在布宜诺斯艾利斯中北部郊区的低成本颗粒物方法初步研究

IF 0.1 Q4 PHYSICS, MULTIDISCIPLINARY Anales AFA Pub Date : 2022-04-15 DOI:10.31527/analesafa.2022.33.1.18
A. Scagliotti, G. A. Jorge
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引用次数: 0

摘要

空气质量是当今最大的环境问题之一,考虑到空气中的颗粒对健康和气候的影响,它们是一个得到充分研究的指标。管制测量设备的费用导致在世界许多地方,如阿根廷,可获得的信息有限。这项工作提出了通过人工神经网络对颗粒物进行建模,并利用为此目的开发和使用的低成本设备提供的数据。通过这种方式,对布宜诺斯艾利斯郊区中北部的空气质量进行了研究,提供了关于该地区没有历史先例的颗粒数量和类型的新信息。粗颗粒以低浓度为主,建立了性能较好的颗粒预测模型。
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LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS
Air quality is one of the biggest environmental problems today, and airborne particles are a well-studied indicator given their impacts on health and climate. The cost of regulatory measurement equipment leads to limited information availability in many parts of the world, as in Argentina. This work proposes modeling of particulate matter from ArtificialNeural Networks, fed with data from low-cost equipment developed and used for this purpose. In this way, a study of air quality in the Center-North of the Buenos Aires suburbs is presented, providing new information on quantities and types of particles in a region without historical antecedents. Coarse particles were mostly found at low concentrations and a prediction model for particulate matter with good performance was developed.
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来源期刊
Anales AFA
Anales AFA PHYSICS, MULTIDISCIPLINARY-
CiteScore
0.40
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0.00%
发文量
43
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