oscillation , 2000 .
[23] Melody Y. Kiang,et al. An Evaluation of Self-Organizing Map Networks as a Robust Alternative to Factor Analysis in Data Mining Applications , 2001, Inf. Syst. Res..
[24] M. Hoerling,et al. Tropical Origins for Recent North Atlantic Climate Change , 2001, Science.
[25] F. Molteni,et al. Wintertime variability of Mediterranean precipitation and its links with large-scale circulation anomalies , 2001 .
[26] B. Hewitson,et al. Self-organizing maps: applications to synoptic climatology , 2002 .
[27] M. Türkeş,et al. North Sea – Caspian Pattern (NCP) – an upper level atmospheric teleconnection affecting the eastern Mediterranean – implications on the regional climate , 2002 .
[28] H. Kutiel,et al. North Sea-Caspian Pattern (NCP) – an upper level atmospheric teleconnection affecting the Eastern Mediterranean: Identification and definition , 2002 .
[29] Anthony J. Richardson,et al. Using self-organizing maps to identify patterns in satellite imagery , 2003 .
[30] Francis W. Zwiers,et al. Detection of human influence on sea-level pressure , 2003, Nature.
[31] James W. Hurrell,et al. The North Atlantic Oscillation: Climate Significance and Environmental Impact , 2003 .
[32] J. Olsson,et al. Identification of typical synoptic patterns causing heavy rainfall in the rainy season in Japan by a Self-Organizing Map , 2007 .
[33] Zhaohua Wu,et al. The intensification and shift of the annual North Atlantic Oscillation in a global warming scenario simulation , 2004 .
[34] T. Osborn,et al. Simulating the winter North Atlantic Oscillation: the roles of internal variability and greenhouse gas forcing , 2004 .
[35] P. Alpert,et al. Decadal trends in the east Atlantic–west Russia pattern and Mediterranean precipitation , 2005 .
[36] C. Sordo,et al. Analysis and downscaling multi-model seasonal forecasts in Peru using self-organizing maps , 2005 .
[37] Richard B. Alley,et al. Relative Performance of Self-Organizing Maps and Principal Component Analysis in Pattern Extraction from Synthetic Climatological Data , 2005 .
[38] Multi‐model representation of the North Atlantic Oscillation in the 20th and 21st centuries , 2005 .
[39] L. Bengtsson,et al. The North Atlantic Oscillation and greenhouse‐gas forcing , 2005 .
[40] Sylvie Thiria,et al. Detecting decadal changes in ENSO using neural networks , 2006 .
[41] Christopher N. K. Mooers,et al. Performance evaluation of the self‐organizing map for feature extraction , 2006 .
[42] J. Cassano,et al. Changes in synoptic weather patterns in the polar regions in the twentieth and twenty‐first centuries, part 2: Antarctic , 2006 .
[43] M. Junge,et al. North Atlantic Oscillation response to transient greenhouse gas forcing and the impact on European winter climate: a CMIP2 multi-model assessment , 2006 .
[44] Michael Botzet,et al. Ocean Circulation and Tropical Variability in the Coupled Model ECHAM5/MPI-OM , 2006 .
[45] John J. Cassano,et al. Classification of synoptic patterns in the western Arctic associated with extreme events at Barrow, Alaska, USA , 2006 .
[46] P. Jones,et al. Comprehensive analysis of the climate variability in the eastern Mediterranean. Part I: map‐pattern classification , 2007 .
[47] W. Briggs. Statistical Methods in the Atmospheric Sciences , 2007 .
[48] Richard B. Alley,et al. North Atlantic climate variability from a self-organizing map perspective , 2007 .
[49] Ross D. Brown,et al. Snow cover variability in Bulgarian mountainous regions, 1931–2000 , 2007 .
[50] D. N. Asimakopoulos,et al. The eastern Mediterranean teleconnection pattern: identification and definition , 2007 .
[51] Lutgarde M. C. Buydens,et al. Self- and Super-organizing Maps in R: The kohonen Package , 2007 .
[52] Hisashi Nakamura,et al. Scandinavian pattern and its climatic impact , 2007 .
[53] U. Ulbrich,et al. Changes in storm track and cyclone activity in three SRES ensemble experiments with the ECHAM5/MPI-OM1 GCM , 2007 .
[54] E. Arsuaga Uriarte,et al. Topology Preservation in SOM , 2008 .
[55] Bruno Tremblay,et al. The Continuum of Northern Hemisphere Teleconnection Patterns and a Description of the NAO Shift with the Use of Self-Organizing Maps , 2008 .
[56] Sébastien Masson,et al. Tropical Indian Ocean variability revealed by self-organizing maps , 2008 .
[57] D. Wuebbles,et al. Assessing General Circulation Model Simulations of Atmospheric Teleconnection Patterns , 2009 .
[58] Nathaniel C. Johnson,et al. The Continuum of North Pacific Sea Level Pressure Patterns: Intraseasonal, Interannual, and Interdecadal Variability , 2009 .
[59] Martin Werner,et al. An analysis of present and future ECHAM5 pressure fields using a classification of circulation patterns , 2009 .
[60] Joel Finnis,et al. Synoptic Forcing of Precipitation over Greenland: Climatology for 1961–99 , 2009 .
[61] S. Michaelides,et al. Teleconnection patterns of the Siberian Anticyclone and precipitation over Cyprus , 2009 .
[62] J. Hurrell,et al. The summer North Atlantic Oscillation: past, present, and future. , 2009 .
[63] D. Sauchyn,et al. GCM projections for the Pacific Decadal Oscillation under greenhouse forcing for the early 21st century , 2010 .
[64] Susana Nieto,et al. Trends of precipitation over the Iberian Peninsula and the North Atlantic Oscillation under climate change conditions , 2010 .
[65] Silas Michaelides,et al. Association of geopotential height patterns with heavy rainfall events in Cyprus , 2010 .
[66] Scott C. Sheridan,et al. The self-organizing map in synoptic climatological research , 2011 .
[67] M. Brunetti,et al. The relevance of the North-Sea Caspian Pattern (NCP) in explaining temperature variability in Europe and the Mediterranean , 2011 .
[68] S. Vicente‐Serrano,et al. Trend and variability of surface air temperature in northeastern Spain (1920-2006): Linkage to atmospheric circulation , 2012 .
[69] D. Rosenfeld,et al. The Arctic Oscillation, climate change and the effects on precipitation in Israel , 2013 .
[70] Corinne Le Quéré,et al. Climate Change 2013: The Physical Science Basis , 2013 .