生物多样性 ›› 2022, Vol. 30 ›› Issue (9): 21551. DOI: 10.17520/biods.2021551
收稿日期:
2021-12-31
接受日期:
2022-07-14
出版日期:
2022-09-20
发布日期:
2022-07-29
通讯作者:
姜广顺
作者简介:
* E-mail: jgshun@126.com基金资助:
Received:
2021-12-31
Accepted:
2022-07-14
Online:
2022-09-20
Published:
2022-07-29
Contact:
Guangshun Jiang
摘要:
虎(Panthera tigris)和豹(P. pardus)及有蹄类猎物的种群数量监测是虎豹保护的核心任务, 也是制定有效管理、保护和恢复措施的基础。近年来, 国内外用于虎豹种群数量监测的方法主要有: 信息网络收集法、基于标志重捕模型的红外相机调查法和非损伤采样粪便DNA分析技术; 有蹄类猎物的监测方法主要有: 样线法、样带法、大样方法、红外相机调查技术和非损伤性遗传标志重捕法。每种监测方法基于的假设前提和生态学原理不同, 监测结果的准确度也不同。由于监测物种的生物学特征、种群分布状况、监测目标和空间尺度或环境因素各异, 每种方法的适用性也不同。本文从野外调查设计、数据收集、处理分析等方面对虎豹及其有蹄类猎物数量监测方法的应用过程和统计原理进行了介绍, 分析了各种监测方法的优缺点, 并针对在虎豹监测中相机布设密度过大可能造成的伪重复抽样, 以及应用虎豹监测设计的自动相机监测替代猎物种群监测数量的评估等不科学的方面进行了探讨和建议。
韦怡, 姜广顺 (2022) 虎豹及有蹄类猎物种群数量监测方法概述. 生物多样性, 30, 21551. DOI: 10.17520/biods.2021551.
Yi Wei, Guangshun Jiang (2022) Overview of monitoring methods for tigers, leopards and ungulate prey. Biodiversity Science, 30, 21551. DOI: 10.17520/biods.2021551.
图1 各监测方法时间发展线。IN、CT-CMR、NS为虎豹监测技术。IN: 信息网络收集法; CT-CMR: 基于标记重捕模型的红外相机调查法; NS: 非损伤性采样粪便DNA分析法。LT、BT、SP、CT、NI-CMR为有蹄类动物种群监测技术。LT: 样线法; BT: 样带法; SP: 大样方法; CT: 红外相机监测法; NI-CMR: 非损伤性遗传标志重捕法。
Fig. 1 Time development line of each monitoring method. IN, NS and CT-CMR are the monitoring techniques for tigers and leopards.. IN is for information network method; CT-CMR is for camera trap based on capture-recapture model; NS is for noninvasive sampling. LT, BT, SP, CT and NI-CMR are the monitoring techniques of ungulates. LT, Line transect method; BT, Belt transect method; SP, Sample plot; CT, Camera trapping; NI-CMR, Noninvasive genetic method based on the capture-recapture model.
方法 Method | 取样 Sampling | 取样难度 Difficulty in sampling | 可获种群信息 Available population information | 数量评估准确率 Accuracy of estimated quantity | 时间资金成本 The cost of time and money | 最佳应用 The best application situation |
---|---|---|---|---|---|---|
信息网络收集法 Information network method | 足迹 Footprint | 简单 Easy | (1)数量 Quantity (2)性别 Sex (3)年龄 Age | 低 Low | 低 Low | 大空间尺度下, 虎豹个体处于游荡状态 At large spatial scales, tiger and leopard are in a wandering state |
基于标志重捕模型的红外相机调查法 Camera trap based on capture-recapture model | 影像数据 Image data | 较难 Medium difficult | (1)数量 Quantity (2)性别 Sex (3)活动节律 Activity rhythm | 中 Medium | 中 Medium | 虎豹种群稳定存在 Tiger and leopard populations are stable in the study area |
非损伤采样粪便DNA分析法 Noninvasive sampling | 粪便 Scat | 难 Diffcult | (1)数量 Quantity (2)性别 Sex (3)年龄 Age (4)遗传信息 Genetic information | 高 High | 高 High | 小空间尺度下, 虎豹种群数量小 At small spatial scales, tiger and leopard populations are small |
表1 虎豹种群数量各监测方法特点
Table 1 The characteristics of monitoring methods of tiger and leopard populations
方法 Method | 取样 Sampling | 取样难度 Difficulty in sampling | 可获种群信息 Available population information | 数量评估准确率 Accuracy of estimated quantity | 时间资金成本 The cost of time and money | 最佳应用 The best application situation |
---|---|---|---|---|---|---|
信息网络收集法 Information network method | 足迹 Footprint | 简单 Easy | (1)数量 Quantity (2)性别 Sex (3)年龄 Age | 低 Low | 低 Low | 大空间尺度下, 虎豹个体处于游荡状态 At large spatial scales, tiger and leopard are in a wandering state |
基于标志重捕模型的红外相机调查法 Camera trap based on capture-recapture model | 影像数据 Image data | 较难 Medium difficult | (1)数量 Quantity (2)性别 Sex (3)活动节律 Activity rhythm | 中 Medium | 中 Medium | 虎豹种群稳定存在 Tiger and leopard populations are stable in the study area |
非损伤采样粪便DNA分析法 Noninvasive sampling | 粪便 Scat | 难 Diffcult | (1)数量 Quantity (2)性别 Sex (3)年龄 Age (4)遗传信息 Genetic information | 高 High | 高 High | 小空间尺度下, 虎豹种群数量小 At small spatial scales, tiger and leopard populations are small |
方法 Method | 数据类型 The type of data | 关键技术或参数 Key technology/parameter | 主要误差 Dominant error | 相关花费 Cost | 最佳应用 The best application situation |
---|---|---|---|---|---|
样线法 Line transect method | 足迹 Footprint | 足迹链数量 The number of footprint chains | (1)日活动距离 The distance of daily activities (2)足迹的辨别 The discrimination of footprints | 低 Low | 短时间内衡量北方调查区域内有蹄类种群的资源状况 To measure the resource status of ungulates in the northern survey area in a short time |
