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中国上海的大气污染物和气象条件的能见度特征及其影响。

Visibility characteristics and the impacts of air pollutants and meteorological conditions over Shanghai, China.

机构信息

School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China,

出版信息

Environ Monit Assess. 2015 Jun;187(6):363. doi: 10.1007/s10661-015-4581-8. Epub 2015 May 17.

Abstract

In China, visibility condition has become an important issue that concerns both society and the scientific community. In order to study visibility characteristics and its influencing factors, visibility data, air pollutants, and meteorological data during the year 2013 were obtained over Shanghai. The temporal variation of atmospheric visibility was analyzed. The mean value of daily visibility of Shanghai was 19.1 km. Visibility exhibited an obvious seasonal cycle. The maximum and minimum visibility occurred in September and December with the values of 27.5 and 7.7 km, respectively. The relationships between the visibility and air pollutant data were calculated. The visibility had negative correlation with NO2, CO, PM2.5, PM10, and SO2 and weak positive correlation with O3. Meteorological data were clustered into four groups to reveal the joint contribution of meteorological variables to the daily average visibility. Usually, under the meteorological condition of high temperature and wind speed, the visibility of Shanghai reached about 25 km, while visibility decreased to 16 km under the weather type of low wind speed and temperature and high relative humid. Principle component analysis was also applied to identify the main cause of visibility variance. The results showed that the low visibility over Shanghai was mainly due to the high air pollution concentrations associated with low wind speed, which explained the total variance of 44.99 %. These results provide new knowledge for better understanding the variations of visibility and have direct implications to supply sound policy on visibility improvement in Shanghai.

摘要

在中国,能见度条件已成为社会和科学界关注的重要问题。为了研究能见度特征及其影响因素,获取了上海 2013 年的能见度数据、空气污染物和气象数据。分析了大气能见度的时间变化。上海的日平均能见度值为 19.1 公里。能见度表现出明显的季节性周期。最大和最小能见度分别出现在 9 月和 12 月,分别为 27.5 和 7.7 公里。计算了能见度与空气污染物数据之间的关系。能见度与 NO2、CO、PM2.5、PM10 和 SO2 呈负相关,与 O3 呈弱正相关。将气象数据聚类为四组,以揭示气象变量对日平均能见度的联合贡献。通常,在高温和高风速的气象条件下,上海的能见度达到约 25 公里,而在低风速和温度以及高相对湿度的天气类型下,能见度下降到 16 公里。还应用了主成分分析来识别能见度变化的主要原因。结果表明,上海低能见度主要是由于与低风速相关的高空气污染浓度造成的,这解释了总方差的 44.99%。这些结果为更好地了解能见度变化提供了新知识,并对上海改善能见度的政策提供了直接的建议。

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