Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico

Ecological niche modeling is an important tool to evaluate the spatial distribution of terrestrial species, however, its applicability has been little explored in the aquatic environment. Microcystis sp., a species of cyanobacteria, is widely recognized for its ability to produce a group of toxins k...

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Main Authors: Enrique Martinez-Meyer, Humberto Macias-Cuellar, José De Anda, Fernando A. González-Farias, Gabriel Rangel-Peraza, José Luis Ibarra-Montoya
Format: Article
Language:English
Published: Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi) 2012-04-01
Series:Revista Ambiente & Água
Subjects:
Online Access:http://www.ambi-agua.net/seer/index.php/ambi-agua/article/view/607
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spelling doaj-9043f6a1e2634fa0948ef9b3e050bc532020-11-24T23:29:24ZengInstituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)Revista Ambiente & Água1980-993X2012-04-017121823410.4136/ambi-agua.607Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, MexicoEnrique Martinez-MeyerHumberto Macias-CuellarJosé De AndaFernando A. González-FariasGabriel Rangel-PerazaJosé Luis Ibarra-MontoyaEcological niche modeling is an important tool to evaluate the spatial distribution of terrestrial species, however, its applicability has been little explored in the aquatic environment. Microcystis sp., a species of cyanobacteria, is widely recognized for its ability to produce a group of toxins known as microcystins, which can cause death of animals as fish, birds and mammals depending on the amount of toxin absorbed. Like any taxonomic group, cyanobacteria has environmental thresholds, therefore, a suitable ecological niche will define their distribution. This study was conducted in Aguamilpa Hydroelectric Reservoir, an artificial ecosystem that started operations in 1994. In this system we evaluated the potential distribution of Microcystis sp., by generating a prediction model based on the concept of ecological niche MAXENT, using a Digital Elevation Model in cells of 100 m x 100 m (1 ha) spatial resolution and monitoring eleven physicochemical and biological variables and nutrients in water. The distribution maps were developed using ArcMap 9.2®. The results indicated that Microcystis sp., is distributed mainly in the upper tributary basin (Huaynamota basin) during the dry season. There was less chance to find cyanobacteria in the entire system during the cold dry season, while during the warm dry season cyanobacteria was recognized at the confluence of two rivers. During the rainfall season there were no reports of cyanobacteria presence. This species is often associated with arising trophic processes of anthropogenic origin; therefore, attention is required in specific areas that have been identified in this work to improve Aguamilpa’s watershed management and restoration. It was also recognized the importance of phosphorus and nitrogen interaction, which determines the distribution of Microcystis sp., in the Aguamilpa Reservoir. The results of this study demonstrated that ecological niche modeling was a suitable tool to assess the spatial distribution of microalgae in freshwater environments.http://www.ambi-agua.net/seer/index.php/ambi-agua/article/view/607Micocystis sp.cyanobacteriaecological niche modelreservoirMAXENT
collection DOAJ
language English
format Article
sources DOAJ
author Enrique Martinez-Meyer
Humberto Macias-Cuellar
José De Anda
Fernando A. González-Farias
Gabriel Rangel-Peraza
José Luis Ibarra-Montoya
spellingShingle Enrique Martinez-Meyer
Humberto Macias-Cuellar
José De Anda
Fernando A. González-Farias
Gabriel Rangel-Peraza
José Luis Ibarra-Montoya
Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico
Revista Ambiente & Água
Micocystis sp.
cyanobacteria
ecological niche model
reservoir
MAXENT
author_facet Enrique Martinez-Meyer
Humberto Macias-Cuellar
José De Anda
Fernando A. González-Farias
Gabriel Rangel-Peraza
José Luis Ibarra-Montoya
author_sort Enrique Martinez-Meyer
title Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico
title_short Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico
title_full Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico
title_fullStr Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico
title_full_unstemmed Use of ecological niche modeling as a tool for predicting the potential distribution of Microcystis sp (cyanobacteria) in the Aguamilpa Dam, Nayarit, Mexico
title_sort use of ecological niche modeling as a tool for predicting the potential distribution of microcystis sp (cyanobacteria) in the aguamilpa dam, nayarit, mexico
publisher Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)
series Revista Ambiente & Água
issn 1980-993X
publishDate 2012-04-01
description Ecological niche modeling is an important tool to evaluate the spatial distribution of terrestrial species, however, its applicability has been little explored in the aquatic environment. Microcystis sp., a species of cyanobacteria, is widely recognized for its ability to produce a group of toxins known as microcystins, which can cause death of animals as fish, birds and mammals depending on the amount of toxin absorbed. Like any taxonomic group, cyanobacteria has environmental thresholds, therefore, a suitable ecological niche will define their distribution. This study was conducted in Aguamilpa Hydroelectric Reservoir, an artificial ecosystem that started operations in 1994. In this system we evaluated the potential distribution of Microcystis sp., by generating a prediction model based on the concept of ecological niche MAXENT, using a Digital Elevation Model in cells of 100 m x 100 m (1 ha) spatial resolution and monitoring eleven physicochemical and biological variables and nutrients in water. The distribution maps were developed using ArcMap 9.2®. The results indicated that Microcystis sp., is distributed mainly in the upper tributary basin (Huaynamota basin) during the dry season. There was less chance to find cyanobacteria in the entire system during the cold dry season, while during the warm dry season cyanobacteria was recognized at the confluence of two rivers. During the rainfall season there were no reports of cyanobacteria presence. This species is often associated with arising trophic processes of anthropogenic origin; therefore, attention is required in specific areas that have been identified in this work to improve Aguamilpa’s watershed management and restoration. It was also recognized the importance of phosphorus and nitrogen interaction, which determines the distribution of Microcystis sp., in the Aguamilpa Reservoir. The results of this study demonstrated that ecological niche modeling was a suitable tool to assess the spatial distribution of microalgae in freshwater environments.
topic Micocystis sp.
cyanobacteria
ecological niche model
reservoir
MAXENT
url http://www.ambi-agua.net/seer/index.php/ambi-agua/article/view/607
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