样带法 Belt transect method | 活动痕迹 Trace | 痕迹数量 The number of trace | (1)样带宽度 The width of sample belt (2)换算系数 The conversion factor | 低 Low | 无雪地区的有蹄类种群数量调查 A survey of ungulate populations in snow-free areas |
样方法 Sample plot | 足迹 Footprint | 足迹数量和方向 The number and direction of footprint chains | 足迹的辨别 The discrimination of footprints | 低 Low | 北方有蹄类数量调查 The survey on the number of ungulates in the north |
红外相机调查法 Camera trap | 影像 Image | (1)相对多度指数 Relative abundance index (2)随机相遇模型 Random encounter model | (1) RAI与密度的相关性 The correlation between RAI and density (2)布设密度 The layout density of infrared camera (3)动物移动速率 The moving rate of animals | 中 Medium | (1)生物本地资源调查 To investigation of biological local resources (2)快速评估调查 The rapid assessment survey |
非损伤性遗传标志重捕法 Noninvasive genetic method based on the capture-recapture model | 粪便 Scat | (1)微卫星技术 Micro satellite (2)标志重捕模型Capture-recapture model | (1) DNA降解 DNA degradation (2)基因分型错误 Genotyping errors | 高 High | 小空间尺度下, 有蹄类种群规模小 On a small spatial scale, ungulates have a small population size |
表2 有蹄类种群数量各监测方法特点
Table 2 The characteristics of monitoring methods of ungulate populations
方法 Method | 数据类型 The type of data | 关键技术或参数 Key technology/parameter | 主要误差 Dominant error | 相关花费 Cost | 最佳应用 The best application situation |
---|---|---|---|---|---|
样线法 Line transect method | 足迹 Footprint | 足迹链数量 The number of footprint chains | (1)日活动距离 The distance of daily activities (2)足迹的辨别 The discrimination of footprints | 低 Low | 短时间内衡量北方调查区域内有蹄类种群的资源状况 To measure the resource status of ungulates in the northern survey area in a short time |
样带法 Belt transect method | 活动痕迹 Trace | 痕迹数量 The number of trace | (1)样带宽度 The width of sample belt (2)换算系数 The conversion factor | 低 Low | 无雪地区的有蹄类种群数量调查 A survey of ungulate populations in snow-free areas |
样方法 Sample plot | 足迹 Footprint | 足迹数量和方向 The number and direction of footprint chains | 足迹的辨别 The discrimination of footprints | 低 Low | 北方有蹄类数量调查 The survey on the number of ungulates in the north |
红外相机调查法 Camera trap | 影像 Image | (1)相对多度指数 Relative abundance index (2)随机相遇模型 Random encounter model | (1) RAI与密度的相关性 The correlation between RAI and density (2)布设密度 The layout density of infrared camera (3)动物移动速率 The moving rate of animals | 中 Medium | (1)生物本地资源调查 To investigation of biological local resources (2)快速评估调查 The rapid assessment survey |
非损伤性遗传标志重捕法 Noninvasive genetic method based on the capture-recapture model | 粪便 Scat | (1)微卫星技术 Micro satellite (2)标志重捕模型Capture-recapture model | (1) DNA降解 DNA degradation (2)基因分型错误 Genotyping errors | 高 High | 小空间尺度下, 有蹄类种群规模小 On a small spatial scale, ungulates have a small population size |
[1] |
Anderson CW, Nielsen CK, Hester CM, Hubbard RD, Stroud JK, Schauber EM (2013) Comparison of indirect and direct methods of distance sampling for estimating density of white-tailed deer. Wildlife Society Bulletin, 37, 146-154.
DOI URL |
[2] |
Andrés O, Malin A, Jens P, OleGunnar S, Swenson JE, Jonas K (2021) Effects of human disturbance on terrestrial apex predators. Diversity, 13, 68.
DOI URL |
[3] | Brinkman TJ, Person DK, Chapin FSL, Smith W, Hundertmark KJ (2011) Estimating abundance of Sitka black-tailed deer using DNA from fecal pellets. Journal of Wildlife Management, 75, 232-242. |
[4] |
Carbone C, Christie S, Conforti K, Coulson T, Franklin N, Ginsberg JR, Griffiths M, Holden J, Kawanishi K, Kinnaird M, Laidlaw R, Lynam A, Martyr D, O’Brien T, Seidensticker J, Sunquist M, Tilson R, Shahruddin WN (2001) The use of photographic rates to estimate densities of tigers and other cryptic mammals. Animal Conservation, 4, 75-79.
DOI URL |
[5] |
Carter A, Potts J, Roshier D (2019) Toward reliable population density estimates of partially marked populations using spatially explicit mark-resight methods. Ecology and Evolution, 9, 2131-2141.
