.. index:: ! grdmath
.. include:: module_core_purpose.rst_

*******
grdmath
*******

|grdmath_purpose|

Synopsis
--------

.. include:: common_SYN_OPTs.rst_

**gmt grdmath**
[ |SYN_OPT-Area| ]
[ |-C|\ [*cpt*] ]
[ |-D|\ *resolution*\ [**+f**] ]
[ |SYN_OPT-I| ]
[ |-M| ] [ |-N| ]
[ |SYN_OPT-R| ]
[ |-S| ]
[ |SYN_OPT-V| ]
[ |SYN_OPT-a| ]
[ |SYN_OPT-bi| ]
[ |SYN_OPT-di| ]
[ |SYN_OPT-e| ]
[ |SYN_OPT-f| ]
[ |SYN_OPT-g| ]
[ |SYN_OPT-h| ]
[ |SYN_OPT-i| ]
[ |SYN_OPT-n| ]
[ |SYN_OPT-r| ]
[ |SYN_OPT-x| ]
[ |SYN_OPT--| ]
*operand* [ *operand* ] **OPERATOR** [ *operand* ]
**OPERATOR** ... **=** *outgrid*

|No-spaces|

Description
-----------

**grdmath** will perform operations like add, subtract, multiply, and
hundreds of other operands on one or more grid files or constants using
`Reverse Polish Notation (RPN) <https://en.wikipedia.org/wiki/Reverse_Polish_notation>`_
syntax.  Arbitrarily complicated expressions may therefore be evaluated; the
final result is written to an output grid file. Grid operations are
element-by-element, not matrix manipulations. Some operators only
require one operand (see below). If no grid files are used in the
expression then options |-R|, |-I| must be set (and optionally
|SYN_OPT-r|). The expression **=** *outgrid* can occur as many times as
the depth of the stack allows in order to save intermediate results.
Complicated or frequently occurring expressions may be coded as a macro
for future use or stored and recalled via named memory locations.

.. include:: RPN_info.rst_

Required Arguments
------------------

*operand*
    If *operand* can be opened as a file it will be read as a grid file.
    If not a file, it is interpreted as a numerical constant or a
    special symbol (see below).

*outgrid*
    The name of a 2-D grid file that will hold the final result. (See
    :ref:`Grid File Formats <grd_inout_full>`).

Optional Arguments
------------------

.. _-A:

.. |Add_-A| replace:: (|-A| is only relevant to the **LDISTG** operator).
.. include:: explain_-A.rst_

.. _-C:

**-C**\ [*cpt*]
    Retain the grid's default CPT (if it has one), or alternatively replace it with a
    new default *cpt* [Default removes any default CPT from the output grid].

.. _-D:

**-D**\ *resolution*\ [**+f**]
    Selects the resolution of the data set to use with the operator **LDISTG**
    ((**f**)ull, (**h**)igh, (**i**)ntermediate, (**l**)ow, and (**c**)rude). The
    resolution drops off by 80% between data sets [Default is **l**].
    Append **+f** to automatically select a lower resolution should the one
    requested not be available [abort if not found].

.. _-I:

.. include:: explain_-I.rst_

.. _-M:

**-M**
    By default any derivatives calculated are in z_units/x(or
    y)\_units. However, the user may choose this option to convert dx,dy
    in degrees of longitude,latitude into meters using a flat Earth
    approximation, so that gradients are in z_units/meter.

.. _-N:

**-N**
    Turn off strict domain match checking when multiple grids are
    manipulated [Default will insist that each grid domain is within
    :math:`10^{-4}` times the grid spacing of the domain of the first grid listed].

.. |Add_-R| replace:: |Add_-R_links|
.. include:: explain_-R.rst_
    :start-after: **Syntax**
    :end-before: **Description**

.. _-S:

**-S**
    Reduce (i.e., collapse) the entire stack to a single grid by applying the
    next operator to all co-registered nodes across the entire stack.  You
    must specify |-S| *after* listing all of your grids.  **Note**: You can only
    follow |-S| with a reducing operator, i.e., from the list **ADD**, **AND**, **MAD**,
    **LMSSCL**, **MAX**, **MEAN**, **MEDIAN**, **MIN**, **MODE**, **MUL**, **RMS**,
    **STD**, **SUB**, **VAR** or **XOR**.

