
生物多样性 ›› 2020, Vol. 28 ›› Issue (9): 1125-1131. DOI: 10.17520/biods.2020188 cstr: 32101.14.biods.2020188
William J.McShea1, 申小莉2, 刘芳3, 王天明4, 肖治术5, 李晟6,*(
)
收稿日期:2020-09-28
接受日期:2020-10-26
出版日期:2020-09-20
发布日期:2020-11-19
通讯作者:
李晟
作者简介:*E-mail: shengli@pku.edu.cn基金资助:
William J. McShea1, Xiaoli Shen2, Fang Liu3, Tianming Wang4, Zhishu Xiao5, Sheng Li6,*(
)
Received:2020-09-28
Accepted:2020-10-26
Online:2020-09-20
Published:2020-11-19
Contact:
Sheng Li
摘要:
采用及时、可靠的方法对物种开展有效监测是生物多样性保护的基础。红外相机技术可以获得兽类物种的影像、元数据和分布信息, 是监测生物多样性的有效途径。这项技术在野外便于部署, 规程易于标准化, 可提供野生动物凭证标本(影像)以及物种拍摄位置、拍摄日期与时间、拍摄细节(相机型号等)等附属信息。这些特性使得我们可以积累数以百万计的影像资料和野生动物监测数据。在中国, 红外相机技术已得到广泛应用, 众多机构正在使用红外相机采集并存储野生动物影像以及相关联的元数据。目前, 亟需对红外相机元数据结构进行标准化, 以促进不同机构之间以及与外部保护团体之间的数据共享。迄今全球已建立有数个国际数据共享平台, 例如Wildlife Insights, 但他们离不开与中国的合作, 以有效追踪全球可持续发展的进程。达成这样的合作需要3个基础: 共同的数据标准、数据共享协议和数据禁用政策。我们倡议, 中国保护领域的政府主管部门、机构团体一起合作, 共同制定在国内单位之间以及与国际机构之间共享监测数据的政策、机制与途径。
William J.McShea, 申小莉, 刘芳, 王天明, 肖治术, 李晟 (2020) 中国的野生动物红外相机监测需要统一的标准. 生物多样性, 28, 1125-1131. DOI: 10.17520/biods.2020188.
William J. McShea, Xiaoli Shen, Fang Liu, Tianming Wang, Zhishu Xiao, Sheng Li (2020) China’s wildlife camera-trap monitoring needs a unified standard. Biodiversity Science, 28, 1125-1131. DOI: 10.17520/biods.2020188.
图1 红外相机元数据结构及单位数据库与国家、国际数据库间数据交换的数据流架构示意图
Fig. 1 A common camera-trapping metadata structure and schema for data flow between institutional repositories and national and international repositories
| [1] | Ahumada JA, Fegraus E, Birch T, Flores N, Kays R, O’Brien TG, Palmer J, Schuttler S, Zhao JY, Jetz W, Kinnaird M, Kulkarni S, Lyet A, Thau D, Duong M, Oliver R, Dancer A (2020) Wildlife Insights: A platform to maximize the potential of camera trap and other passive sensor wildlife data for the planet. Environmental Conservation, 47, 1-6. |
| [2] |
Brooks TM, Mittermeier RA, da Fonseca GA, Gerlach J, Hoffmann M, Lamoreux JF, Mittermeier CG, Pilgrim JD, Rodrigues AS (2006) Global biodiversity conservation priorities. Science, 313, 58-61.
DOI URL PMID |
| [3] |
Edwards JL (2004) Research and societal benefits of the Global Biodiversity Information Facility. BioScience, 54, 485-486.
DOI URL |
| [4] |
Forrester TD, Baker M, Costello R, Kays R, Parsons AW, McShea WJ (2017) Creating advocates for mammal conservation through citizen science. Biological Conservation, 208, 98-105.
DOI URL |
| [5] |
Forrester TD, O’Brien T, Fegraus E, Jansen PA, Palmer J, Kays R, Ahumada J, Stern B, McShea WJ (2016) An open standard for camera trap data. Biodiversity Data Journal, 4, e10197.
DOI URL |
| [6] |
Jetz W, McPherson JM, Guralnick RP (2012) Integrating biodiversity distribution knowledge: Toward a global map of life. Trends in Ecology and Evolution, 27, 151-159.
