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Development and comparison of adaptive data-driven models for thermal comfort assessment and control 热舒适评估与控制自适应数据驱动模型的开发与比较
Pub Date : 2023-10-06 DOI: 10.1016/j.totert.2023.100083
Giulia Lamberti , Roberto Boghetti , Jérôme H. Kämpf , Fabio Fantozzi , Francesco Leccese , Giacomo Salvadori

Thermal comfort prediction is an important issue, as it can largely influence occupants’ well-being and buildings’ energy consumption. Nowadays, models used to assess thermal comfort have been increasingly discussed, and a growing number of data-driven models with several input parameters developed. Although these models allow reasonably accurate predictions of thermal comfort, using complex algorithms to determine thermal comfort might be unsuitable for some use cases, such as quick estimations or real-time control of Heating, Ventilation, and Air Conditioning (HVAC) systems.

In this paper, a data-driven model was developed based on 61710 samples of subjective responses associated with environmental parameters from field studies available in two ASHRAE databases. Two models resulted from this analysis, one with higher accuracy and one simplified, which improved the prediction in comparison to other regression models and PMV.

However, since thermal comfort cannot be conceived as a punctual condition, comfort areas were derived, i.e., respective comfort ranges at 90%, 80%, and 70% of thermal acceptability. The result is that the error in the prediction of the new models is below the 90% acceptable range, which means that the models' error does not lead to a reduction in the evaluation of occupant comfort.

Built upon influential parameters, these models enable thermal comfort estimates and occupant-centered HVAC control. The notion of comfort as a non-fixed state empowers more flexible building management criteria, reducing energy use while upholding indoor comfort.

热舒适性预测是一个重要问题,因为它在很大程度上影响居住者的健康和建筑物的能源消耗。如今,用于评估热舒适性的模型越来越多地被讨论,并且开发了越来越多的具有多个输入参数的数据驱动模型。尽管这些模型允许对热舒适性进行合理准确的预测,但使用复杂的算法来确定热舒适性可能不适合某些用例,例如供暖、通风和空调(HVAC)系统的快速估计或实时控制。在本文中,基于两个ASHRAE数据库中的61710个与环境参数相关的主观反应样本,开发了一个数据驱动模型。该分析产生了两个模型,一个具有更高的精度,另一个简化了,与其他回归模型和PMV相比,这改进了预测。然而,由于热舒适性不能被认为是准时的条件,因此得出了舒适区域,即热可接受性的90%、80%和70%的相应舒适范围。结果是,新模型的预测误差低于90%的可接受范围,这意味着模型的误差不会导致乘客舒适性评估的降低。这些模型建立在有影响力的参数之上,能够实现热舒适性估计和以乘客为中心的暖通空调控制。舒适作为一种非固定状态的概念赋予了更灵活的建筑管理标准,在保持室内舒适的同时减少了能源使用。
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引用次数: 0
Shades & shines of gender equality with respect to sustainable development goals (SDGs): The environmental performance perspectives 可持续发展目标(sdg)中性别平等的阴影与光芒:环境绩效视角
Pub Date : 2023-09-29 DOI: 10.1016/j.totert.2023.100082
S. Amulya Jeevanasai , Parth Saole , Ayush G Rath , Sanyogita Singh , Sunil Rai , Manish Kumar

Gender inequality occurs when one gender is given preferential treatment over another due to sex or gender-based prejudice. In the current study, the obvious women's underrepresentation in positions of authority, in addition to the continuing gender wage disparity, serve as unambiguous indicators that the fundamental human right to gender equality is being violated. This study investigates the connection between the Sustainable Development Goals for 2030, or SDGs, and equality for gender. We examine the effects of disparities in gender on the accomplishment of the SDGs and the function of policies that are gender-responsive in advancing sustainable development using empirical data from diverse nations. Our findings show that gender disparity is a major impediment to attaining SDGs, especially in the areas like reducing health, education, poverty, and economic growth. We also demonstrate how gender-responsive policies and initiatives can help remove these obstacles and advance women's suffrage and gender equality. According to our analysis, fulfilling SDG 5, which is concerned with achieving gender parity and promoting independence among women and girls, is important to accomplishing the SDGs and developing sustainable practices. Progress towards achieving SDG 5 has been uneven, and significant challenges remained. Gender equality enhances productivity and economic outcomes could increase GDP by up to 34%. Climate change exacerbate gender inequalities by reinforcing traditional gender roles & limiting women's opportunities. Ensuring gender equality in environmental policy promotes sustainable & equitable development. The performance of environment related SDGs are highly dependent on gender equality.

