长江流域资源与环境 >> 2021, Vol. 30 >> Issue (6): 1466-1471.doi: 10.11870/cjlyzyyhj202106020

• 神农架国家公园(专栏) • 上一篇    下一篇

两种水生昆虫头宽与基于图像分析的大小参数关系性分析

李先福1,2,3,4, 陆永林2 ,石欣1,5 ,敖偲成1,5 ,谭路1 ,叶麟1 ,蔡庆华1, 5*   

  1. (1.中国科学院水生生物研究所淡水生态与生物技术国家重点实验室,湖北 武汉 430072;2.大理大学
    东喜玛拉雅研究院,云南 大理 671003;3.中国三江并流区域生物多样性协同创新中心,云南 大理 671003;
    4.云南省高校洱海流域保护与可持续发展研究重点实验室,云南 大理 671003;5.中国科学院大学,北京 100049)
  • 出版日期:2021-06-20 发布日期:2021-06-30

Correlations Between Size Parameters Obtained Based on Image Analysis and Head Width of Two Species of Aquatic Insects

LI Xian-fu 1,2,3,4,LU Yong-lin2,SHI Xin 1,5,AO Si-cheng 1,5,TAN Lu 1,YE Lin1, CAI Qing-hua 1,5   

  1. (1. State Key Laboratory of Freshwater Ecology and Biotechnology,Institute of Hydrobiology,Chinese Academy of Sciences,Wuhan 430072,China;
    2. Institute of Eastern-Himalaya Biodiversity Research,Dali University,Dali 671003,China;3. Collaborative Innovation Center for
    Biodiversity and Conservation in the Three Parallel Rivers Region of China,Dali University,Dali 671003,China;4. The Key Laboratory
    of Yunnan Education Department on Er'hai Catchment Conservation and Sustainable Development,Dali 671003,China;
    5. University of Chinese Academy of Sciences,Beijing 100049,China)
  • Online:2021-06-20 Published:2021-06-30

摘要: 对于水生昆虫及其它生物而言,大小是一个重要的功能性状,但是头宽的测量特别耗时和受人为因素影响。随着计算机技术的发展,基于图像分析技术(一种快速测量大小的策略)可获得传统方式难以获得的大小参数,明确这些大小参数与头宽的关系,对推动这些参数的应用具有重要意义。选择两种个体大小差异较大的蜉蝣(梧州蜉和光滑细蜉)作为研究对象,对其头宽与基于数字图像获得的面积,周长,最小矩形的长和宽,最适合椭圆的长轴和短轴和粒径等个体大小参数的相关性进行研究。数字图像采用改进后的描述仪扫描获取;图像分析基于ImageJ软件完成;基于二元直线回归和多元直线回归分析各参数之间的相关性。各种层次的回归分析结果均表明:基于图像分析获得的两种蜉蝣所有个体大小参数均与头宽大小呈极其显著的正相关性,其中面积的相关性最高。并且面积与其它大小参数相关性也极其显著,对个体大小具有较好的代表性。研究结果为推动数字图像分析技术应用在水生昆虫及其它生物的生物学和生态学研究中提供了技术支持和理论依据。

Abstract: Head width is an important individual size parameter of insects,but the measurement of head width has some limitations,such as effects of human error,high time cost,and the use of a single parameter.With the development of computer technology,some size parameters of insects,including aquatic insects,which were previously difficult to ascertain,can now be obtained through image-based analysis.To promote the application of these size parameters in studies on phenology and age structure of insects,especially aquatic insects,it is important to clarify the correlations between size parameters and head width.Two species of aquatic insects,Ephemera wuchowensis Hsu,1937 and Caenis lubrica Tong and Dudgeon,2002,were selected for this study.These species have large differences in individual size throughout the larval period,and were selected to study the correlations between head width and individual size parameters obtained based on digital images,including area,perimeter,width and height of bounding rectangle,major and minor of fit ellipse,and Feret’s diameter.Digital images of the insects were obtained by scanning using a modified scanner,and the image analyses were carried out using ImageJ software.Correlation analysis of parameters based on binary linear regression and multivariate linear regression.The results show that all the individual size parameters of the two species of aquatic insects obtained based on ImageJ analysis had very high and significantly positive correlations with head width,and the correlation between area and head width was the most prominent.And the correlation between area and other size parameters is also very significant,which is a good representation of individual size.The results provide technical support and a theoretical basis for promoting the application of digital image analysis technology in biological and ecological studies on aquatic insects and other insects.

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] 安俞静, 刘静玉, 李 宁, 乔墩墩, 刘梦丽. 中原城市群铁路网络可达性及经济联系格局[J]. 长江流域资源与环境, 2018, 27(09): 1947 -1957 .
[2] 卢德彬 毛婉柳 杨东阳 赵佳楠. 基于多源遥感数据的中国PM2.5变化趋势与影响因素分析[J]. 长江流域资源与环境, , (): 0 .
[3] 胡继亮 熊自洁 张悦 高婷. 2019年2期自然灾害水平对农户投保意愿的影响分析——基于湖北微观调查数据[J]. 长江流域资源与环境, , (): 0 .
[4] 王凯, 王玉杰, 王彬, 张守红, 王云琦, 王晨沣. 黄壤坡面土壤分离速率研究[J]. 长江流域资源与环境, 2018, 27(09): 2114 -2121 .
[5] 陈炳. 长三角城市群生态文明建设与城市化耦合协调发展研究[J]. 长江流域资源与环境, , (): 0 .
[6] 韦胜 徐建刚 马海涛. 长三角高铁网络结构特征及形成机制[J]. 长江流域资源与环境, , (): 0 .
[7] 陈万旭 李江风 冉端. 长江中游城市群土地利用转型和城镇化之间空间关系研究[J]. 长江流域资源与环境, , (): 0 .
[8] 赵 毅, 徐绪堪, 李晓娟. 基于变权灰色云模型的江苏省水环境系统脆弱性评价[J]. 长江流域资源与环境, 2018, 27(11): 2463 -2471 .
[9] 任娟, 王建力, 杨平恒, 詹兆君, . 亚高山旅游景区岩溶地下水水化学动态变化及其影响因素[J]. 长江流域资源与环境, 2018, 27(11): 2548 -2557 .
[10] 孔锋, 方建, 孙劭, 王品, 吕丽莉, . 基于超阈值取样的中国不同重现期降雨强度空间分异特征及强降雨变化模态(1961~2016年)[J]. 长江流域资源与环境, 2019, 28(01): 144 -156 .