Poor air quality as an important predictor of climate change in Delhi

IF 0.7 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES MAUSAM Pub Date : 2023-10-01 DOI:10.54302/mausam.v74i4.5903
GAURAV YADAV, GEETA SINGH, S.D. ATTRI
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引用次数: 0

Abstract

The continuous change in climatic conditions has created a very difficult situation for the people living all over the world. The cities with higher population and poor air quality have been hard hit by the rising temperature and humidity, bad air quality of an urban environment plays a significant role in affecting climatic variables. As Delhi, the capital of India, tops the list of air pollution hotspots among all top polluted cities around the world is selected for this study. Through this study a relationship was assessed, among criteria air pollutants and meteorological parameters. It was hypothesized that criteria air pollutants will positively predict the change in temperature and relative humidity (pillars of climate change) during daily dataset(January 01, 2015 – December 31, 2021) and average annual dataset (2000 to 2021) in Delhi. To test this hypothesis, elastic net-applied regularization has been used in model exploration and coefficient estimation using EVIEWS 12. It was found that during the selected study period, most of the criteria air pollutants were playing a significant role in increasing the changes in climatic conditions of Delhi. This research further explains about the interlinkage between air pollution and climate change with the help of available literature.
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糟糕的空气质量是德里气候变化的重要预测指标
气候条件的不断变化给生活在世界各地的人们造成了非常困难的局面。人口较多、空气质量较差的城市受气温和湿度上升的影响较大,城市环境空气质量差对气候变量的影响较大。由于印度首都德里是全球污染最严重的城市中空气污染最严重的城市,因此本研究选择了德里作为研究对象。通过这项研究,评估了标准空气污染物和气象参数之间的关系。假设标准空气污染物将在德里的每日数据集(2015年1月1日至2021年12月31日)和平均年度数据集(2000年至2021年)期间积极预测温度和相对湿度(气候变化的支柱)的变化。为了验证这一假设,使用EVIEWS 12将弹性网络应用正则化用于模型探索和系数估计。研究发现,在选定的研究期间,大多数标准空气污染物在增加德里气候条件的变化中起着重要作用。本研究借助现有文献进一步解释了空气污染与气候变化之间的相互联系。
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来源期刊
MAUSAM
MAUSAM 地学-气象与大气科学
CiteScore
1.20
自引率
0.00%
发文量
1298
审稿时长
6-12 weeks
期刊介绍: MAUSAM (Formerly Indian Journal of Meteorology, Hydrology & Geophysics), established in January 1950, is the quarterly research journal brought out by the India Meteorological Department (IMD). MAUSAM is a medium for publication of original scientific research work. MAUSAM is a premier scientific research journal published in this part of the world in the fields of Meteorology, Hydrology & Geophysics. The four issues appear in January, April, July & October.
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