ACTA THERIOLOGICA SINICA ›› 2023, Vol. 43 ›› Issue (2): 149-156.DOI: 10.16829/j.slxb.150706
• ORIGINAL PAPERS • Previous Articles Next Articles
Xiulin YE1, Keji GUO2, Xinrui LI1, Qing WU1, Mengfei ZHANG2, Ming LI3, Xumao ZHAO1()
Received:
2022-06-15
Accepted:
2022-10-08
Online:
2023-03-30
Published:
2023-03-23
Contact:
Xumao ZHAO
叶秀林1, 郭克疾2, 李欣蕊1, 吴庆1, 张梦斐2, 李明3, 赵序茅1()
通讯作者:
赵序茅
作者简介:
叶秀林 (1999- ),男,硕士研究生,主要从事保护生物学研究.
基金资助:
CLC Number:
Xiulin YE, Keji GUO, Xinrui LI, Qing WU, Mengfei ZHANG, Ming LI, Xumao ZHAO. Climate change results in imbalance population growth and change in suitable habitat for red deer in the Qinghai‒Tibet Plateau: a case study in the Leiwuqi National Nature Reserve[J]. ACTA THERIOLOGICA SINICA, 2023, 43(2): 149-156.
叶秀林, 郭克疾, 李欣蕊, 吴庆, 张梦斐, 李明, 赵序茅. 气候变化导致青藏高原马鹿种群适应性分布退缩:以类乌齐马鹿国家级自然保护区为例[J]. 兽类学报, 2023, 43(2): 149-156.
时间 Time | 适宜栖息地 Suitable habitat (km2) | 特征值 Feature classes | 10%遗漏率 OR10 | 贝叶斯值 Boyce | 阈值 Threshold | 重要因子 Important factors | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
马鹿 Red deer | 牦牛 Yak | 马鹿Red deer | 牦牛 Yak | 马鹿 Red deer | 牦牛 Yak | 马鹿Red deer | 牦牛 Yak | 马鹿Red deer | 牦牛 Yak | 马鹿 Red deer | 牦牛 Yak | |
当前Current | 1 167 | 225 | LQ | LQ | 0.57 | 0.39 | 0.27 | 0.23 | 0.31 | 0.34 | 土地覆被、Bio7、 距道路距离 | 海拔、 Bio12 |
2050s | 660 | 395 | ― | ― | ― | ― | ― | ― | ― | ― | ― | |
2070s | 1 108 | 410 | ― | ― | ― | ― | ― | ― | ― | ― | ― |
Table 1 The setting in the MaxEnt model and change in suitable habitat and average elevation
时间 Time | 适宜栖息地 Suitable habitat (km2) | 特征值 Feature classes | 10%遗漏率 OR10 | 贝叶斯值 Boyce | 阈值 Threshold | 重要因子 Important factors | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
马鹿 Red deer | 牦牛 Yak | 马鹿Red deer | 牦牛 Yak | 马鹿 Red deer | 牦牛 Yak | 马鹿Red deer | 牦牛 Yak | 马鹿Red deer | 牦牛 Yak | 马鹿 Red deer | 牦牛 Yak | |
当前Current | 1 167 | 225 | LQ | LQ | 0.57 | 0.39 | 0.27 | 0.23 | 0.31 | 0.34 | 土地覆被、Bio7、 距道路距离 | 海拔、 Bio12 |
2050s | 660 | 395 | ― | ― | ― | ― | ― | ― | ― | ― | ― | |
2070s | 1 108 | 410 | ― | ― | ― | ― | ― | ― | ― | ― | ― |
Abrego N, Roslin T, Huotari T, Ji Y Q, Schmidt N M, Wang J X, Yu D W, Ovaskainen O. 2021. Accounting for species interactions is necessary for predicting how arctic arthropod communities respond to climate change. Ecography, 44 (6): 885-896. | |
Chen D L, Xu B Q, Yao T D, Guo Z T, Cui P, Chen F H, Zhang R H, Zhang X Z, Zhang Y L, Fan J, Hou Z Q, Zhang T H. 2015. Assessment of past, present and future environmental changes on the Tibetan Plateau. Chinese Science Bulletin, 60 (32): 3025-3035. | |
Chevin L M, Lande R, Mace G M. 2010. Adaptation, plasticity, and extinction in a changing environment: towards a predictive theory. PLoS Biology, 8 (4): e1000357. | |
Cui X F, Graf H F. 2009. Recent land cover changes on the Tibetan Plateau: a review. Climatic Change, 94: 47-61. | |
Dormann C F, Elith J, Bacher S, Buchmann C, Carl G, Carré G, Marquéz J R G, Gruber B, Lafourcade B, Leitão P J, Münkemüller T, McClean C, Osborne P E, Reineking B, Schröder B, Skidmore A K, Zurell D, Lautenbach S. 2013. Collinearity: A review of methods to deal with it and a simulation study evaluating their performance. Ecography, 36 (1): 27-46. | |
Elith J, Leathwick J R. 2009. Species distribution models: ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics, 40: 677-697. | |