当一种性别由于性别或基于性别的偏见而受到优待时,就会出现性别不平等。在目前的研究中,妇女在权力职位上的代表性明显不足,再加上持续的性别工资差距,这些都是男女平等基本人权受到侵犯的明确指标。本研究调查了2030年可持续发展目标(SDGs)与性别平等之间的联系。我们利用来自不同国家的经验数据,研究了性别差异对实现可持续发展目标的影响,以及促进性别平等的政策在促进可持续发展方面的作用。我们的研究结果表明,性别差异是实现可持续发展目标的主要障碍,尤其是在减少健康、教育、贫困和经济增长等领域。我们还展示了促进性别平等的政策和举措如何帮助消除这些障碍,促进妇女的选举权和性别平等。根据我们的分析,实现可持续发展目标5,即实现性别平等和促进妇女和女孩独立,对实现可持续发展和发展可持续做法至关重要。实现可持续发展目标5的进展参差不齐,仍然存在重大挑战。性别平等可以提高生产力,经济成果可以使国内生产总值增长34%。气候变化强化了传统的性别角色,加剧了性别不平等;限制了妇女的机会。确保环境政策中的性别平等促进可持续发展;公平发展。与环境相关的可持续发展目标的执行在很大程度上取决于性别平等。
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引用次数: 0
Climate change and rivers: The promise offered by infrastructure 气候变化与河流:基础设施带来的希望
Pub Date : 2023-09-04 DOI: 10.1016/j.totert.2023.100077
Julie Gobert

As a material artefact, infrastructure also exists by virtue of the interactions of humans, and both human and non-human (technical/infrastructural artefacts) entities. Lying at the intersection between human and non-human entities, infrastructure serves to illustrate how stakeholders understand their environment and try to manage/dominate it. Rivers, and in particular large rivers, are used for a number of anthropogenic purposes (drinking water supply, energy generation, river transport, etc.); they are often heavily exploited. As such, they no longer are simply natural artefacts, but rather super-infrastructure, supporting numerous engineering works and activities. Two case studies are presented in this article: new projects of piping and storing water on Seine; solutions proposed to fight against low flows on Rhine. They illustrate two possible aspects of the impact of climate change and the way in which human communities plan to adapt in coping with both low flows and flooding. In each case, the desire to preserve as much as possible of the existing situation, the so-called “business as usual”, and not call into question the functioning of socio-technical systems has prevailed. This article shows that whatever the configuration of the hazard (low flows or flooding, which is more widely addressed in the scientific literature), the preferred solution is primarily based on hard infrastructure, which gives the impression to public authorities and businesses (impacted by hazards or taking advantage of the river) of being able to mitigate the problem encountered by countering the force of nature.

作为一种物质人工制品,基础设施也因人类以及人类和非人类(技术/基础设施人工制品)实体的相互作用而存在。基础设施位于人类和非人类实体的交叉点,有助于说明利益相关者如何理解他们的环境并试图管理/支配环境。河流,尤其是大型河流,被用于多种人类目的(饮用水供应、能源发电、河流运输等);他们经常受到严重剥削。因此,它们不再是简单的自然艺术品,而是超级基础设施,支持许多工程和活动。本文介绍了两个案例研究:塞纳河管道和蓄水的新项目;针对莱茵河低流量提出的解决方案。它们说明了气候变化影响的两个可能方面,以及人类社区计划如何适应低流量和洪水。在每一种情况下,都普遍希望尽可能多地保持现有情况,即所谓的“一切照旧”,而不质疑社会技术系统的运作。这篇文章表明,无论灾害的配置如何(低流量或洪水,这在科学文献中得到了更广泛的解决),首选的解决方案主要基于硬基础设施,这给公共当局和企业(受到危险影响或利用河流)留下了能够通过对抗自然力量来缓解问题的印象。
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引用次数: 0
The functional relationship between aquatic insects and cyanobacteria: A systematic literature review reveals major knowledge gaps 水生昆虫和蓝藻之间的功能关系:系统的文献综述揭示了主要的知识差距
Pub Date : 2023-09-04 DOI: 10.1016/j.totert.2023.100078
Ali Fadel, Fernando Guerrieri, Sylvain Pincebourde

