基于占域模型的中国珲春地区人虎冲突特征分析

doi:10.16829/j.slxb.150607

摘要/Abstract

摘要： 人虎冲突是全球野生虎(Panthera tigris)保护和种群恢复工作迫切需要解决的问题,而人虎冲突的分布特征是开展冲突管理的重要科学依据。珲春地区是东北虎(P.t.altaica)从俄罗斯向中国扩散的重要廊道,随着东北虎种群数量的逐步增加,该地区的人虎冲突特征亟需开展研究。本文以2016-2020年珲春地区的人虎冲突事件为基础,基于占域模型分析获得人虎冲突发生位点的特征,探究了坡向、海拔、距猎物距离等12个因素对人虎冲突的影响。结果显示,259起人虎冲突均为虎捕食家畜事件,其中东北虎捕食牛的事件约占90%,且主要发生在每年的5-7月。从特征来看,坡向(∑w_i=0.44)、猎物分布(∑w_i=0.28)、海拔(∑w_i=0.18)和距针阔混交林的距离(∑w_i=0.13)对人虎冲突的发生具有较大的影响。人虎冲突在中海拔的阴坡、针阔混交林和猎物活动频繁的区域占域率更高。未来珲春地区应从加强放牧管理、划分不同等级的人虎冲突管理范围和提高社区居民的保护意识等方面来缓解人虎冲突的发生。

关键词: 东北虎, 人虎冲突, 占域模型, 珲春地区

Abstract: Human-tiger conflict (HTC) is an urgent global issue for the conservation and population restoration of tigers (Panthera tigris).Understanding the associated factors related to human-tiger conflict is an important reference of HTC management.Hunchun is an important region for Amur tiger (P.t.altaica) population exchanging between China and Russia,and with the increase of tiger population,it is increasingly urgent to study the correlated factors of HTC in Hunchun.Based on the HTC cases from 2016 to 2020 in Hunchun,we used the occupancy model to analyze the effects of 12 factors related to HTC in the region,such as aspect,altitude,and distance to prey.The results showed that all 259 HTC were caused by tigers preying on livestock,approximately 90% of which are Amur tigers preying on cattle,and most of HTC occurred from May to July every year.The main important factors on HTC were aspect (∑w_i=0.44), prey distribution (∑w_i=0.28),altitude (∑w_i=0.18),and distance to the coniferous and broad-leaved mixed forest (∑w_i=0.13).Human-tiger conflict is more likely to occur on shady slopes,mixed broadleaf-conifer forest,and areas with frequent prey activities.Therefore,to mitigate the HTC in the region,we recommend strengthening management of grazing in the forest,mapping the different regions of management strategy for HTC,and increasing the conservation awareness of local communities.

Key words: Amur tiger, Human-tiger conflict, Occupancy model, Hunchun

中图分类号:

Q958.1

张日, 靳勇超, 朱世兵, 李冬伟, 孙权, 张明海. 基于占域模型的中国珲春地区人虎冲突特征分析[J]. 兽类学报, 2022, 42(2): 144-151.

ZHANG Ri, JIN Yongchao, ZHU Shibing, LI Dongwei, SUN Quan, ZHANG Minghai. Analysis of human-tiger conflict pattern based on the occupancy model in Hunchun, China[J]. ACTA THERIOLOGICA SINICA, 2022, 42(2): 144-151.

