Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.

Global climate change has created a major threat to biodiversity. However, little is known about the habitat and distribution characteristics of <i>Cinnamomum camphora</i> (Linn.) Presl., an evergreen tree growing in tropical and subtropical Asia, as well as the factors influencing its d...

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Main Authors: Jiasong Meng, Miao Li, Jinhui Guo, Daqiu Zhao, Jun Tao
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/12/8/1126
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spelling doaj-878f7e4b5f69405e8f308c8ab8c90f412021-08-26T13:46:22ZengMDPI AGForests1999-49072021-08-01121126112610.3390/f12081126Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.Jiasong Meng0Miao Li1Jinhui Guo2Daqiu Zhao3Jun Tao4College of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, ChinaCollege of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, ChinaCollege of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, ChinaCollege of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, ChinaCollege of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, ChinaGlobal climate change has created a major threat to biodiversity. However, little is known about the habitat and distribution characteristics of <i>Cinnamomum camphora</i> (Linn.) Presl., an evergreen tree growing in tropical and subtropical Asia, as well as the factors influencing its distribution. The present study employed Maxent and a GARP to establish a potential distribution model for the target species based on 182 known occurrence sites and 17 environmental variables. The results indicate that Maxent performed better than GARP. The mean diurnal temperature range, annual precipitation, mean air temperature of driest quarter and sunshine duration in growing season were important environmental factors influencing the distribution of <i>C. camphora</i> and contributed 40.9%, 23.0%, 10.5%, and 7.2% to the variation in the model contribution, respectively. Based on the models, the subtropical and temperate regions of Eastern China, where the species has been recorded, had a high suitability for this species. Under each climate change scenario, the potential geographical distribution shifted farther north and toward a higher elevation. The predicted spatial and temporal distribution patterns of this species can provide guidance for the development strategies for forest management and species protection.https://www.mdpi.com/1999-4907/12/8/1126<i>Cinnamomum camphora</i> (Linn.) Presl.climate changeforest managementGARPMAXENTpotential suitable habitat
collection DOAJ
language English
format Article
sources DOAJ
author Jiasong Meng
Miao Li
Jinhui Guo
Daqiu Zhao
Jun Tao
spellingShingle Jiasong Meng
Miao Li
Jinhui Guo
Daqiu Zhao
Jun Tao
Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.
Forests
<i>Cinnamomum camphora</i> (Linn.) Presl.
climate change
forest management
GARP
MAXENT
potential suitable habitat
author_facet Jiasong Meng
Miao Li
Jinhui Guo
Daqiu Zhao
Jun Tao
author_sort Jiasong Meng
title Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.
title_short Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.
title_full Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.
title_fullStr Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.
title_full_unstemmed Predicting Suitable Environments and Potential Occurrences for <i>Cinnamomum camphora</i> (Linn.) Presl.
title_sort predicting suitable environments and potential occurrences for <i>cinnamomum camphora</i> (linn.) presl.
publisher MDPI AG
series Forests
issn 1999-4907
publishDate 2021-08-01
description Global climate change has created a major threat to biodiversity. However, little is known about the habitat and distribution characteristics of <i>Cinnamomum camphora</i> (Linn.) Presl., an evergreen tree growing in tropical and subtropical Asia, as well as the factors influencing its distribution. The present study employed Maxent and a GARP to establish a potential distribution model for the target species based on 182 known occurrence sites and 17 environmental variables. The results indicate that Maxent performed better than GARP. The mean diurnal temperature range, annual precipitation, mean air temperature of driest quarter and sunshine duration in growing season were important environmental factors influencing the distribution of <i>C. camphora</i> and contributed 40.9%, 23.0%, 10.5%, and 7.2% to the variation in the model contribution, respectively. Based on the models, the subtropical and temperate regions of Eastern China, where the species has been recorded, had a high suitability for this species. Under each climate change scenario, the potential geographical distribution shifted farther north and toward a higher elevation. The predicted spatial and temporal distribution patterns of this species can provide guidance for the development strategies for forest management and species protection.
topic <i>Cinnamomum camphora</i> (Linn.) Presl.
climate change
forest management
GARP
MAXENT
potential suitable habitat
url https://www.mdpi.com/1999-4907/12/8/1126
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