Biodiv Sci ›› 2019, Vol. 27 ›› Issue (3): 243-248. DOI: 10.17520/biods.2018327
• Special Feature: Analysis of Wildlife Camera-Trapping Data • Previous Articles Next Articles
Chen Lijun1,Xiao Wenhong1,Xiao Zhishu1,2,*()
Received:
2018-12-12
Accepted:
2019-04-11
Online:
2019-03-20
Published:
2019-03-20
Contact:
Xiao Zhishu
Chen Lijun,Xiao Wenhong,Xiao Zhishu. Limitations of relative abundance indices calculated from camera-trapping data[J]. Biodiv Sci, 2019, 27(3): 243-248.
Fig. 1 Summary about the papers of species inventory with the relative abundance index based on camera trapping data across China (from 1997 to 2018). (A) The camera-trapping papers in each year (N = 109); (B) These inventory papers with two key categories and six subtypes: one is to get the RAI based on the independent photo each unit of trapping effort (N = 79) with the unit of 1,000 h (1,000/Th, N = 4), 1,000 d (1,000/Td, N = 13), 100 d (100/Td, N = 60) and 1 d (100%/Td, N = 2); the other is to get the relative composition (N = 30), including species composition from 100 or 1,000 independent photo from a given site (100/Np, N = 18), and the proportion of each species among all independent photo from a given site (100%/Np, N = 12).
1 |
Azlan JM, Sharma DSK ( 2006) The diversity and activity patterns of wild felids in a secondary forest in Peninsular Malaysia. Oryx, 40, 36-41.
DOI URL |
2 |
Bengsen AJ, Leung LKP, Lapidge SJ, Gordon IJ ( 2011) Using a general index approach to analyze camera-trap abundance indices. Journal of Wildlife Management, 75, 1222-1227.
DOI URL |
3 |
Carbone C, Christie S, Conforti K, Coulson T, Franklin N, Ginsberg JR, Griffiths M, Holden J, Kawanishi K, Kinnaird M, Laidlaw R, Lynam A, Macdonald DW, Martyr D, McDougal C, Nath L, O’Brien T, Seidensticker J, Smith DJL, Sunquist M, Tilson R, Shahruddin WNW ( 2001) The use of photographic rates to estimate densities of tigers and other cryptic mammals. Animal Conservation, 4, 75-79.
DOI URL |
4 |
Carbone C, Christie S, Conforti K, Coulson T, Franklin N, Ginsberg JR, Griffiths M, Holden J, Kinnaird M, Laidlaw R, Lynam A, MacDonald DW, Martyr D, McDougal C, Nath L, O’Brien T, Seidensticker J, Smith JLD, Tilson R, Shahruddin WNW ( 2002) The use of photographic rates to estimate densities of cryptic mammals: Response to Jennelle et al. Animal Conservation, 5, 121-123.
DOI URL |
5 |
Chandler RB, Royle JA ( 2013) Spatially explicit models for inference about density in unmarked or partially marked populations. The Annals of Applied Statistics, 7, 936-954.
DOI URL |
6 |
Diao KP, Li MF, Pan SY, Gu WL, Zhang XO, Wen C ( 2017) Role of vertebrates in wild animal corpses degradation process by camera trap in Tangjiahe National Nature Reserve. Sichuan Journal of Zoology, 36, 616-623. (in Chinese with English abstract)
DOI URL |
[ 刁鲲鹏, 李明富, 潘世玥, 顾伟龙, 张晓鸥, 闻丞 ( 2017) 基于红外相机研究脊椎动物在唐家河国家级自然保护区动物尸体分解过程中的作用. 四川动物, 36, 616-623.]
DOI URL |
|
7 |
Engeman RM ( 2005) Indexing principles and a widely applicable paradigm for indexing animal populations. Wildlife Research, 32, 203-210.
DOI URL |
8 |
Engeman RM, Massei G, Sage M, Gentle MN ( 2013) Monitoring wild pig populations: A review of methods. Environmental Science and Pollution Research, 20, 8077-8091.
DOI URL PMID |
9 |
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 |
10 | Kawanishi K, Sahak AM, Sunquist M ( 1999) Preliminaty analysis on abundance of large mammals at Sungai Relau, Taman Negara. The Journal of Wildlife and Parks, 17, 62-82. |
11 |
Li S, McShea WJ, Wang DJ, Shao LK, Shi XG ( 2010) The use of infrared-triggered cameras for surveying phasianids in Sichuan Province, China. Ibis, 152, 299-309.
