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Assessment and characterization of bioaerosols from an indoor environment-operated wastewater management facility: unraveling pathogenicity in research laboratories 室内环境操作废水管理设施中生物气溶胶的评估和表征:研究实验室中的致病性
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-11-04 DOI: 10.1007/s10453-022-09763-6
Nitin Kumar Singh, Gaurav Sanghvi, Manish Yadav, Hirendrasinh Padhiyar, Abhishek Gupta, Johnson Christian, Arti Thanki

Exposure to wastewater treatment system (WWTS)-associated bioaerosols is not only linked with macro/field scale systems but also facilities which are operated in micro- and/or indoor environment such as university campus and research institutions. In this context, investigations on a laboratory-scale WWTS, adopting a sequential batch biofilm process and fed with synthetic municipal wastewater, were done in terms of its global treatment performance and characterization of emitted bioaerosols species. The microbial diversity of captured bioaerosols, collected through conventional particulate matter samplers, was identified on the basis of their metabolic properties using analytical profile index, biochemical tests, and other media specific growth patterns. Monitoring and analysis results of air quality in control and experimental period revealed that particulate emission from bioreactor increased the concentration of PM10 and PM2.5 up to 26.49 ± 4.18 µg/m3 and 12.84 ± 2.48 µg/m3 from an initial level of 17.26 ± 4.58 µg/m3 and 8.70 ± 1.84 µg/m3, respectively. Microscopic observations and staining characteristics revealed that cocci shape gram-negative and bacilli shape gram-positive bacteria dominated the bioaerosols with quantitative contribution as 70% and 9%, respectively. Based on the morphological and biochemical characterization, dominant isolated genera of opportunistic pathogenic bacteria in bioaerosols were identified as Escherichia coli, Bacillus cereus, Bacillus subtilis and Pseudomonas sp. with % dominance as 38.46, 13.46, 9.61 and 25, respectively. Overall, the findings of this study reiterate the concern of biological air pollution in research laboratories and represent an inevitable aspect for the validation of bioaerosol exposure in laboratory-scale WWTS workplaces.

接触废水处理系统(WWTS)相关的生物气溶胶不仅与宏观/现场规模的系统有关,还与在微观和/或室内环境中运行的设施有关,如大学校园和研究机构。在这种情况下,对实验室规模的WWTS进行了研究,采用顺序分批生物膜工艺,并加入合成城市废水,就其全球处理性能和排放的生物气溶胶物种的特征进行了研究。通过常规颗粒物采样器收集的捕获生物气溶胶的微生物多样性是根据其代谢特性,使用分析图谱指数、生化测试和其他特定培养基生长模式来确定的。控制期和试验期空气质量监测分析结果表明,生物反应器排放的颗粒物使PM10和PM2.5浓度升高至26.49 ± 4.18µg/m3和12.84 ± 2.48µg/m3,初始水平为17.26 ± 4.58µg/m3和8.70 ± 1.84µg/m3。显微镜观察和染色特征显示,球菌形革兰氏阴性菌和杆菌形革兰氏阳性菌在生物气溶胶中占主导地位,其数量贡献分别为70%和9%。根据形态学和生物化学特征,生物气溶胶中机会致病菌的优势分离属分别为大肠杆菌、蜡样芽孢杆菌、枯草芽孢杆菌和假单胞菌。优势度分别为38.46、13.46、9.61和25。总的来说,这项研究的结果重申了对研究实验室生物空气污染的担忧,并代表了实验室规模WWTS工作场所生物气溶胶暴露验证的一个不可避免的方面。
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引用次数: 0
Hanging in the air: tree moss diatoms from Indo-Burma biodiversity hot spot of India 悬在空中:印度-缅甸生物多样性热点地区的树苔硅藻
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-11-04 DOI: 10.1007/s10453-022-09766-3
C. Radhakrishnan, M. Yogeshwaran, B. Karthick

