windowhighpass

windowhighpass

Increases spatial frequency within a specified square neighbourhood

Result = windowhighpass(expression, windowlength)
expression
spatial scalar
windowlength
spatial, non spatial scalar
Result
spatial scalar

Options

--unittrue or --unitcell

--unittrue
windowlength is measured in true length (default)
--unitcell
windowlength is measured in number of cell lengths

Operation

For each cell c its windowhighpass value is computed as follows. A square window with the cell c in its centre is defined by windowlength. The windowlength is the length of the window in horizontal and vertical directions. For each cell i which is entirely or partly in the window and which is not the centre cell c the fraction of the cell in the window is determined. This is the area of the part of the cell in the window divided by the total area of a cell. Let fraction(i) be this fraction; let expression(i) be the expression value of a surrounding cell i and expression(c) the expression value of the centre cell c. The windowhighpass filter value on the centre cell c is calculated according to:

\[windowhighpass(c) = 2 * expression(c) * { \sum^n_{i=1} fraction(i) } - { \sum^n_{i=1} ( fraction(i) * expression(i) ) }\]

where n is the number of cells i surrounding the centre cell C in the window. This computation is performed for all cells: for each cell the highpass(C) value is assigned to the corresponding cell on Result.

Notes

The cell value on windowlength should be greater than 0, else a missing value is assigned to the corresponding cell on Result.

A cell on windowlength with a missing value results in a missing value on Result at the corresponding cell. However, if a missing value on windowlength occurs in a cell which is not the centre cell of the window the expression value in that cell is included in the computation of the highpass value in the window.

Group

This operation belongs to the group of Neigbourhood operators; window operators

Examples

  1. • pcrcalc
    binding
    Result2 = Result2.map;
    Expr = Expr.map;
    WinLen2 = WinLen2.map;
    initial
    report Result2 = windowhighpass( Expr, WinLen2);

    • python
    Expr = readmap(“Expr.map”)
    WinLen2 = readmap(“WinLen2.map”)
    Result2 = windowhighpass( Expr, WinLen2)
    Result2.map Expr.map WinLen2.map
    _images/windowhighpass_Result2.png _images/windowaverage_Expr.png _images/windowaverage_WinLen2.png

  2. • pcrcalc
    binding
    Result1 = Result1.map;
    Expr = Expr.map;
    initial
    report Result1 = windowhighpass( Expr, 6);

    • python
    Expr = readmap(“Expr.map”)
    Result1 = windowhighpass( Expr, 6)
    Result1.map Expr.map
    _images/windowhighpass_Result1.png _images/windowaverage_Expr.png

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