DOI URL |
12 |
Li S, Wang DJ, Xiao ZS, Li XH, Wang TM, Feng LM, Wang Y ( 2014) Camera-trapping in wildlife research and conservation in China: Review and outlook. Biodiversity Science, 22, 685-695. (in Chinese with English abstract)
DOI URL |
[ 李晟, 王大军, 肖治术, 李欣海, 王天明, 冯利民, 王云 ( 2014) 红外相机技术在我国野生动物研究与保护中的应用与前景. 生物多样性, 22, 685-695.]
DOI URL |
|
13 |
Li S, Wang DJ, Bu HL, Liu XG, Jin T ( 2016) Camera-trapping survey on the mammal diversity in the Laohegou Nature Reserve, Sichuan Province. Acta Theriologica Sinica, 36, 282-291. (in Chinese with English abstract)
DOI URL |
[ 李晟, 王大军, 卜红亮, 刘小庚, 靳彤 ( 2016) 四川省老河沟自然保护区兽类多样性红外相机调查. 兽类学报, 36, 282-291.]
DOI URL |
|
14 |
Liu X, Wu P, Songer M, Cai Q, He X, Zhu Y, Shao X ( 2013) Monitoring wildlife abundance and diversity with infra-red camera traps in Guanyinshan Nature Reserve of Shaanxi Province, China. Ecological Indicators, 33, 121-128.
DOI URL |
15 |
MacKenzie DI, Nichols JD, Lachman GB, Droege S, Royle JA, Langtimm CA ( 2002) Estimating site occupancy rates when detection probabilities are less than one. Ecology, 83, 2248-2255.
DOI URL |
16 |
Moeller AK, Lukacs PM, Horne JS ( 2018) Three novel methods to estimate abundance of unmarked animals using remote cameras. Ecosphere, 9, e02331.
DOI URL |
17 |
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 |
18 | Pei KJ, Chen CT, Wu ST, Teng MC ( 1997) Use of auto-trigger camera and geographic information system to study spatial distribution of forest wildlife. Quarterly Journal of Chinese Forestry, 30, 279-289. (in Chinese with English abstract) |
[ 裴家骐, 陈朝圳, 吴守从, 胜民强 ( 1997) 利用自动照相机设备与地理资讯系统研究森林野生动物族群之空间分布利用. 中华林学季刊, 30, 279-289.] | |
19 |
Pollock KH, Nichols JD, Simons TR, Farnsworth GL, Bailey LL, Sauer JR ( 2002) Large scale wildlife monitoring studies: Statistical methods for design and analysis. Environmetrics, 13, 105-119.
DOI URL |
20 |
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 |
21 |
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 |
22 |
Royle JA ( 2004) N-mixture models for estimating population size from spatially replicated counts. Biometrics, 60, 108-115.
DOI URL PMID |
23 |
Royle JA, Nichols JD ( 2003) Estimating abundance from repeated presence-absence data or point counts. Ecology, 84, 777-790.
DOI URL |
24 |
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 |
25 |
Sun JX, Li JQ, Wan YQ, Li S, Guan TP, Wang J, Xia WC, Xu HG ( 2018) Study on the activity rhythms of nine ungulates in summer and autumn in Sichuan. Journal of Ecology and Rural Environment, 34, 1003-1009. (in Chinese with English abstract)
DOI URL |
[ 孙佳欣, 李佳琦, 万雅琼, 李晟, 官天培, 王杰, 夏万才, 徐海根 ( 2018) 四川9种有蹄类动物夏秋季活动节律研究. 生态与农村环境学报, 34, 1003-1009.]
DOI URL |
|
26 | Sun RY ( 2001) Principles of Animal Ecology, 3rd edn. Beijing Normal University Press, Beijing. (in Chinese) |
[ 孙儒泳 ( 2001) 动物生态学原理, 第三版. 北京师范大学出版社, 北京.] | |
27 |
Ulrich W, Ollik M ( 2005) Limits to the estimation of species richness: The use of relative abundance distributions. Diversity and Distributions, 11, 265-273.
