Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Multicenter Study
. 2021 Feb 1;63(2):98-103.
doi: 10.1097/JOM.0000000000002039.

Impact of Heat Index and Ultraviolet Index on COVID-19 in Major Cities of Pakistan

Affiliations
Multicenter Study

Impact of Heat Index and Ultraviolet Index on COVID-19 in Major Cities of Pakistan

Shahzada Adnan et al. J Occup Environ Med. .

Abstract

Introduction: The world population is under the grip of global pandemic of COVID-19. The present study analyzed relationship between meteorological parameters and COVID-19 in three major cities of Pakistan, that is, Karachi, Lahore, and Peshawar.

Methods: The impacts of heat index (HI) and ultraviolet index (UVI) over daily COVID-19 cases have examined to identify its transmission and propagation. The significance of basic reproductive number (R0), growth rate (Gr) and doubling time (Td) of COVID-19 with HI and UVI was determined.

Results: Both indices show a significant positive correlation (at 5% significance level) to R0, Td, and Gr of COVID-19 patients. Our results showed that the minimum threshold temperature of 33 °C for HI (with a positive variation of 3 °C to 5 °C) put a significant impact on new cases.

Conclusion: HI and UVI impacted significantly to decline COVID-19 cases over the region.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest: None declared.

Figures

FIGURE 1
FIGURE 1
Geographical location and elevation of three cities of Pakistan.
FIGURE 2
FIGURE 2
Relationship between basic reproductive number (R0) and doubling time (Td) versus heat index (°C) at Karachi, Lahore, and Peshawar.
FIGURE 3
FIGURE 3
Relationship between basic reproductive number (R0) and doubling time (Td) versus UVI at Karachi, Lahore, and Peshawar.
FIGURE 4
FIGURE 4
Relationship of heat index (°C) and UVI versus growth rate at Karachi, Lahore, and Peshawar.

References

    1. Chan KH, Peiris J, Lam S, Poon L, Yuen K, Seto W. The effects of temperature and relative humidity on the viability of the SARS coronavirus. Adv Virol 2011; 2011:734690. - PMC - PubMed
    1. Paz S, Semenza JC. El Niño and climate change—contributing factors in the dispersal of Zika virus in the Americas? Lancet 2016; 387:745. - PubMed
    1. Lee S, Chowell G. Exploring optimal control strategies in seasonally varying flu-like epidemics. J Theor Biol 2017; 412:36–47. - PubMed
    1. Morin CW, Stoner-Duncan B, Winker K, et al. Avian influenza virus ecology and evolution through a climatic lens. Environ Int 2018; 119:241–249. - PubMed
    1. Keilman LJ. Seasonal influenza (flu). Nurs Clin 2019; 54:227–243. - PubMed

Publication types