Cyanobacteria and aquatic insects are major components of food webs in freshwater ecosystems. However, the functional relationship between cyanobacteria and aquatic insects has been poorly studied. The blooms of cyanobacteria are more likely to intensify with rising temperatures, such that climate warming may influence this relationship. To improve our understanding of this relationship, we performed a systematic literature review (SLR) and analyzed 104 peer-reviewed research articles published between 1985 and 2020. The articles were categorized into three themes: the role of cyanobacteria as food source and habitat for aquatic insects, the impact of cyanotoxins on aquatic insects, and the use of Bacillus thuringiensis (Bt) expressing transgenic cyanobacteria to control Diptera, mainly mosquitoes. Major findings on each of these themes were summarized and research gaps and opportunities were highlighted. Major gaps include the lack of ecological modelling studies that describe or model this relation, the absence of studies of cyanotoxins’ impact on key aquatic insects like dragonflies (Odonata), the impact of Bt larvicidal engineered cyanobacteria on biological indicators like Chironomidae, the lack of studies on climate change impacts on the functional links between cyanobacteria, aquatic insects and other organisms. These gaps and research opportunities should be addressed in future research to increase the understanding of the relationship between cyanobacteria and aquatic insects and therefore the biology of freshwater ecosystems.

蓝藻和水生昆虫是淡水生态系统食物网的主要组成部分。然而,蓝藻与水生昆虫之间的功能关系研究很少。蓝藻的繁殖更可能随着温度的升高而加剧,因此气候变暖可能会影响这种关系。为了提高我们对这种关系的理解,我们进行了系统的文献综述(SLR),并分析了1985年至2020年间发表的104篇同行评审的研究文章。这些文章分为三个主题:蓝藻作为水生昆虫的食物来源和栖息地的作用,蓝藻毒素对水生昆虫的影响,以及使用苏云金芽孢杆菌(Bt)表达的转基因蓝藻控制直翅目昆虫,主要是蚊子。对每一个主题的主要发现进行了总结,并强调了研究差距和机遇。主要差距包括缺乏描述或模拟这种关系的生态建模研究,缺乏对蓝藻毒素对蜻蜓等关键水生昆虫的影响的研究,Bt杀幼虫工程蓝藻对摇蚊科等生物指标的影响,水生昆虫和其他生物。这些差距和研究机会应该在未来的研究中得到解决,以加深对蓝藻和水生昆虫之间关系的理解,从而加深对淡水生态系统生物学的理解。
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引用次数: 0
Impacts of climate change induced drought and adaptation strategies in wine-growing in the Rhine Valley (France, Germany, Switzerland) 气候变化引发的干旱对莱茵河流域葡萄酒种植的影响及适应策略(法国、德国、瑞士)
Pub Date : 2023-09-03 DOI: 10.1016/j.totert.2023.100081
Gaël Bohnert, Brice Martin

The purpose of this research is to investigate the adaptation measures taken by wine-growers to adapt to water stress and the factors influencing these choices in the cross-border region of the Upper Rhine. The cross-country comparison shows similar adaptation strategies, in spite of regulatory differences. Actually, the differences are much more pronounced at the local scale, independently on the country. This situation can be explained by technical constraints at the local scale and social constraints at the regional scale, which are often hidden by the first obstacle encountered: the PDO specifications. We conclude that adaptation strategies need to better consider the local scale and the identity and specificity of the Rhine vineyards.

本研究的目的是调查葡萄酒种植者在上莱茵河跨境地区为适应水分胁迫而采取的适应措施,以及影响这些选择的因素。跨国比较显示,尽管监管存在差异,但适应策略相似。事实上,这种差异在地方层面上要明显得多,在国家层面上要独立得多。这种情况可以用地方层面的技术约束和地区层面的社会约束来解释,而这些约束往往被遇到的第一个障碍所掩盖:PDO规范。我们得出的结论是,适应策略需要更好地考虑当地的规模以及莱茵葡萄园的特性和特殊性。
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引用次数: 0
Intra-specific variation in the morphometry of freshwater prawn (Caridina: Atyidae) from tropical ponds of South India 南印度热带池塘淡水对虾(虾纲:无虾科)形态的种内变异
Pub Date : 2023-09-01 DOI: 10.1016/j.totert.2023.100058
S. Anbalagan , T. Rathidevi , M. Muthumari , K. Rekha , S. Muthukumar