.. |Add_-V| replace:: |Add_-V_links|
.. include:: explain_-V.rst_
    :start-after: **Syntax**
    :end-before: **Description**

.. include:: explain_-aspatial.rst_

.. |Add_-bi| replace:: The binary input option
    only applies to the data files needed by operators **LDIST**,
    **PDIST**, and **INSIDE**.
.. include:: explain_-bi.rst_

.. |Add_-di| unicode:: 0x20 .. just an invisible code
.. include:: explain_-di.rst_

.. |Add_-e| unicode:: 0x20 .. just an invisible code
.. include:: explain_-e.rst_

.. |Add_-f| unicode:: 0x20 .. just an invisible code
.. include:: explain_-f.rst_

.. |Add_-g| unicode:: 0x20 .. just an invisible code
.. include:: explain_-g.rst_

.. |Add_-h| unicode:: 0x20 .. just an invisible code
.. include:: explain_-h.rst_

.. include:: explain_-icols.rst_

.. include:: explain_-n.rst_

.. |Add_nodereg| replace:: Only used with |-R| |-I|.
.. include:: explain_nodereg.rst_

.. include:: explain_core.rst_

.. include:: explain_help.rst_

Operators
---------

Choose among the following operators. "Args" are the number of input
and output arguments.

=============== ====== =============================================================================================== ===================
Operator        Args   Returns                                                                                         Type of function
=============== ====== =============================================================================================== ===================
**ABS**         1 1    Absolute value of A                                                                             Arithmetic
**ACOS**        1 1    Inverse cosine (result in radians)                                                              Calculus
**ACOSD**       1 1    Inverse cosine (result in degrees)                                                              Calculus
**ACOSH**       1 1    Inverse hyperbolic cosine                                                                       Calculus
**ACOT**        1 1    Inverse of cotangent (result in radians)                                                        Calculus
**ACOTD**       1 1    Inverse of cotangent (result in degrees)                                                        Calculus
**ACSC**        1 1    Inverse of cosecant (result in radians)                                                         Calculus
**ACSCD**       1 1    Inverse of cosecant (result in degrees)                                                         Calculus
**ADD**         2 1    A + B (addition)                                                                                Arithmetic
**AND**         2 1    B if A equals NaN, else A                                                                       Logic
**ARC**         2 1    Return arc (A,B) on [0 pi]                                                                      Arithmetic
**AREA**        0 1    Area of each gridnode cell (in km^2 if geographic)                                              Special Operators
**ASEC**        1 1    Inverse of secant (result in radians)                                                           Calculus
**ASECD**       1 1    Inverse of secant (result in degrees)                                                           Calculus
**ASIN**        1 1    Inverse of sine (result in radians)                                                             Calculus
**ASIND**       1 1    Inverse of sine (result in degrees)                                                             Calculus
**ASINH**       1 1    Inverse of hyperbolic sine                                                                      Calculus
**ATAN**        1 1    Inverse of tangent (result in radians)                                                          Calculus
**ATAND**       1 1    Inverse of tangent (result in degrees)                                                          Calculus
**ATAN2**       2 1    Inverse of tangent of A/B  (result in radians)                                                  Calculus
**ATAN2D**      2 1    Inverse of tangent of A/B (result in degrees)                                                   Calculus
**ATANH**       1 1    Inverse of hyperbolic tangent                                                                   Calculus
**BCDF**        3 1    Binomial cumulative distribution function for p = A, n = B, and x = C                           Probability
**BPDF**        3 1    Binomial probability density function for p = A, n = B, and x = C                               Probability
**BEI**         1 1    Kelvin function bei (A)                                                                         Special Functions
**BER**         1 1    Kelvin function ber (A)                                                                         Special Functions
**BITAND**      2 1    A & B (bitwise AND operator)                                                                    Logic
**BITLEFT**     2 1    A << B (bitwise left-shift operator)                                                            Arithmetic
**BITNOT**      1 1    ~A (bitwise NOT operator, i.e., return two’s complement)                                        Logic
**BITOR**       2 1    A | B (bitwise OR operator)                                                                     Logic
**BITRIGHT**    2 1    A >> B (bitwise right-shift operator)                                                           Arithmetic
**BITTEST**     2 1    1 if bit B of A is set, else 0 (bitwise TEST operator)                                          Logic
**BITXOR**      2 1    A ^ B (bitwise XOR operator)                                                                    Logic
**BLEND**       3 1    Blend A and B using weights in C (0-1 range) as A*C + B*(1-C)                                   Special Operators
**CAZ**         2 1    Cartesian azimuth from grid nodes to stack *x, y* (i.e., A, B)                                  Special Operators
**CBAZ**        2 1    Cartesian back-azimuth from grid nodes to stack *x, y* (i.e., A, B)                             Special Operators
**CDIST**       2 1    Cartesian distance between grid nodes and stack *x, y* (i.e., A, B)                             Special Operators
**CDIST2**      2 1    As CDIST