DOI URL PMID |
| [7] | Kays R, Arbogast BS, Baker-Whatton M, Beirne C, Boone HM, Bowler M, Burneo SF, Cove MV, Ding P, Espinosa S, Goncalves ALS, Hansen CP, Jansen PA, Kolowski JM, Knowles TW, Lima MGM, Millspaugh J, McShea WJ, Pacifici K, Parsons AW, Pease BS, Rovero F, Santos F, Schuttler SG, Sheil D, Si X, Snider M, Spironello WR (2020) An empirical evaluation of camera trap study design: How many, how long and when? Methods in Ecology and Evolution, 11, 700-713. |
| [8] |
Kissling WD, Ahumada JA, Bowser A, Fernandez M, Fernández N, García EA, Guralnick RP, Isaac NJB, Kelling S, Los W, McRae L, McRae JB, McRae M, Santamaria M, Skidmore AK, Williams KJ, Agosti D, Amariles D, Arvanitidis C, Bastin L, De Leo F, Egloff W, Elith J, Hobern D, Martin D, Pereira HM, Pesole G, Peterseil J, Saarenmaa H, Schigel D, Schmeller DS, Segata N, Turak E, Uhlir PF, Wee B, Hardisty AR (2018) Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale. Biological Reviews, 93, 600-625.
DOI URL PMID |
| [9] | Li JQ, Xu HG, Wan YQ, Sun JX, Li S, Cai L (2018) Progress in construction of China Mammal Diversity Observation Network (China BON-Mammals). Journal of Ecology and Rural Environment, 34, 12-19.(in Chinese with English abstract) |
| [ 李佳琦, 徐海根, 万雅琼, 孙佳欣, 李晟, 蔡蕾 (2018) 全国哺乳动物多样性观测网络(China BON-Mammals)建设进展. 生态与农村环境学报, 34, 12-19.] | |
| [10] | Li S, McShea WJ, Wang DJ, Lu Z, Gu XD (2012) Gauging the impact of management expertise on the distribution of large mammals across protected areas. Diversity and Distributions, 18, 1166-1176. |
| [11] | Li S, Wang DJ, Gu XD, McShea WJ (2010) Beyond pandas, the need for a standardized monitoring protocol for large mammals in Chinese nature reserves. Biodiversity and Conservation, 19, 3195-3206. |
| [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) |
| [ 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.] | |
| [13] |
Lohbeck M, Bongers F, Martinez-Ramos M, Poorter L (2016) The importance of biodiversity and dominance for multiple ecosystem functions in a human-modified tropical landscape. Ecology, 97, 2772-2779.
DOI URL PMID |
| [14] | McShea WJ, Forrester T, Costello R, He Z, Kays R (2016) Volunteer-run cameras as distributed sensors for macrosystem mammal research. Landscape Ecology, 31, 55-66. |
| [15] | Meek PD, Ballard G, Claridge A, Kays R, Moseby K, O’Brien T, O’connell A, Sanderson J, Swann DE, Tobler M, Townsend S (2014) Recommended guiding principles for reporting on camera trapping research. Biodiversity and Conservation, 23, 2321-2343. |
| [16] |
Mittermeier RA, Myers N, Thomsen JB, Da Fonseca GA, Olivieri S (1998) Biodiversity hotspots and major tropical wilderness areas: Approaches to setting conservation priorities. Conservation Biology, 12, 516-520.
DOI URL |
| [17] | Naughton-Treves L, Holland MB, Brandon K (2005) The role of protected areas in conserving biodiversity and sustaining local livelihoods. Annual Review of Environment and Resource, 30, 219-252. |
| [18] | Norouzzadeh MS, Nguyen A, Kosmala M, Swanson A, Palmer MS, Packer C, Clune J (2018) Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning. Proceedings of the National Academy of Sciences, USA, 115, 5716-5725. |
| [19] | O’Connell AF, Nichols JD, Karanth KU (2010) Camera Traps in Animal Ecology: Methods and Analyses. Springer, New York. |
| [20] | O’Connor B, Secades C, Penner J, Sonnenschein R, Skidmore A, Burgess ND, Hutton JM (2015) Earth observation as a tool for tracking progress towards the Aichi Biodiversity Targets. Remote Sensing in Ecology and Conservation, 1, 19-28. |
| [21] |
Pereira HM, Cooper HD (2006) Towards the global monitoring of biodiversity change. Trends in Ecology and Evolution, 21, 123-129.