参考文献

Berger J O, Barbieri M M. 2004. Optimal predictive model selection.Annals of Statistics, 32 (3):870-897.
Bhattarai B R, Wright W, Morgan D, Cook S, Baral H S. 2019. Managing human-tiger conflict:lessons from Bardia and Chitwan National Parks, Nepal. European Journal of Wildlife Research, 65(3):4.
Burnham K P, Anderson D R. 2002. Model Selection and Multimodel Inference:Apractical Information-theoretic Approach. Springer New York.
Carter N, Jasny M, Gurung B, Liu J G. 2015. Impacts of people and tigers on leopard spatiotemporal activity patterns in a global biodiversity hotspot. Global Ecology and Conservation, 3:149-162.
Chen J Y, Nashun D, Sun Q H, Zhang L J, Tang J R, Lang J M, Liu T, Liu K P, Xiao W H, Bao W D. 2011. Amur tiger and prey in Jilin Hunchun National Nature Reserve, China. Chinese Journal of Zoology, 46 (2):46-52. (in Chinese)
Dou Y Q, Yu H H, Li Y, Luo M C. 2019. Current situation and management suggestions of human-wildlife conflict in nature reserves in China. Chinese Journal of Wildlife, 40 (2):491-496.(in Chinese)
Gao Z Y, Wang J F, Zhang M H. 2020. Analysis of causes and effects of human-tiger conflict and countermeasures. International Journal of Ecology, 9 (4):294-303.
Goodrich J M. 2010. Human-tiger conflict:A review and call for comprehensive plans. Integrative Zoology, 5 (4):300-312.
Hebblewhite M, Zimmermann F, Li Z, Miquelle D G, Zhang M, Sun H, Morschel F, Wu Z, Sheng L, Purekhovsky A, Chunquan Z. 2012. Is there a future for Amur tigers in a restored tiger conservation landscape in Northeast China? Animal Conservation, 15(6):579-592.
Inskip C, Zimmermann A. 2009. Human-felid conflict:a review of patterns and priorities worldwide. Oryx, 43 (1):18-34.
Inskip C, Ridout M, Fahad Z, Tully R, Barlow A, Barlow C G, Islam M A, Roberts T, MacMillan D. 2013. Human-tiger conflict in context:risks to lives and livelihoods in the Bangladesh Sundarbans. Human Ecology, 41 (2):169-186.
Jin Y C, Kong W Y, Yan H, Bao G D, Zhang M H. 2021. Multi-scale spatial prediction of wild boar damage risk in hunchun:a key tiger range in China. Animals, 11(4). DOI:10. 3390/ani11041012
Karanth K U, Gopalaswamy A M, Kumar N S, Vaidyanathan S, Nichols J D, MacKenzie D I. 2011. Monitoring carnivore populations at the landscape scale:Occupancy modelling of tigers from sign surveys. Journal of Applied Ecology, 48 (4):1048-1056.
Karanth K U, Stith B M. 1999. Prey depletion as a critical determinant of tiger population viability. In:Seidenstieker J, Christie S, Jackson P eds. Riding the Tiger. Cambridge:Cambridge University Press, 100-113.
Kéry M, Guillera-Arroita G, Lahoz-Monfort J J. 2013. Analysing and mapping species range dynamics using occupancy models.Journal of Biogeography, 40 (8):1463-1474.
Kong W Y. 2019. Multi-scale wild boar damage prediction in the key area of Siberian tiger distribution in Jilin province. Ph. D thesis.Harbin:Northeast Forestry University. (in Chinese)
Lan C Z, Tian Y, Jin Y C. 2015. Conservation status and constraints for Panthera tigris altaica in China. Sichuan Journal of Zoology, 34 (5):780-786. (in Chinese)
Landa A, Gudvangen K, Swenson J E, Raskaft E. 1999. Factors associated with wolverine (Gulo gulo) predation on domestic sheep.Journal of Applied Ecology, 36 (6):963-973.
Li B, Zhang E, Liu Z. 2009. Livestock depredation by Amur tigers in Hunchun Nature Reserve, Jilin, China. Acta Theriologica Sinica, 29 (3):231-238.
