| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21d.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34T/45STKB8 | |||
| Repository | sid.inpe.br/mtc-m21d/2021/12.01.18.10 (restricted access) | |||
| Last Update | 2021:12.01.18.10.52 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21d/2021/12.01.18.10.52 | |||
| Metadata Last Update | 2022:04.03.23.14.06 (UTC) administrator | |||
| DOI | 10.1140/epjs/s11734-021-00274-y | |||
| ISSN | 1951-6355 1951-6401 | |||
| Citation Key | FerreiraFerrMacaDonn:2021:EfTiSe | |||
| Title | The effect of time series distance functions on functional climate networks  | |||
| Year | 2021 | |||
| Month | Oct. | |||
| Access Date | 2024, May 19 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 5307 KiB | |||
| 2. Context | ||||
| Author | 1 Ferreira, Leonardo Nascimento 2 Ferreira, Nicole Costa Resende 3 Macau, Elbert Einstein Nehrer 4 Donner, Reik V. | |||
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JGUT | |||
| Group | 1 CAP-COMP-DIPGR-INPE-MCTI-GOV-BR 2 MET-MET-DIPGR-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Universidade Federal de São Paulo (UNIFESP) 4 Magdeburg-Stendal University of Applied Sciences | |||
| Author e-Mail Address | 1 ferreira@leonardonascimento.com 2 3 elbert.macau@unifesp.br | |||
| Journal | European Physical Journal: Special Topics | |||
| Volume | 230 | |||
| Number | 14/15 | |||
| Pages | 2973-2998 | |||
| Secondary Mark | A2_ENGENHARIAS_III A2_CIÊNCIAS_AGRÁRIAS_I B1_MEDICINA_I B1_INTERDISCIPLINAR B1_ENGENHARIAS_IV B1_ENGENHARIAS_I B2_QUÍMICA B2_ENGENHARIAS_II B5_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA B5_ASTRONOMIA_/_FÍSICA C_CIÊNCIAS_BIOLÓGICAS_I C_CIÊNCIA_DE_ALIMENTOS C_BIODIVERSIDADE | |||
| History (UTC) | 2021-12-01 18:10:52 :: simone -> administrator :: 2021-12-01 18:10:54 :: administrator -> simone :: 2021 2021-12-01 18:11:53 :: simone -> administrator :: 2021 2022-04-03 23:14:06 :: administrator -> simone :: 2021 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Abstract | Complex network theory provides an important tool for the analysis of complex systems such as the Earth's climate. In this context, functional climate networks can be constructed using a spatiotemporal climate dataset and a suitable time series distance function. The resulting coarse-grained view on climate variability consists of representing distinct areas on the globe (i.e., grid cells) by nodes and connecting pairs of nodes that present similar time series. One fundamental concern when constructing such a functional climate network is the definition of a metric that captures the mutual similarity between time series. Here we study systematically the effect of 29 time series distance functions on functional climate network construction based on global temperature data. We observe that the distance functions previously used in the literature commonly generate very similar networks while alternative ones result in rather distinct network structures and reveal different long-distance connection patterns. These patterns are highly important for the study of climate dynamics since they generally represent pathways for the long-distance transportation of energy and can be used to forecast climate variability on subseasonal to interannual or even decadal scales. Therefore, we propose the measures studied here as alternatives for the analysis of climate variability and to further exploit their complementary capability of capturing different aspects of the underlying dynamics that may help gaining a more holistic empirical understanding of the global climate system. | |||
| Area | COMP | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > The effect of... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > MET > The effect of... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > The effect of... | |||
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > The effect of... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | Ferreira2021_Article_TheEffectOfTimeSeriesDistanceF.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | denypublisher denyfinaldraft12 | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPCW/3F35TRS 8JMKD3MGPCW/46KUATE 8JMKD3MGPCW/46KUES5 | |||
| Citing Item List | sid.inpe.br/bibdigital/2022/04.03.23.11 5 sid.inpe.br/bibdigital/2013/10.15.01.34 4 sid.inpe.br/bibdigital/2022/04.03.22.23 1 | |||
| Dissemination | WEBSCI; PORTALCAPES. | |||
| Host Collection | urlib.net/www/2021/06.04.03.40 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn keywords label lineage mark mirrorrepository nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||