// overload in case you only want to bring in O3 data -- NOT IMPLEMENTED IN CONTROLLER YET
public static FutureAQIs AQIForecastEquation(List <WeatherDataFromAPI> weatherTime, int index, double eightHourO3)
{
double FutureO3AQI = (double)(5.3 * weatherTime[index].WindSpeed) + (double)(0.4 * weatherTime[index].TemperatureC) +
(double)(0.1 * weatherTime[index].Humidity) + ((double)0.7 * eightHourO3);
FutureAQIs futureAQIO3Only = new FutureAQIs((int)Math.Round(FutureO3AQI), 0, 0);
return(futureAQIO3Only);
}
public static FutureAQIs AQIForecastEquation(List <WeatherDataFromAPI> weatherTime, int index, double eightHourO3, double eightHourCO, double oneHourNO2)
{
// R^2 = 0.75
double FutureO3AQI = (double)(5.3 * weatherTime[index].WindSpeed) + (double)(0.4 * weatherTime[index].TemperatureC) +
(double)(0.1 * weatherTime[index].Humidity) + ((double)0.7 * eightHourO3);
double FutureCOAQI;
// R^2 = 0.48
if (eightHourCO == 0)
{
FutureCOAQI = 0;
}
else
{
FutureCOAQI = -(double)(0.03 * weatherTime[index].TemperatureC) +
(double)(0.01 * weatherTime[index].Humidity) + ((double)0.6 * eightHourCO);
}
double FutureNO2AQI;
// R^2 = 0.28 -- lowered Windspeed effect by tenfold and NO2 AQIs seem to come out more reasonable
if (oneHourNO2 == 0)
{
FutureNO2AQI = 0;
}
else
{
FutureNO2AQI = 55.2 - (double)(1.75 * weatherTime[index].WindSpeed) -
(double)(1.6 * weatherTime[index].TemperatureC) + ((double)0.4 * oneHourNO2);
}
FutureAQIs futureAQI3Pollutants = new FutureAQIs((int)Math.Round(FutureO3AQI), (int)Math.Round(FutureCOAQI), (int)Math.Round(FutureNO2AQI));
return(futureAQI3Pollutants);
}