DOI URL |
28 | Wu PF, Liu XH, Cai Q, He XB, Songer M, Zhu Y, Shao XM ( 2012) The application of infrared camera in mammal research in Guanyinshan Nature Reserve, Shaanxi. Acta Theriologica Sinica, 32, 67-71. (in Chinese with English abstract) |
[ 武鹏峰, 刘雪华, 蔡琼, 何祥博, Songer M, 朱云, 邵小明 ( 2012) 红外相机技术在陕西观音山自然保护区兽类监测研究中的应用. 兽类学报, 32, 67-71.] | |
29 | Xiao WH, Hu L, Huang XQ, Xiao ZS ( 2019 a) Using capture-recapture models in wildlife camera-trapping monitoring and the study case. Biodiversity Science, 27, 257-265. (in Chinese with English abstract) |
[ 肖文宏, 胡力, 黄小群, 肖治术 ( 2019 a) 基于标记-重捕模型开展野生动物红外相机种群监测的方法及案例. 生物多样性, 27, 257-265.] | |
30 | Xiao WH, Shu ZF, Chen LJ, Yao WT, Ma Y, Zhang YM, Xiao ZS ( 2019 b) Using occupancy models in wildlife camera-trapping monitoring and the study case. Biodiversity Science, 27, 249-256. (in Chinese with English abstract) |
[ 肖文宏, 束祖飞, 陈立军, 姚武韬, 马勇, 张应明, 肖治术 ( 2019 b) 占域模型的原理及在野生动物红外相机研究中的应用案例. 生物多样性, 27, 249-256.] | |
31 |
Xiao ZS, Li XH, Jiang GS ( 2014) Applications of camera trapping to wildlife surveys in China. Biodiversity Science, 22, 683-684. (in Chinese)
DOI URL |
[ 肖治术, 李欣海, 姜广顺 ( 2014) 红外相机技术在我国野生动物监测研究中的应用. 生物多样性, 22, 683-684.]
DOI URL |
|
32 |
Yu GQ, Kang ZJ, Liu MS, Chen ZF, Deng ZC ( 2018) Preliminary survey using infrared camera reveals fauna and avifauna diversity at Hupingshan National Nature Reserve, Hunan, China. Acta Theriologica Sinica, 38, 104-112. (in Chinese with English abstract)
DOI URL |
[ 于桂清, 康祖杰, 刘美斯, 陈振法, 邓忠次 ( 2018) 利用红外相机对湖南壶瓶山国家级自然保护区兽类和鸟类多样性的初步调查. 兽类学报, 38, 104-112.]
DOI URL |
|
33 | Zhang SS, Bao YX, Wang YN, Fang PF, Ye B ( 2012) Comparisons of different camera trap placement patterns in monitoring mammal resources in Gutianshan National Nature Reserve. Chinese Journal of Ecology, 31, 2016-2022. (in Chinese with English abstract) |
[ 章书声, 鲍毅新, 王艳妮, 方平福, 叶彬 ( 2012) 不同相机布放模式在古田山兽类资源监测中的比较. 生态学杂志, 31, 2016-2022.] |
[1] | Chenyang Lou, Haibao Ren, Xiaonan Chen, Xiangcheng Mi, Ran Tong, Nianfu Zhu, Lei Chen, Tonggui Wu, Xiaoli Shen. Species and structural diversity of forest communities in Qianjiangyuan National Park and their impacts on the occurrence of black muntjac (Muntiacus crinifrons) [J]. Biodiv Sci, 2023, 31(6): 22518-. |
[2] | Moyan Chu, Shujie Liang, Peiyun Li, Ding Jia, Abudusaimaiti Maierdiyali, Xueyang Li, Nan Jiang, Xiang Zhao, Faxiang Li, Lingyun Xiao, Zhi Lü. Population dynamic of snow leopard (Panthera uncia) in Yunta Village, Sanjiangyuan National Nature Reserve, China [J]. Biodiv Sci, 2022, 30(9): 22157-. |
[3] | Zhishu Xiao, Wenhong Xiao, Tianming Wang, Sheng Li, Xinming Lian, Dazhao Song, Xueqin Deng, Qihai Zhou. Wildlife monitoring and research using camera-trapping technology across China: The current status and future issues [J]. Biodiv Sci, 2022, 30(10): 22451-. |
[4] | Sheng Li, Dajun Wang, Xianghui Chen, Hongliang Bu, Xiaogeng Liu, Tong Jin. The wildlife camera-trapping dataset of Laohegou Protected Area, Sichuan Province (2011-2015) [J]. Biodiv Sci, 2021, 29(9): 1170-1174. |