DOI URL |
[6] |
Cavallini P (1992) Ranging behavior of the red fox (Vulpes vulpes) in rural southern Japan. Journal of Mammalogy, 73, 321-325.
DOI URL |
[7] | Chao A, Huggins RM (2010) Two classical closed-population capture-recapture models. In: Handbook of Capture- Recapture Analysis (eds Amstrup SC, McDonald TL, Manly BFJ), pp. 22-35. Princeton University Press, Princeton. |
[8] | Chen HH (1989) Discussing some problems on ungulates population survey in China. Chinese Journal of Wildlife, (6), 17-21. (in Chinese with English abstract) |
[陈华豪 (1989) 有蹄类数量调查方法的讨论. 野生动物, (6), 17-21.] | |
[9] | Chen HH, Chang H (1987) The line transect sampling method and inverse line transect method of wildlife population survey. Acta Theriologica Sinica, 7, 58-66. (in Chinese with English abstract) |
[陈华豪, 常虹 (1987) 哺乳类动物数量调查中的截线抽样法与逆向截线法. 兽类学报, 7, 58-66.] | |
[10] | Chen JY, Nasendelger, Sun QH, Zhang LJ, Tang JR, Lang JM, Liu T, Liu KP, Xiao WH, Bao WD (2011) Amur tiger and prey in Jilin Hunchun National Nature Reserve, China. Chinese Journal of Zoology, 46(2), 46-52. (in Chinese with English abstract) |
[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.] | |
[11] |
Chu HJ, Jiang ZG, Ge Y, Jiang F, Tao YS, Wang C (2009) Population densities and number of Khulan and goitred gazelle in Mt. Kalamaili Ungulate Nature Reserve. Biodiversity Science, 17, 414-422. (in Chinese with English abstract)
DOI |
[初红军, 蒋志刚, 葛炎, 蒋峰, 陶永善, 王臣 (2009) 卡拉麦里山有蹄类自然保护区蒙古野驴和鹅喉羚种群密度和数量. 生物多样性, 17, 414-422.]
DOI |
|
[12] |
Deuter R, Pietsch S, Hertel S, Müller O (1995) A method for preparation of fecal DNA suitable for PCR. Nucleic Acids Research, 23, 3800-3801.
PMID |
[13] |
Dillon A, Kelly MJ (2007) Ocelot Leopardus pardalis in Belize: The impact of trap spacing and distance moved on density estimates. Oryx, 41, 1-9.
DOI URL |
[14] | Ding CQ, Xu L, Zhang ZW (2003) Line transect method in avian census. Chinese Journal of Ecology, 22, 127-130. (in Chinese with English abstract) |
[丁长青, 许龙, 张正旺 (2003) 样线法在鸟类数量调查中的运用. 生态学杂志, 22, 127-130.] | |
[15] | Dou HL, Yang HT, Feng LM, Mou P, Wang TM, Ge JP (2016) Estimating the population size and genetic diversity of Amur tigers in northeast China. PLoS ONE, 11, e0154254. |
[16] | Feng LM, Wang LF, Wang B, Smith JLD, Zhang L (2013) Population status of the Indochinese tiger (Panthera tigris cobetti) and density of the three primary ungulate prey species in Shangyong Nature Reserve, Xishuangbanna, China. Acta Theriologica Sinica, 33, 308-318. (in Chinese with English abstract) |
[冯利民, 王利繁, 王斌, Smith JLD, 张立 (2013) 西双版纳尚勇自然保护区野生印支虎及其三种主要有蹄类猎物种群现状调查. 兽类学报, 33, 308-318.] | |
[17] | Foster RJ, Harmsen BJ (2012) A critique of density estimation from camera-trap data. Journal of Wildlife Management, 76, 224-236. |
[18] |
Foucault F, Praz F, Jaulin C, Amor-Gueret M (1996) Experimental limits of PCR analysis of (CA)n repeat alterations. Trends in Genetics, 12, 450-452.
PMID |
[19] | Gates CE, Burnham KP, Anderson DR, Laake JL (1981) Estimation of density from line transect sampling of biological populations. Biometrics, 37, 413. |
[20] |
Gerloff U, Schlötterer C, Rassmann K, Rambold I, Hohmann G, Fruth B, Tautz D (1995) Amplification of hypervariable simple sequence repeats (microsatellites) from excremental DNA of wild living bonobos (Pan paniscus). Molecular Ecology, 4, 515-518.
DOI URL |
[21] |
Goodrich JM, Miquelle DG, Smirnov EN, Kerley LL, Quigley HB, Hornocker MG (2010) Spatial structure of Amur (Siberian) tigers (Panthera tigris altaica) on Sikhote-Alin Biosphere Zapovednik, Russia. Journal of Mammalogy, 91, 737-748.
DOI URL |
[22] | Gu JY (2017) The Status of Current Population and Distribution, Winter Prey Selection and Movement Characteristics of Amur Tigers (Panthera tigris altaica) in China. PhD dissertation, Northeast Forestry University, Harbin. (in Chinese with English abstract) |
[顾佳音 (2017) 中国东北虎种群现状、冬季猎物选择及运动特征研究. 博士学位论文, 东北林业大学, 哈尔滨.] | |
[23] |
Gu JY, Alibhai SK, Jewell ZC, Jiang GS, Ma JZ (2014) Sex determination of Amur tigers (Panthera tigris altaica) from footprints in snow. Wildlife Society Bulletin, 38, 495-502.
