Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data

We analyze a data set made of 6385 functional data derived from laminated sediment cores extracted from lake Kassjo ̈n and aim at estimating the evolution of seasonal climate in Northern Sweden in the last six thousand years. A new method of analysis is proposed which is able to jointly deal with th...

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Main Authors: Abramowicz, Konrad, Arnqvist, Per, Luna, Sara Sjo ̈stedt de, SECCHI, PIERCESARE, VANTINI, SIMONE, VITELLI, VALERIA
Other Authors: E.G. Bongiorno, E. Salinelli, A. Goia, P. Vieu, Secchi, Piercesare, Vantini, Simone, Vitelli, Valeria
Format: Book Part
Language:English
Published: Esculapio 2014
Subjects:
Northern Sweden
Online Access:http://hdl.handle.net/11311/1022744
id ftpolimilanoiris:oai:re.public.polimi.it:11311/1022744
record_format openpolar
spelling ftpolimilanoiris:oai:re.public.polimi.it:11311/1022744 2024-01-07T09:45:32+01:00 Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data Abramowicz, Konrad Arnqvist, Per Luna, Sara Sjo ̈stedt de SECCHI, PIERCESARE VANTINI, SIMONE VITELLI, VALERIA E.G. Bongiorno, E. Salinelli, A. Goia, P. Vieu Abramowicz, Konrad Arnqvist, Per Luna, Sara Sjo ̈stedt de Secchi, Piercesare Vantini, Simone Vitelli, Valeria 2014 STAMPA http://hdl.handle.net/11311/1022744 eng eng Esculapio country:ITA info:eu-repo/semantics/altIdentifier/isbn/9788874887637 ispartofbook:Contributions in infinite-dimensional statistics and related topics firstpage:7 lastpage:12 numberofpages:6 alleditors:E.G. Bongiorno, E. Salinelli, A. Goia, P. Vieu http://hdl.handle.net/11311/1022744 info:eu-repo/semantics/closedAccess info:eu-repo/semantics/bookPart 2014 ftpolimilanoiris 2023-12-13T17:52:26Z We analyze a data set made of 6385 functional data derived from laminated sediment cores extracted from lake Kassjo ̈n and aim at estimating the evolution of seasonal climate in Northern Sweden in the last six thousand years. A new method of analysis is proposed which is able to jointly deal with the temporal dependence, the misalignment, and the presence of clusters that characterize these data. Book Part Northern Sweden RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano
institution Open Polar
collection RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano
op_collection_id ftpolimilanoiris
language English
description We analyze a data set made of 6385 functional data derived from laminated sediment cores extracted from lake Kassjo ̈n and aim at estimating the evolution of seasonal climate in Northern Sweden in the last six thousand years. A new method of analysis is proposed which is able to jointly deal with the temporal dependence, the misalignment, and the presence of clusters that characterize these data.
author2 E.G. Bongiorno, E. Salinelli, A. Goia, P. Vieu
Abramowicz, Konrad
Arnqvist, Per
Luna, Sara Sjo ̈stedt de
Secchi, Piercesare
Vantini, Simone
Vitelli, Valeria
format Book Part
author Abramowicz, Konrad
Arnqvist, Per
Luna, Sara Sjo ̈stedt de
SECCHI, PIERCESARE
VANTINI, SIMONE
VITELLI, VALERIA
spellingShingle Abramowicz, Konrad
Arnqvist, Per
Luna, Sara Sjo ̈stedt de
SECCHI, PIERCESARE
VANTINI, SIMONE
VITELLI, VALERIA
Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data
author_facet Abramowicz, Konrad
Arnqvist, Per
Luna, Sara Sjo ̈stedt de
SECCHI, PIERCESARE
VANTINI, SIMONE
VITELLI, VALERIA
author_sort Abramowicz, Konrad
title Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data
title_short Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data
title_full Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data
title_fullStr Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data
title_full_unstemmed Was it snowing on lake Kassjon in January 4486 BC? Functional data analysis of sediment data
title_sort was it snowing on lake kassjon in january 4486 bc? functional data analysis of sediment data
publisher Esculapio
publishDate 2014
url http://hdl.handle.net/11311/1022744
genre Northern Sweden
genre_facet Northern Sweden
op_relation info:eu-repo/semantics/altIdentifier/isbn/9788874887637
ispartofbook:Contributions in infinite-dimensional statistics and related topics
firstpage:7
lastpage:12
numberofpages:6
alleditors:E.G. Bongiorno, E. Salinelli, A. Goia, P. Vieu
http://hdl.handle.net/11311/1022744
op_rights info:eu-repo/semantics/closedAccess
_version_ 1787427084647268352

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