Assessing causal dependencies in climatic indices
Resumen:
We evaluate causal dependencies between thirteen indices that represent large-scale climate patterns (El Nino/Southern Oscillation, the North Atlantic Oscillation, the Pacific Decadal Oscillation, etc.) using a recently proposed approach based on a linear approximation of the transfer entropy. We demonstrate that this methodology identifies causal relations that are well-known, as well as it uncovers some relations which, to the best of our knowledge, have not yet been reported in the literature. We also identify significant changes in causal dependencies that have occurred in the last three decades.
| 2023 | |
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ENSO North Atlantic Oscillation Pacifc Decadal Oscillation Causality Transfer entropy |
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| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/42239 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución (CC - By 4.0) |
| _version_ | 1807522805620670464 |
|---|---|
| author | Silini, Riccardo |
| author2 | Tirabassi, Giulio Barreiro, Marcelo Ferranti, Laura Masoller, Cristina |
| author2_role | author author author author |
| author_facet | Silini, Riccardo Tirabassi, Giulio Barreiro, Marcelo Ferranti, Laura Masoller, Cristina |
| author_role | author |
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| collection | COLIBRI |
| dc.contributor.filiacion.none.fl_str_mv | Silini Riccardo Tirabassi Giulio Barreiro Marcelo, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Física. Ferranti Laura Masoller Cristina |
| dc.creator.none.fl_str_mv | Silini, Riccardo Tirabassi, Giulio Barreiro, Marcelo Ferranti, Laura Masoller, Cristina |
| dc.date.accessioned.none.fl_str_mv | 2024-01-24T17:33:52Z |
| dc.date.available.none.fl_str_mv | 2024-01-24T17:33:52Z |
| dc.date.issued.none.fl_str_mv | 2023 |
| dc.description.abstract.none.fl_txt_mv | We evaluate causal dependencies between thirteen indices that represent large-scale climate patterns (El Nino/Southern Oscillation, the North Atlantic Oscillation, the Pacific Decadal Oscillation, etc.) using a recently proposed approach based on a linear approximation of the transfer entropy. We demonstrate that this methodology identifies causal relations that are well-known, as well as it uncovers some relations which, to the best of our knowledge, have not yet been reported in the literature. We also identify significant changes in causal dependencies that have occurred in the last three decades. |
| dc.description.es.fl_txt_mv | Dataset del estudio disponible en: https://psl.noaa.gov/data/climateindices/list/ y en https://www.tropmet.res.in/ |
| dc.format.extent.es.fl_str_mv | 11 h. |
| dc.format.mimetype.es.fl_str_mv | application/pdf |
| dc.identifier.citation.es.fl_str_mv | Silini, R, Tirabassi, G, Barreiro, M., y otros. "Assessing causal dependencies in climatic indices". Climate Dynamics. [en línea] 2023, 61(1-2): 79-89.11 h. DOI 10.1007/s00382-022-06562-0. |
| dc.identifier.doi.none.fl_str_mv | 10.1007/s00382-022-06562-0 |
| dc.identifier.issn.none.fl_str_mv | 1432-0894 |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/42239 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.publisher.es.fl_str_mv | Springer Nature |
| dc.relation.ispartof.es.fl_str_mv | Climate Dynamics, 2023, 61(1-2): 79-89. |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución (CC - By 4.0) |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.es.fl_str_mv | ENSO North Atlantic Oscillation Pacifc Decadal Oscillation Causality Transfer entropy |
| dc.title.none.fl_str_mv | Assessing causal dependencies in climatic indices |
| dc.type.es.fl_str_mv | Artículo |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
| description | Dataset del estudio disponible en: https://psl.noaa.gov/data/climateindices/list/ y en https://www.tropmet.res.in/ |
| eu_rights_str_mv | openAccess |
| format | article |
| id | COLIBRI_7c56f557496feb227ee6151c71dee799 |