Since research began in diatom ecology, scientists have focussed more on diatoms from aquatic habitats as opposed to aerial habitats. In this paper, we present the first dataset on diatoms from aerial habitats in the Indo-Burma hot spot. We have chosen the Blue Mountain region to collect tree mosses, an aerial habitat where diatoms thrive. We have addressed diatom composition and diversity in relation to altitude. Twenty-two moss samples were collected and 53 diatom taxa belonging to 21 genera were discovered and enumerated using light microscopy. The diatom flora of tree mosses is dominated by acidophilous genera Eunotia and Luticola, with both of the most abundant species Orthoseira roeseana and Luticola acidoclinata being euaerial and oligotraphentic diatoms. The samples from 1902-m altitude had the highest species diversity. Species richness was 8–22 diatom per sample, with an average of 14. The species accumulation curve shows that more diatom species will be discovered with additional sampling of aerial habitats in the Blue Mountain region.

自从硅藻生态学研究开始以来,科学家们更多地关注水生栖息地的硅藻,而不是空中栖息地的硅藻。在本文中,我们提供了第一个关于印度-缅甸热点地区空中栖息地硅藻的数据集。我们选择了蓝山地区来收集树苔,这是硅藻生长的空中栖息地。我们已经讨论了硅藻的组成和多样性与海拔高度的关系。采集了22个苔藓样品,发现并用光学显微镜计数了21属53个硅藻分类群。树苔的硅藻区系以嗜酸属Eunotia和Luticola为主,最丰富的物种Orthoseira roeseana和Luticola acidclinata都是真气性和寡酚性硅藻。海拔1902m的样本物种多样性最高。每个样本的硅藻物种丰富度为8-22种,平均为14种。物种积累曲线表明,随着对蓝山地区空中栖息地的额外采样,将发现更多的硅藻物种。
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引用次数: 1
Comparison of computer vision models in application to pollen classification using light scattering 计算机视觉模型在光散射花粉分类中的应用比较
IF 2.2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-11-04 DOI: 10.1007/s10453-022-09769-0
Gintautas Daunys, Laura Šukienė, Lukas Vaitkevičius, Gediminas Valiulis, Mikhail Sofiev, Ingrida Šaulienė

This study investigates the use of pollen elastically scattered light images for species identification. The aim was to identify the best recognition algorithms for pollen classification based on the scattering images. A series of laboratory experiments with a Rapid-E device of Plair S.A. was conducted collecting scattering images and fluorescence spectra from pollen of 15 plant genera. The collected scattering data were supplied to 32 different setups of 8 computer vision models based on deep neural networks. The models were trained to classify the pollen types, and their performance was compared for the test sub-samples withheld from the training. Evaluation showed that most of the tested computer vision models convincingly outperform the basic convolutional neural network used in our previous studies: the accuracy gain was approaching 10% for best setups. The models of the Weakly Supervised Object Detection approach turned out to be the most accurate, but also slow. However, even the best setups still did not provide sufficient recognition accuracy barely reaching 65%–70% in the repeated tests. They also showed many false positives when applied to real-life time series collected by Rapid-E. Similar to the previous studies, fusion of the new scattering models with the fluorescence-based identification demonstrated almost 15% higher skills than either of the approaches alone reaching 77–83% of the overall classification accuracy.