DOI URL |
[24] | Gu JY, Liu H, Jiang GS (2013) A review of potential techniques for indentifying individual Amur tigers (Panthera tigris altaica). Chinese Journal of Wildlife, 34, 229-237, 248. (in Chinese with English abstract) |
[顾佳音, 刘辉, 姜广顺 (2013) 东北虎(Panthera tigris altaica)个体识别技术研究进展. 野生动物, 34, 229-237, 248.] | |
[25] |
Harris GM, Butler MJ, Stewart DR, Rominger EM, Ruhl CQ (2020) Accurate population estimation of Caprinae using camera traps and distance sampling. Scientific Reports, 10, 17729.
DOI PMID |
[26] | Harris RB, Liu YS, Cai GQ, O’Gara BW (1992) Line transects for estimating density of musk deer pellet groups. Acta Theriologica Sinica, 12, 302-305, 293. (in Chinese with English abstract) |
[Harris RB, 刘永生, 蔡桂全, O’Gara BW (1992) 使用样线法进行马麝粪堆密度的测量. 兽类学报, 12, 302-305, 293.] | |
[27] |
Hiby L, Lovell P, Patil N, Kumar NS, Gopalaswamy AM, Karanth KU (2009) A tiger cannot change its stripes: Using a three-dimensional model to match images of living tigers and tiger skins. Biology Letters, 5, 383-386.
DOI PMID |
[28] | Huang XY, Hu DF, Tang XP, Wang ZC, Liu WS (2004) Field survey of South China tigers and their habitat evaluation in Hupingshan National Reserve. Journal of Zhejiang Forestry College, 21, 180-184. (in Chinese with English abstract) |
[黄祥云, 胡德夫, 唐小平, 王志臣, 刘伟石 (2004) 壶瓶山自然保护区华南虎野外调查及栖息地评价. 浙江林学院学报, 21, 180-184.] | |
[29] |
Hurlbert S (1984) Pseudoreplication and the design of ecological field experiments. Ecological Monographs, 54, 187-211.
DOI URL |
[30] |
Jennelle CS, Runge MC, MacKenzie DI (2002) The use of photographic rates to estimate densities of tigers and other cryptic mammals: A comment on misleading conclusions. Animal Conservation, 5, 119-120.
DOI URL |
[31] |
Karanth KU, Nichols JD (1998) Estimation of tiger densities in India using photographic captures and recaptures. Ecology, 79, 2852-2862.
DOI URL |
[32] |
Karanth KU, Nichols JD, Seidenstricker J, Dinerstein E, Smith JLD, McDougal C, Johnsingh AJT, Chundawat RS, Thapar V (2003) Science deficiency in conservation practice: The monitoring of tiger populations in India. Animal Conservation, 6, 141-146.
DOI URL |
[33] |
Karanth KU, Sunquist ME (1995) Prey selection by tiger, leopard and dhole in tropical forests. The Journal of Animal Ecology, 64, 439.
DOI URL |
[34] |
Kohn MH, Wayne RK (1997) Facts from feces revisited. Trends in Ecology & Evolution, 12, 223-227.
DOI URL |
[35] | Laguardia A (2015) Distribution, Status and Monitoring Strategies of the Leopard Panthera pardus in China. PhD dissertation, Beijing Forestry University, Beijing. (in Chinese with English abstract) |
[Laguardia A (2015) 中国金钱豹(Panthera pardus)的分布、现状与监测策略. 博士学位论文, 北京林业大学, 北京.] | |
[36] | Li B (2010) Status of Amur Tiger and Prey Population in Hunchun Nature Reserve, China and Conservation Research. PhD dissertation, East China Normal University, Shanghai. (in Chinese with English abstract) |
[李冰 (2010) 珲春自然保护区东北虎及猎物种群现状及保护研究. 博士学位论文, 华东师范大学, 上海.] | |
[37] |
Li YH (2021) A review on estimating population size of large and medium-sized mammals. Biodiversity Science, 29, 1700-1717. (in Chinese with English abstract)
DOI |
[李月辉 (2021) 大中型兽类种群数量估算的研究进展. 生物多样性, 29, 1700-1717.]
DOI |
|
[38] |
Li ZL, Kang AL, Lang JM, Xue YG, Ren Y, Zhu ZW, Ma JZ, Liu PQ, Jiang GS (2014) On the assessment of big cats and their prey populations based on camera trap data. Biodiversity Science, 22, 725-732. (in Chinese with English abstract)
DOI |
[李治霖, 康霭黎, 郎建民, 薛延刚, 任毅, 朱志文, 马建章, 刘培琦, 姜广顺 (2014) 探讨基于红外相机技术对大型猫科动物及其猎物的种群评估方法. 生物多样性, 22, 725-732.]