Ponds are important small water-bodies in the world and they provide numerous ecosystem services. The conservation of pond components (aquatic fauna and flora) is precious and understanding of the effect of environmental variables on morphological variations found in prawn populations is obligatory. The present study thus aimed to describe the morphometric variation in freshwater prawn in ponds of South India. The freshwater prawns were collected from 10 sites in Madurai district, Tamil Nadu province. The degree of association between environmental variables and distribution of prawn in sampling sites was tested using statistical analyses. Result of the study shows that only one freshwater prawn species (Caridina) was collected. Among environmental variables, conductivity influenced significantly with the distribution of Caridina population revealed by Principal Component Analysis. Overall, distinct environmental variables influenced significantly the morphometry of the freshwater prawn in ponds.

池塘是世界上重要的小型水体,它们提供了许多生态系统服务。池塘成分(水生动植物)的保护是宝贵的,必须了解环境变量对对虾种群形态变化的影响。因此,本研究旨在描述南印度池塘中淡水对虾的形态计量学变化。这些淡水对虾是从泰米尔纳德邦马杜赖区的10个地点采集的。使用统计分析测试了环境变量与采样点对虾分布之间的关联程度。研究结果表明,仅采集到一种淡水对虾(Caridina)。主成分分析显示,在环境变量中,电导率与Caridina种群的分布有显著关系。总体而言,不同的环境变量对池塘中淡水对虾的形态计量学有显著影响。
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引用次数: 0
Quantitative composition, distribution and abundance of zooplankton communities in relation to physico-chemical parameters from selected beaches of Alappuzha in Arabian Sea, southwest coast of India 印度西南海岸阿拉伯海Alappuzha海滩浮游动物群落数量组成、分布和丰度与理化参数的关系
Pub Date : 2023-09-01 DOI: 10.1016/j.totert.2023.100054
J.V. Sinu, B. Ajimila

Marine zooplanktons which play a vital role in providing enormous ecosystem services are strongly affected by the environmental conditions and play a vital role in marine food web. The present study was an attempt to assess the hydro-geochemical characteristics and zooplankton assemblages along the Alappuzha coast, in Arabian Sea, Kerala, India. Zooplankton composition included eighteen species belonging to six groups. Among zooplankton species, copepods showed greater dominance in the coast. Euterpina acutiferous recorded greater dominance at stations II, III and VI, whereas Calanus finmarchicus dominated stations I, IV and VII and Apocyclops panamensis, at station V. PCA plot illustrated that station IV showed higher values in the distribution of atmospheric and sediment temperature, turbidity, carbon dioxide and sediment organic carbon, whereas dissolved oxygen, TDS, conductivity, hardness and salinity showed higher values at station VII. From the CCA plot it was evident that parameters like atmospheric temperature, surface water pH, sediment redox potential, organic carbon, dissolved oxygen and carbon dioxide had strong influence in the distribution of Calanus finmarchicus. Sediment temperature and biological oxygen demand had strong influence on Euterpina acutiferous. As most of the zooplankton assemblages in the present study are excellent live feeds, regular bio monitoring is recommended for preserving these resources.

海洋浮游动物在提供巨大的生态系统服务中发挥着至关重要的作用,它们受到环境条件的强烈影响,在海洋食物网中发挥着重要作用。本研究试图评估印度喀拉拉邦阿拉伯海阿拉普扎海岸的水文地球化学特征和浮游动物组合。浮游动物的组成包括六组十八种。在浮游动物物种中,桡足类在海岸表现出更大的优势。尖叶真萜在II、III和VI站表现出更大的优势,而芬马克卡拉努斯在I、IV和VII站和巴拿马剑水蚤在V站表现出更强的优势。主成分分析图表明,IV站在大气和沉积物温度、浊度、二氧化碳和沉积物有机碳的分布方面表现出更高的值,而溶解氧、TDS、电导率,硬度和盐度在VII站显示出较高的值。从CCA图中可以明显看出,大气温度、地表水pH值、沉积物氧化还原电位、有机碳、溶解氧和二氧化碳等参数对冰藻的分布有很大影响。沉积物温度和生物需氧量对尖叶真萜的生长有较大影响。由于本研究中的大多数浮游动物群落都是优质的活饲料,因此建议定期进行生物监测以保护这些资源。
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引用次数: 1
Heavy metal speciation in surface sediments and their impact on the bioaccumulation of green mussels (Perna viridis) from the eastern part of the Straits of Johor, Malaysia 马来西亚柔佛海峡东部表层沉积物中重金属形态及其对绿贻贝生物积累的影响
Pub Date : 2023-09-01 DOI: 10.1016/j.totert.2023.100064
Hamizah Amirah Hamzah , Safaa A Kadhum , Syaizwan Zahmir Zulkifli , Salwan Ali Abed , Ahmed Awad , Nadhir Al-Ansari

