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References

  • Auer I et al. 2007. HISTALP—Historical instrumental climatological surface time series of the Greater Alpine Region. International Journal of Climatology 27: 1746.
  • Bishop CM. 1995. Neural Networks for Pattern Recognition. Oxford University Press: Oxford.
  • Ciccarelli N, von Hardenberg J, Provenzale A, Ronchi C, Vargiu A, Pelosini R. 2008. Climate variability in northwestern Italy during the second half of the 20th century. Global and Planetary Change 63: 185195.
  • Corti S, Molteni F, Palmer TN. 1999. Signature of recent climate change in frequencies of natural atmospheric circulation regimes. Nature 398: 799802.
  • Efthymiadis D, Jones PD, Briffa KR, Böhm R, Maugeri M. 2007. Influence of large-scale atmospheric circulation on climate variability in the Greater Alpine Region of Europe. Journal of Geophysical Research 112: D12104, DOI: 10.1029/2006JD008021.
  • Hansen J, Sato M, Ruedy R, Kharecha P, Lacis A, Miller R, Nazarenko L, Lo K, Schmidt GA, Russell G, Aleinov I, Bauer S, Baum E, Cairns B, Canuto V, Chandler M, Cheng Y, Cohen A, Del Genio A, Faluvegi G, Fleming E, Friend A, Hall T, Jackman C, Jonas J, Kelley M, Kiang NY, Koch D, Labow G, Lerner J, Menon S, Novakov T, Oinas V, Ja P, Perlwitz J, Rind D, Romanou A, Schmunk R, Shindell D, Stone P, Sun S, Streets D, Tausnev N, Thresher D, Unger N, Yao M, Zhang S. 2007. Climate simulations for 1880–2003 with GISS modelE. Climate Dynamics 29: 661696.
  • Haupt SE, Pasini A, Marzban C (eds). 2009. Artificial Intelligence Methods in the Environmental Sciences. Springer: New York, NY.
  • Hertz J, Krogh A, Palmer RG. 1991. Introduction to the Theory of Neural Computation. Addison-Wesley: New York, NY.
  • Hsieh WW. 2009. Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels. Cambridge University Press: Cambridge.
  • Krasnopolsky VM. 2007. Neural network emulations for complex multidimensional geophysical mappings: Applications of neural network techniques to atmospheric and oceanic satellite retrievals and numerical modeling. Reviews of Geophysics 45: RG3009, DOI: 10.1029/2006RG000200.
  • Lean JL, Rind DH. 2008. How natural and anthropogenic influences alter global and regional surface temperatures: 1889 to 2006. Geophysical Research Letters 35: L18701, DOI: 10.1029/2008GL034864.
  • Pasini A. 2008. External forcings and predictability in Lorenz model: an analysis via neural network modelling. Nuovo Cimento C 31: 357370.
  • Pasini A, Potestà S. 1995. Short-range visibility forecast by means of neural-network modelling: a case study. Nuovo Cimento C 18: 505516.
  • Pasini A, Ameli F. 2003. Radon short range forecasting through time series preprocessing and neural network modeling. Geophysical Research Letters 30: 1386, DOI: 10.1029/2002GL016726.
  • Pasini A, Langone R. 2010. Attribution of precipitation changes on a regional scale by neural network modeling: a case study. Water 2: 321332.
  • Pasini A, Langone R. 2012. Influence of circulation patterns on temperature behavior at the regional scale: a case study investigated via neural network modeling. Journal of Climate 25: 21232128.
  • Pasini A, Pelino V, Potestà S. 2001. A neural network model for visibility nowcasting from surface observations: Results and sensitivity to physical input variables. Journal of Geophysical Research 106: 1495114959.
  • Pasini A, Perrino C, Žujić A. 2003. Non-linear atmospheric stability indices by neural-network modelling. Nuovo Cimento C 26: 633638.
  • Pasini A, Lorè M, Ameli F. 2006. Neural network modelling for the analysis of forcings/temperatures relationships at different scales in the climate system. Ecological Modelling 191: 5867.
  • Pasini A, Langone R, Maimone F, Pelino V. 2010. Energy-based predictions in Lorenz system by a unified formalism and neural network modelling. Nonlinear Processes in Geophysics 17: 809815.
  • Pasini A, Szpunar G, Amori G, Langone R, Cristaldi M. 2009. Assessing climatic influences on rodent density: A neural network modelling approach and a case study in central Italy. Asia-Pacific Journal of Atmospheric Sciences 45: 319330.
  • Ramaswamy V, Boucher O, Haigh J, Hauglustaine D, Haywood J, Myhre G, Nakajima T, Shi GY, Solomon S. 2001. Radiative forcing of climate change. In Climate Change 2001: The Scientific Basis, Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ (eds).
  • Sato M, Hansen JE, McCormick MP, Pollack J. 1993. Stratospheric aerosol optical depths (1850–1990). Journal of Geophysical Research 98: 22,98722,994.
  • Stern DI. 2005. Global sulfur emissions from 1850 to 2000. Chemosphere 58: 163175.
  • Stoner AMK, Hayohe K, Wuebbles DJ. 2009. Assessing general circulation model simulations of atmospheric teleconnection patterns. Journal of Climate 22: 43484372.
  • Tibaldi S, Molteni F. 1990. On the operational predictability of blocking. Tellus A 42: 343365.
  • Tibaldi S, Tosi E, Navarra A, Pedulli L. 1994. Northern and Southern Hemisphere seasonal variability of blocking frequency and predictability. Monthly Weather Review 122: 19712003.
  • Wang Y-M, Lean JL, Sheeley NR Jr. 2005. Modeling the Sun's magnetic field and irradiance since 1713. Astrophysical Journal 625: 522538.