DOI |
|
[39] | Lin JZ, Li SQ, Wang GH, Shi ZP, Liu J, Wang ZX, Zhou QH (2020) Comparison of hectare and kilometer grid sampling strategy with camera traps: A case study in Nonggang National Nature Reserve, China. Journal of Guangxi Normal University (Natural Science Edition), 38, 92-103. (in Chinese with English abstract) |
[林建忠, 李生强, 汪国海, 施泽攀, 刘佳, 王振兴, 周岐海 (2020) 公顷网格与公里网格红外相机监测方案比较——以广西弄岗保护区为例. 广西师范大学学报(自然科学版), 38, 92-103.] | |
[40] | Liu H, Jiang GS, Li H (2015) A comparative study on four survey methods used in ungulate population size estimation in winter in North China. Acta Ecologica Sinica, 35, 3076-3086. (in Chinese with English abstract) |
[刘辉, 姜广顺, 李惠 (2015) 北方冬季有蹄类动物4种数量调查方法的比较. 生态学报, 35, 3076-3086.] | |
[41] | Liu P, Peng XW (2005) Investigation on east Chinese tigers and their habitat in Yihuang County, Jiangxi Province. Jiangxi Forestry Science and Technology, 33(5), 32-33, 63. (in Chinese with English abstract) |
[刘萍, 彭贤文 (2005) 江西宜黄华南虎及栖息地调查. 江西林业科技, 33(5), 32-33, 63.] | |
[42] | Lu QB, Hu JC (2002) Population analysis for Selenarctos thibelanus in the Minshan Mountains. Chinese Journal of Ecology, 21, 12-14, 81. (in Chinese with English abstract) |
[鲁庆彬, 胡锦矗 (2002) 岷山山系黑熊的种群数量及分析. 生态学杂志, 21, 12-14, 81.] | |
[43] |
Maffei L, Cuéllar E, Noss A (2004) One thousand jaguars (Panthera onca) in Bolivia’s Chaco? Camera trapping in the Kaa-Iya National Park. Journal of Zoology, 262, 295-304.
DOI URL |
[44] |
McCallum H (1994) Risk assessment in conservation biology. Pacific Conservation Biology, 1, 372
DOI URL |
[45] |
McDonald TL, Amstrup SC (2001) Estimation of population size using open capture-recapture models. Journal of Agricultural, Biological, and Environmental Statistics, 6, 206-220.
DOI URL |
[46] | Miquelle D, Pikunov D, Dunishenko YM, Aramilev VV, Nikolaev IG, Abramov VK, Smirnov EN, Salkina GP, Seryodkin I, Gaponov VV, Fomenko PV, Litvinov MN, Kostyria AV, Yudin VG, Korkisko VG, Murzin AA (2007) 2005 Amur tiger census. Cat News, 46, 14-15. |
[47] | Moeller AK, Lukacs PM, Horne JS (2018) Three novel methods to estimate abundance of unmarked animals using remote cameras. Ecosphere, 9, e02331. |
[48] |
Nakashima Y, Fukasawa K, Samejima H (2018) Estimating animal density without individual recognition using information derivable exclusively from camera traps. Journal of Applied Ecology, 55, 735-744.
DOI URL |
[49] | Nakashima Y, Hongo S, Akomo-Okoue EF (2020) Landscapescale estimation of forest ungulate density and biomass using camera traps: Applying the REST model. Biological Conservation, 241, 108381. |
[50] |
Ning Y, Roberts NJ, Qi JZ, Peng Z, Long Z, Zhou S, Gu JY, Hou Z, Yang E, Ren Y, Lang J, Liang Z, Zhang M, Ma J, Jiang GS (2021) Inbreeding status and implications for Amur tigers. Animal Conservation, doi: 10.1111/acv.12761.
DOI |
[51] | Niu HS, Cui XY, Wang SP, Wang YF (2009) Three common errors in Chinese ecological experimental design and interpretation. Acta Ecologica Sinica, 29, 3901-3910. (in Chinese with English abstract) |
[牛海山, 崔骁勇, 汪诗平, 王艳芬 (2009) 生态学试验设计与解释中的常见问题. 生态学报, 29, 3901-3910.] | |
[52] |
O’Brien TG, Kinnaird MF, Wibisono HT (2003) Crouching tigers, hidden prey: Sumatran tiger and prey populations in a tropical forest landscape. Animal Conservation, 6, 131-139.
DOI URL |
[53] | Piao RZ, Guan GS, Zhang MH (1995) Population size and distribution of moose in China. Acta Theriologica Sinica, 15, 11-16. (in Chinese with English abstract) |
[朴仁珠, 关国生, 张明海 (1995) 中国驼鹿种群数量及分布现状的研究. 兽类学报, 15, 11-16.] | |
[54] | Pikunov DG, Miquelle DG, Seryodkin IV, Nikolaev IG, Dunishenko YM (2014) Winter Track Surveys of Amur Tigers in the Russian Far East: Methods and History of Tiger Surveys. Dalnauka, Vladivostok, Russia. |
[55] | Pikunov DG, Seryodkin IV, Solkin VA (2010) The Amur Tiger: History, Distribution, Population Dynamics, Ecology, and Conservation Strategies. Dalnauka, Vladivostok, Russia. |
[56] |
Plumptre AJ (2000) Monitoring mammal populations with line transect techniques in African forests. Journal of Applied Ecology, 37, 356-368.
DOI URL |
[57] | Qi JZ (2018) Spatial and Temporal Dynamics Analysis of Amur Leopard and Threshold Study on Human Disturbance in Amur Leopard Range. PhD dissertation, Northeast Forestry University, Harbin. (in Chinese with English abstract) |
[齐进哲 (2018) 东北豹种群时空动态分析及其栖息地人为干扰的阈值研究. 博士学位论文, 东北林业大学, 哈尔滨.] | |
[58] | Qi JZ, Gu JY, Ning Y, Miquelle DG, Holyoak M, Wen DS, Liang X, Liu SY, Roberts NJ, Yang EY, Lang JM, Wang FY, Li C, Liang Z, Liu PQ, Ren Y, Zhou SC, Zhang MH, Ma JZ, Chang J, Jiang GS (2021) Integrated assessments call for establishing a sustainable meta-population of Amur tigers in Northeast Asia. Biological Conservation, 261, 109250. |
[59] |
Renan S, Speyer E, Shahar N, Gueta T, Templeton AR, Bar-David S (2012) A factorial design experiment as a pilot study for noninvasive genetic sampling. Molecular Ecology Resources, 12, 1040-1047.