本研究调查了利用花粉弹性散射光图像进行物种识别的情况。目的是根据散射图像确定花粉分类的最佳识别算法。使用 Plair S.A. 公司的 Rapid-E 设备进行了一系列实验室实验,收集了 15 个植物属的花粉散射图像和荧光光谱。收集到的散射数据被提供给 8 个基于深度神经网络的计算机视觉模型的 32 个不同设置。对这些模型进行了花粉类型分类训练,并比较了它们在测试子样本中的表现。评估结果表明,大多数测试的计算机视觉模型都令人信服地优于我们之前研究中使用的基本卷积神经网络:最佳设置的准确率提高接近 10%。弱监督物体检测方法的模型最准确,但速度也较慢。然而,即使是最好的设置,在重复测试中也无法提供足够的识别准确率,勉强达到 65%-70%。在应用于 Rapid-E 收集的真实时间序列时,它们还显示出许多误报。与之前的研究类似,将新的散射模型与基于荧光的识别方法相融合,比单独使用其中一种方法高出近 15%,总体分类准确率达到 77-83%。
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引用次数: 0
Aeroflora and pollinosis in selected areas of Lagos, Nigeria 尼日利亚拉各斯选定地区的空气菌群和传粉病
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-11-02 DOI: 10.1007/s10453-022-09767-2
Temidayo Iyabo Ibigbami, Peter Adegbenga Adeonipekun, Temilola Oluseyi, Matthew Adeleye

From clinical point of view, knowledge of the pollen season and loads in the atmosphere of every community is important so as to guide on incidence and management of pollinosis. The aim of this work therefore is to evaluate the weekly constituents of the atmospheric pollen and fern spores of two communities in Lagos Nigeria and the relationship, if any, between the weekly aeroflora and hospital reported pollinosis cases. As part of efforts to contribute to the gathering of aerobiological data in Lagos State, a weekly gravimetric sampling of two locations (Ipaja and Ogba) in Lagos, Nigeria were undertaken from January 2018–December 2018 and the reported pollinosis cases (asthma and rhinitis) were collected from the surrounding hospitals. The samplers were placed on rigid platforms at 2 m above the ground level, the harvested residues were subjected to standard palynological procedure and twenty microlitres of each sample were studied microscopically. A total of 30 pollen taxa were identified with Amaranthaceae (544) dominating the palynomorphs at Ipaja and Elaeis guineensis (347) at Ogba. Using correlation (r = 0.1, p-value = 0.55 at Ipaja while r = 0.3, p-value = 0.33 at Ogba) and RDA test at p > 0.05, there is insignificant positive relationship between pollinosis cases and abundance of palynomorphs. However, at Ipaja, RDA indicated Poaceae and Elaeis guineensis as the possible drivers for asthma cases while Amaranthaceae and fungal spores were identified as weak drivers for catarrh. At Ogba, the loess curve and correlation test showed a significant positive relationship at p < 0.05 between the reported pollinosis cases and abundance of recovered palynomorph. Elaeis guineensis, Nephrolepis sp. and Dryopteris sp. seem to be the main drivers of asthma while Casuarina sp. and fungal spores perhaps drove catarrh. Dryopteris and Nephrolepis spores are firstly implicated as possible allergenic aeroconstituents in Nigeria in this work. The results from this work provide a background reference for the general public and hypersensitive individuals on the spatial distribution of pollen grains and fern spores in the study areas of Lagos as well as being a guide to the identification of culprit allergenic aeroconstituent.