but only to nodes that are != 0                                                        Special Operators
**CEIL**        1 1    ceil (A) (smallest integer >= A)                                                                Logic
**CHICRIT**     2 1    Chi-squared distribution critical value for alpha = A and nu = B                                Probability
**CHICDF**      2 1    Chi-squared cumulative distribution function for chi2 = A and nu = B                            Probability
**CHIPDF**      2 1    Chi-squared probability density function for chi2 = A and nu = B                                Probability
**COMB**        2 1    Combinations n_C_r, with n = A and r = B                                                        Probability
**CORRCOEFF**   2 1    Correlation coefficient r(A, B)                                                                 Probability
**COS**         1 1    Cosine of A (A in radians)                                                                      Calculus
**COSD**        1 1    Cosine of A (A in degrees)                                                                      Calculus
**COSH**        1 1    Hyperbolic cosine of A                                                                          Calculus
**COT**         1 1    Cotangent of A (A in radians)                                                                   Calculus
**COTD**        1 1    Cotangent of A (A in degrees)                                                                   Calculus
**CSC**         1 1    Cosecant of A (A in radians)                                                                    Calculus
**CSCD**        1 1    Cosecant of A (A in degrees)                                                                    Calculus
**CUMSUM**      2 1    Cumulative sum per row (B=±1|3) or column (B=±2|4) in A. Sign of B sets summation direction     Arithmetic
**CURV**        1 1    Curvature of A (Laplacian)                                                                      Calculus
**D2DX2**       1 1    d^2(A)/dx^2 2nd derivative                                                                      Calculus
**D2DY2**       1 1    d^2(A)/dy^2 2nd derivative                                                                      Calculus
**D2DXY**       1 1    d^2(A)/dxdy 2nd derivative                                                                      Calculus
**D2R**         1 1    Converts degrees to radians                                                                     Special Operators
**DDX**         1 1    d(A)/dx Central 1st derivative                                                                  Calculus
**DAYNIGHT**    3 1    1 where sun at (A, B) shines and 0 elsewhere, with C transition width                           Special Operators
**DDY**         1 1    d(A)/dy Central 1st derivative                                                                  Calculus
**DEG2KM**      1 1    Converts spherical degrees to kilometers                                                        Special Operators
**DENAN**       2 1    Replace NaNs in A with values from B                                                            Logic
**DILOG**       1 1    Dilogarithm (Spence's) function                                                                 Special Functions
**DIV**         2 1    A / B (division)                                                                                Arithmetic
**DOT**         2 1    2-D (Cartesian) or 3-D (geographic) dot products between nodes and stack (A, B) unit vector(s)  Special Operators
**DUP**         1 2    Places duplicate of A on the stack                                                              Special Operators
**ECDF**        2 1    Exponential cumulative distribution function for x = A and lambda = B                           Probability
**ECRIT**       2 1    Exponential distribution critical value for alpha = A and lambda = B                            Probability
**EPDF**        2 1    Exponential probability density function for x = A and lambda = B                               Probability
**ERF**         1 1    Error function erf (A)                                                                          Probability
**ERFC**        1 1    Complementary Error function erfc (A)                                                           Probability
**EQ**          2 1    1 if A equals B, else 0                                                                         Logic
**ERFINV**      1 1    Inverse error function of A                                                                     Probability
**EXCH**        2 2    Exchanges A and B on the stack                                                                  Special Operators
**EXP**         1 1    E raised to a power.                                                                            Arithmetic
**FACT**        1 1    A! (A factorial)                                                                                Arithmetic
**EXTREMA**     1 1    Local extrema: -1 is a (local) minimum, +1 a (local) maximum, and 0 elsewhere                   Calculus
**FCDF**        3 1    F cumulative distribution function for F = A, nu1 = B, and nu2 = C                              Probability
**FCRIT**       3 1    F distribution critical value for alpha = A, nu1 = B, and nu2 = C                               Probability
**FISHER**      3 1    Fisher probability density function at nodes for center lon = A, lat = B, with kappa = C        Probability
**FLIPLR**      1 1    Reverse order of values in each row                                                             Special Operators
**FLIPUD**      1 1    Reverse order of each column                                                                    Special Operators
**FLOOR**       1 1    greatest integer less than or equal to A                                                        Logic
**FMOD**        2 1    A % B (remainder after truncated division)                                                      Arithmetic
**FPDF**        3 1    F probability density function for F = A, nu1 = B, and nu2 = C                                  Probability
**GE**          2 1    1 if A >= (greater or equal than) B, else 