Detecting air pollutants trends using Mann-Kendall tests and Sen’s slope estimates

Gowthaman T., Sathees Kumar K., Banjul Bhattacharyya
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Abstract

Recently, trend detection in ambient air pollutants has received a lot of interest, particularly in relation to climatic changes. Air pollutants data that were acquired from monitoring stations from 2015 to 2021 were used in the current investigation. The direction and size of the monotonic trend were determined using the Mann-Kendall test and Sen's slope estimator. The findings showed that there was significant fluctuation in different parameters over time. According to the study, SO2 and NO2 indicate a slightly increasing tendency with approximate annual concentrations of 6mg/m3 and 40mg/m3, respectively, whereas PM2.5 shows a decreasing trend with an approximate annual concentration of 130mg/m3. For all of Odisha's districts, PM10 exhibits no trend, with annual concentrations of about 90mg/m3. The study found that while NO2, PM2.5, and PM10 concentrations were significantly over the standard allowed limits while SO2 concentrations were significantly below them. Specific actions are needed to reduce these pollutants' emissions in Odisha.
使用Mann-Kendall测试和Sen斜率估计来检测空气污染物的趋势
最近,环境空气污染物的趋势检测受到了很多关注,特别是与气候变化有关的趋势检测。本次调查使用的是2015年至2021年监测站获取的空气污染物数据。使用Mann-Kendall检验和Sen's斜率估计确定单调趋势的方向和大小。研究结果表明,随着时间的推移,不同的参数有显著的波动。研究表明,SO2和NO2呈轻微上升趋势,年浓度分别为6mg/m3和40mg/m3,而PM2.5呈下降趋势,年浓度约为130mg/m3。在奥里萨邦的所有地区,PM10没有变化趋势,年浓度约为90毫克/立方米。该研究发现,二氧化氮、PM2.5和PM10浓度明显超过标准允许限值,而二氧化硫浓度则明显低于标准允许限值。奥里萨邦需要采取具体行动来减少这些污染物的排放。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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