从临床角度来看,了解花粉季节和每个社区大气中的花粉负荷对于指导花粉症的发生和管理是重要的。因此,这项工作的目的是评估尼日利亚拉各斯两个群落的大气花粉和蕨类孢子的每周成分,以及每周空气菌群与医院报告的花粉症病例之间的关系(如果有的话)。作为拉各斯州收集空气生物学数据的努力的一部分,2018年1月至2018年12月,对尼日利亚拉各斯的两个地点(Ipaja和Ogba)进行了每周重量分析采样,并从周围医院收集了报告的花粉症病例(哮喘和鼻炎)。将采样器放置在地面以上2米的刚性平台上,对收获的残留物进行标准孢粉学程序,并对每个样品的20微升进行显微镜研究。共鉴定出30个花粉类群,其中阿玛兰科(544个)在Ipaja和Elaeis guinensis(347个)的花粉形态中占主导地位。使用相关性(r = 0.1,p值 = 在Ipaja为0.55,而r = 0.3,p值 = 0.33在Ogba)和RDA测试在p >; 花粉症病例与花粉形态丰度之间无显著正相关。然而,在Ipaja,RDA指出,Poaceae和Elaeis guinensis可能是哮喘病例的驱动因素,而Amarantheaceae和真菌孢子被确定为卡他病的弱驱动因素。在Ogba,黄土曲线和相关试验在p <; 报告的花粉症病例与恢复的花粉形态的丰度之间为0.05。金龟子Elaeis guineensis、Nephropeis sp.和鳞毛蕨Dryopteris sp.似乎是哮喘的主要驱动因素,而木麻黄和真菌孢子可能导致卡他。在这项工作中,鳞毛蕨和肾皮病孢子首次被认为是尼日利亚可能的致敏性空气成分。这项工作的结果为公众和过敏个体提供了关于拉各斯研究区花粉粒和蕨类孢子空间分布的背景参考,并为识别致敏空气成分提供了指导。
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引用次数: 0
Aerobiological study of airborne pollen in Tétouan (NW of Morocco): diversity, intensity and calendar 摩洛哥西北部tsamouan地区空气中花粉的空气生物学研究:多样性、强度和时间
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-10-30 DOI: 10.1007/s10453-022-09761-8
Lakbira ELHassani, Asmaa Boullayali, Asmae Janati, Lamiaa Achmakh, Hassan Bouziane

Pollen grains of the anemophilous plants are the most important source of allergens in the atmosphere, triggering allergic diseases such as rhinitis and asthma in atopic individuals. Pollen grains in the atmosphere of Tétouan (NW of Morocco) were recorded during a 10 years/period (2008–2017) using a 7 day recording volumetric pollen trap by Burkard. Daily mean pollen concentrations of 10-day periods were summed and averaged over the study period to construct the pollen calendar. The average annual pollen integral (APIn) recorded during this period was 37,955 p*day/m3, belonging to 52 higher plant taxa (30 trees and/or shrubs and 22 herbaceous species). The maximum APIn (62,848 p*day/m3) was recorded in 2009 and the minimum (18,423 p*day/m3) in 2017. During the study period, the main pollen was registered from February to June (89%), with the highest daily mean pollen concentrations recorded in March (26.38%) and February (21.13%). The timing, intensity and length of the pollen seasons varied according to the taxa. The pollen calendar of Tétouan atmosphere reflects a great pollen diversity (37 pollen types), Pollen omnipresence throughout the year, long pollination periods and typically Mediterranean taxa: Cupressaceae, Olea, Platanus and Quercus. Some trees and herbaceous plants perform their anthesis in winter: Cupressaceae, Fraxinus, Populus, Pinus, Mercurialis and Parietaria. Some of them extend their pollen season until spring at the same time as other types of pollen appear typical of spring. Morus and Pistacia have a short pollen season, while Cannabis sativa, Amaranthaceae, Olea, Parietaria, Plantago, Poaceae, Quercus, Rumex and U. membranacea are characterized by prolonged pollen season. The pollen spectrum of Tétouan is differentiated by Cannabis pollen, and a longer and more intense pollination period than that detected in other Mediterranean regions. Based on these results, pollen calendar of Tétouan provides interesting and useful information to aerobiologists as well as professionals working in fields such as allergy and public health.