0                                                     Logic
**GT**          2 1    1 if A > (greater than) B, else 0                                                               Logic
**HSV2LAB**     3 3    Convert h,s,v triplets to l,a,b triplets, with h = A (0-360), s = B and v = C (0-1)             Special Operators
**HSV2RGB**     3 3    Convert h,s,v triplets to r,g,b triplets, with h = A (0-360), s = B and v = C (0-1)             Special Operators
**HSV2XYZ**     3 3    Convert h,s,v triplets to x,t,z triplets, with h = A (0-360), s = B and v = C (0-1)             Special Operators
**HYPOT**       2 1    Hypotenuse of a right triangle of sides A and B (= sqrt (A^2 + B^2))                            Calculus
**I0**          1 1    Modified Bessel function of A (1st kind, order 0)                                               Special Functions
**I1**          1 1    Modified Bessel function of A (1st kind, order 1)                                               Special Functions
**IFELSE**      3 1    B if A is not equal to 0, else C                                                                Logic
**IN**          2 1    Modified Bessel function of A (1st kind, order B)                                               Special Functions
**INRANGE**     3 1    1 if B <= A <= C, else 0                                                                        Logic
**INSIDE**      1 1    1 when inside or on polygon(s) in A, else 0                                                     Special Operators
**INV**         1 1    Inverse error function of A                                                                     Probability
**ISFINITE**    1 1    1 if A is finite, else 0                                                                        Logic
**ISNAN**       1 1    1 if A equals NaN, else 0                                                                       Logic
**J0**          1 1    Bessel function of A (1st kind, order 0)                                                        Special Functions
**J1**          1 1    Bessel function of A (1st kind, order 1)                                                        Special Functions
**JN**          2 1    Bessel function of A (1st kind, order B)                                                        Special Functions
**K0**          1 1    Modified Kelvin function of A (2nd kind, order 0)                                               Special Functions
**K1**          1 1    Modified Bessel function of A (2nd kind, order 1)                                               Special Functions
**KEI**         1 1    Kelvin function kei (A)                                                                         Special Functions
**KER**         1 1    Kelvin function ker (A)                                                                         Special Functions
**KM2DEG**      1 1    Converts kilometers to spherical degrees                                                        Special Operators
**KN**          2 1    Modified Bessel function of A (2nd kind, order B)                                               Special Functions
**KURT**        1 1    Kurtosis of A                                                                                   Probability
**LAB2HSV**     3 3    Convert *l,a,b* triplets to *h,s,v* triplets                                                    Special Operators
**LAB2RGB**     3 3    Convert *l,a,b* triplets to *r,g,b* triplets                                                    Special Operators
**LAB2XYZ**     3 3    Convert *l,a,b* triplets to *x,y,z* triplets                                                    Special Operators
**LCDF**        1 1    Laplace cumulative distribution function for z = A                                              Probability
**LCRIT**       1 1    Laplace distribution critical value for alpha = A                                               Probability
**LDIST**       1 1    Compute minimum distance (in km if -fg) from lines in multi-segment ASCII file A                Special Operators
**LDIST2**      2 1    As LDIST, from lines in ASCII file B but only to nodes where A != 0                             Special Operators
**LDISTG**      0 1    As LDIST, but operates on the GSHHG dataset (see -A, -D for options).                           Special Operators
**LE**          2 1    1 if A <= (equal or smaller than) B, else 0                                                     Logic
**LOG**         1 1    Dilogarithm (Spence's) function                                                                 Special Functions
**LOG10**       1 1    :math:`\log_{10}` (A) (logarithm base 10)                                                       Arithmetic
**LOG1P**       1 1    log (1+A) (natural logarithm, accurate for small A)                                             Arithmetic
**LOG2**        1 1    :math:`\log_2` (A) (logarithm base 2)                                                           Arithmetic
**LMSSCL**      1 1    LMS (Least Median of Squares) scale estimate (LMS STD) of A                                     Probability
**LMSSCLW**     2 1    Weighted LMS scale estimate (LMS STD) of A for weights in B                                     Probability
**LOWER**       1 1    The lowest (minimum) value of A                                                                 Arithmetic
**LPDF**        1 1    Laplace probability density function for z = A                                                  Probability
**LRAND**       2 1    Laplace random noise with mean A and std. deviation B                                           Probability
**LT**          2 1    1 if A < (smaller than) B, else 0                                                               Logic
**MAD**         1 1    Median Absolute Deviation (L1 STD) of A                                                         Probability
**MAX**         2 1    Maximum of A and B                                                                              Probability
**MEAN**        1 1    Mean value of A                                                                                 Probability
**MEANW**       2 1    Weighted mean value of A for weights in B                                                       Probability
**MEDIAN**      1 1    Median value of