Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO

The study of biotic and abiotic factors and their interrelationships is essential in the preservation of sustainable marine ecosystems and for understanding the impact that climate change can have on different species. For instance, phytoplankton are extremely vulnerable to environmental changes and...

Full description

Bibliographic Details
Published in:Sustainability
Main Authors: Mariela González-Narváez, María José Fernández-Gómez, Susana Mendes, José-Luis Molina, Omar Ruiz-Barzola, Purificación Galindo-Villardón
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2021
Subjects:
Online Access:https://doi.org/10.3390/su13115924
https://doaj.org/article/9e721db9fa5c467c9ac0500c0eb52a26
id ftdoajarticles:oai:doaj.org/article:9e721db9fa5c467c9ac0500c0eb52a26
record_format openpolar
spelling ftdoajarticles:oai:doaj.org/article:9e721db9fa5c467c9ac0500c0eb52a26 2023-05-15T13:58:47+02:00 Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO Mariela González-Narváez María José Fernández-Gómez Susana Mendes José-Luis Molina Omar Ruiz-Barzola Purificación Galindo-Villardón 2021-05-01T00:00:00Z https://doi.org/10.3390/su13115924 https://doaj.org/article/9e721db9fa5c467c9ac0500c0eb52a26 EN eng MDPI AG https://www.mdpi.com/2071-1050/13/11/5924 https://doaj.org/toc/2071-1050 doi:10.3390/su13115924 2071-1050 https://doaj.org/article/9e721db9fa5c467c9ac0500c0eb52a26 Sustainability, Vol 13, Iss 5924, p 5924 (2021) MixSTATICO mixed data multi-way species–environment sustainability Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 article 2021 ftdoajarticles https://doi.org/10.3390/su13115924 2022-12-30T20:19:58Z The study of biotic and abiotic factors and their interrelationships is essential in the preservation of sustainable marine ecosystems and for understanding the impact that climate change can have on different species. For instance, phytoplankton are extremely vulnerable to environmental changes and thus studying the factors involved is important for the species’ conservation. This work examines the relationship between phytoplankton and environmental parameters of the eastern equatorial Pacific, known as one of the most biologically rich regions in the world. For this purpose, a new multivariate method called MixSTATICO has been developed, allowing mixed-type data structured in two different groups (environment and species) to be related and measured on a space–time scale. The results obtained show how seasons have an impact on species–environment relations, with the most significant association occurring in November and the weakest during the month of May (change of season). The species Lauderia borealis , Chaetoceros didymus and Gyrodinium sp. were not observed in the coastal profiles during the dry season at most stations, while during the rainy season, the species Dactyliosolen antarcticus , Proboscia alata and Skeletonema costatum were not detected. Using MixSTATICO, species vulnerable to specific geographical locations and environmental variations were identified, making it possible to establish biological indicators for this region. Article in Journal/Newspaper Antarc* antarcticus Directory of Open Access Journals: DOAJ Articles Pacific Sustainability 13 11 5924
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic MixSTATICO
mixed data
multi-way
species–environment
sustainability
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
spellingShingle MixSTATICO
mixed data
multi-way
species–environment
sustainability
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
Mariela González-Narváez
María José Fernández-Gómez
Susana Mendes
José-Luis Molina
Omar Ruiz-Barzola
Purificación Galindo-Villardón
Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO
topic_facet MixSTATICO
mixed data
multi-way
species–environment
sustainability
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
description The study of biotic and abiotic factors and their interrelationships is essential in the preservation of sustainable marine ecosystems and for understanding the impact that climate change can have on different species. For instance, phytoplankton are extremely vulnerable to environmental changes and thus studying the factors involved is important for the species’ conservation. This work examines the relationship between phytoplankton and environmental parameters of the eastern equatorial Pacific, known as one of the most biologically rich regions in the world. For this purpose, a new multivariate method called MixSTATICO has been developed, allowing mixed-type data structured in two different groups (environment and species) to be related and measured on a space–time scale. The results obtained show how seasons have an impact on species–environment relations, with the most significant association occurring in November and the weakest during the month of May (change of season). The species Lauderia borealis , Chaetoceros didymus and Gyrodinium sp. were not observed in the coastal profiles during the dry season at most stations, while during the rainy season, the species Dactyliosolen antarcticus , Proboscia alata and Skeletonema costatum were not detected. Using MixSTATICO, species vulnerable to specific geographical locations and environmental variations were identified, making it possible to establish biological indicators for this region.
format Article in Journal/Newspaper
author Mariela González-Narváez
María José Fernández-Gómez
Susana Mendes
José-Luis Molina
Omar Ruiz-Barzola
Purificación Galindo-Villardón
author_facet Mariela González-Narváez
María José Fernández-Gómez
Susana Mendes
José-Luis Molina
Omar Ruiz-Barzola
Purificación Galindo-Villardón
author_sort Mariela González-Narváez
title Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO
title_short Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO
title_full Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO
title_fullStr Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO
title_full_unstemmed Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO
title_sort study of temporal variations in species–environment association through an innovative multivariate method: mixstatico
publisher MDPI AG
publishDate 2021
url https://doi.org/10.3390/su13115924
https://doaj.org/article/9e721db9fa5c467c9ac0500c0eb52a26
geographic Pacific
geographic_facet Pacific
genre Antarc*
antarcticus
genre_facet Antarc*
antarcticus
op_source Sustainability, Vol 13, Iss 5924, p 5924 (2021)
op_relation https://www.mdpi.com/2071-1050/13/11/5924
https://doaj.org/toc/2071-1050
doi:10.3390/su13115924
2071-1050
https://doaj.org/article/9e721db9fa5c467c9ac0500c0eb52a26
op_doi https://doi.org/10.3390/su13115924
container_title Sustainability
container_volume 13
container_issue 11
container_start_page 5924
_version_ 1766267151754199040