嗜风植物的花粉粒是大气中过敏原的最重要来源,会引发过敏性疾病,如特应性个体的鼻炎和哮喘。Burkard在10年/期间(2008-2017年)使用7天记录体积花粉捕捉器记录了Tétouan(摩洛哥西北部)大气中的花粉粒。对研究期间10天的日均花粉浓度进行汇总和平均,以构建花粉日历。在此期间记录的平均年花粉积分(APIn)为37955 p*day/m3,属于52个高等植物类群(30个树木和/或灌木和22个草本物种)。最大APIn(62848 p*天/m3)记录于2009年,最小APIn(18423 p*天g/m3)记录于2017年。在研究期间,主要花粉记录在2月至6月(89%),3月(26.38%)和2月(21.13%)的日均花粉浓度最高。花粉季节的时间、强度和长度因分类群而异。Tétouan大气的花粉日历反映了巨大的花粉多样性(37种花粉类型),全年花粉无所不在,授粉期长,典型的地中海分类群:柏科、Olea、Platanus和Quercus。一些树木和草本植物在冬季开花:柏科、Fraxinus、白杨、松、Mercurialis和Paritaria。它们中的一些将花粉季节延长到春天,而其他类型的花粉则是春天的典型花粉。Morus和Pistacia的花粉季节较短,而Cannabis sativa、Amarantheaceae、Olea、Paritaria、Plantago、Poaceae、Quercus、Rumex和U.membranacea的花粉季节较长。大麻花粉区分了Tétouan的花粉谱,其授粉期比地中海其他地区更长、更强烈。基于这些结果,Tétouan花粉日历为空气生物学家以及过敏和公共卫生等领域的专业人员提供了有趣而有用的信息。
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引用次数: 0
Environmental DNA reveals diversity and abundance of Alternaria species in neighbouring heterogeneous landscapes in Worcester, UK 环境DNA揭示了英国伍斯特邻近异质景观中链格孢属物种的多样性和丰度
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-10-23 DOI: 10.1007/s10453-022-09760-9
Godfrey Philliam Apangu, Carl Alexander Frisk, Geoffrey M. Petch, Lucia Muggia, Alberto Pallavicini, Mary Hanson, Carsten Ambelas Skjøth

Alternaria is a pathogenic and allergenic fungus affecting 400 plant species and 334 million people globally. This study aimed at assessing the diversity of Alternaria species in airborne samples collected from closely located (7 km apart) and heterogeneous sites (rural, urban and unmanaged grassland) in Worcester and Lakeside, the UK. A secondary objective was to examine how the ITS1 subregion varies from ITS2 in Alternaria species diversity and composition. Airborne spores were collected using Burkard 7-day and multi-vial Cyclone samplers for the period 5 July 2016–9 October 2019. Air samples from the Cyclone were amplified using the ITS1and ITS2 subregions and sequenced using Illumina MiSeq platform whereas those from the Burkard sampler were identified and quantified using optical microscopy. Optical microscopy and eDNA revealed a high abundance of Alternaria in the rural, urban and unmanaged sites. ITS1 and ITS2 detected five and seven different Alternaria species at the three sampling sites, respectively. A. dactylidicola, A. metachromatica and A. infectoria were the most abundant. The rural, urban and unmanaged grassland sites had similar diversity (PERMANOVA) of the species due to similarity in land use and proximity of the sites. Overall, the study showed that heterogeneous and neighbouring sites with similar land uses can have similar Alternaria species. It also demonstrated that an eDNA approach can complement the classical optical microscopy method in providing more precise information on fungal species diversity in an environment for targeted management. Similar studies can be replicated for other allergenic and pathogenic fungi.

