Influence of forcings and circulation patterns on mean temperatures at different scales: an analysis by neural network modeling (Contributo in atti di convegno)

Type

• Contributo in atti di convegno (Classe)
• Prodotto della ricerca (Classe)

Label

• Influence of forcings and circulation patterns on mean temperatures at different scales: an analysis by neural network modeling (Contributo in atti di convegno) (literal)

Anno

• 2004-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1109/CIMSA.2004.1397229 (literal)

Alternative label

• Pasini A.; (a) Lorè M. (a); Ameli F. (b) (2004)
  Influence of forcings and circulation patterns on mean temperatures at different scales: an analysis by neural network modeling
  in CIMSA 2004 - IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Boston, MA, USA, 14-16 July 2004
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Pasini A.; (a) Lorè M. (a); Ameli F. (b) (literal)

Pagina inizio

• 51 (literal)

Pagina fine

• 56 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume

• Proceedings of the CIMSA - 2004 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 6 (literal)

Note

• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• a) CNR - Institute of Atmospheric Pollution, Via Salaria Km. 29.300, I-00016 Monterotondo Stazione (Rome), Italy; b) INFN - National Institute of Nuclear Physics; P.le Aldo Moro 2, I-00185 Rome, Italy; (literal)

Titolo

• Influence of forcings and circulation patterns on mean temperatures at different scales: an analysis by neural network modeling (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn

• 0-7803-8341-9 (literal)

Abstract

• We present an analysis of the influence of various forcings and circulation patterns on annual and seasonal temperatures observed in the past, both at global and regional scales. In this framework, multilayer perceptrons show their ability to fully catch nonlinear relationships among these variables and allow us to \"weight\" the magnitude of different causes on the temperature behavior. In particular, our results show the necessity of including anthropogenic inputs for explaining the temperature behavior at global scale. Furthermore, we can assess the relative influences of global forcings and regional circulation patterns in determining regional temperature trends. Therefore, this activity can be very useful in order to identify the fundamental elements for a successful downscaling of Atmosphere-Ocean General Circulation Models, even on future scenarios. (literal)

Editore

• IEEE, Institute of electrical and electronics engineers (Editore)

Prodotto di

• Institute of Atmospheric pollution Research (IIA) (Istituto)
• Modelli a rete neurale per lo studio dei cambiamenti climatici (TA.P02.012.001) (Modulo)

Autore CNR

• ANTONELLO PASINI (Persona)

Insieme di parole chiave

• Parole chiave di "Influence of forcings and circulation patterns on mean temperatures at different scales: an analysis by neural network modeling" (Insieme di parole chiave)

Incoming links:

Prodotto

• Institute of Atmospheric pollution Research (IIA) (Istituto)
• Modelli a rete neurale per lo studio dei cambiamenti climatici (TA.P02.012.001) (Modulo)

Autore CNR di

• ANTONELLO PASINI (Persona)

Editore di

• IEEE, Institute of electrical and electronics engineers (Editore)

Insieme di parole chiave di

• Parole chiave di "Influence of forcings and circulation patterns on mean temperatures at different scales: an analysis by neural network modeling" (Insieme di parole chiave)