Masks a multi-dimensional array against another given a single mask value.
function mask ( array , marray , mvalue ) return_val [dimsizes(array)] : typeof(array)
Main array of any type and dimensionality, but must be a super set of the dimensionality of marraymarray
Mask array of any type and dimensionality, but must have at most the same dimensionality as array, and its dimension sizes must correspond to array as defined below.mvalue
A scalar mask value which must be the same type as marray, or coercible to that type.
mask masks ("protects") the argument array against the mask array marray at locations where marray is equal to the argument mvalue.
Missing values are placed in the output array in locations where marray is not equal to the mask value, mvalue. The missing value used will be array@_FillValue if it is set, or the default missing value associated with the type of array if the _FillValue attribute is not set.
If array has n dimensions, and marray has m dimensions, then the dimensionality restrictions are as follows:
m is less-than-or-equal-to n The dimension sizes of marray must be equal to dimensions n-m through n-1 of array
Another way to put it is the dimensions of marray must be equal to the rightmost dimensions of array. Some valid dimension sizes for array and marray would be:
|10 x 20||10 x 20|
|10 x 20||20|
|18 x 64 x 128||18 x 64 x 128|
|18 x 64 x 128||64 x 128|
|18 x 64 x 128||128|
The best way to understand the mask function is to see the examples below!
The following demonstrates how mask works in addition to showing how to reshape array such that the dimensionality restrictions are met:
; ; Create array a and fill with integer values ; a = onedtond(ispan(1,120,1),(/4,5,6/)) a!0 = "time" a!1 = "x" a!2 = "y" ; ; Create mask arrays: ; ma0 has the same dimension sizes as dimensions 1 and 2 ; of a respectively. ; ma1 has the same dimension sizes as dimensions 2 and 0 ; of a respectively. ; ma0 = onedtond( (/1,1,2,2,3,3/), (/5,6/)) ma1 = onedtond( (/1,2,2,3/), (/6,4/)) ; ; Simple case mask a at locations where ma0 is equal-to 2 ; out0 = mask( a, ma0, 2) ; The default missing value ; ; for an integer is used ; since one wasn't set explicitly. ; ; More advanced case mask a at locations where ma0 is not-equal-to 2 ; out1 = mask( a, (ma0.ne.2), True) ; ; Now reshape a to mask a at locations where ma1 is equal-to 2 ; using Named Subscripting ; out2 = mask( a( x | : , y | :, time | :), ma1, 2) ; ; Same masking as above but it reshapes output of mask to ; original dimensionality ; out2!0 = "x" out2!1 = "y" out2!2 = "time" out2a = out2( time | :, x | : , y | :)
Assume x is a multi-dimensional array with a _FillValue attribute (x@_FillValue) set. Assume that all values less than 100 are to be "masked":
x = mask(x, x.lt.100,False)
y = x ; transfer metadata y = mask(x, x.lt.100,False)
Either code snippet will set all values in x that are less to 100 to the _FillValue.
Assume that oro is a two-dimensional array dimensioned lat x lon defining land and ocean points. When mvalue=1, the land is masked out leaving the ocean; similarly, when mvalue=0, the ocean is masked out leaving the land. Assume x is a two-dimensional array also dimensioned lat x lon. Then:
xLand = mask(x, oro, 1) xOcean = mask(x, oro, 0)
Users may want to transfer metadata information by the following assignments prior to using the above functions:
xLand = x xOcean = x xLand = mask(x, oro, 1) xOcean = mask(x, oro, 0)
Assume x is a multi-dimensional array dimensioned time x lat x lon or time x lev x lat x lon. Assume oro is dimensioned lat x lon:
xLand = x ; 3D xLand = mask (x, conform(x, oro, (/1,2/)), 1) XLand = X ; 4D XLand = mask (X, conform(X, oro, (/2,3/)), 1)
Here the conform function is used to temporarily expand oro to match the dimensions of the x and X variables.
Assume x is a two-dimensional array with two-dimensional coordinate arrays. To set all values outside some user-specified region as specified by latMin, latMax, lonMin, and lonMax, use:
x = f->X x@lat2d = f->latitude ; 2D coordinate arrays x@lon2d = f->longitude latMin = -20 latMax = 60 lonMin = 110 lonMax = 270 x = mask(x,(email@example.comMin .and. firstname.lastname@example.orgMax .and. \ email@example.comMin .and. firstname.lastname@example.orgMax), True)
This example is the same as example 5, but with x being 3D or 4D:
; 3D x = mask (x, conform(x, (email@example.comMin .and. \ firstname.lastname@example.orgMax .and. \ email@example.comMin .and. \ firstname.lastname@example.orgMax), (/1,2/)), True) ; 4D x = mask (x, conform(x, (email@example.comMin .and. \ firstname.lastname@example.orgMax .and. \ email@example.comMin .and. \ firstname.lastname@example.orgMax), (/2,3/)), True)