CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables
Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work...
Ausführliche Beschreibung
Autor*in: |
Mendes, Susana [verfasserIn] |
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Artikel |
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Sprache: |
Englisch |
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2017 |
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Rechteinformationen: |
Nutzungsrecht: © 2016 Informa UK Limited, trading as Taylor & Francis Group 2016 |
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Schlagwörter: |
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Übergeordnetes Werk: |
Enthalten in: Journal of applied statistics - Abingdon [u.a.] : Taylor & Francis, 1984, 44(2017), 15, Seite 2729-27 |
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Übergeordnetes Werk: |
volume:44 ; year:2017 ; number:15 ; pages:2729-27 |
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DOI / URN: |
10.1080/02664763.2016.1261815 |
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OLC199692060X |
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520 | |a Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. | ||
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10.1080/02664763.2016.1261815 doi PQ20171228 (DE-627)OLC199692060X (DE-599)GBVOLC199692060X (PRQ)c1957-3b83f4ce205ff1ef1c16dcea40591f1f3a82e457bdf38968f41c5b36c1323fef0 (KEY)0020036020170000044001502729cotuckeranewmethodforthesimultaneousanalysisofaseq DE-627 ger DE-627 rakwb eng 510 DNB Mendes, Susana verfasserin aut CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables 2017 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. Nutzungsrecht: © 2016 Informa UK Limited, trading as Taylor & Francis Group 2016 STATICO multi-way matrices CO-TUCKER Tucker3 Core matrix joint biplot Ecology Estuarine environments Community relations Estuaries Fernández-Gómez, M. José oth Marques, Sónia Cotrim oth Pardal, Miguel Ângelo oth Azeiteiro, Ulisses Miranda oth Galindo-Villardón, M. Purificación oth Enthalten in Journal of applied statistics Abingdon [u.a.] : Taylor & Francis, 1984 44(2017), 15, Seite 2729-27 (DE-627)130678848 (DE-600)882603-1 (DE-576)016221605 0266-4763 nnns volume:44 year:2017 number:15 pages:2729-27 http://dx.doi.org/10.1080/02664763.2016.1261815 Volltext http://www.tandfonline.com/doi/abs/10.1080/02664763.2016.1261815 https://search.proquest.com/docview/1945079842 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT GBV_ILN_70 AR 44 2017 15 2729-27 |
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10.1080/02664763.2016.1261815 doi PQ20171228 (DE-627)OLC199692060X (DE-599)GBVOLC199692060X (PRQ)c1957-3b83f4ce205ff1ef1c16dcea40591f1f3a82e457bdf38968f41c5b36c1323fef0 (KEY)0020036020170000044001502729cotuckeranewmethodforthesimultaneousanalysisofaseq DE-627 ger DE-627 rakwb eng 510 DNB Mendes, Susana verfasserin aut CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables 2017 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. Nutzungsrecht: © 2016 Informa UK Limited, trading as Taylor & Francis Group 2016 STATICO multi-way matrices CO-TUCKER Tucker3 Core matrix joint biplot Ecology Estuarine environments Community relations Estuaries Fernández-Gómez, M. José oth Marques, Sónia Cotrim oth Pardal, Miguel Ângelo oth Azeiteiro, Ulisses Miranda oth Galindo-Villardón, M. Purificación oth Enthalten in Journal of applied statistics Abingdon [u.a.] : Taylor & Francis, 1984 44(2017), 15, Seite 2729-27 (DE-627)130678848 (DE-600)882603-1 (DE-576)016221605 0266-4763 nnns volume:44 year:2017 number:15 pages:2729-27 http://dx.doi.org/10.1080/02664763.2016.1261815 Volltext http://www.tandfonline.com/doi/abs/10.1080/02664763.2016.1261815 https://search.proquest.com/docview/1945079842 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT GBV_ILN_70 AR 44 2017 15 2729-27 |
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10.1080/02664763.2016.1261815 doi PQ20171228 (DE-627)OLC199692060X (DE-599)GBVOLC199692060X (PRQ)c1957-3b83f4ce205ff1ef1c16dcea40591f1f3a82e457bdf38968f41c5b36c1323fef0 (KEY)0020036020170000044001502729cotuckeranewmethodforthesimultaneousanalysisofaseq DE-627 ger DE-627 rakwb eng 510 DNB Mendes, Susana verfasserin aut CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables 2017 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. Nutzungsrecht: © 2016 Informa UK Limited, trading as Taylor & Francis Group 2016 STATICO multi-way matrices CO-TUCKER Tucker3 Core matrix joint biplot Ecology Estuarine environments Community relations Estuaries Fernández-Gómez, M. José oth Marques, Sónia Cotrim oth Pardal, Miguel Ângelo oth Azeiteiro, Ulisses Miranda oth Galindo-Villardón, M. Purificación oth Enthalten in Journal of applied statistics Abingdon [u.a.] : Taylor & Francis, 1984 44(2017), 15, Seite 2729-27 (DE-627)130678848 (DE-600)882603-1 (DE-576)016221605 0266-4763 nnns volume:44 year:2017 number:15 pages:2729-27 http://dx.doi.org/10.1080/02664763.2016.1261815 Volltext http://www.tandfonline.com/doi/abs/10.1080/02664763.2016.1261815 https://search.proquest.com/docview/1945079842 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT GBV_ILN_70 AR 44 2017 15 2729-27 |