DOI PMID |
[60] |
Rovero F, Marshall AR (2009) Camera trapping photographic rate as an index of density in forest ungulates. Journal of Applied Ecology, 46, 1011-1017.
DOI URL |
[61] |
Rowcliffe JM, Carbone C, Jansen PA, Kays R, Kranstauber B (2011) Quantifying the sensitivity of camera traps: An adapted distance sampling approach. Methods in Ecology and Evolution, 2, 464-476.
DOI URL |
[62] |
Rowcliffe JM, Field J, Turvey ST, Carbone C (2008) Estimating animal density using camera traps without the need for individual recognition. Journal of Applied Ecology, 45, 1228-1236.
DOI URL |
[63] |
Rozhnov VV, Sorokin PA, Naidenko SV, Lukarevskiy VS, Hernandez-Blanco HA, Litvinov MN, Kotlyar AK, Yudin VG (2009) Noninvasive individual identification of the Amur tiger (Panthera tigris altaica) by molecular-genetic methods. Doklady Biological Sciences, 429, 518-522.
PMID |
[64] |
Ruell EW, Riley SPD, Douglas MR, Pollinger JP, Crooks KR (2009) Estimating bobcat population sizes and densities in a fragmented urban landscape using noninvasive capture-recapture sampling. Journal of Mammalogy, 90, 129-135.
DOI URL |
[65] |
Sharma R, Stuckas H, Bhaskar R, Khan I, Goyal SP, Tiedemann R (2011) Genetically distinct population of Bengal tiger (Panthera tigris tigris) in Terai Arc Landscape (TAL) of India. Mammalian Biology, 76, 484-490.
DOI URL |
[66] | Shi CM, Xie JJ, Gu JY, Liu D, Jiang GS (2021) Amur tiger individual automatic identification based on object detection. Acta Ecologica Sinica, 41, 4685-4693. (in Chinese with English abstract) |
[史春妹, 谢佳君, 顾佳音, 刘丹, 姜广顺 (2021) 基于目标检测的东北虎个体自动识别. 生态学报, 41, 4685-4693.] | |
[67] |
Shi CM, Xu JY, Roberts NJ, Liu D, Jiang GS (2022) Individual automatic detection and identification of big cats with the combination of different body parts. Integrative Zoology, doi: 10.1111/1749-4877.12641.
DOI |
[68] |
Silveira L, Jácomo ATA, Diniz-Filho JAF (2003) Camera trap, line transect census and track surveys: A comparative evaluation. Biological Conservation, 114, 351-355.
DOI URL |
[69] |
Silver SC, Ostro LET, Marsh LK, Maffei L, Noss AJ, Kelly MJ, Wallace RB, Gómez H, Ayala G (2004) The use of camera traps for estimating jaguar Panthera onca abundance and density using capture/recapture analysis. Oryx, 38, 148-154.
DOI URL |
[70] |
Smallwood KS, Fitzhugh EL (1995) A track count for estimating mountain lion Felis concolor californica population trend. Biological Conservation, 71, 251-259.
DOI URL |
[71] |
Sollmann R, Mohamed A, Samejima H, Wilting A (2013) Risky business or simple solution—Relative abundance indices from camera-trapping. Biological Conservation, 159, 405-412.
DOI URL |
[72] |
Stander PE (1998) Spoor counts as indices of large carnivore populations: The relationship between spoor frequency, sampling effort and true density. Journal of Applied Ecology, 35, 378-385.
DOI URL |
[73] |
Stephens PA, Zaumyslova OY, Miquelle DG, Myslenkov AI, Hayward GD (2006) Estimating population density from indirect sign: Track counts and the Formozov-MalyshevPereleshin formula. Animal Conservation, 9, 339-348.
DOI URL |
[74] |
Sugimoto T, Nagata J, Aramilev VV, McCullough DR (2012) Population size estimation of Amur tigers in Russian Far East using noninvasive genetic samples. Journal of Mammalogy, 93, 93-101.
DOI URL |
[75] | Sun HY, Lu XD, Tian JL, Cheng ST, Li DF, Dong HY (2005) The wild population monitor of Amur tiger in Heilongjiang Province. Forestry Science and Technology, 30(6), 33-35. (in Chinese with English abstract) |
[孙海义, 卢向东, 田家龙, 程守涛, 李德福, 董红雨 (2005) 黑龙江省东北虎野外种群监测研究. 林业科技, 30(6), 33-35.] | |
[76] | Sun HY, Wu JC, Zhou SC, Li L, Ge DN, Yu HW (2015) Survey and evaluation for ungulate prey resources of Amur tiger in China. Forestry Science & Technology, 40(6), 44-47. (in Chinese with English abstract) |
[孙海义, 吴景才, 周绍春, 李林, 葛东宁, 于洪伟 (2015) 东北虎猎物——有蹄类资源调查与评价. 林业科技, 40(6), 44-47.] | |
[77] | Sunquist ME (1981) The social organization of tigers (Panthera tigris) in royal Chitawan National Park, Nepal. Smithsonian Contributions to Zoology, 336, 1-98. |
[78] |
Taberlet P, Griffin S, Goossens B, Questiau S, Manceau V, Escaravage N, Waits LP, Bouvet J (1996) Reliable genotyping of samples with very low DNA quantities using PCR. Nucleic Acids Research, 24, 3189-3194.
