Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)

Climate change threatens the future distributions of native, tropical species all around the world as increasing global temperature and, in several regions decreasing precipitation cause less suitable habitat to become available. Of particular interest in this paper is to construct a model of the po...

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Main Authors: Julianna Kurpis, Miguel Angel Serrato-Cruz, Teresa Patricia Feria Arroyo
Format: Article
Language:English
Published: Elsevier 2019-10-01
Series:Global Ecology and Conservation
Online Access:http://www.sciencedirect.com/science/article/pii/S2351989418303536
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spelling doaj-2dae68448db44779b65e48c7a86f98702020-11-25T01:49:19ZengElsevierGlobal Ecology and Conservation2351-98942019-10-0120Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)Julianna Kurpis0Miguel Angel Serrato-Cruz1Teresa Patricia Feria Arroyo2University of Texas Rio Grande Valley, Department of Earth, Environmental, and Marine Sciences, 1201 W University Drive, Edinburg TX 78539, USAUniversidad Autónoma Chapingo, Departamento de Fitotecnia, Carretera México-Texcoco Km. 38.5, Chapingo, Estado de México, C. P. 56230, MexicoUniversity of Texas Rio Grande Valley, Department of Biology, 1201 W University Drive Edinburg, TX 78539, USA; Corresponding author.Climate change threatens the future distributions of native, tropical species all around the world as increasing global temperature and, in several regions decreasing precipitation cause less suitable habitat to become available. Of particular interest in this paper is to construct a model of the potential impact of climate change on the distribution of the Pericón or Mexican Mint Marigold, Tagetes lucida, a native medicinal plant of important cultural and economic value in Mexico. We projected the future distribution of this species using the maximum entropy algorithm (MaxEnt) and five bioclimatic variables. Models were created using three global circulation models (CM3, CMIP5, HADGEM) in the years 2050 and 2070 and using two climate change scenarios (RCP 4.5 and RCP 8.5). The final model had an AUC = 0.92 and pROC = 1.645, indicating statistically significant results. These future distributions were compared to a current vegetation and land use map of Mexico. Our results predicted that under future climate change scenarios, less suitable habitat will become available, causing the range of Tagetes lucida to contract and shift northward. Current suitable habitat is threatened by agriculture, deforestation, and overgrazing, leading to habitat fragmentation and potentially creating a barrier to northern dispersal. Keywords: Pericón, Species distribution model, MaxEnt, Land use changehttp://www.sciencedirect.com/science/article/pii/S2351989418303536
collection DOAJ
language English
format Article
sources DOAJ
author Julianna Kurpis
Miguel Angel Serrato-Cruz
Teresa Patricia Feria Arroyo
spellingShingle Julianna Kurpis
Miguel Angel Serrato-Cruz
Teresa Patricia Feria Arroyo
Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)
Global Ecology and Conservation
author_facet Julianna Kurpis
Miguel Angel Serrato-Cruz
Teresa Patricia Feria Arroyo
author_sort Julianna Kurpis
title Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)
title_short Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)
title_full Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)
title_fullStr Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)
title_full_unstemmed Modeling the effects of climate change on the distribution of Tagetes lucida Cav. (Asteraceae)
title_sort modeling the effects of climate change on the distribution of tagetes lucida cav. (asteraceae)
publisher Elsevier
series Global Ecology and Conservation
issn 2351-9894
publishDate 2019-10-01
description Climate change threatens the future distributions of native, tropical species all around the world as increasing global temperature and, in several regions decreasing precipitation cause less suitable habitat to become available. Of particular interest in this paper is to construct a model of the potential impact of climate change on the distribution of the Pericón or Mexican Mint Marigold, Tagetes lucida, a native medicinal plant of important cultural and economic value in Mexico. We projected the future distribution of this species using the maximum entropy algorithm (MaxEnt) and five bioclimatic variables. Models were created using three global circulation models (CM3, CMIP5, HADGEM) in the years 2050 and 2070 and using two climate change scenarios (RCP 4.5 and RCP 8.5). The final model had an AUC = 0.92 and pROC = 1.645, indicating statistically significant results. These future distributions were compared to a current vegetation and land use map of Mexico. Our results predicted that under future climate change scenarios, less suitable habitat will become available, causing the range of Tagetes lucida to contract and shift northward. Current suitable habitat is threatened by agriculture, deforestation, and overgrazing, leading to habitat fragmentation and potentially creating a barrier to northern dispersal. Keywords: Pericón, Species distribution model, MaxEnt, Land use change
url http://www.sciencedirect.com/science/article/pii/S2351989418303536
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