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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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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