A                                                                               Probability
**MEDIANW**     2 1    Weighted median value of A for weights in B                                                     Probability
**MIN**         2 1    Minimum of A and B                                                                              Probability
**MOD**         2 1    A % B (remainder after truncated division)                                                      Arithmetic
**MODE**        1 1    Mode value (Least Median of Squares) of A                                                       Probability
**MODEW**       2 1    Weighted mode value (Least Median of Squares) of A for weights in B                             Probability
**MUL**         2 1    A x B (multiplication)                                                                          Arithmetic
**NAN**         2 1    NaN if A == B, else A                                                                           Logic
**NEG**         1 1    Negative (-A)                                                                                   Arithmetic
**NEQ**         2 1    1 If A  is not equal to B, else 0                                                               Logic
**NORM**        1 1    Normalize (A) so min(A) = 0 and max(A) = 1                                                      Probability
**NOT**         1 1    ~A (bitwise NOT operator, i.e., return two’s complement)                                        Logic
**NRAND**       2 1    Normal, random values with mean A and std. deviation B                                          Probability
**OR**          2 1    NaN if B equals NaN, else A                                                                     Logic
**PCDF**        2 1    Poisson cumulative distribution function for x = A and lambda = B                               Probability
**PDIST**       1 1    Compute minimum distance (in km if -fg) from points in ASCII file A                             Special Operators
**PDIST2**      2 1    As PDIST, from points in ASCII file B but only to nodes where A != 0                            Special Operators
**PERM**        2 1    Permutations n_P_r, with n = A and r = B                                                        Probability
**PLM**         3 1    Associated Legendre polynomial P(A) degree B order C                                            Special Functions
**PLMg**        3 1    Normalized associated Legendre polynomial P(A) degree B order C (geophysical convention)        Special Functions
**POINT**       1 2    Compute mean x and y from ASCII file A and place them on the stack                              Special Operators
**POP**         1 0    Delete top element from the stack                                                               Special Operators
**POW**         2 1    A to the power of B                                                                             Arithmetic
**PPDF**        2 1    Poisson distribution P(x,lambda), with x = A and lambda = B                                     Probability
**PQUANT**      2 1    The B’th quantile (0-100%) of A                                                                 Probability
**PQUANTW**     3 1    The C’th weighted quantile (0-100%) of A for weights in B                                       Probability
**PSI**         1 1    Psi (or Digamma) of A                                                                           Special Functions
**PV**          3 1    Legendre function Pv(A) of degree v = real(B) + imag(C)                                         Special Functions
**QV**          3 1    Legendre function Qv(A) of degree v = real(B) + imag(C)                                         Special Functions
**R2**          2 1    Hypotenuse squared (= A^2 + B^2)                                                                Calculus
**R2D**         1 1    Convert radians to degrees                                                                      Special Operators
**RAND**        2 1    Laplace random noise with mean A and std. deviation B                                           Probability
**RCDF**        1 1    Rayleigh cumulative distribution function for z = A                                             Probability
**RCRIT**       1 1    Rayleigh distribution critical value for alpha = A                                              Probability
**RGB2HSV**     3 3    Convert *r,g,b* triplets to *h,s,v* triplets, with r = A, g = B, and b = C (in 0-255 range)     Special Operators
**RGB2LAB**     3 3    Convert *r,g,b* triplets to *l,a,b* triplets, with r = A, g = B, and b = C (in 0-255 range)     Special Operators
**RGB2XYZ**     3 3    Convert *r,g,b* triplets to *x,y,z* triplets, with r = A, g = B, and b = C (in 0-255 range)     Special Operators
**RINT**        1 1    rint (A) (round to integral value nearest to A)                                                 Arithmetic
**RMS**         1 1    Root-mean-square of A                                                                           Arithmetic
**RMSW**        1 1    Weighted root-mean-square of A for weights in B                                                 Arithmetic
**RPDF**        1 1    Rayleigh probability density function for z = A                                                 Probability
**ROLL**        2 0    Cyclically shifts the top A stack items by an amount B                                          Special Operators
**ROTX**        2 1    Rotate A by the (constant) shift B in x-direction                                               Arithmetic
**ROTY**        2 1    Rotate A by the (constant) shift B in y-direction                                               Arithmetic
**SADDLE**      1 1    Saddle point (±), with (local) minimum (-1) or maximum (+1) in x-direction, 0 elsewhere         Calculus
**SDIST**       2 1    Spherical (Great circle|geodesic) distance (in km) between nodes and stack (A, B) |ex_SDIST|    Special Operators
**SDIST2**      2 1    As SDIST but only to nodes that are != 0                                                        Special Operators
**SAZ**         2 1    Spherical azimuth from grid nodes to stack (*lon, lat*) (i.e., A, B)                            Special Operators
**SBAZ**        2 1    Spherical back-azimuth from grid nodes to stack (*lon, lat*) (i.e., A, B)                       Special Operators
**SEC**         1 1    Inverse of secant (result in radians)                                                           Calculus
**SECD**        1 1    Inverse of secant (result in degrees)                                                           Calculus
**SIGN**        1 1    Sign (+1 or -1) of A                                                                            Logic
**SIN**         1 1    Sine of A (A in radians)                                                                        Calculus
**SINC**        1 1    Normalized sinc function.                                                                       