Franks S J, Sim S, Weis A E. 2007. Rapid evolution of flowering time by an annual plant in response to a climate fluctuation. Proceedings of the National Academy of Sciences, 104 (4): 1278-1282. | |
Guisan A, Thuiller W. 2005. Predicting species distribution: offering more than simple habitat models. Ecology Letters, 8 (9): 993-1009. | |
Guo S W, Ge X Z, Zou Y, Zhou Y T, Wang T, Zong S X. 2021. Projecting the global potential distribution of Cydia pomonella (Lepidoptera: Tortricidae) under historical and RCP4.5 climate scenarios. Journal of Insect Science, 21 (2): 1-12. | |
Harris G, Pimm S L. 2008. Range size and extinction risk in forest birds. Conservation Biology, 22 (1): 163-171. | |
Hernandez P A, Graham C H, Master L L, Albert D L. 2006. The effect of sample size and species characteristics on performance of different species distribution modeling methods. Ecography, 29: 773-785. | |
Jiang Z G, Li L L, Hu Y M, Hu H J, Li C W, Ping X G, Luo Z H. 2018. Diversity and endemism of ungulates on the Qinghai-Tibetan Plateau: evolution and conservation. Biodiversity Science, 26 (2): 158-170. (in Chinese) | |
Jiménez‑Valverde A, Lobo J M. 2007. Threshold criteria for conversion of probability of species presence to either‑or presence‑absence. Acta Oecologica, 31 (3): 361-369. | |
Karger D N, Conrad O, Böhner J, Kawohl T, Kreft H, Soria‑Auza R W, Zimmermann N E, Linder H P, Kessler M. 2017. Climatologies at high resolution for the earth’s land surface areas. Scientific Data, 4 (1): 170122. | |
Li S, McShea W J, Wang D J, Gu X D, Zhang X F, Zhang L, Shen X L. 2020. Retreat of large carnivores across the giant panda distribution range. Nature Ecology & Evolution, 4: 1327-1331. | |
Luo Z H, Jiang Z G, Tang S H. 2015. Impacts of climate change on distributions and diversity of ungulates on the Tibetan Plateau. Ecological Applications, 25 (1): 24-38. | |
Lyu Z H, Zhang W Q, Liu H, Zhang M H, Li Y R. 2020. Comparison on feeding habits of Cervus wallichii and sympatric ungulates and domestic animals in green grass period.Chinese Journal of Applied Ecology, 31 (2): 651-658. (in Chinese) | |
Lyu Z H. 2020. Foraging strategy, habitat selection and assessment of Tibetan shou (Cervus wallichii) in green grass period under the influence of interspecific competition. Ph. D thesis. Harbin: Northeast Forestry University. (in Chinese) | |
Muscarella R, Galante P J, Soley‑Guardia M, Boria R A, Kass J M, Uriarte M, Anderson R P. 2014. ENMeval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for Maxent ecological niche models. Methods in Ecology and Evolution, 5 (11): 1198-1205. | |
Pan T, Zou X T, Liu Y J, Wu S H, He G M. 2017. Contributions of climatic and non‑climatic drivers to grassland variations on the Tibetan Plateau. Ecological Engineering, 108: 307-317. | |
Piao S L, Cui M D, Chen A P, Wang X H, Ciais P, Liu J, Tang Y H. 2011. Altitude and temperature dependence of change in the spring vegetation green-up date from 1982 to 2006 in the Qinghai-Xizang Plateau. Agricultural and Forest Meteorology, 151 (12): 1599-1608. | |
Root T L, Price J T, Hall K R, Schneider S H. 2003. Fingerprints of global warming on wild animals and plants. Nature, 421 (6918): 57-60. | |