| identifier_str_mv | Silini, R, Tirabassi, G, Barreiro, M., y otros. "Assessing causal dependencies in climatic indices". Climate Dynamics. [en línea] 2023, 61(1-2): 79-89.11 h. DOI 10.1007/s00382-022-06562-0. 1432-0894 10.1007/s00382-022-06562-0 |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | COLIBRI |
| network_name_str | COLIBRI |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/42239 |
| publishDate | 2023 |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | mabel.seroubian@seciu.edu.uy |
| repository.name.fl_str_mv | COLIBRI - Universidad de la República |
| repository_id_str | 4771 |
| rights_invalid_str_mv | Licencia Creative Commons Atribución (CC - By 4.0) |
| spelling | Silini RiccardoTirabassi GiulioBarreiro Marcelo, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Física.Ferranti LauraMasoller Cristina2024-01-24T17:33:52Z2024-01-24T17:33:52Z2023Silini, R, Tirabassi, G, Barreiro, M., y otros. "Assessing causal dependencies in climatic indices". Climate Dynamics. [en línea] 2023, 61(1-2): 79-89.11 h. DOI 10.1007/s00382-022-06562-0.1432-0894https://hdl.handle.net/20.500.12008/4223910.1007/s00382-022-06562-0Dataset del estudio disponible en: https://psl.noaa.gov/data/climateindices/list/ y en https://www.tropmet.res.in/We evaluate causal dependencies between thirteen indices that represent large-scale climate patterns (El Nino/Southern Oscillation, the North Atlantic Oscillation, the Pacific Decadal Oscillation, etc.) using a recently proposed approach based on a linear approximation of the transfer entropy. We demonstrate that this methodology identifies causal relations that are well-known, as well as it uncovers some relations which, to the best of our knowledge, have not yet been reported in the literature. We also identify significant changes in causal dependencies that have occurred in the last three decades.Submitted by Pintos Natalia (nataliapintosmvd@gmail.com) on 2024-01-24T15:07:23Z No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) 10.1007s00382-022-06562-0 .pdf: 2261850 bytes, checksum: e3ca548b8fbafea689f5d03e732e4e89 (MD5)Approved for entry into archive by Faget Cecilia (lfaget@fcien.edu.uy) on 2024-01-24T17:18:24Z (GMT) No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) 10.1007s00382-022-06562-0 .pdf: 2261850 bytes, checksum: e3ca548b8fbafea689f5d03e732e4e89 (MD5)Made available in DSpace by Seroubian Mabel (mabel.seroubian@seciu.edu.uy) on 2024-01-24T17:33:52Z (GMT). No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) 10.1007s00382-022-06562-0 .pdf: 2261850 bytes, checksum: e3ca548b8fbafea689f5d03e732e4e89 (MD5) Previous issue date: 202311 h.application/pdfenengSpringer NatureClimate Dynamics, 2023, 61(1-2): 79-89.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC - By 4.0)ENSONorth Atlantic OscillationPacifc Decadal OscillationCausalityTransfer entropyAssessing causal dependencies in climatic indicesArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaSilini, RiccardoTirabassi, GiulioBarreiro, MarceloFerranti, LauraMasoller, CristinaLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/42239/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-844http://localhost:8080/xmlui/bitstream/20.500.12008/42239/2/license_urla0ebbeafb9d2ec7cbb19d7137ebc392cMD52license_textlicense_texttext/html; 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- Universidad de la Repúblicafalse |
| spellingShingle | Assessing causal dependencies in climatic indices Silini, Riccardo ENSO North Atlantic Oscillation Pacifc Decadal Oscillation Causality Transfer entropy |
| status_str | publishedVersion |
| title | Assessing causal dependencies in climatic indices |
| title_full | Assessing causal dependencies in climatic indices |
| title_fullStr | Assessing causal dependencies in climatic indices |
| title_full_unstemmed | Assessing causal dependencies in climatic indices |
| title_short | Assessing causal dependencies in climatic indices |
| title_sort | Assessing causal dependencies in climatic indices |
| topic | ENSO North Atlantic Oscillation Pacifc Decadal Oscillation Causality Transfer entropy |
| url | https://hdl.handle.net/20.500.12008/42239 |
