Analysis The Effect of Large-Scale Social Restrictions on Air Quality in DKI Jakarta

Angga Dwi Prasetyo, N. Bashit, Muhammad Adnan Yusuf, Farouki Dinda Rassarandi
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Abstract

The Covid-19 pandemic has caused all countries to implement strategies to suppress its spread, one of which is Indonesia, especially DKI Jakarta, which has implemented Large-Scale Social Restrictions (PSBB) since April 10 2020. Apart from being able to suppress the spread of the Covid-19 virus, PSBB is thought to have an impact on the environment, especially air quality in DKI Jakarta. According to research from the BMKG, Jakarta's air quality has improved over the last 5 years with the implementation of the PSBB. Besides analyzing the effect of the PSBB on air quality in DKI Jakarta, this research also aims to help governments in every region of Indonesia that do not have air quality monitoring stations. The method used in this study is to utilize Imagery from Sentinel-5P to measure concentrations of NO2, CO and SO2 gases validated using field data and utilize the NOAA Satellite acquired with Ventusky to analyze the effect of wind on the distribution of air pollution due to the PSBB. The results showed that the ratio of the average concentrations of NO2, CO and SO2 gases in DKI Jakarta decreased respectively to 27.70% ; 10.20% ; 42.06%. This shows an increase in air quality in DKI Jakarta due to the implementation of the PSBB. Comparison of the average concentrations of NO2, CO and SO2 gases in DKI Jakarta during the PSBB and after the PSBB increased slightly respectively to 11.92% ; 1.89% ; 35.84%. This shows that there is a decrease in air quality in DKI Jakarta which was caused after the implementation of the PSBB. Wind also affects the concentration of NO2, CO and SO2 gases. This is evidenced by the results of the correlation where the gas concentration is low when the wind speed is high, and vice versa. It was concluded that during the COVID-19 pandemic the concentrations of NO2, CO and SO2 in DKI Jakarta decreased and slightly increased after the PSBB, and wind could affect the distribution of these gases.
分析大规模社会限制对雅加达 DKI 区空气质量的影响
Covid-19 大流行导致所有国家都实施了抑制其传播的策略,印度尼西亚就是其中之一,尤其是雅加达发展区(DKI Jakarta),该区自 2020 年 4 月 10 日起实施了大规模社会限制(PSBB)。除了能够抑制 Covid-19 病毒的传播,PSBB 还被认为会对环境,尤其是雅加达的空气质量产生影响。根据 BMKG 的研究,雅加达的空气质量在过去 5 年中随着 PSBB 的实施得到了改善。除了分析 PSBB 对 DKI 雅加达空气质量的影响外,本研究还旨在帮助印尼每个没有空气质量监测站的地区的政府。本研究采用的方法是利用 Sentinel-5P 的图像测量二氧化氮、一氧化碳和二氧化硫的浓度,并通过实地数据进行验证,同时利用使用 Ventusky 获取的 NOAA 卫星分析风对 PSBB 造成的空气污染分布的影响。结果显示,雅加达地区的二氧化氮、一氧化碳和二氧化硫平均浓度比值分别下降了 27.70%、10.20% 和 42.06%。这表明雅加达市的空气质量因实施 PSBB 而有所改善。雅加达市的二氧化氮、一氧化碳和二氧化硫的平均浓度在公共服务和预算法案实施期间和实施后分别略有上升,分别为11.92%、1.89%和35.84%。这表明雅加达的空气质量在实施 PSBB 后有所下降。风也会影响二氧化氮、一氧化碳和二氧化硫的浓度。风速高时气体浓度低,反之亦然。结论是,在 COVID-19 大流行期间,雅加达地区的二氧化氮、一氧化碳和二氧化硫的浓度有所下降,而在实施 PSBB 后则略有上升,风会影响这些气体的分布。
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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