| 南宁市PM2.5浓度与气象因素的关系研究 |
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| 引用本文： | 谢劭峰.南宁市PM2.5浓度与气象因素的关系研究[J].科学技术与工程,2020,20(2):460-466. |
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| 作者姓名： | 谢劭峰 |
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| 作者单位： | 桂林理工大学测绘地理信息学院,广西空间信息与测绘重点实验室,桂林541006;桂林理工大学测绘地理信息学院,广西空间信息与测绘重点实验室,桂林541006;桂林理工大学测绘地理信息学院,广西空间信息与测绘重点实验室,桂林541006 |
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| 基金项目： | 国家自然科学基金（41864002，41704027）、广西自然科学基金（2018GXNSFAA281182， 2017GXNSFBA198139）、广西空间信息与测绘重点实验室课题（15-140-07-11） |
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| 摘 要： | 摘 要 空气污染主要与污染源的排放、气象条件、地形地貌三方面因素有关。对南宁市空气质量指数与气象因素的关系进行研究，进一步探究空气污染的主要污染源PM2.5与气象因素之间的关系，分析了促进空气污染发生的气象条件。并在此基础上建立多元线性模型对空气污染物PM2.5的浓度值进行预测。结果表明预测模型拟合度R2值最大达到了0.747，说明了该模型预测效果良好并能够适用于南宁市空气污染物PM2.5的监测和预报。
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| 关 键 词： | PM2.5 南宁市 气象条件 相关分析 |
| 收稿时间： | 2019/4/9 0:00:00 |
| 修稿时间： | 2019/7/16 0:00:00 |
Study on the Relationship between PM2.5 Concentration and Meteorological Factors in Nanning |
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| Xie Shaofeng.Study on the Relationship between PM2.5 Concentration and Meteorological Factors in Nanning[J].Science Technology and Engineering,2020,20(2):460-466. |
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| Authors: | Xie Shaofeng |
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| Institution: | Guilin University of Technology |
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| Abstract: | Abstract] Air pollution is mainly related to the discharge of pollution sources, meteorological conditions, and topography. We studied the relationship between air quality index and meteorological factors in Nanning, and further explored the relationship between PM2.5, the main source of air pollution, and meteorological factors to analyze the meteorological conditions that promote air pollution. Based on this research, a multivariate linear model was established to predict the concentration of PM2.5 in air pollutants.The result shows that the prediction accuracy of the model is good and can be applied to monitor and forecast the concentration of PM2.5, air pollutant, in Nanning. |
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| Keywords: | PM2 5 Nanning City meteorological conditions correlation analysis |
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