Special Functions
**SIND**        1 1    Sine of A (A in degrees)                                                                        Calculus
**SINH**        1 1    Hiperbolic sine of A                                                                            Calculus
**SKEW**        1 1    Skewness of A                                                                                   Probability
**SQR**         1 1    Square (to the power of 2)                                                                      Arithmetic
**SQRT**        1 1    Square root                                                                                     Arithmetic
**STD**         1 1    Standard deviation of A                                                                         Probability
**STDW**        2 1    Weighted standard deviation of A for weights in B                                               Probability
**STEP**        1 1    Heaviside step function H(A)                                                                    Special Functions
**STEPX**       1 1    Heaviside step function in x: H(x-A)                                                            Special Functions
**STEPY**       1 1    Heaviside step function in y: H(y-A)                                                            Special Functions
**SUB**         2 1    A - B (subtraction)                                                                             Arithmetic
**SUM**         1 1    Cumulative sum of A                                                                             Arithmetic
**TAN**         1 1    Tangent of A (A in radians)                                                                     Calculus
**TAND**        1 1    Tangent of A (A in degrees)                                                                     Calculus
**TANH**        1 1    Hyperbolic tangent of A                                                                         Calculus
**TAPER**       2 1    Unit weights cosine-tapered to zero within A of end margins                                     Special Operators
**TCDF**        2 1    Student’s t cumulative distribution function for t = A, and nu = B                              Probability
**TCRIT**       2 1    Student’s t distribution critical value for alpha = A and nu = B                                Probability
**TN**          2 1    ~A (bitwise NOT operator, i.e., return two’s complement)                                        Logic
**TPDF**        2 1    Student’s t probability density function for t = A, and nu = B                                  Probability
**TRIM**        3 1    Alpha-trim C to NaN if values fall in tails A and B (in percentage)                             Special Operators
**UPPER**       1 1    The highest (maximum) value of A                                                                Arithmetic
**VAR**         1 1    Variance of A                                                                                   Probability
**VARW**        2 1    Weighted variance of A for weights in B                                                         Probability
**VPDF**        3 1    Von Mises density distribution V(x,mu,kappa), with angles = A, mu = B, and kappa = C            Probability
**WCDF**        3 1    Weibull cumulative distribution function for x = A, scale = B, and shape = C                    Probability
**WCRIT**       3 1    Weibull distribution critical value for alpha = A, scale = B, and shape = C                     Probability
**WPDF**        3 1    Weibull density distribution P(x,scale,shape), with x = A, scale = B, and shape = C             Probability
**WRAP**        1 1    wrap A in radians onto [-pi,pi]                                                                 Special Operators
**XOR**         2 1    A ^ B (bitwise XOR operator)                                                                    Logic
**XYZ2HSV**     3 3    Convert *x,y,z* triplets to *h,s,v* triplets                                                    Special Operators
**XYZ2LAB**     3 3    Convert *x,y,z* triplets to *l,a,b* triplets                                                    Special Operators
**XYZ2RGB**     3 3    Convert *x,y,z* triplets to *r,g,b* triplets                                                    Special Operators
**Y0**          1 1    Bessel function of A (2nd kind, order 0)                                                        Special Functions
**Y1**          1 1    Bessel function of A (2nd kind, order 1)                                                        Special Functions
**YLM**         2 2    Real and Imaginary orthonormalized spherical harmonics degree A order B                         Special Functions
**YLMg**        2 2    Cos and Sin normalized spherical harmonics degree A order B (geophysical convention)            Special Functions
**YN**          2 1    Bessel function of A (2nd kind, order B)                                                        Special Functions
**ZCDF**        1 1    Normal cumulative distribution function for z = A                                               Probability
**ZCRIT**       1 1    Normal distribution critical value for alpha = A                                                Probability
**ZPDF**        1 1    Normal probability density function for z = A                                                   Probability
=============== ====== =============================================================================================== ===================