链格孢菌是一种致病性和致敏性真菌,影响全球400种植物和3.34亿人。本研究旨在评估从英国伍斯特和湖畔的近距离(相距7公里)和异质地点(农村、城市和无人管理的草地)采集的空气样本中链格孢属物种的多样性。第二个目的是研究ITS1亚区与ITS2在链格孢物种多样性和组成方面的差异。在2016年7月5日至2019年10月9日期间,使用Burkard 7天和多瓶旋风采样器收集空气中的孢子。使用ITS1和ITS2亚区扩增旋风分离器的空气样本,并使用Illumina MiSeq平台测序,而使用光学显微镜识别和定量Burkard采样器的空气样本。光学显微镜和eDNA显示,在农村、城市和未管理的地点,链格孢菌丰度很高。ITS1和ITS2在三个采样点分别检测到5种和7种不同的链格孢。指纹A.dactylidiola、异染A.metachromatica和感染A.infectioria数量最多。由于土地利用的相似性和场地的邻近性,农村、城市和未管理的草原场地具有相似的物种多样性(PERMANOVA)。总的来说,研究表明,土地利用相似的异质和相邻地点可能有相似的链格孢属物种。它还表明,eDNA方法可以补充经典的光学显微镜方法,为目标管理环境中的真菌物种多样性提供更精确的信息。类似的研究也可以用于其他致敏和致病真菌。
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引用次数: 0
Correction to: False positives: handling them operationally for automatic pollen monitoring 更正:假阳性:操作性处理,用于花粉自动监测
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-10-21 DOI: 10.1007/s10453-022-09765-4
Benoît Crouzy, Gian Lieberherr, Fiona Tummon, Bernard Clot
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引用次数: 0
Summer pollen flora in rural and urban central England dominated by nettle, ryegrass and other pollen missed by the national aerobiological network 英格兰中部农村和城市的夏季花粉区系以荨麻、黑麦草和国家航空生物网络遗漏的其他花粉为主
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-10-11 DOI: 10.1007/s10453-022-09759-2
Mary Hanson, Geoff Petch, Thor-Bjørn Ottosen, Carsten Skjøth

Abundance and diversity of airborne pollen are important to human health and biodiversity. The UK operational network collects airborne pollen from 8 flowering trees, grasses and three weeds using Hirst traps and microscopic identification from urban areas. Knowledge of total pollen diversity and differences between rural and urban zones is limited. We collect environmental DNA (eDNA) from air during summer and autumn over 3 years with mini cyclones from one urban and one rural site. Data are analysed using next generation sequencing and metabarcoding. We find the most common genus, Urtica (57%), is also identified by the national network. The grasses Lolium (10%), Agrostis (2%) and Holcus (1%) are in the national network grouped at family level, while Brassica (2%), Chenopodium (1%), Impatiens (2%), Plantago (4%) and Tilia (7%) are not part of the UK operational network. DNA from 138 genera was identified, where 2% of the sample could not be associated with specific genera. 40% of the sample was classified better using eDNA methods at the genus level, than by optical methods. We calculate Bray–Curtis dissimilarity for the rural and urban zones and find a systematic difference in biodiversity. Overall, this shows airborne DNA reveals more information than methods based on morphological differences. The results also suggest data from sites located in large urban areas will be less representative for less populated rural areas. This presents a dilemma in balancing a network and the associated costs delivering health relevant information to the most populated areas vs. a nation-wide approach.

空气中花粉的丰富性和多样性对人类健康和生物多样性具有重要意义。英国运营网络使用赫斯特陷阱和城市地区的显微镜识别技术,从8棵开花的树木、草和3棵杂草中收集空气中的花粉。对花粉总多样性和城乡差异的了解有限。我们在3年多的夏季和秋季,通过一个城市和一个农村地区的小型气旋,从空气中收集环境DNA(eDNA)。使用下一代测序和代谢条形码对数据进行分析。我们发现最常见的属,荨麻属(57%),也被国家网络识别。Lolium(10%)、Agrostis(2%)和Holcus(1%)属于国家家庭级网络,而Brassica(2%)、Chenopodium(1%)、凤仙花(2%),Plantago(4%)和Tilia(7%)不属于英国运营网络。鉴定了138个属的DNA,其中2%的样本与特定属没有关联。40%的样本在属水平上使用eDNA方法比光学方法分类更好。我们计算了农村和城市地区的布雷-柯蒂斯差异,并发现了生物多样性的系统差异。总的来说,这表明空气中的DNA比基于形态学差异的方法揭示了更多的信息。研究结果还表明,来自大城市地区的数据对人口较少的农村地区的代表性较小。与全国范围的方法相比,这在平衡网络和向人口最多地区提供健康相关信息的相关成本方面带来了困境。
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引用次数: 1
Analysis of the annual pollen integral in Albuquerque, New Mexico, shows a negative trend with temperatures for Juniper, Cottonwood, Elm, and Mulberry 对新墨西哥州阿尔伯克基的年度花粉积分的分析显示,杜松子、Cottonwood、Elm和Mulberry的花粉积分随温度呈负趋势
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-09-26 DOI: 10.1007/s10453-022-09756-5
Claudia M. Aprea, David J. Torres, Melany M. Cordova

