Predicting the future redistribution of Chinese white pine Pinus armandii Franch. Under climate change scenarios in China using species distribution models

被引:29
作者
Ning, Hang [1 ]
Ling, Lei [1 ]
Sun, Xiangcheng [3 ]
Kang, Xiaotong [1 ]
Chen, Hui [1 ,2 ]
机构
[1] Northwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
[2] South China Agr Univ, State Key Lab Conservat & Utilizat Subtrop Agrobi, Coll Forestry & Landscape Architecture, Guangdong Key Lab Innovat Dev & Utilizat Forest P, Guangzhou 510642, Peoples R China
[3] Northwest A&F Univ, Coll Life Sci, Yangling 712100, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Pinus armandii; Climate change; Species distribution models; Habitat shifts;
D O I
10.1016/j.gecco.2020.e01420
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
Pinus armandii, or Chinese white pine, is one of the pine species native to China and plays an important role in ecological conservation and regional socioeconomic development. However, few studies have focused on the distribution of its habitat and important environmental factors related to suitability. Therefore, we used a MaxEnt model to represent the current species distribution of P. armandii in China and predicted its future redistribution. The results show that precipitation and temperature are the two major limiting factors that constrain the current distribution of P. armandii. The average temperatures of 24 degrees C and-14 degrees C in July and January, respectively, are considered the limits that define the tree-line of P. armandii. Currently, P. armandii is mainly distributed in the Tsinling Mountains, Daba Mountains and terrains in the Yunnan-Kweichow Plateau. Under climate change scenarios, the distribution range of P. armandii is projected to decrease. The response of P. armandii to RCP 8.5 scenario is the most drastic, followed by the RCP 4.5 scenario. The most alarming change is that the suitable habitat in the Wushan Mountains, which connects the Daba Mountains and Yunnan-Kweichow Plateau, is expected to gradually disappear, leading to interruption of the current ecological corridor. The suitable habitat in the Hengduan Mountains is projected to gradually be lost. In the northern part of China, there is no suitable niche for P. armandii. However, the excellent habitat range for P. armandii in both the Tsinling Mountains and Daba Mountains is predicted to enlarge. Our study results can provide timely information for the monitoring of the health of tree populations and the impact of climate change, shedding light on the effectiveness of management responses. (c) 2020 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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页数:12
相关论文
共 71 条
[1]   Adaptation, migration or extirpation: climate change outcomes for tree populations [J].
Aitken, Sally N. ;
Yeaman, Sam ;
Holliday, Jason A. ;
Wang, Tongli ;
Curtis-McLane, Sierra .
EVOLUTIONARY APPLICATIONS, 2008, 1 (01) :95-111
[2]   Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS) [J].
Allouche, Omri ;
Tsoar, Asaf ;
Kadmon, Ronen .
JOURNAL OF APPLIED ECOLOGY, 2006, 43 (06) :1223-1232
[3]  
[Anonymous], 1971, GEOGRAPHIC DISTRIBUT
[4]   Ensemble forecasting of species distributions [J].
Araujo, Miguel B. ;
New, Mark .
TRENDS IN ECOLOGY & EVOLUTION, 2007, 22 (01) :42-47
[5]   The effects of small sample size and sample bias on threshold selection and accuracy assessment of species distribution models [J].
Bean, William T. ;
Stafford, Robert ;
Brashares, Justin S. .
ECOGRAPHY, 2012, 35 (03) :250-258
[6]   Ecological genetics and seed transfer guidelines for Pinus albicaulis (Pinaceae) [J].
Bower, Andrew D. ;
Aitken, Sally N. .
AMERICAN JOURNAL OF BOTANY, 2008, 95 (01) :66-76
[7]   SDMtoolbox: a python']python-based GIS toolkit for landscape genetic, biogeographic and species distribution model analyses [J].
Brown, Jason L. .
METHODS IN ECOLOGY AND EVOLUTION, 2014, 5 (07) :694-700
[8]  
Busby J. R., 1991, Plant Protection Quarterly, V6, P8
[9]   Cascading effects of climate extremes on vertebrate fauna through changes to low-latitude tree flowering and fruiting phenology [J].
Butt, Nathalie ;
Seabrook, Leonie ;
Maron, Martine ;
Law, Bradley S. ;
Dawson, Terence P. ;
Syktus, Jozef ;
Mcalpine, Clive A. .
GLOBAL CHANGE BIOLOGY, 2015, 21 (09) :3267-3277
[10]   DOMAIN - A FLEXIBLE MODELING PROCEDURE FOR MAPPING POTENTIAL DISTRIBUTIONS OF PLANTS AND ANIMALS [J].
CARPENTER, G ;
GILLISON, AN ;
WINTER, J .
BIODIVERSITY AND CONSERVATION, 1993, 2 (06) :667-680