public void UofIDisaggregation()
{
SQLiteServer pDB = new SQLiteServer(path);
TimeSeriesDatabase DB = new TimeSeriesDatabase(pDB, false);
// Reads input data required by the calculation
Series daily = DB.GetSeriesFromName("SS_Day_Mean");
daily.Read();// Source Station Daily data
Series monthly = DB.GetSeriesFromName("TS_Mon_Mean");
monthly.Read();// Target Station Monthly data
Series known = DB.GetSeriesFromName("C#Disaggregated");
known.Read(t1, t2);
Series infilled = Disaggregation.RMSEInterp(daily, monthly);
var s = infilled.Subset(t1, t2);
s.TimeInterval = TimeInterval.Daily;
var diff = Math.Sum(known - s);
Assert.IsTrue(System.Math.Abs(diff) < 0.01, "Error");
}
public void TestRMSEMassBalance()
{
SQLiteServer pDB = new SQLiteServer(path);
TimeSeriesDatabase DB = new TimeSeriesDatabase(pDB, false);
// Reads input data required by the calculation
Series daily = DB.GetSeriesFromName("CHEI_QD");
Series monthly = DB.GetSeriesFromName("CHEI_QM");
daily.Read();
monthly.Read();
// disaggregated daily summed to monthly acre-feet
Series infilled = Disaggregation.RMSEInterp(daily, monthly);
Series infilledMonthlySumAcreFeet = Math.MonthlySum(infilled) * 1.98347;
infilledMonthlySumAcreFeet.TimeInterval = TimeInterval.Monthly;
// get equal time period for infilled data to original monthly data
Series s = infilledMonthlySumAcreFeet.Subset(monthly.MinDateTime, monthly.MaxDateTime);
var diff = System.Math.Abs(Math.Sum(monthly - s));
Assert.IsTrue(diff < 0.01, "UofI RMSEInterp mass balance failed by: " + diff);
}
public void TestMergeMassBalance()
{
SQLiteServer pDB = new SQLiteServer(path);
TimeSeriesDatabase DB = new TimeSeriesDatabase(pDB, false);
// Reads input data required by the calculation
Series daily = DB.GetSeriesFromName("CHEI_QD");
Series monthly = DB.GetSeriesFromName("CHEI_QM");
daily.Read();
monthly.Read();
// disaggregate and merge
Series infilled = Disaggregation.RMSEInterp(daily, monthly);
Disaggregation.MergeCheckMassBalance(daily, infilled);
// generate series of monthly volumes only for months with a computed value,
// these will be compared to the observed monthly
Series partialMonthlyEstimated = new Series();
for (int i = 0; i < infilled.Count; i++)
{
Point p = infilled[i];
// Gets the data for the month
int numDays = DateTime.DaysInMonth(p.DateTime.Year, p.DateTime.Month);
DateTime t1 = new DateTime(p.DateTime.Year, p.DateTime.Month, 1);
DateTime t2 = new DateTime(p.DateTime.Year, p.DateTime.Month, numDays);
if (p.Flag == PointFlag.Computed && partialMonthlyEstimated.IndexOf(t1) < 0)
{
partialMonthlyEstimated.Add(t1, Math.Sum(infilled.Subset(t1, t2)) * 1.98347);
}
}
// check observed against infilled for months where data was infilled
double diff = 0.0;
for (int i = 0; i < partialMonthlyEstimated.Count; i++)
{
DateTime estDate = partialMonthlyEstimated[i].DateTime;
if (monthly.IndexOf(estDate) > 0)
{
diff += (monthly[estDate].Value - partialMonthlyEstimated[estDate].Value);
}
}
Assert.IsTrue(diff < 0.01, "UofI merge mass balance failed by: " + diff);
}