Many aquatic ecosystems are vulnerable to many pollutants, particularly heavy metals that are now a threat to public health. It may be more effective to manage pollution in waterways if we can better understand the connection between heavy metals in sediments and their accumulation in green mussels. In this study, lead levels in green mussels (Perna viridis) were above the permissible maximum level (WHO, Malaysia Food Regulation, and the FAO). Moreover, zinc levels exceeded the FAO's maximum recommended range. The fractionate of heavy metals in surface sediment from the eastern part of the Johore Straits was investigated using the sequential extraction techniques (SET) method. In the majority of sampling stations, copper's chemical speciation followed the following order: residual > oxidisable-organic > exchangeable > acid reducible, while zinc's and lead's chemical speciation followed the following pattern: residual > oxidisable-organic > acid reducible > exchangeable. The results of Pearson's correlation studies demonstrated a substantial association between Zn concentration in the tissues of green mussels and total Zinc, exchangeable (F1), acid-reducible (F2), and residual (F4) Zn in surface sediment. Green mussel Cu content and surface sediment Cu of exchangeable (F1), residual (F4), and total Cu were found to correlate. As a result, green mussels are being used as a biomonitoring agent for heavy metal contamination on the eastern side of the Straits of Johor in Malaysia.

许多水生生态系统容易受到许多污染物的影响,尤其是重金属,这些污染物现在对公众健康构成威胁。如果我们能更好地了解沉积物中的重金属与其在绿贻贝中积累之间的联系,那么管理水道污染可能会更有效。在这项研究中,绿贻贝(Perna viridis)的铅含量高于允许的最高水平(世界卫生组织、马来西亚食品法规和粮农组织)。此外,锌含量超过了粮农组织建议的最大范围。采用序列萃取技术(SET)对柔佛海峡东部表层沉积物中重金属的分馏进行了研究。在大多数采样站中,铜的化学形态遵循以下顺序:残留>;可氧化有机>;可交换>;酸可还原,而锌和铅的化学形态遵循以下模式:残留>;可氧化有机>;酸可还原>;可更换。Pearson相关性研究的结果表明,绿贻贝组织中的锌浓度与表层沉积物中的总锌、可交换锌(F1)、可酸还原锌(F2)和残留锌(F4)之间存在显著关联。绿贻贝Cu含量与表层沉积物中可交换Cu(F1)、残余Cu(F4)和总Cu含量存在相关性。因此,绿色贻贝被用作马来西亚柔佛海峡东侧重金属污染的生物监测剂。
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引用次数: 2
Trend analysis of long-term meteorological data of a growing metropolitan city in the era of global climate change 全球气候变化时代成长中的大都市长期气象资料趋势分析
Pub Date : 2023-09-01 DOI: 10.1016/j.totert.2023.100056
Sayantan Haldar , Moharana Choudhury , Santanu Choudhury , Palas Samanta

It is crucial to look at the spatiotemporal meteorological dynamics from the perspective of climatic variability, especially in nations where prevalent rain-fed agri-farming occurs. The degree of the components' variability or volatility varies depending on the locale. This study examined the temperature and rainfall patterns in the Guwahati city of Assam state of India. To examine the patterns, this study employed observed historical weather data from 1970 to 2019. The concerns were analysed using tools like the Mann-Kendall (MK) test, Sen's slope predictor, and linear regression. Temperature showed an upward trend for yearly and seasonal periods and was statistically significant at 95%. According to the findings, overall annual seasonal rainfall is increasing over time. In particular, there is a considerable drop in monsoon and winter precipitation, while both pre-monsoon and post-monsoon months witnessed an increasing precipitation trend, particularly over the past 50 years. A thorough review of the data for 50 years demonstrates that yearly temperature minimums and maximums have increased while the Guwahati city seasonal temperature minimums and maximums have also increased. The ARIMA findings indicated that annual average precipitation, maximum, minimum and average temperatures would quickly climb in coming years. The annual average values for precipitation, maximum, minimum and average temperatures would be 3988.5 mm, 35.75 °C, 23.33 °C and 28.40 °C, respectively by the year 2029. Researchers studying climate change, policymakers, and decision-makers will use the study's findings as a guide.