Scheffers B R, Meester L D, Bridge T C L, Hoffmann A A, Pandolfi J M, Corlett R T, Butchart S H M, Perrce‑Kelly P, Kovacs K M, Dudgeon D, Pacifici M, Rondinini C, Foden W B, Martin T G, Mora C, Bickford D, Watson J E M. 2016. The broad footprint of climate change from genes to biomes to people. Science, 354:aaf7671. | |
Skov F, Svenning J C. 2004. Potential impact of climatic change on the distribution of forest herbs in Europe. Ecography, 27 (3): 366-380. | |
Trombulak S C, Frissell C A. 2000. Review of ecological effects of roads on terrestrial and aquatic communities. Conservation Biology, 14 (1): 18-30. | |
Thuiller W, Broennimann O, Hughes G, Alkemade J R M, Midgley G F, Corsi F. 2006. Vulnerability of African mammals to anthropogenic climate change under conservative land transformation assumptions. Global Change Biology, 12 (3): 424-440. | |
Wang H, Liu H Y, Cao G M, Ma Z Y, Li Y K, Zhang F W, Zhao X, Zhao X Q, Jiang L, Sanders N J, Classen A T, He J S. 2020. Alpine grassland plants grow earlier and faster but biomass remains unchanged over 35 years of climate change. Ecology Letters, 23 (4): 701-710. | |
Wei F W, Yang Q S, Wu Y, Jiang X L, Liu S Y.2022.Taxonomy and Distribution of Mammals in China.Beijing: Science Press.(in Chinese) | |
Wuethrich B. 2000. How climate change alters rhythms of the wild. Science, 287 (5454): 793-795. | |
Yang L P, Meng X M, Zhang X Q. 2011. SRTM DEM and its application advances. International Journal of Remote Sensing, 32 (14): 3875-3896. | |
Yin B F, Huai H Y, Zhang Y L, Zhou L, Wei W H. 2007. Trophic niches of Pantholops hodgsoni, Procapra picticaudata and Equus kiang in Kekexili region.Chinese Journal of Applied Ecology, 18 (4): 766-770. (in Chinese) | |
Zhang C H, Willis C G, Klein J A, Ma Z, Li J Y, Zhou H K, Zhao X Q. 2017. Recovery of plant species diversity during long‑term experimental warming of a species‑rich alpine meadow community on the Qinghai-Tibet Plateau. Biological Conservation, 213: 218-224. | |
Zhao X M, Ren B P, Li D Y, Garber P A, Zhu P F, Xiang Z F, Crueter C C, Liu Z J, Li M. 2019. Climate change, grazing, and collecting accelerate habitat contraction in an endangered primate. Biological Conservation, 231: 88-97. | |
Zhao X M, Li X, Garber P A, Qi X, Xiang Z, Liu X, Lian Z, Li M. 2021. Investment in science can mitigate the negative impacts of land use on declining primate populations. American Journal of Primatology, 83: e23302. | |
吕忠海, 张玮琪, 刘浩, 张明海, 李依然 . 2020. 西藏马鹿与同域野生有蹄类、家畜草青期食性比较. 应用生态学报, 31 (2): 651-658. | |
吕忠海. 2020. 种间竞争影响下西藏马鹿 (Cervus wallichii) 草青期营养采食策略与生境选择及评价. 哈尔滨: 东北林业大学博士学位论文. | |
殷宝法, 淮虎银, 张镱锂, 周乐, 魏万红. 2007. 可可西里地区藏羚羊、藏原羚和藏野驴的营养生态位. 应用生态学报, 18 ( 4): 766-770. | |
蒋志刚, 李立立, 胡一鸣, 胡慧建, 李春旺, 平晓鸽, 罗振华. 2018. 青藏高原有蹄类动物多样性和特有性: 演化与保护. 生物多样性, 26 (2): 158-170. | |
魏辅文, 杨奇森, 吴毅, 蒋学龙, 刘少英.2022.中国兽类分类与分布.北京: 科学出版社. |
[1] | ZHAO Kairui, LIAO Linhong, XIE Lei, DU Yating, DONG Pengmei, XIE Meng, NI Qingyong. Distribution and conservation status of Lorisinae primates in the middle and lower reaches of Nanxi River in southeastern Yunnan [J]. ACTA THERIOLOGICA SINICA, 2024, 44(1): 85-93. |
[2] | SI Huangkai, JIN Zuxiang, ZHANG Kechu, ZHOU Fei, YAO Yongfang, XIAO Hongtao, LI Bajin, Pucuowangjia, XU Huailiang. Seasonal differences in habitat selection of rhesus macaques (Macaca mulatta) in the Western Sichuan Plateau region [J]. ACTA THERIOLOGICA SINICA, 2023, 43(6): 676-688. |