PMID |
[79] |
Thomas J (1965) John Frankenheimer: The smile on the face of the tiger. Film Quarterly, 19, 2-13.
DOI URL |
[80] | Tian XM, Zhang MH (2010) Population size and sex ratio of wapiti (Cervus elephus xanthopygus) as revealed by fecal DNA. Acta Ecologica Sinica, 30, 6249-6254. (in Chinese with English abstract) |
[田新民, 张明海 (2010) 基于粪便DNA的马鹿种群数量和性比. 生态学报, 30, 6249-6254.] | |
[81] | Tourani M (2021) A review of spatial capture-recapture: Ecological insights, limitations, and prospects. Ecology and Evolution, 12, e8468. |
[82] |
Vitkalova AV, Feng LM, Rybin AN, Gerber BD, Miquelle DG, Wang TM, Yang HT, Shevtsova EI, Aramilev VV, Ge JP (2018) Transboundary cooperation improves endangered species monitoring and conservation actions: A case study of the global population of Amur leopards. Conservation Letters, 11, e12574.
DOI URL |
[83] | Wang J, Shi K, Riordan P (2012) Study on population density of ungulates in Taxkorgan, Xinjiang, China. Chinese Journal of Wildlife, 33, 113-117. (in Chinese with English abstract) |
[王君, 时坤, Riordan P (2012) 新疆塔什库尔干岩羊和北山羊种群密度调查. 野生动物, 33, 113-117.] | |
[84] |
Wang TM, Feng LM, Mou P, Wu JG, Smith JLD, Xiao WH, Yang HT, Dou HL, Zhao XD, Cheng YC, Zhou B, Wu HY, Zhang L, Tian Y, Guo QX, Kou XJ, Han XM, Miquelle DG, Oliver CD, Xu RM, Ge JP (2016) Amur tigers and leopards returning to China: Direct evidence and a landscape conservation plan. Landscape Ecology, 31, 491-503.
DOI URL |
[85] |
Wang TM, Feng LM, Yang HT, Bao L, Wang HF, Ge JP (2020) An introduction to long-term tiger-leopard observation network based on camera traps in Northeast China. Biodiversity Science, 28, 1059-1066. (in Chinese with English abstract)
DOI URL |
[王天明, 冯利民, 杨海涛, 鲍蕾, 王红芳, 葛剑平 (2020) 东北虎豹生物多样性红外相机监测平台概述. 生物多样性, 28, 1059-1066.] | |
[86] | Wang Y, Liu WL, Liu F, Li S, Zhu XL, Jiang ZG, Feng LM, Li BZ (2019) Investigation on the population of wild Bengal tiger (Panthera tigris tigris) in Medog, Tibet. Acta Theriologica Sinica, 39, 504-513. (in Chinese with English abstract) |
[王渊, 刘务林, 刘锋, 李晟, 朱雪林, 蒋志刚, 冯利民, 李炳章 (2019) 西藏墨脱县孟加拉虎种群数量调查. 兽类学报, 39, 504-513.] | |
[87] |
Wegge P, Pokheral CP, Jnawali SR (2004) Effects of trapping effort and trap shyness on estimates of tiger abundance from camera trap studies. Animal Conservation, 7, 251-256.
DOI URL |
[88] | Wei FW, Rao G, Li M, Fang SG, Feng ZJ (2001) Molecular scatology and its application—Reliability, limitation and prospect. Acta Theriologica Sinica, 21, 143-152, 160. (in Chinese with English abstract) |
[魏辅文, 饶刚, 李明, 方盛国, 冯祚建 (2001) 分子粪便学及其应用——可靠性、局限性和展望. 兽类学报, 21, 143-152, 160.] | |
[89] |
Wilson GA, Strobeck C, Wu L, Coffin JW (1997) Characterization of microsatellite loci in caribou Rangifer tarandus, and their use in other artiodactyls. Molecular Ecology, 6, 697-699.
PMID |
[90] | Wu Y, Zhang ED (2005) Application and development of scatology in researches on ungulate abundance. Sichuan Journal of Zoology, 24, 226-229. (in Chinese with English abstract) |
[吴玥, 张恩迪 (2005) 粪便学在有蹄类动物数量调查研究中的应用与展望. 四川动物, 24, 226-229.] | |
[91] |
Xiao WH, Feng LM, Zhao XD, Yang HT, Dou HL, Cheng YC, Mou P, Wang TM, Ge JP (2014) Distribution and abundance of Amur tiger, Amur leopard and their ungulate prey in Hunchun National Nature Reserve, Jilin. Biodiversity Science, 22, 717-724. (in Chinese with English abstract)
DOI |
[肖文宏, 冯利民, 赵小丹, 杨海涛, 窦海龙, 程艳超, 牟溥, 王天明, 葛剑平 (2014) 吉林珲春自然保护区东北虎和东北豹及其有蹄类猎物的多度与分布. 生物多样性, 22, 717-724.]
DOI |
|
[92] |
Xiao ZS, Li XH, Wang XZ, Zhou QH, Quan RC, Shen XL, Li S (2014) Developing camera-trapping protocols for wildlife monitoring in Chinese forests. Biodiversity Science, 22, 704-711. (in Chinese with English abstract)
DOI |
[肖治术, 李欣海, 王学志, 周岐海, 权锐昌, 申小莉, 李晟 (2014) 探讨我国森林野生动物红外相机监测规范. 生物多样性, 22, 704-711.]