[5] | Yueqiao Kong, Sheng Li, Baoquan Liu, Jiajun Zhou, Cheng Li, Jianping Yu. Distribution records and conservation status of Chinese pangolin (Manis pentadactyla) in China during 2010-2020 [J]. Biodiv Sci, 2021, 29(7): 910-917. |
[6] | Jinhua Mo, Yunrui Ji, Han Xu, Diqiang Li, Fang Liu. Camera-trapping survey on mammals and birds in a forest dynamics plot in Hainan Jianfengling National Nature Reserve [J]. Biodiv Sci, 2021, 29(6): 819-824. |
[7] | Yunrui Ji, Yi Tao, Changlin Li, Diqiang Li, Ding Zhao, Fang Liu. Using camera traps to survey mammals and birds in Sichuan Xuebaoding National Nature Reserve [J]. Biodiv Sci, 2021, 29(6): 805-810. |
[8] | Yingrong Guo, Wenjun Lan, Sicheng Zou, Rongbin Yuan, Xiaoyu Dong, Jirui Cao, Qingpei Yang, Qingni Song. Camera-trapping survey of wild mammals and ground-dwelling birds in the Jiangxi Wuyishan National Nature Reserve, China [J]. Biodiv Sci, 2021, 29(6): 811-818. |
[9] | Kai Huang, Yaqiong Wan, Jiaqi Li, Yujing Zhu, Zhiyu Sun, Wancai Xia, Dayong Li, Baoping Ren. Camera-trapping survey on mammals and birds in Baihe National Nature Reserve, Sichuan Province [J]. Biodiv Sci, 2021, 29(4): 554-559. |
[10] | Jia Tian, Shuyi Zhu, Xiaofeng Zhang, Liwen He, Xiaodong Gu, Tianpei Guan, Sheng Li. The diversity of large- and medium-sized terrestrial mammals and birds in the Giant Panda National Park: A meta-analysis based on camera-trapping data [J]. Biodiv Sci, 2021, 29(11): 1490-1504. |
[11] | Hongqiang Xiao, Yongbing Zhang, Wei Wei, Mingsheng Hong, Junfeng Tang, Hong Zhou, Zejun Zhang. Preliminary report of an infrared camera survey on wild birds and mammals along the proposed Sichuan-Tibet Railway (Kangding-Batang section) [J]. Biodiv Sci, 2021, 29(10): 1396-1402. |
[12] | William J. McShea, Xiaoli Shen, Fang Liu, Tianming Wang, Zhishu Xiao, Sheng Li. China’s wildlife camera-trap monitoring needs a unified standard [J]. Biodiv Sci, 2020, 28(9): 1125-1131. |
[13] | Xiaoli Shen, Jianping Yu, Sheng Li, Huiyun Xiao, Xiaonan Chen, Shengwen Chen, Mingzhang Liu, Keping Ma. Progress overview of the camera-trapping monitoring platform for the Qianjiangyuan National Park, Zhejiang Province [J]. Biodiv Sci, 2020, 28(9): 1110-1114. |
[14] | Xueyou Li, Wenqiang Hu, Changzhe Pu, Quan Li, Qiupeng Yu, Zhechang Hu, William V. Bleisch, Xuelong Jiang. Camera-trapping monitoring platform for mammals and pheasants in the Longitudinal Range and Gorge Region of Southwest China: Protocol, progress and future outlook [J]. Biodiv Sci, 2020, 28(9): 1090-1096. |
[15] | Linmiao Li, Huiyun Chi, Yaqiong Wan, Jiabin Zhou, Libiao Zhang, Xiangyang He, Wenzhong Huang, Bojun Zhang, Zhanrong Xu, Changchuan Liu, Renyan Lai, Xiufang Zhu, Youyu Li, Jiaqi Li, Jinping Chen. Camera-trapping survey on mammals and birds in the Guangdong Yunkaishan National Nature Reserve [J]. Biodiv Sci, 2020, 28(9): 1154-1159. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright © 2022 Biodiversity Science
Editorial Office of Biodiversity Science, 20 Nanxincun, Xiangshan, Beijing 100093, China
Tel: 010-62836137, 62836665 E-mail: biodiversity@ibcas.ac.cn