GRID_2D Function
Returns a gridded, 1D array containing y values, given random x,y coordinates (this function works best with sparse data points).
Usage
result = GRID_2D(points, grid_x)
Input Parameters
points—A (2, n) array containing the random x,y points to be gridded.
grid_x—The size of the vector to return.
Returned Value
result—A gridded, 1D array containing y values.
Keywords
Order—The order of the weighting function to use for neighborhood averaging. Points are weighted by the function:
w = 1.0 / (dist ^ Order)
where dist is the distance to the point. (Default: 2)
XMax—The x-coordinate of the right edge of the grid. If omitted, maps the maximum x value found in the points(0, *) array to the right edge of the grid.
XMin—The x-coordinate of the left edge of the grid. If omitted, maps the minimum x value found in the points(0, *) array to the left edge of the grid.
Discussion
GRID_2D uses an inverse distance averaging technique to interpolate missing data values for 2D gridding. The gridded array returned by GRID_2D is suitable for use with the PLOT function.
GRID_2D is similar to FAST_GRID2. GRID_2D, however, works best with sparse data points (say, less than 1000 points to be gridded) and is stable when extrapolating into large void areas. (FAST_GRID2 works best with dense data points; it is considerably faster, but slightly less accurate, than GRID_2D.)
Examples
These commands show 2D gridding with sparse data points.
; Generate the data.
points = INTARR(2, 10)
points(*, 0) = [1,2]
points(*, 1) = [1,3]
points(*, 2) = [9,5]
points(*, 3) = [8,0]
points(*, 4) = [9,6]
points(*, 5) = [9,9]
points(*, 6) = [7,15]
points(*, 7) = [6,-5]
points(*, 8) = [0,3]
points(*, 9) = [0,-1]
; Reset the viewing window and load the color table.
WINDOW, 0, Colors=128
LOADCT, 4
T3D, /Reset
; Set the y-axis range for plotting.
!Y.Range = [MIN(points), MAX(points)]
; Grid and plot the resulting data.
yval = GRID_2D(points, 256, Order=0.5)
PLOT, yval, Color=WoColorConvert(60)
yval = GRID_2D(points, 256, Order=1.0)
OPLOT, yval, Color=WoColorConvert(80)
yval = GRID_2D(points, 256, Order=2.0)
OPLOT, yval, Color=WoColorConvert(100)
yval = GRID_2D(points, 256, Order=3.0)
OPLOT, yval, Color=WoColorConvert(120)
; Reset the y-axis range to the default value.
!Y.Range = [0.0, 0.0]
See Also
