private void menu_trend_Click(object sender, EventArgs e)
{
var series = SelectSeries(_selectedMenuItem);
if (series != null)
{
int npt = series.Points.Count;
double rs, slope, yint;
double[] xx = new double[npt];
double[] yy = new double[npt];
for (int i = 0; i < npt; i++)
{
xx[i] = i + 1;
yy[i] = series.Points[i].YValues[0];
}
MyStatisticsMath.LinearRegression(xx, yy, 0, npt, out rs, out yint, out slope);
string trend_name = "Trend of" + series.Name;
lvStatistics.Items[4].SubItems[3].Text = string.Format("y = {0}x + {1}", slope.ToString("0.00"), yint.ToString("0.00"));
double[] yy_trend = new double[2];
if (series.XValueType == ChartValueType.Date || series.XValueType == ChartValueType.DateTime)
{
DateTime[] date_trend = new DateTime[2];
double[] xx_trend = new double[2];
xx_trend[0] = 1;
xx_trend[1] = npt;
date_trend[0] = DateTime.FromOADate(series.Points[0].XValue);
date_trend[1] = DateTime.FromOADate(series.Points[npt - 1].XValue);
yy_trend[0] = slope * xx_trend[0] + yint;
yy_trend[1] = slope * xx_trend[1] + yint;
Plot <double>(date_trend, yy_trend, trend_name, SeriesChartType.Line);
}
else
{
double[] xx_trend = new double[2];
xx_trend[0] = 1;
xx_trend[1] = npt;
yy_trend[0] = slope * xx_trend[0] + yint;
yy_trend[1] = slope * xx_trend[1] + yint;
Plot <double>(xx_trend, yy_trend, trend_name, SeriesChartType.Line);
}
}
}
public override bool Execute(DotSpatial.Data.ICancelProgressHandler cancelProgressHandler)
{
int var_indexA = 0;
var matA = Get3DMat(InputDataCube, ref var_indexA);
double prg = 0;
int count = 1;
if (matA != null)
{
int nstep = matA.Size[1];
int ncell = matA.Size[2];
var mat_out = new DataCube <float>(1, 1, ncell);
mat_out.Name = OutputDataCube;
mat_out.Variables = new string[] { "Slope" };
for (int c = 0; c < ncell; c++)
{
var vec = matA.GetVector(var_indexA, ":", c.ToString());
var dou_vec = MatrixOperation.ToDouble(vec);
var steps = new double[nstep];
double rs, slope, yint;
for (int t = 1; t < nstep; t++)
{
steps[t] = t + 1;
}
MyStatisticsMath.LinearRegression(steps, dou_vec, 0, nstep, out rs, out yint, out slope);
mat_out[0, 0, c] = (float)slope;
prg = (c + 1) * 100.0 / ncell;
if (prg > count)
{
cancelProgressHandler.Progress("Package_Tool", (int)prg, "Caculating Cell: " + (c + 1));
count++;
}
}
Workspace.Add(mat_out);
return(true);
}
else
{
return(false);
}
}
private void PrePro(Dictionary<int, ReachFeatureCollection> fealist, out string msg)
{
double rs = 0, slope = 0, yint = 0;
var dt = _out_sfr_layer.DataTable;
var prj = MyAppManager.Instance.CompositionContainer.GetExportedValue<IProjectService>();
msg = "";
for (int i = 0; i < _out_sfr_layer.Features.Count; i++)
{
try
{
var dr = dt.Rows[i];
var geo = _out_sfr_layer.GetFeature(i).Geometry;
if (geo.Length <= _dem_layer.CellHeight)
{
continue;
}
var npt = geo.Coordinates.Count();
int segid = int.Parse(dr[SegmentField].ToString()) + 1;
double[] dis = new double[npt];
double[] ac_dis = new double[npt];
double[] elvs = new double[npt];
double elev_av = 0;
var pt0 = geo.Coordinates[0];
var cell = _dem_layer.ProjToCell(pt0.X, pt0.Y);
double ad = 0;
dis[0] = 0;
elvs[0] = _dem_layer.Value[cell.Row, cell.Column];
for (int j = 0; j < npt; j++)
{
cell = _ad_layer.ProjToCell(geo.Coordinates[j].X, geo.Coordinates[j].Y);
ad += _ad_layer.Value[cell.Row, cell.Column];
}
ad = ad / npt;
for (int j = 1; j < npt; j++)
{
cell = _dem_layer.ProjToCell(geo.Coordinates[j].X, geo.Coordinates[j].Y);
elvs[j] = _dem_layer.Value[cell.Row, cell.Column];
dis[j] = SpatialDistance.DistanceBetween(geo.Coordinates[j - 1], geo.Coordinates[j]);
}
for (int j = 0; j < npt; j++)
{
ac_dis[j] = dis.Take(j + 1).Sum();
}
MyStatisticsMath.LinearRegression(ac_dis, elvs, 0, elvs.Length, out rs, out yint, out slope);
if (slope < 0)
{
slope = -slope;
}
else if (slope == 0)
{
slope = _minum_slope;
}
for (int j = 0; j < npt; j++)
{
elvs[j] = yint + slope * ac_dis[j];
}
elev_av = elvs.Average();
if (slope < _minum_slope)
slope = _minum_slope;
if (slope > _maximum_slope)
slope = _maximum_slope;
var rch = new ReachFeature()
{
Row = dr,
Elevation = elev_av,
Slope = slope
};
if (fealist[segid].Reaches.ContainsKey(ad))
{
ad += i * 0.001;
}
fealist[segid].Reaches.Add(ad, rch);
fealist[segid].OutSegmentID = int.Parse(dr["DSLINKNO"].ToString());
dr["Length"] = geo.Length;
}
catch (Exception ex)
{
msg += ex.Message + "\n";
}
}
}