The goal of this study is to determine if the annual pollen integral (APIn) for the top tree allergens in the City of Albuquerque is correlated with meteorological variables. This analysis would be the first of its kind for this area. We used 17 consecutive years from 2004 to 2020 and data collected by the city of Albuquerque using a Spore Trap (Burkard) volumetric air sampler in a location designed to represent a typical desert environment. The pollen studied include Juniper, Elm, Ash, Cottonwood, and Mulberry. We found a negative linear correlation with early summer temperatures of the previous year and APIn for Elm, Cottonwood, and Mulberry, and early fall temperatures for Juniper. Linear regression models developed for Elm, Cottonwood, and Mulberry used the monthly mean maximum temperature for the month of June of the prior year as the independent variable to yield a R squared statistic (R2) of 0.88, 0.91 and 0.78, respectively. For Juniper, the average monthly mean minimum temperature for the previous September and October served as the independent variable and yielded the R2 value of 0.80. We also observed a positive trend for the annual maximum temperature over time and a negative trend for the total APIn. Summers in New Mexico are hot and dry, and they may be getting hotter and drier because of climate change. Our analysis predicts that climate change in this area may lead to reduced allergies if temperatures continue to increase and if precipitation patterns remain the same.

本研究的目的是确定阿尔伯克基市顶级树木过敏原的年度花粉积分(APIn)是否与气象变量相关。这将是该领域的首次此类分析。我们使用了从2004年到2020年的连续17年,以及阿尔伯克基市在一个设计用于代表典型沙漠环境的位置使用孢子捕捉器(Burkard)体积空气采样器收集的数据。研究的花粉包括杜松、榆树、白蜡树、胡桃木和桑树。我们发现,Elm、Cottonwood和Mulberry的初夏温度和APIn与Juniper的初秋温度呈负线性相关。为Elm、Cottonwood和Mulberry开发的线性回归模型使用前一年6月的月平均最高温度作为自变量,得出的R平方统计量(R2)分别为0.88、0.91和0.78。对于Juniper,前9月和10月的月平均最低温度是自变量,R2值为0.80。我们还观察到,随着时间的推移,年最高气温呈正趋势,总APIn呈负趋势。新墨西哥州的夏天炎热干燥,由于气候变化,他们可能会变得越来越热和干燥。我们的分析预测,如果温度继续升高,如果降水模式保持不变,该地区的气候变化可能会减少过敏。
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引用次数: 0
False positives: handling them operationally for automatic pollen monitoring 假阳性:操作性处理,实现花粉自动监测
IF 2 3区 环境科学与生态学 Q2 BIOLOGY Pub Date : 2022-09-15 DOI: 10.1007/s10453-022-09757-4
Benoît Crouzy, Gian Lieberherr, Fiona Tummon, Bernard Clot

This note provides a generic method for handling falsely identified particles (false positive detections) in automatic pollen monitoring systems. The benefits of the method are illustrated using data from two different automatic pollen monitoring devices (Swisens Poleno and Plair Rapid-E) in comparison to reference Hirst-type pollen measurements. Neither climatological nor phenological information are introduced to filter out false positive detections: the method is based only on the measurements.

本说明提供了一种在花粉自动监测系统中处理错误识别颗粒(假阳性检测)的通用方法。使用两种不同的自动花粉监测设备(Swisens Poleno和Plair Rapid-E)的数据与参考赫斯特型花粉测量结果进行比较,说明了该方法的优点。既没有引入气候信息也没有引入酚学信息来过滤假阳性检测:该方法仅基于测量。
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引用次数: 2
期刊
Aerobiologia
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