Li B. 2009. Status of Amur tiger and prey population in Hunchun Nature Reserve, China and conservation research. Ph. D thesis.Shanghai:East China Normal University. (in Chinese)
Li M, Fu Y W, Liao T, Li D R, Ran J H, Du Y P, Yang X Y. 2020. Distribution change and its causes of the clouded leopard (Nefelis nebulosa) in southeastern Sichuan. Acta Ecologica Sinica, 40(17):5940-5948. (in Chinese)
Li W P, Bao H, Zhang M H. 2017. Habitat analysis and design of potential corridors for Amur tiger in Northeastern China. Acta Theriologica Sinica, 37 (4):317-326. (in Chinese)
Li Y, Wang B, Huang Y L, Li Y F, Li Q, Shi L. 2013. Microscopy histological analysis of diet and trophic niche of three free grazing livestock in Tianshan Mountain area. Journal of Domestic Animal Ecology, 34 (9):65-68. (in Chinese)
Linkie M, Dinata Y, Nugroho A, Haidir I A. 2007. Estimating occupancy of a data deficient mammalian species living in tropical rainforests:Sun bears in the Kerinci Seblat region, Sumatra. Biological Conservation, 137 (1):20-27.
Liu Y Z, Liu W T, Feng B, Shi G, Sun C C, Li C D, Zhang X F, Dong Q M. 2021. Effects of slope aspect and elevation on vegetation distribution pattern of alpine mountain meadow. Acta Agrestia Sinica, 29 (6):1166-1173. (in Chinese)
Liu F. 2016. Habitat evaluation and potential corridor analysis of wild Amur tiger in Hunchun, Jilin Province. Ph. D thesis. Beijing:Beijing Forestry University. (in Chinese)
Long R A, Donovan T M, Mackay P, Zielinski W J, Buzas J S. 2011.Predicting carnivore occurrence with noninvasive surveys and occupancy modelling. Landscape Ecology, 26 (3):327-340.
Lv 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)
MacKenzie D I, Nichols J D, Royle J A, Pollock K H, Bailey L L, Hines J E. 2006. Occupancy estimation and modeling:inferring patterns and dynamics of species occurrence. Wildlife Society Bulletin, 34 (4):1243-1244.
Miquelle D G, Nikolaev I G, Goodrich J. 2005. Searching for thecoexistence recipe:A case study of conflicts between people and tigers in the Russian Far East. In:Woodruffe R, Thirgood S eds.
People and Wildlife:Conflict or Co-existence? Cambridge:Cambridge University Press, 305-322.
Pettigrew M, Xie Y, Kang A L, Rao M, Goodrich J, Liu T, Berger J. 2012. Human-carnivore conflict in China:A review of current approaches with recommendations for improved management. Integrative Zoology, 7 (2):10-26.
Qi J Z, Gu J Y, Ning Y, Miquelle D G, Holyoak M, Wen D S, Liang X, Liu S Y, Roberts N J, Yang E Y, Lang J M, Wang F Y, Li C, Liang Z, Liu P Q, Ren Y, Zhou S C, Zhang M H, Ma J Z, Chang J, Jiang G S. 2021. Integrated assessments call for establishing a sustainable meta-population of Amur tigers in northeast Asia. Biological Conservation, 261. DOI:10. 1016/j. biocon. 2021. 109250
Rovero F, Martin E, Rosa M, Ahumada J A, Spitale D. 2014. Estimating species richness and modelling habitat preferences of tropical forest mammals from camera trap data. PLoS ONE, 9:e103300.
Shi X Y, Shi X G, Hu Q, Guan T P, Fu Q, Zhang J, Yao M, Li S. 2019.Evaluating the potential habitat overlap and predation risk between snow leopards and free-range yaks in the Qionglai Mountains, Sichuan. Biodiversity Science, 27 (9):951-959. (in Chinese)
