Cargando…
The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation
In community ecology, it is important to understand the distribution of communities along environmental and spatial gradients. However, it is common for the residuals of models investigating those relationships to be very high (> 50%). It is believed that species’ intrinsic characteristics such a...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666184/ https://www.ncbi.nlm.nih.gov/pubmed/33188230 http://dx.doi.org/10.1038/s41598-020-76833-5 |
_version_ | 1783610085744836608 |
---|---|
author | Brasil, Leandro Schlemmer Vieira, Thiago Bernardi Andrade, André Felipe Alves Bastos, Rafael Costa Montag, Luciano Fogaça de Assis Juen, Leandro |
author_facet | Brasil, Leandro Schlemmer Vieira, Thiago Bernardi Andrade, André Felipe Alves Bastos, Rafael Costa Montag, Luciano Fogaça de Assis Juen, Leandro |
author_sort | Brasil, Leandro Schlemmer |
collection | PubMed |
description | In community ecology, it is important to understand the distribution of communities along environmental and spatial gradients. However, it is common for the residuals of models investigating those relationships to be very high (> 50%). It is believed that species’ intrinsic characteristics such as rarity can contribute to large residuals. The objective of this study is to test the relationship among communities and environmental and spatial predictors by evaluating the relative contribution of common and rare species to the explanatory power of models. Our hypothesis is that the residual of partition the variation of community matrix (varpart) models will decrease as rare species get removed. We used several environmental variables and spatial filters as varpart model predictors of fish and Zygoptera (Insecta: Odonata) communities in 109 and 141 Amazonian streams, respectively. We built a repetition structure, in which we gradually removed common and rare species independently. After the repetitions and removal of species, our hypothesis was not corroborated. In all scenarios, removing up to 50% of rare species did not reduce model residuals. Common species are important and rare species are irrelevant for understanding the relationships among communities and environmental and spatial gradients using varpart. Therefore, our findings suggest that studies using varpart with single sampling events that do not detect rare species can efficiently assess general distributional patterns of communities along environmental and spatial gradients. However, when the objectives concern conservation of biodiversity and functional diversity, rare species must be carefully assessed by other complementary methods, since they are not well represented in varpart models. |
format | Online Article Text |
id | pubmed-7666184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76661842020-11-16 The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation Brasil, Leandro Schlemmer Vieira, Thiago Bernardi Andrade, André Felipe Alves Bastos, Rafael Costa Montag, Luciano Fogaça de Assis Juen, Leandro Sci Rep Article In community ecology, it is important to understand the distribution of communities along environmental and spatial gradients. However, it is common for the residuals of models investigating those relationships to be very high (> 50%). It is believed that species’ intrinsic characteristics such as rarity can contribute to large residuals. The objective of this study is to test the relationship among communities and environmental and spatial predictors by evaluating the relative contribution of common and rare species to the explanatory power of models. Our hypothesis is that the residual of partition the variation of community matrix (varpart) models will decrease as rare species get removed. We used several environmental variables and spatial filters as varpart model predictors of fish and Zygoptera (Insecta: Odonata) communities in 109 and 141 Amazonian streams, respectively. We built a repetition structure, in which we gradually removed common and rare species independently. After the repetitions and removal of species, our hypothesis was not corroborated. In all scenarios, removing up to 50% of rare species did not reduce model residuals. Common species are important and rare species are irrelevant for understanding the relationships among communities and environmental and spatial gradients using varpart. Therefore, our findings suggest that studies using varpart with single sampling events that do not detect rare species can efficiently assess general distributional patterns of communities along environmental and spatial gradients. However, when the objectives concern conservation of biodiversity and functional diversity, rare species must be carefully assessed by other complementary methods, since they are not well represented in varpart models. Nature Publishing Group UK 2020-11-13 /pmc/articles/PMC7666184/ /pubmed/33188230 http://dx.doi.org/10.1038/s41598-020-76833-5 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Brasil, Leandro Schlemmer Vieira, Thiago Bernardi Andrade, André Felipe Alves Bastos, Rafael Costa Montag, Luciano Fogaça de Assis Juen, Leandro The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
title | The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
title_full | The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
title_fullStr | The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
title_full_unstemmed | The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
title_short | The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
title_sort | importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666184/ https://www.ncbi.nlm.nih.gov/pubmed/33188230 http://dx.doi.org/10.1038/s41598-020-76833-5 |
work_keys_str_mv | AT brasilleandroschlemmer theimportanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT vieirathiagobernardi theimportanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT andradeandrefelipealves theimportanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT bastosrafaelcosta theimportanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT montaglucianofogacadeassis theimportanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT juenleandro theimportanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT brasilleandroschlemmer importanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT vieirathiagobernardi importanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT andradeandrefelipealves importanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT bastosrafaelcosta importanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT montaglucianofogacadeassis importanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation AT juenleandro importanceofcommonandtheirrelevanceofrarespeciesforpartitionthevariationofcommunitymatriximplicationsforsamplingandconservation |