The main input features employed to train individual and hybrid neural networks that include average dew point, minimum temperature, maximum temperature, mean temperature, average relative moistness, precipitation, normal wind speed, high wind speed and average cloudiness.
The input feature vector includes average dew point, minimum temperature, maximum temperature, mean temperature, average relative moistness, precipitation, normal wind speed, high wind speed, average cloudiness and output layer composed of two neurons to represent rainy and dry weather.
We used maximum temperature, mean temperature, minimum temperature (Tmin), and relative humidity (RH) for the analysis.
The first group was related to temperature including LST, annual mean, minimum and maximum temperature, mean temperature in the coldest and warmest quarters, and annual PET.
We assessed the effects of ambient temperature using three metrics: mean weekly maximum temperature, mean weekly mean temperature, and weekly cumulative temperature (i.e., accumulated weekly degree-days).
These variables included daily minimum and maximum temperature, mean daily temperature, 24-hr change in barometric pressure, and mean relative humidity.
Maximum temperature and mean temperature are commonly used measures of heat exposure.
The European Climate Assessment & Dataset Project provides freely available gridded observational data (termed E-OBS) for daily minimum temperature, daily maximum temperature, daily mean temperature and daily precipitation sum in NETCDF format for the time period 1950 2012.
Associations between inversion days and ED visits for asthma appeared to be limited to days with PM10, maximum temperature, and mean temperature above median levels based on stratum-specific ORs.
The climate variables used were: mean temperature (°C), mean daily maximum temperature (°C), mean daily minimum temperature (°C), precipitation (mm/day), cloud cover and relative humidity.
Mean daily maximum temperature and mean daily temperature were lower in invaded plots, and counts of the Green frog Lithobates clamitans were marginally negatively related to mean daily temperature.
