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基于相关性聚类对城市空气污染分析数据真实性的判别 被引量:3
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作者 关珊 朱家明 +1 位作者 关赵阳 陶里彤琰 《河北北方学院学报(自然科学版)》 2017年第7期45-49,55,共6页
目的根据京津冀、长三角和珠三角等地区空气污染数据,构建数学模型分析数据的真实性,利用污染物之间的相关性、变化的连续性,判定各城市的空气质量数据是否存在不真实,并分析不真实的原因,为政府部门制定政策提供参考。方法以3个地区为... 目的根据京津冀、长三角和珠三角等地区空气污染数据,构建数学模型分析数据的真实性,利用污染物之间的相关性、变化的连续性,判定各城市的空气质量数据是否存在不真实,并分析不真实的原因,为政府部门制定政策提供参考。方法以3个地区为研究对象,在互联网上查找到21个主要城市的空气质量污染数据,并定义不同污染物的污染指数API和空气质量分指数IAQI,使用相关性聚类的方法将污染程度相似的城市进行聚类划分。以AQI指数为因变量,以代表性污染物指标PM_(2.5)、SO_2和NO_2为自变量,进行多元线性回归,来判断观测数据的异常点。结果通过MATLAB和SPSS等软件对21个城市的空气污染数据处理分析,得出空气质量数据及污染物数据存在不真实情况。结论提出通过定期对空气质量数据进行观测排查来辨别分析数据的真实性,同时通过大力整顿工业园区来改善空气质量。 展开更多
关键词 空气质量 空气污染物分析 多元回归 相关性聚类 MATLAB SPSS
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毛细管气相色谱及其联用技术在环境分析中的应用 被引量:1
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作者 马蓓蓓 《中国卫生检验杂志》 CAS 2000年第6期755-757,共3页
关键词 毛细管气相色谱 空气污染物分析 环境分析 应用
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Kinetics of Atmospheric Corrosion of Mild Steel in Marine and Rural Environments 被引量:4
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作者 S. Palraj M. Selvaraj K. Maruthan M. Natesan 《Journal of Marine Science and Application》 CSCD 2015年第1期105-112,共8页
In continuation of the extensive studies carried out to update the corrosion map of India, in this study, the degradation of mild steel by air pollutants was studied at 16 different locations from Nagore to Ammanichat... In continuation of the extensive studies carried out to update the corrosion map of India, in this study, the degradation of mild steel by air pollutants was studied at 16 different locations from Nagore to Ammanichatram along the east coast of Tamilnadu, India over a period of two years. The weight loss study showed that the mild steel corrosion was more at Nagapattinam site, when compared to Ammanichatram and Maravakadu sites. A linear regression analysis of the experimental data was attempted to predict the mechanism of the corrosion. The composition of the corrosion products formed on the mild steel surfaces was identified by XRD technique. The corrosion rate values obtained are discussed in the light of the weathering parameters, atmospheric pollutants such as salt content & SO2 levels in the atmosphere, corrosion products formed on the mild steel surfaces. 展开更多
关键词 KINETICS atmospheric corrosion mild steel XRD weight loss
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Minor Morphological Features in Maria Archeological Ruins Using Thin Section Analysis
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作者 Gehan Albayomi 《Journal of Earth Science and Engineering》 2012年第4期199-204,共6页
Maria sites are important historical sites, backing to the Byzantine period. The sites suffer from weathering noted as honeycomb, exfoliation and discoloration with white salt efflorescence at some parts. These are di... Maria sites are important historical sites, backing to the Byzantine period. The sites suffer from weathering noted as honeycomb, exfoliation and discoloration with white salt efflorescence at some parts. These are diagnostic features for salt weathering as confirmed by the laboratory investigations using thin section analysis. The salt is found to be from three sources, namely, water spray, chemical alteration of the mortar's carbonate content into sulfate salts by acid rain, and wet deposition of air pollutants on the surface of the stones ruins. The cracks noted in the structures of this archeological building are the results of landslides in this area. Knowledge of the archeological sites material examined can be greatly enhanced by understanding the process in their formation of degradation. This paper aims to describe the use of thin sections/micromorphology in the archeological sites. Analysis data of physical sitting, geology, geomorphology, and climate have been done to determine the main nature of hazards in this sites. Dynamic processing problems are existing along Alexandria coast including beach erosion, pollution and manmade. Thin section analysis is used to determine the factor in increasing the hazard level. 展开更多
关键词 GEOMORPHOLOGY GEOLOGY thin section hazards.
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Analysis of the Clean Development Mechanism Considering the Environmental Co-benefits of Reducing Air Pollutants in China
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作者 Jianguo Liang Akinobu Murata +1 位作者 Koji Tokimatsu Yohji Uchiyama 《Journal of Energy and Power Engineering》 2014年第2期244-256,共13页
An electricity generation planning model of the six major Chinese power grids was developed based on the General Algebraic Modeling System to evaluate and analyze the CDM (clean development mechanism), including con... An electricity generation planning model of the six major Chinese power grids was developed based on the General Algebraic Modeling System to evaluate and analyze the CDM (clean development mechanism), including consideration of the environmental co-benefits of reductions in air pollutants (SO~, NO~ and particulate matter) achieved by advanced electricity generation technologies incorporating CCS (carbon capture and storage). An objective function was developed that included revenue from sales of electric power, total system cost, the cost of CO2 transport and storage, and emissions reduction co-benefits for SOx, NO~, and particulate matter. The objective function was minimized using an optimization model. We also developed a method for evaluating and analyzing the potential for transferring advanced power generation technologies into the Chinese power system through the CDM. We found that: (1) thermal power generation is predominant in the Chinese electricity system and will remain so for a long time; (2) advanced thermal plants are being installed as a result of the CDM, which contribute to decreasing emissions of CO2 and other air pollutants; and (3) CCS projects have significant potential to reduce substantial and sustained CO2 emissions from the Chinese power and industrial sectors. 展开更多
关键词 Generation planning model carbon capture and storage CO-BENEFITS advanced power generation CDM activities.
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