Symbols
-------

The following symbols have special meaning:

+-------------+-------------------------------------------------+
| **PI**      | 3.1415926...                                    |
+-------------+-------------------------------------------------+
| **E**       | 2.7182818...                                    |
+-------------+-------------------------------------------------+
| **EULER**   | 0.5772156...                                    |
+-------------+-------------------------------------------------+
| **PHI**     | 1.6180339... (golden ratio)                     |
+-------------+-------------------------------------------------+
| **EPS_F**   | 1.192092896e-07 (single precision epsilon)      |
+-------------+-------------------------------------------------+
| **XMIN**    | Minimum *x* value                               |
+-------------+-------------------------------------------------+
| **XMAX**    | Maximum *x* value                               |
+-------------+-------------------------------------------------+
| **XRANGE**  | Range of *x* values                             |
+-------------+-------------------------------------------------+
| **XINC**    | The *x* increment                               |
+-------------+-------------------------------------------------+
| **NX**      | The number of *x* nodes                         |
+-------------+-------------------------------------------------+
| **YMIN**    | Minimum *y* value                               |
+-------------+-------------------------------------------------+
| **YMAX**    | Maximum *y* value                               |
+-------------+-------------------------------------------------+
| **YRANGE**  | Range of *y* values                             |
+-------------+-------------------------------------------------+
| **YINC**    | The *y* increment                               |
+-------------+-------------------------------------------------+
| **NY**      | The number of *y* nodes                         |
+-------------+-------------------------------------------------+
| **X**       | Grid with *x*-coordinates                       |
+-------------+-------------------------------------------------+
| **Y**       | Grid with *y*-coordinates                       |
+-------------+-------------------------------------------------+
| **XNORM**   | Grid with normalized [-1 to +1] *x*-coordinates |
+-------------+-------------------------------------------------+
| **YNORM**   | Grid with normalized [-1 to +1] *y*-coordinates |
+-------------+-------------------------------------------------+
| **XCOL**    | Grid with column numbers 0, 1, ..., NX-1        |
+-------------+-------------------------------------------------+
| **YROW**    | Grid with row numbers 0, 1, ..., NY-1           |
+-------------+-------------------------------------------------+
| **NODE**    | Grid with node numbers 0, 1, ..., (NX*NY)-1     |
+-------------+-------------------------------------------------+
| **NODEP**   | Grid with node numbers in presence of pad       |
+-------------+-------------------------------------------------+

Notes On Operators
------------------

#. For Cartesian grids the operators **MEAN**, **MEDIAN**, **MODE**,
   **LMSSCL**, **MAD**, **PQUANT**, **RMS**, **STD**, and **VAR** return the
   expected value from the given matrix.  However, for geographic grids
   we perform a spherically weighted calculation where each node value
   is weighted by the geographic area represented by that node.

#. The operator **SDIST** calculates spherical distances in km between the
   (*lon, lat*) point on the stack and all node positions in the grid. The
   grid domain and the (*lon, lat*) point are expected to be in degrees.
   Similarly, the **SAZ** and **SBAZ** operators calculate spherical
   azimuth and back-azimuths in degrees, respectively. The operators
   **LDIST** and **PDIST** compute spherical distances in km if **-fg** is
   set or implied, else they return Cartesian distances. **Note**: If the current
   :term:`PROJ_ELLIPSOID` is ellipsoidal then
   geodesics are used in calculations of distances, which can be slow.
   You can trade speed with accuracy by changing the algorithm used to
   compute the geodesic (see :ref:`PROJ_GEODESIC <Projection Parameters>`).

   The operator **LDISTG** is a version of **LDIST** that operates on the
   GSHHG data. Instead of reading an ASCII file, it directly accesses one of
   the GSHHG data sets as determined by the |-D| and |-A| options.

#. The operator **POINT** reads a ASCII table, computes the mean x and mean
   y values and places these on the stack.  If geographic data then we use
   the mean 3-D vector to determine the mean location.

#. The operator **PLM** calculates the associated Legendre polynomial
   of degree *L* and order *M* (:math:`0 \leq M \leq L)`, and its argument is the sine of
   the latitude. **PLM** is not normalized and includes the Condon-Shortley
   phase :math:`(-1)^M`. **PLMg** is normalized in the way that is most commonly
   used in geophysics. The Condon-Shortley phase can be added by using *-M* as argument.
   **PLM** will overflow at higher degrees, whereas **PLMg** is stable
   until ultra high degrees (at least 3000).

#. The operators **YLM** and **YLMg** calculate normalized spherical
   harmonics for degree *L* and order *M* (:math:`0 \leq M \leq L)` for all positions in
   the grid, which is assumed to be in degrees. **YLM** and **YLMg** return
   two grids, the real (cosine) and imaginary (sine) component of the
   complex spherical harmonic. Use the **POP** operator (and **EXCH**) to
   get rid of one of them, or save both by giving two consecutive = file.nc calls.
   The orthonormalized complex harmonics **YLM** are most commonly used in
   physics and seismology. The square of **YLM** integrates to 1 over a
   sphere. In geophysics, **YLMg** is normalized to produce unit power when
   averaging the cosine and sine terms (separately!) over a sphere (i.e.,
   their squares each integrate to :math:`4 \pi`). The Condon-Shortley phase :math:`(-1)^M`
   is not included in **YLM** or **YLMg**, but it can be added by using *-M*
   as argument.

