public void GetTsTest()
{
ZoomTimeSeries target = new ZoomTimeSeries();
target.GetTs(TimeStepUnit.Month).AddRange(new DateTime(2010, 1, 1), new List<double>() { 1, 2, 3, 4, 6 });
var year = target.GetTs(TimeStepUnit.Year);
}
private void StatWriter(string FilenName, string ObsColumn, string SimColumn, DateTime Start, DateTime End, bool Yearly, bool SendFactorUpstream)
{
// var obs = StateVariables.ExtractTimeSeries("ObservedNitrate");
// var sim = StateVariables.ExtractTimeSeries("DownStreamOutput");
var obs = StateVariables.ExtractTimeSeries(ObsColumn);
var sim = StateVariables.ExtractTimeSeries(SimColumn);
using (ShapeWriter sw = new ShapeWriter(FilenName) { Projection = projection })
{
DataTable data = new DataTable();
data.Columns.Add("ID15", typeof(int));
data.Columns.Add("ME", typeof(double));
data.Columns.Add("MAE", typeof(double));
data.Columns.Add("RMSE", typeof(double));
data.Columns.Add("FBAL", typeof(double));
data.Columns.Add("R2", typeof(double));
data.Columns.Add("bR2", typeof(double));
data.Columns.Add("NValues", typeof(int));
data.Columns.Add("OBS", typeof(double));
data.Columns.Add("SIM", typeof(double));
data.Columns.Add("BiasFactor", typeof(double));
foreach (var kvp in obs)
{
ZoomTimeSeries obsr = new ZoomTimeSeries() { Accumulate = true };
obsr.GetTs(TimeStepUnit.Month).AddRange(Start, kvp.Value.GetValues(Start, End));
ZoomTimeSeries simr = new ZoomTimeSeries() { Accumulate = true };
simr.GetTs(TimeStepUnit.Month).AddRange(Start, sim[kvp.Key].GetValues(Start, End));
FixedTimeStepSeries obsreduced;
FixedTimeStepSeries simreduced;
if (Yearly)
{
obsreduced = obsr.GetTs(TimeStepUnit.Year);
simreduced = simr.GetTs(TimeStepUnit.Year);
}
else
{
obsreduced = obsr.GetTs(TimeStepUnit.Month);
simreduced = simr.GetTs(TimeStepUnit.Month);
}
double? me = obsreduced.ME(simreduced);
if (me.HasValue)
{
GeoRefData gd = new GeoRefData() { Geometry = AllCatchments[kvp.Key].Geometry };
gd.Data = data.NewRow();
gd.Data[0] = kvp.Key;
gd.Data[1] = me;
gd.Data[2] = obsreduced.MAE(simreduced);
gd.Data[3] = obsreduced.RMSE(simreduced);
gd.Data[4] = obsreduced.FBAL(simreduced);
gd.Data[5] = obsreduced.R2(simreduced);
var bR2 = obsreduced.bR2(simreduced);
if (bR2.HasValue)
gd.Data[6] = bR2;
else
gd.Data[6] = DBNull.Value;
double[] val1;
double[] val2;
obsreduced.AlignRemoveDeletevalues(simreduced, out val1, out val2);
gd.Data[7] = val1.Count();
gd.Data[8] = val1.Average();
gd.Data[9] = val2.Average();
gd.Data[10] = val1.Average() / val2.Average();
sw.Write(gd);
if(SendFactorUpstream)
RecursiveWriter(AllCatchments[kvp.Key], sw, data, "BiasFactor", (double)gd.Data[10]);
}
}
}
}