Struebig M J, Deere N J, Matthew L, Martyr D J, Betty M, Faulkner S C, Le C S C, Mangunjaya F M, Nigel L W, Mckay J E. 2018. Addressing human-tiger conflict using socio-ecological information on tolerance and risk. Nature Communication, 9 (1):3455.
Treves A, Karanth K U. 2003. Human-carnivore conflict and perspectives on carnivore management worldwide. Conservation Biology, 17 (6):1491-1499.
Wang T M, Royle J A, Smith J L D, Zou L, Lu X Y, Li T, Yang H T, Li Z L, Feng R N, Bian Y J, Feng L M, Ge J P. 2018. Living on the edge:Opportunities for Amur tiger recovery in China. Biological Conservation, 217:269-279.
Woodroffe R, Thirgood S, Rabinowitz A. 2005. The impact of human-wildlife conflict on natural systems. In:Woodroffe R, Thirgood S, Rabinowitz A eds. People and Wildlife:Conflict or Coexistence? Cambridge University Press, Cambridge, United Kingdom, 1-12.
Xiao W H, Hebblewhite M, Robinson H, Feng L M, Zhou B, Mou P, Wang T M, Ge J P. 2018. Relationships between humans and ungulate prey shape Amur tiger occurrence in a core protected area along the Sino-Russian border. Ecology and Evolution, 8 (3):11677-11693.
Yang H T, Han S Y, Xie B, Mou P, Kou X J, Wang T M, Ge J P, Feng L. 2019. Do prey availability, human disturbance and habitat structure drive the daily activity patterns of Amur tigers (Panthera tigris altaica)? Journal of Zoology, 307 (2):131-140.
Zhang Q, Sun X M, Yang J, Kang Y K, Yao B H, Su J H. 2019. Effect of aspect on species functional group and species diversity in alpine meadow of the east of Qilian Mountain. Acta Botanica Boreali-Occidentalia Sinica, 39 (8):1480-1490. (in Chinese) Zhang C Z. 2013. Study on Amur tiger and prey monitoring, and conflict between tiger and human in Northeast China. Ph. D thesis.Harbin:Northeast Forestry University. (in Chinese)
Zohary D, Tchernov E, Horwitz L. 1998. The role of unconscious selection in the domestication of sheep and goats. Journal of Zoology, 245 (2):129-135.
孔维尧. 2019. 吉林省东北虎重点分布区多尺度野猪损害空间分布预测. 哈尔滨:东北林业大学博士学位论文.
兰存子, 田瑜, 靳勇超. 2015. 我国东北虎的保护现状与制约因素. 四川动物, 34 (5):780-786.
史晓昀, 施小刚, 胡强, 官天培, 付强, 张剑, 姚蒙, 李晟. 2019. 四川邛崃山脉雪豹与散放牦牛潜在分布重叠与捕食风险评估. 生物多样性, 27 (9):951-959.
毕帅奇, 毕俊怀. 2009. 蒙古野驴与草食有蹄类家畜冬季食物竞争的研究. 内蒙古师范大学学报 (自然科学汉文版), 38 (1):79-84.
刘芳. 2016. 吉林珲春野生东北虎栖息地生境评价与潜在廊道分析. 北京:北京林业大学博士学位论文.
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.
刘玉祯, 刘文亭, 冯斌, 时光, 孙彩彩, 李彩弟, 张小芳, 董全民. 2019.坡向和海拔对高寒山地草甸植被分布格局特征的影响.草地学报, 29 (6):1166-1173.
李冰. 2009. 珲春自然保护区东北虎及猎物种群现状及保护研究.上海:华东师范大学博士学位论文.
李蔓, 付焱文, 廖婷, 李东睿, 冉江洪, 杜一平, 杨旭煜. 2020.四川东南地区云豹 (Neofelis nebulosa) 分布区变化及其成因. 生态学报, 40 (17):5940-5948.
李维平, 包衡, 张明海. 2017. 中国东北虎栖息地分析与潜在生态廊道构建.兽类学报, 37 (4):317-326.
李叶, 王兵, 黄永丽, 李彦飞, 李晴, 时磊. 2013. 天山地区三种自由放牧家畜食性和营养生态位的显微组织分析.家畜生态学报, 34(9):65-68.
陈九屹, 那顺得力格尔, 孙全辉, 张逦嘉, 唐继荣, 郎建民, 刘通, 刘昆鹏, 肖文宏, 鲍伟东. 2011. 吉林珲春自然保护区东北虎及其猎物资源调查.动物学杂志, 46 (2):46-52.
张倩, 孙小妹, 杨晶, 康宇坤, 姚宝辉, 苏军虎. 2019. 坡向对东祁连山高寒草甸群落物种功能群及其多样性的影响. 西北植物学报, 39 (8):1480-1490.
张常智. 2013. 东北虎及其猎物种群监测和人虎冲突研究. 哈尔滨:东北林业大学博士学位论文.
常国军. 2014. 草食家畜的采食行为与牧场管理. 北京农业, (15):139.
窦亚权, 余红红, 李娅, 罗明灿. 2019. 我国自然保护区人与野生动物冲突现状及管理建议. 野生动物学报, 40 (2):491-496.

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[11]	周绍春,海义,张明海,向东,杨娇,李林,. 黑龙江省东北虎分布区域及其数量动态 [J]. , 2008, 28(2): 165-173.
[12]	侯志军，华育平，刘建丽，曾祥伟，柴洪亮，孙颖，刘丹，夏咸柱. 东北虎源等孢球虫的发现[J]. , 2008, 28(1): 96-100.
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[14]	白秀娟. 圈养东北虎ISSR 指纹分析初报[J]. , 2004, 24(1): 90-92.
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