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10.1080/02664763.2016.1261815 doi PQ20171228 (DE-627)OLC199692060X (DE-599)GBVOLC199692060X (PRQ)c1957-3b83f4ce205ff1ef1c16dcea40591f1f3a82e457bdf38968f41c5b36c1323fef0 (KEY)0020036020170000044001502729cotuckeranewmethodforthesimultaneousanalysisofaseq DE-627 ger DE-627 rakwb eng 510 DNB Mendes, Susana verfasserin aut CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables 2017 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. Nutzungsrecht: © 2016 Informa UK Limited, trading as Taylor & Francis Group 2016 STATICO multi-way matrices CO-TUCKER Tucker3 Core matrix joint biplot Ecology Estuarine environments Community relations Estuaries Fernández-Gómez, M. José oth Marques, Sónia Cotrim oth Pardal, Miguel Ângelo oth Azeiteiro, Ulisses Miranda oth Galindo-Villardón, M. Purificación oth Enthalten in Journal of applied statistics Abingdon [u.a.] : Taylor & Francis, 1984 44(2017), 15, Seite 2729-27 (DE-627)130678848 (DE-600)882603-1 (DE-576)016221605 0266-4763 nnns volume:44 year:2017 number:15 pages:2729-27 http://dx.doi.org/10.1080/02664763.2016.1261815 Volltext http://www.tandfonline.com/doi/abs/10.1080/02664763.2016.1261815 https://search.proquest.com/docview/1945079842 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT GBV_ILN_70 AR 44 2017 15 2729-27 |
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10.1080/02664763.2016.1261815 doi PQ20171228 (DE-627)OLC199692060X (DE-599)GBVOLC199692060X (PRQ)c1957-3b83f4ce205ff1ef1c16dcea40591f1f3a82e457bdf38968f41c5b36c1323fef0 (KEY)0020036020170000044001502729cotuckeranewmethodforthesimultaneousanalysisofaseq DE-627 ger DE-627 rakwb eng 510 DNB Mendes, Susana verfasserin aut CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables 2017 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. Nutzungsrecht: © 2016 Informa UK Limited, trading as Taylor & Francis Group 2016 STATICO multi-way matrices CO-TUCKER Tucker3 Core matrix joint biplot Ecology Estuarine environments Community relations Estuaries Fernández-Gómez, M. José oth Marques, Sónia Cotrim oth Pardal, Miguel Ângelo oth Azeiteiro, Ulisses Miranda oth Galindo-Villardón, M. Purificación oth Enthalten in Journal of applied statistics Abingdon [u.a.] : Taylor & Francis, 1984 44(2017), 15, Seite 2729-27 (DE-627)130678848 (DE-600)882603-1 (DE-576)016221605 0266-4763 nnns volume:44 year:2017 number:15 pages:2729-27 http://dx.doi.org/10.1080/02664763.2016.1261815 Volltext http://www.tandfonline.com/doi/abs/10.1080/02664763.2016.1261815 https://search.proquest.com/docview/1945079842 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT GBV_ILN_70 AR 44 2017 15 2729-27 |
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CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables |
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CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables |
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co-tucker: a new method for the simultaneous analysis of a sequence of paired tables |
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CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables |
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Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. |
abstractGer |
Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. |
abstract_unstemmed |
Relationships between species and their environment are a key component to understand ecological communities. Usually, this kind of data are repeated over time or space for communities and their environment, which leads to a sequence of pairs of ecological tables, i.e. multi-way matrices. This work proposes a new method which is a combined approach of STATICO and Tucker3 techniques and deals to the problem of describing not only the stable part of the dynamics of structure-function relationships between communities and their environment (in different locations and/or at different times), but also the interactions and changes associated with the ecosystems' dynamics. At the same time, emphasis is given to the comparison with the STATICO method on the same (real) data set, where advantages and drawbacks are explored and discussed. Thus, this study produces a general methodological framework and develops a new technique to facilitate the use of these practices by researchers. Furthermore, from this first approach with estuarine environmental data one of the major advantages of modeling ecological data sets with the CO-TUCKER model is the gain in interpretability. |
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CO-tucker: a new method for the simultaneous analysis of a sequence of paired tables |
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http://dx.doi.org/10.1080/02664763.2016.1261815 http://www.tandfonline.com/doi/abs/10.1080/02664763.2016.1261815 https://search.proquest.com/docview/1945079842 |
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Fernández-Gómez, M. José Marques, Sónia Cotrim Pardal, Miguel Ângelo Azeiteiro, Ulisses Miranda Galindo-Villardón, M. Purificación |
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Fernández-Gómez, M. José Marques, Sónia Cotrim Pardal, Miguel Ângelo Azeiteiro, Ulisses Miranda Galindo-Villardón, M. Purificación |
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