pathogens Article Impact of Environmental Indicators on the COVID-19 Pandemic in Delhi, India Sherry Mangla 1, Ashok Kumar Pathak 2,*, Mohd. Arshad 3,4 , Doyel Ghosh 2, Prafulla Kumar Sahoo 5, Vinod Kumar Garg 5 and Ubydul Haque 6 1 International Institute for Population Sciences, Mumbai 400088, Maharashtra, India;
[email protected] 2 Department of Mathematics and Statistics, Central University of Punjab, Bathinda 151401, Punjab, India;
[email protected] 3 Department of Mathematics, Indian Institute of Technology Indore, Simrol, Indore 453552, Madhya Pradesh, India;
[email protected] 4 Department of Statistics and Operations Research, Aligarh Muslim University, Aligarh 202002, Uttar Pradesh, India 5 Department of Environmental Science and Technology, Central University of Punjab, Bathinda 151401, Punjab, India;
[email protected] (P.K.S.);
[email protected] (V.K.G.) 6 Department of Biostatistics and Epidemiology, University of North Texas Health Science Center, Fort Worth, TX 76177, USA;
[email protected] * Correspondence:
[email protected] Abstract: Currently, there is a massive debate on whether meteorological and air quality parameters play a crucial role in the transmission of COVID-19 across the globe. With this background, this study aims to evaluate the impact of air pollutants (PM2.5, PM10, CO, NO, NO2, and O3) and meteorological parameters (temperature, humidity, wind speed, and rainfall) on the spread and mortality due to the COVID-19 outbreak in Delhi from 14 Mar 2020 to 3 May 2021. The Spearman’s rank correlation method employed on secondary data shows a significant correlation between the Citation: Mangla, S.; Pathak, A.K.; COVID-19 incidences and the PM2.5, PM10, CO, NO, NO2, and O3 concentrations.