Automatically counting pollen and measuring pollen production in some common grasses

IF 2.2 3区 环境科学与生态学 Q2 BIOLOGY Aerobiologia Pub Date : 2022-11-08 DOI:10.1007/s10453-022-09758-3
Aseel Mahdi Shaikh Ali, Peter Rooney, Julie A. Hawkins
{"title":"Automatically counting pollen and measuring pollen production in some common grasses","authors":"Aseel Mahdi Shaikh Ali,&nbsp;Peter Rooney,&nbsp;Julie A. Hawkins","doi":"10.1007/s10453-022-09758-3","DOIUrl":null,"url":null,"abstract":"<div><p>Many methods have been devised to count pollen grains automatically; however, few combine speed, reliability, inexpensiveness and user friendliness. This study describes a combination of simple, glycerine-based extraction, digital imaging and free particle counting software configured to achieve semi-automated processing of a large volume of images. Pollen grains were extracted from anthers of 10 common perennial grass (Poaceae) species, all implicated in pollinosis in Europe, and samples, illuminated on slides and digitally imaged. ImageJ algorithms were designed to remove significant extraneous content and count just the pollen grains, then applied in batch mode on multiple images. Accuracy was assessed by comparing a sample of automated software counts to manual, visual counts of the same images and found to be high. Total pollen production per anther and per inflorescence was estimated by counting the number of pollen grains per anther and the number of florets per inflorescence. Methodological and natural variation in pollen counts is discussed. Results were compared to published pollen counts of the same species; new pollen production figures are published for <i>Cynosurus cristatus</i>. This method is portable to other plant species, and requires only readily available reagents, equipment and software, it is quick, reliable, inexpensive and user friendly.</p></div>","PeriodicalId":7718,"journal":{"name":"Aerobiologia","volume":"38 4","pages":"433 - 455"},"PeriodicalIF":2.2000,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10453-022-09758-3.pdf","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aerobiologia","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s10453-022-09758-3","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 1

Abstract

Many methods have been devised to count pollen grains automatically; however, few combine speed, reliability, inexpensiveness and user friendliness. This study describes a combination of simple, glycerine-based extraction, digital imaging and free particle counting software configured to achieve semi-automated processing of a large volume of images. Pollen grains were extracted from anthers of 10 common perennial grass (Poaceae) species, all implicated in pollinosis in Europe, and samples, illuminated on slides and digitally imaged. ImageJ algorithms were designed to remove significant extraneous content and count just the pollen grains, then applied in batch mode on multiple images. Accuracy was assessed by comparing a sample of automated software counts to manual, visual counts of the same images and found to be high. Total pollen production per anther and per inflorescence was estimated by counting the number of pollen grains per anther and the number of florets per inflorescence. Methodological and natural variation in pollen counts is discussed. Results were compared to published pollen counts of the same species; new pollen production figures are published for Cynosurus cristatus. This method is portable to other plant species, and requires only readily available reagents, equipment and software, it is quick, reliable, inexpensive and user friendly.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
一些普通禾本科植物的花粉自动计数和花粉产量测量
已经设计了许多自动计数花粉粒的方法;然而,很少有人将速度、可靠性、廉价性和用户友好性结合起来。这项研究描述了一种简单的基于甘油的提取、数字成像和免费粒子计数软件的组合,旨在实现对大量图像的半自动化处理。花粉粒是从10种常见多年生草本植物(禾本科)的花药中提取的,这些植物都与欧洲的花粉症有关,并在幻灯片上进行照明和数字成像。ImageJ算法被设计用于去除显著的外来内容,只计算花粉粒,然后以批处理模式应用于多个图像。通过将自动软件计数的样本与相同图像的手动视觉计数进行比较来评估准确性,结果发现准确性很高。通过计算每个花药的花粉粒数和每个花序的小花数来估计每个花药和每个花序总花粉产量。讨论了花粉计数的方法学和自然变异。将结果与已公布的同一物种的花粉数量进行比较;新的新月形藻花粉产量数据已经公布。这种方法可移植到其他植物物种,只需要现成的试剂、设备和软件,快速、可靠、廉价且用户友好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Aerobiologia
Aerobiologia 环境科学-环境科学
CiteScore
4.50
自引率
15.00%
发文量
37
审稿时长
18-36 weeks
期刊介绍: Associated with the International Association for Aerobiology, Aerobiologia is an international medium for original research and review articles in the interdisciplinary fields of aerobiology and interaction of human, plant and animal systems on the biosphere. Coverage includes bioaerosols, transport mechanisms, biometeorology, climatology, air-sea interaction, land-surface/atmosphere interaction, biological pollution, biological input to global change, microbiology, aeromycology, aeropalynology, arthropod dispersal and environmental policy. Emphasis is placed on respiratory allergology, plant pathology, pest management, biological weathering and biodeterioration, indoor air quality, air-conditioning technology, industrial aerobiology and more. Aerobiologia serves aerobiologists, and other professionals in medicine, public health, industrial and environmental hygiene, biological sciences, agriculture, atmospheric physics, botany, environmental science and cultural heritage.
期刊最新文献
A review on indoor air quality monitoring system: a mechatronics approach Use of weather types to analyze the simultaneous abundance of ozone, PM2.5 and allergenic tree pollen: focusing on the potential impact on asthma hospitalization in Montreal, Canada Unveiling the hidden hazards of smog: health implications and antibiotic resistance in perspective Correction to: Spore dispersal patterns of the ascomycete fungus Ramularia collo-cygni and their influence on disease epidemics Elemental composition of household dusts extracted in simulated body fluids and their impact on culturable pathogenic bacteria responses
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1