DOI |
|
[93] | Ye J (2020) Analysis on the application of infrared camera technology in the monitoring research of nature reserves. Journal of Green Science and Technology, (2), 36-37. (in Chinese) |
[叶静 (2020) 红外相机技术在自然保护区监测研究中的应用分析. 绿色科技, (2), 36-37.] | |
[94] | Ye RR, Cai P, Peng M, Lu XF, Ma SZ (2006) The investigation about distribution and population size of Przewalski’s gazelle (Procapra przewalskii) in Qinghai Province, China. Acta Theriologica Sinica, 26, 373-379. (in Chinese with English abstract) |
[叶润蓉, 蔡平, 彭敏, 卢学峰, 马世震 (2006) 普氏原羚的分布和种群数量调查. 兽类学报, 26, 373-379.] | |
[95] | Zhang CZ (2013) Study on Amur Tiger and Prey Monitoring, and Conflict Between Tiger and Human in Northeast China. PhD dissertation, Northeast Forestry University, Harbin. (in Chinese with English abstract) |
[张常智 (2013) 东北虎及其猎物种群监测和人虎冲突研究. 博士学位论文, 东北林业大学, 哈尔滨.] | |
[96] | Zhang CZ, Zhang MH (2011) Population status and dynamic trends of Amur tiger’s prey in Eastern Wandashan Mountain, Heilongjiang Province. Acta Ecologica Sinica, 31, 6481-6487. (in Chinese with English abstract) |
[张常智, 张明海 (2011) 黑龙江省东完达山地区东北虎猎物种群现状及动态趋势. 生态学报, 31, 6481-6487.] | |
[97] |
Zhang CZ, Zhang MH, Jiang GS (2012) Assessment of monitoring methods for population abundance of Amur tiger in Northeast China. Acta Ecologica Sinica, 32, 5943-5952. (in Chinese with English abstract)
DOI URL |
[张常智, 张明海, 姜广顺 (2012) 中国野生东北虎数量监测方法有效性评估. 生态学报, 32, 5943-5952.] | |
[98] |
Zhang LB, Cui SP, Huang YJ, Chen DQ, Qiao HJ, Li CW, Jiang ZG (2014) Infrared camera traps in wildlife research and monitoring in China: Issues and insights. Biodiversity Science, 22, 696-703. (in Chinese with English abstract)
DOI |
[张履冰, 崔绍朋, 黄元骏, 陈代强, 乔慧捷, 李春旺, 蒋志刚 (2014) 红外相机技术在我国野生动物监测中的应用: 问题与限制. 生物多样性, 22, 696-703.]
DOI |
|
[99] | Zheng X, Bao YX, Ge BM, Zhou YQ, Zheng YM, Hua WL (2005) Population densities, distribution and conservation of black muntjac in Jiulong Mountain Natural Reserved Area. Journal of Zhejiang Normal University (Natural Sciences), 28, 313-318. (in Chinese with English abstract) |
[郑祥, 鲍毅新, 葛宝明, 周元庆, 郑英茂, 华文礼 (2005) 九龙山自然保护区黑麂的种群密度、分布与保护. 浙江师范大学学报(自然科学版), 28, 313-318.] | |
[100] | Zhou SC, Liang Z, Zhang ZD, Jin GY, Na CZ (2018) A study of prey source on Amur tiger and Amur leopard in Laoyeling Amur tiger National Nature Reserve of Heilongjiang Province. Forestry Science & Technology, 43(6), 4-6. (in Chinese with English abstract) |
[周绍春, 梁卓, 张子栋, 金光耀, 那春子 (2018) 黑龙江老爷岭东北虎国家级自然保护区东北虎、东北豹猎物资源研究. 林业科技, 43(6), 4-6.] | |
[101] |
Zhou SC, Zhang MH, Sun HY, Yin YX (2011) Prey biomass of the Amur tiger (Panthera tigris altaica) in the eastern Wanda Mountains of Heilongjiang Province, China. Acta Ecologica Sinica, 31, 145-153. (in Chinese with English abstract)
DOI URL |
[周绍春, 张明海, 孙海义, 尹远新 (2011) 黑龙江省完达山东部林区东北虎猎物生物量. 生态学报, 31, 145-153.] | |
[102] | Zhou SC, Zhang MH, Sun HY, Yin YX, Huang HJ, Yu HW, Lu XD, Ge DN, Tian JL (2010) Population size and habitat of wild boar (Sus scrofa) in the eastern Wanda Mountains. Acta Theriologica Sinica, 30, 28-34. (in Chinese with English abstract) |
[周绍春, 张明海, 孙海义, 尹远新, 黄海娇, 于洪伟, 卢向东, 葛东宁, 田家龙 (2010) 完达山东部林区野猪种群数量和栖息地特征的初步分析. 兽类学报, 30, 28-34.] | |
[103] | Zhou XW, Song JL, Wang FY, Xia WJ, Wu LJ, Zhang ZH, Bao WD (2015) The application of extracting DNA from noninvasive samples in feline species identification. Acta Theriologica Sinica, 35, 110-118. (in Chinese with English abstract) |
[周许伟, 宋景良, 王福有, 夏文军, 乌力吉, 张震寰, 鲍伟东 (2015) 非损伤采样提取DNA技术在猫科动物调查中的应用. 兽类学报, 35, 110-118.] |
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