Ma et al.[@29966] |
Number of daily deaths |
-
Diurnal temperature range
-
Daily average temperature
-
Relative humidity
-
Air pollutants
|
Generalized Additive Model |
Yes |
-
Diurnal temperature range is positively associated with Covid-19 outcome
-
Relative humidity and ambient temperature are negatively associated
|
Wuhan, China |
Chen et al.[@29967] |
Confirmed daily cases |
-
Air temperature
-
Relative humidity
-
Wind speed
-
Visibility
|
Generalized Linear Model |
Some evidence when factors are combined |
-
Air temperature
-
Relative humidity
-
Wind speed
-
Visibility
|
Worldwide |
Bashir et al.[@29982] |
Confirmed daily cases |
-
Average daily temperature
-
Min & Max temperature
-
Rainfall
-
Relative humidity
-
Wind speed
-
Air quality
|
Kendall & Spearman Rank Correlation |
Yes |
-
Average daily temperature
-
Minimum temperature
-
Air quality
|
New York (USA) |
Islam et al.[@29965] |
Confirmed daily cases |
-
Temperature
-
Relative humidity
-
Wind speed
-
Ultraviolet index
|
Multilevel mixed effects negative binomial regression |
Yes |
-
Temperature
-
Relative humidity
-
Wind speed
|
Worldwide |
Yao et al.[@29972] |
Confirmed daily cases |
-
Avg., min and max temperature
-
Relative humidity
-
UV radiation
|
Descriptive analysis, correlations and chi-square test |
No |
N/A |
China |
Xie and Zhu[@29973] |
Confirmed daily cases |
-
Mean daily temperature
-
Relative humidity
-
Air pressure
-
Wind speed
|
Generalized Additive Model |
No |
Mean temperature and
confirmed cases was approximately linear in the range of < 3°C, but flat above 3°C.
|
China |
Oliverios et al.[@29968] |
Confirmed daily cases |
-
Temperature
-
Relative humidity
-
Rainfall
-
Wind speed
|
Multiple Linear Regression |
Yes |
-
Temperature
-
Relative humidity
|
China |
Notari[@29969] |
Confirmed daily cases |
-
Temperature
-
Relative humidity
|
Linear Regression |
Yes |
-
Temperature
-
Relative humidity
|
Worldwide |
Sajadi et al.[@29970] |
Confirmed daily cases and deaths |
-
Temperature
-
Relative humidity
-
Specific humidity
-
Absolute humidity
|
Descriptive and correlational analysis |
Yes |
-
Temperature
-
Relative humidity
|
Worldwide |
Wang et al.[@29971] |
Confirmed daily cases |
-
Temperature
-
Relative humidity
|
Linear Regression |
Yes |
-
High temperature
-
High humidity
|
Worldwide |
Bannister-Tyrrell et al.[@29974] |
Confirmed daily cases |
|
Regression analysis |
Yes/No |
Possible seasonal variability but concludes that it does not imply temperature alone is a primary driver. |
Worldwide |
Sahin[@29983] |
Confirmed daily cases |
-
Daily average temperature
-
Daily average humidity
-
Daily average wind speed
|
Correlation Analysis |
Yes |
|
Turkey |
Tosepu et al.[@29984] |
Confirmed daily cases |
-
Min, max and average daily temperature
-
Humidity
-
Rainfall
|
Spearman-rank correlation |
Yes |
|
Jakarta, Indonesia |