从气候变化的角度来看待时空气象动态至关重要,尤其是在雨水灌溉农业盛行的国家。组件的可变性或波动性程度因地区而异。这项研究考察了印度阿萨姆邦古瓦哈提市的温度和降雨模式。为了检验这些模式,本研究采用了1970年至2019年的观测历史天气数据。使用Mann-Kendall(MK)检验、Sen斜率预测和线性回归等工具对这些问题进行了分析。温度在年度和季节性期间呈上升趋势,在统计上显著为95%。根据调查结果,全年的季节性降雨量随着时间的推移而增加。特别是,季风和冬季降水量大幅下降,而季风前和季风后的月份都出现了降水量增加的趋势,特别是在过去50年中。对50年来的数据进行彻底审查表明,年最低和最高气温有所上升,而古瓦哈提市的季节最低和最高温度也有所上升。ARIMA的研究结果表明,未来几年的年平均降水量、最高气温、最低气温和平均气温将迅速攀升。到2029年,降水量、最高温度、最低温度和平均温度的年平均值将分别为3988.5毫米、35.75°C、23.33°C和28.40°C。研究气候变化的研究人员、决策者和决策者将以研究结果为指导。
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引用次数: 0
POTENTIAL ECOLOGICAL RISK ASSESSMENT STUDIES BASED ON SOURCE AND DISTRIBUTION OF MICROPLASTICS FROM THE SURFACE SEDIMENTS OF TROPICAL BACKWATERS, KERALA, INDIA 基于印度喀拉拉邦热带回水表层沉积物微塑料来源和分布的潜在生态风险评估研究
Pub Date : 2023-09-01 DOI: 10.1016/j.totert.2023.100063
K. Radhakrishnan , S. Krishnakumar , P. Prakasheswar , D. Pradhap , N. Akramkhan , S. Gomathi , M. Krishnaveni , R. Anshu , S.M. Hussain

The aim of this investigation is to comprehend the ecological risk of microplastics in surface sediments of selected estuaries (Kadinamkulam, Anchuthengu and Kappil-Hariharapuram estuaries) along the southwest coast of Kerala, India. The studied tropical estuaries of Kerala found totally 407 microplastic particles in the surface sediments. Among these, 117 MPs found from the Kadinamkulam estuary, 182 MPs found from the Anchuthengu estuary and 108 MPs found from the Kappil-Hariharapuram estuary. The sediments were dominated by colour microplastics followed by white verities (Colour microplastic – Kadinamkulam: 80.34 %, Anchuthengu - Kappil- Hariharapuram: 78 %). The Polymer hazard index (PHI) of the study area reveals that the value of PHI exceeds > 1000 due to the presence of hazard scores polymers such as polystyrene (PS) and polypropylene (PP). The outcome of the PHI and PERI suggest that the estuarine sediments were falling under high ecological risk and these microplastics were primarily derived from river inflow and urbanized areas around the estuarine system.

本次调查的目的是了解印度喀拉拉邦西南海岸选定河口(Kadinamkulam、Anchutengu和Kappil Hariharapuram河口)表层沉积物中微塑料的生态风险。所研究的喀拉拉邦热带河口在表层沉积物中总共发现407个微塑料颗粒。其中,在Kadinamkulam河口发现117名MP,在Anchutengu河口发现182名MP,以及在Kappil Hariharapuram河口发现108名MP。沉积物以彩色微塑料为主,其次为白色固体(彩色微塑料–Kadinamkulam:80.34%,Anchutengu–Kappil–Hariharapuram:78%)。研究区域的聚合物危害指数(PHI)显示,PHI的值超过>;1000,因为存在诸如聚苯乙烯(PS)和聚丙烯(PP)的危险评分聚合物。PHI和PERI的结果表明,河口沉积物正处于高生态风险之下,这些微塑料主要来自河流流入和河口系统周围的城市化区域。
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引用次数: 0
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Total Environment Research Themes
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