[3] | MENG Bingshun, HUANG Xiaolong, XIE Bo, WANG Weixi, HUANG Jichi, ZHANG Tao, RAN Jingcheng, ZHANG Mingming. Distribution of suitable habitat for ungulates in Fanjingshan National Nature Reserve, Guizhou Province [J]. ACTA THERIOLOGICA SINICA, 2023, 43(6): 664-675. |
[4] | LIU Ke, LIU Yanlin, LI Sheng. The current distribution and prediction of suitable habitat of Eurasian lynx (Lynx lynx) in China [J]. ACTA THERIOLOGICA SINICA, 2023, 43(6): 652-663. |
[5] | WANG Qifan, CHEN Hong, NIU Yingying, ZHANG Zidong, LIANG Zhuo, TIAN Xinmin, ZHANG Minghai, ZHOU Shaochun. Habitat suitability evaluation and corridor construction for sika deer (Cervus nippon hortulorum) in southern Laoyeling, Heilongjiang Province [J]. ACTA THERIOLOGICA SINICA, 2023, 43(5): 489-500. |
[6] | LIN Weiming, WENG Yue, A Jia, WANG Min, WANG Qi, WANG Fang. Preliminary research on daily activity rhythm, habitat use and response to human activity of large Indian civet (Viverra zibetha) in Bayuelin Nature Reserve, Sichuan Province [J]. ACTA THERIOLOGICA SINICA, 2023, 43(4): 364-377. |
[7] | Conglei LI, Shurong TIAN, Yucheng SONG, Hong ZHANG, Dali GAO, Daode YANG, Xiaojie GUI. Population viability analysis of Père David’s deer (Elaphurus davidianus) in Dongting Lake, Hunan Province [J]. ACTA THERIOLOGICA SINICA, 2023, 43(3): 280-292. |
[8] | Liwen HE, Xiaotong YANG, Jirong TENG, Junliang WANG, Sheng LI, Lingyun XIAO, Jian HUANG. Habitat prediction of Asiatic golden cat (Catopuma temminckii) in Baishuijiang National Nature Reserve, Gansu Province [J]. ACTA THERIOLOGICA SINICA, 2023, 43(3): 237-247. |
[9] | Fei MIAO, Zixuan KONG, Shaobin YANG, Peng YU. Effects of cohabitation on emotion and hypothalamic oxytocin expression in middy gerbils [J]. ACTA THERIOLOGICA SINICA, 2023, 43(2): 164-170. |
[10] | Juan HU, Peigen XIE, Tingting LI, Rui GUO, Lijuan XU, Xiao SONG, Aichun XU. Temporal and spatial niche differentiation of sympatric black muntjac and Reeves’ muntjac [J]. ACTA THERIOLOGICA SINICA, 2022, 42(6): 641-651. |
[11] | Zhanlei RONG, Yayue GAO, Shengyun CHEN, Tongzuo ZHANG. Habitat suitability evaluation of snow leopard ( Panthera uncia ) in the Qilian Mountain National Park (Qinghai area), China [J]. ACTA THERIOLOGICA SINICA, 2022, 42(5): 553-562. |
[12] | Xiangyao MENG, Huazhi WANG, Yu ZHOU, Hongke ZHANG, Ying QIAO, Bingyao CHEN. Density estimation and suitable habitat prediction of Indo-Pacific finless porpoise in the Beibu Gulf [J]. ACTA THERIOLOGICA SINICA, 2022, 42(4): 362-369. |
[13] | LIU Jiaqi, WANG Yihan, ZHANG Lei, CUI Ning, LYU Ting, HUANG Yuan, DAI Rong, LI Zhengling, CHEN Mingyong. Potential effect on migration of Asian elephants and human-elephant conflict by the Meng'a reservoir in Menghai County, Xishuangbanna [J]. ACTA THERIOLOGICA SINICA, 2022, 42(3): 227-239. |
[14] | SONG Wenyu, LI Xueyou, ONDITI Kenneth Otieno, JIANG Xuelong. Methodological advances in explaining community assembly with nichebased theory [J]. ACTA THERIOLOGICA SINICA, 2022, 42(3): 312-324. |
[15] | WANG Zixuan, CHEN Minmin, WANG Kangwei, LIAN Yuxi, YU Daoping. Comparison of Yangtze finless porpoise (Neophocaena asiaeorientalis) clustering in different flow patterns [J]. ACTA THERIOLOGICA SINICA, 2022, 42(2): 152-158. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||