DOI URL PMID |
| [22] | Proença V, Martin LJ, Pereira HM, Fernandez M, McRae L, Belnap J, Böhm M, Brummitt N, García-Moreno J, Gregory RD, Honrado JP (2017) Global biodiversity monitoring: From data sources to essential biodiversity variables. Biological Conservation, 213, 256-263. |
| [23] | Rowcliffe JM, Carbone C (2008) Surveys using camera traps: Are we looking to a brighter future? Animal Conservation, 11, 185-186. |
| [24] | Santini L, Belmaker J, Costello MJ, Pereira HM, Rossberg AG, Schipper AM, Ceausu S, Dornelas M, Hilbers JP, Hortal J, Huijbregts MA, Navarro LM, Schiffers KH, Visconti P, Rondinini C (2017) Assessing the suitability of diversity metrics to detect biodiversity change. Biological Conservation, 213, 341-350. |
| [25] |
Skidmore AK, Pettorelli N, Coops NC, Geller GN, Hansen M, Lucas R, Mucher CA, O’Connor B, Paganini M, Pereira HM, Schaepman ME, Turner W, Wang T, Wegmann M (2015) Environmental science: Agree on biodiversity metrics to track from space. Nature, 523, 403-405.
DOI URL PMID |
| [26] | Steenweg R, Hebblewhite M, Kays R, Ahumada J, Fisher JT, Burton C, Townsend SE, Carbone C, Rowcliffe JM, Whittington J, Brodie J, Royle JA, Switalski A, Clevenger AP, Heim N, Rich LN (2017) Scaling-up camera traps: Monitoring the planet’s biodiversity with networks of remote sensors. Frontiers in Ecology and the Environment, 15, 26-34. |
| [27] |
Suarez AV, Tsutsui ND (2004) The value of museum collections for research and society. BioScience, 54, 66-74.
DOI URL |
| [28] | Thau D, Ahumada JA, Birch T, Fegraus E, Flores N, Jetz W, Kay R, Kinnaird M, Kulkarni S, Lyet A, O’Brien TG, Palmer J, Schuttler S, Duong M, Oliver R, Zhao JY, McShea WJ (2019) Artificial intelligence’s role in global camera trap data management and analytics via Wildlife Insights. Biodiversity Information Science and Standards, 3, e38233. |
| [29] |
Tilman D, Clark M, Williams DR, Kimmel K, Polasky S, Packer C (2017) Future threats to biodiversity and pathways to their prevention. Nature, 546, 73-81.
DOI URL PMID |
| [30] | Visconti P, Bakkenes M, Baisero D, Brooks T, Butchart SH, Joppa L, Alkemade R, Di Marco M, Santini L, Hoffmann M, Maiorano L, Pressey RL, Arponen A, Boitani L, Reside AR, Vuuren DP, Rondinini C (2016) Projecting global biodiversity indicators under future development scenarios. Conservation Letters, 9, 5-13. |
| [31] | 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. |
| [32] | Wetzel FT, Saarenmaa H, Regan E, Martin CS, Mergen P, Smirnova L, Tuama ÉÓ, García Camacho FA, Hoffmann A, Vohland K, Häuser CL (2015) The roles and contributions of Biodiversity Observation Networks (BONs) in better tracking progress to 2020 biodiversity targets: A European case study. Biodiversity, 16, 137-149. |
| [33] | Xiao ZS (2019) Application of camera trapping to species inventory and assessment of wild animals across China’s protected areas. Biodiversity Science, 27, 235-236.(in Chinese) |
| [ 肖治术 (2019) 红外相机技术在我国自然保护地野生动物清查与评估中的应用. 生物多样性, 27, 235-236.] | |
| [34] | Xiao ZS, Li XY, Xiang ZF, Li M, Jiang XL, Zhang LB (2017) Overview of the Mammal Diversity Observation Network of Sino BON. Biodiversity Science, 25, 237-245.(in Chinese with English abstract) |
| [ 肖治术, 李学友, 向左甫, 李明, 蒋学龙, 张礼标 (2017) 中国兽类多样性监测网的建设规划与进展. 生物多样性, 25, 237-245.] | |
| [35] |
Xiao ZS, Wang XZ, Li XH (2014) An introduction to CameraData: An online dataset of wildlife camera. Biodiversity Science, 22, 712-716.(in Chinese with English abstract)
DOI URL |
| [ 肖治术, 王学志, 李欣海 (2014) 野生动物多样性监测图像数据管理系统CameraData介绍. 生物多样性, 22, 712-716.] | |
| [36] |
Zhu SY, Duan F, Li S (2017) Promoting diversity inventory and monitoring of birds through the camera-trapping network in China: Status, challenges and future outlook. Biodiversity Science, 25, 1114-1122.(in Chinese with English abstract)
DOI URL |
| [ 朱淑怡, 段菲, 李晟 (2017) 基于红外相机网络促进我国鸟类多样性监测: 现状、问题与前景. 生物多样性, 25, 1114-1122.] |
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