气候变化领域集成服务门户(CCPortal): What drove giant panda Ailuropoda melanoleuca expansion in the Qinling Mountains? An analysis comparing the influence of climate, bamboo, and various landscape variables in the past decade

CCPortal

DOI	10.1088/1748-9326/ab86f3
	What drove giant panda Ailuropoda melanoleuca expansion in the Qinling Mountains? An analysis comparing the influence of climate, bamboo, and various landscape variables in the past decade
	Huang Q.; Lothspeich A.; Hernández-Yáñ; ez H.; Mertes K.; Liu X.; Songer M.
发表日期	2020
ISSN	17489318
卷号	15 期号:8
英文摘要	The role of climate and aclimatic factors on species distribution has been debated widely among ecologists and conservationists. It is often difficult to attribute empirically observed changes in species distribution to climatic or aclimatic factors. Giant pandas (A. melanoleuca) provide a rare opportunity to study the impact of climatic and aclimatic factors, particularly the food sources on predicting the distribution changes in the recent decade, as well-documented information on both giant panda and bamboos exist. Here, we ask how the climate metrics compare to the bamboo suitability metric in predicting the giant panda occurrences outside the central areas in the Qinling Mountains during the past decade. We also seek to understand the relative importance of different landscape-level variables in predicting giant panda emigration outside areas of high giant panda densities. We utilize data from the 3rd and 4th National Giant Panda Surveys (NGPSs) for our analysis. We evaluate the performance of the species distribution models trained by climate, bamboo suitability, and the combination of the two. We then at 4 spatial scales identify the optimal models for predicting giant panda emigration between the 3rd and the 4th NGPSs using a list of landscape-level environmental variables. Our results show that the models utilizing the bamboo suitability alone consistently outperform the bioclimatic and the combined models; the distance to high giant panda density core area and bamboo suitability show high importance in predicting expansion probability across all four scales. Our results also suggest that the extrapolated bamboo distribution using bamboo occurrence data can provide a practical and more reliable alternative to predict potential expansion and emigration of giant panda along the range edge. It suggests that restoring bamboo forests within the vicinity of high giant panda density areas is likely a more reliable strategy for supporting shifting giant panda populations. © 2020 The Author(s). Published by IOP Publishing Ltd.
英文关键词	biotic interaction; distribution prediction validation; emigration probability; giant panda; range expansion; species distribution model
语种	英语
scopus关键词	Bamboo; Expansion; Forecasting; Population distribution; Ailuropoda melanoleuca; Bamboo forests; Documented informations; Environmental variables; Landscape level; Qinling mountains; Species distribution models; Species distributions; Climate models; bamboo; bear; biological survey; climate effect; conservation status; forest ecosystem; landscape change; species diversity; strategic approach; China; Qinling Mountains; Ailuropoda melanoleuca; Bambusa
来源期刊	Environmental Research Letters
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/153848
作者单位	Smithsonian Conservation Biology Institute, Front Royal, VA 22630, United States; School of Environment, Tsinghua University, Beijing, 100084, China
推荐引用方式 GB/T 7714	Huang Q.,Lothspeich A.,Hernández-Yáñ,et al. What drove giant panda Ailuropoda melanoleuca expansion in the Qinling Mountains? An analysis comparing the influence of climate, bamboo, and various landscape variables in the past decade[J],2020,15(8).
APA	Huang Q..,Lothspeich A..,Hernández-Yáñ.,ez H..,Mertes K..,...&Songer M..(2020).What drove giant panda Ailuropoda melanoleuca expansion in the Qinling Mountains? An analysis comparing the influence of climate, bamboo, and various landscape variables in the past decade.Environmental Research Letters,15(8).
MLA	Huang Q.,et al."What drove giant panda Ailuropoda melanoleuca expansion in the Qinling Mountains? An analysis comparing the influence of climate, bamboo, and various landscape variables in the past decade".Environmental Research Letters 15.8(2020).