Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change

Magnolia wufengensis, a new species of the subgenus Magnolia, has extremely high ornamental and scientific value due to its rich morphological diversity. The wild population of M. wufengensis has a narrow habitat and a sparse population, and is in a critically endangered state. Currently, the potent...

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Autores principales:	Xiaodeng Shi, Qun Yin, Ziyang Sang, Zhonglong Zhu, Zhongkui Jia, Luyi Ma
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Climate change MaxEnt model Suitable area Environmental variables Introduction Magnolia wufengensis Ecology QH540-549.5
Acceso en línea:	https://doaj.org/article/0939643144764b56abe81aeff66098c6
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spelling	oai:doaj.org-article:0939643144764b56abe81aeff66098c62021-12-01T04:53:00ZPrediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change1470-160X10.1016/j.ecolind.2021.107762https://doaj.org/article/0939643144764b56abe81aeff66098c62021-08-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S1470160X21004271https://doaj.org/toc/1470-160XMagnolia wufengensis, a new species of the subgenus Magnolia, has extremely high ornamental and scientific value due to its rich morphological diversity. The wild population of M. wufengensis has a narrow habitat and a sparse population, and is in a critically endangered state. Currently, the potential suitable areas for the introduction of M. wufengensis and the limiting factors affecting its distribution and the response to global warming are unclear. Hence, an optimized MaxEnt model in the ENMeval package based on 49 M. wufengensis occurrence records and 16 environmental variables were used to simulate the potential suitable areas for M. wufengensis under current and future (2041–2080) climate change scenarios, including four representative concentration pathways (RCP2.6, RCP4.5, RCP6.0 and RCP8.5), to provide a scientific basis for the precise introduction, cultivation and expansion of suitable areas of M. wufengensis. The MaxEnt model was highly accurate, with an average training area under the curve (AUC) value of 0.9895 ± 0.0011 after 10 repetitions. The results indicated that the mean temperature of the coldest quarter (-6.75–14.31 °C), mean diurnal range (≤14.29 °C), min temperature of the coldest month (-13.73–10.77 °C), mean temperature of the warmest quarter (≥12.93 °C), precipitation of the wettest month (40.99–715.42 mm) and annual mean temperature (4.47–24.56 °C) were the most important environmental variables (threshold) limiting the distribution of suitable areas for M. wufengensis. In the current climate, areas of 146.15 × 104 km2, 119.88 × 104 km2 and 224.87 × 104 km2 were projected as potential areas with high, medium, and low suitability for M. wufengensis, respectively. These areas were mainly located in eastern and central Asia, the Mediterranean coast of southern Europe, and western America. Under future climate change, the potential suitable areas for M. wufengensis in the world will be greatly reduced, and the degree of fragmentation will increase. In addition, the reduction in suitable areas of different classes will be approximately 4.75%-39.14%, the suitable areas in western America and southern Europe will disappear, and the centroids of suitable areas for M. wufengensis will tends shift northeast.Xiaodeng ShiQun YinZiyang SangZhonglong ZhuZhongkui JiaLuyi MaElsevierarticleClimate changeMaxEnt modelSuitable areaEnvironmental variablesIntroductionMagnolia wufengensisEcologyQH540-549.5ENEcological Indicators, Vol 127, Iss , Pp 107762- (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Climate change MaxEnt model Suitable area Environmental variables Introduction Magnolia wufengensis Ecology QH540-549.5
spellingShingle	Climate change MaxEnt model Suitable area Environmental variables Introduction Magnolia wufengensis Ecology QH540-549.5 Xiaodeng Shi Qun Yin Ziyang Sang Zhonglong Zhu Zhongkui Jia Luyi Ma Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change
description	Magnolia wufengensis, a new species of the subgenus Magnolia, has extremely high ornamental and scientific value due to its rich morphological diversity. The wild population of M. wufengensis has a narrow habitat and a sparse population, and is in a critically endangered state. Currently, the potential suitable areas for the introduction of M. wufengensis and the limiting factors affecting its distribution and the response to global warming are unclear. Hence, an optimized MaxEnt model in the ENMeval package based on 49 M. wufengensis occurrence records and 16 environmental variables were used to simulate the potential suitable areas for M. wufengensis under current and future (2041–2080) climate change scenarios, including four representative concentration pathways (RCP2.6, RCP4.5, RCP6.0 and RCP8.5), to provide a scientific basis for the precise introduction, cultivation and expansion of suitable areas of M. wufengensis. The MaxEnt model was highly accurate, with an average training area under the curve (AUC) value of 0.9895 ± 0.0011 after 10 repetitions. The results indicated that the mean temperature of the coldest quarter (-6.75–14.31 °C), mean diurnal range (≤14.29 °C), min temperature of the coldest month (-13.73–10.77 °C), mean temperature of the warmest quarter (≥12.93 °C), precipitation of the wettest month (40.99–715.42 mm) and annual mean temperature (4.47–24.56 °C) were the most important environmental variables (threshold) limiting the distribution of suitable areas for M. wufengensis. In the current climate, areas of 146.15 × 104 km2, 119.88 × 104 km2 and 224.87 × 104 km2 were projected as potential areas with high, medium, and low suitability for M. wufengensis, respectively. These areas were mainly located in eastern and central Asia, the Mediterranean coast of southern Europe, and western America. Under future climate change, the potential suitable areas for M. wufengensis in the world will be greatly reduced, and the degree of fragmentation will increase. In addition, the reduction in suitable areas of different classes will be approximately 4.75%-39.14%, the suitable areas in western America and southern Europe will disappear, and the centroids of suitable areas for M. wufengensis will tends shift northeast.
format	article
author	Xiaodeng Shi Qun Yin Ziyang Sang Zhonglong Zhu Zhongkui Jia Luyi Ma
author_facet	Xiaodeng Shi Qun Yin Ziyang Sang Zhonglong Zhu Zhongkui Jia Luyi Ma
author_sort	Xiaodeng Shi
title	Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change
title_short	Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change
title_full	Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change
title_fullStr	Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change
title_full_unstemmed	Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change
title_sort	prediction of potentially suitable areas for the introduction of magnolia wufengensis under climate change
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/0939643144764b56abe81aeff66098c6
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Prediction of potentially suitable areas for the introduction of Magnolia wufengensis under climate change

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