#. All the derivatives are based on central finite differences, with
   natural boundary conditions, and are Cartesian derivatives.

#. Files that have the same names as some operators, e.g., **ADD**,
   **SIGN**, **=**, etc. should be identified by prepending the current
   directory (i.e., ./LOG).

#. Piping of files is not allowed.

#. The stack depth limit is hard-wired to 100.

#. All functions expecting a positive radius (e.g., **LOG**, **KEI**,
   etc.) are passed the absolute value of their argument. 

#. The bitwise operators (**BITAND**, **BITLEFT**, **BITNOT**, **BITOR**,
   **BITRIGHT**, **BITTEST**, and **BITXOR**) convert a grid's single
   precision values to unsigned 32-bit ints to perform the bitwise
   operations. Consequently, the largest whole integer value that can be
   stored in a float grid is 2^24 or 16,777,216. Any higher result will be
   masked to fit in the lower 24 bits. Thus, bit operations are effectively
   limited to 24 bit. All bitwise operators return NaN if given NaN
   arguments or bit-settings <= 0.

#. When OpenMP support is compiled in, a few operators will take advantage
   of the ability to spread the load onto several cores.  At present, the
   list of such operators is: **LDIST**, **LDIST2**, **PDIST**, **PDIST2**,
   **SAZ**, **SBAZ**, **SDIST**, **YLM**, and **grd_YLMg**.

#. Operators **DEG2KM** and **KM2DEG** are only exact when a spherical Earth
   is selected with :term:`PROJ_ELLIPSOID`.

#. Operator **DOT** normalizes 2-D vectors before the dot-product takes place.
   For 3-D vector they are all unit vectors to begin with.

#. The color-triplet conversion functions (**RGB2HSV**, etc.) includes not
   only *r,g,b* and *h,s,v* triplet conversions, but also *l,a,b* (CIE L a b ) and
   sRGB (*x,y,z*) conversions between all four color spaces.

#. The **DAYNIGHT** operator returns a grid with ones on the side facing the given
   sun location at (A,B).  If the transition width (C) is zero then we get
   either 1 or 0, but if C is nonzero then we approximate the step function
   using an atan-approximation instead.  Thus, the values are never exactly
   0 or 1, but close, and the smaller C the closer we get.

#. The **VPDF** operator expects angles in degrees.

#. The **CUMSUM** operator normally resets the accumulated sums at the end of a
   row or column.  Use ±3 or ±4 to have the accumulated sums continue with the
   start of the next row or column.

.. include:: explain_float.rst_

.. include:: explain_grd_coord.rst_

.. include:: explain_sto_rcl_clr.rst_

.. include:: explain_gshhg.rst_

.. include:: explain_inside.rst_

Macros
------

Users may save their favorite operator combinations as macros via the
file *grdmath.macros* in their current or user (~/.gmt) directory. The file may contain
any number of macros (one per record); comment lines starting with # are
skipped. The format for the macros is **name** = **arg1 arg2 ... arg2**
: *comment* where **name** is how the macro will be used. When this
operator appears on the command line we simply replace it with the
listed argument list. No macro may call another macro. As an example,
the following macro expects three arguments (radius x0 y0) and sets the
nodes that are inside the given Cartesian circle to 1 and those outside to 0:

**INCIRCLE** = **CDIST EXCH DIV** 1 **LE** : usage: r x y INCIRCLE to return 1
inside circle

Marine geophysicist often need to evaluate predicted seafloor depth from an age grid.
One such model is the classic *Parsons and Sclater* [1977] curve.  It may be written

.. math::

    z(t) = \left \{ \begin{array}{rr}
            2500 + 350 \sqrt{t}, & t \leq 70 \\
            6400 - 3200 \exp{\left (\frac{-t}{62.8}\right)}, & t > 20
        \end{array} \right.

A good cross-over age for these curves is 26.2682 Myr. A macro for this system is a bit awkward due to the split but can be written

**PS77** = **STO@T POP** 6400 **RCL@T** 62.8 **DIV NEG EXP** 3200 **MUL SUB RCL@T** 26.2682 **GT MUL** 2500 350 **RCL@T SQRT MUL ADD RCL@T** 26.2682 **LE MUL ADD** : usage: age PS77 returns depth

i.e., we evaluate both expressions and multiply them by 1 or 0 depending where they apply, and then add them.  With this macro
installed you can compute predicted depths in the Pacific northwest via::

    gmt grdmath -R200/240/40/60 @earth_age_01m_g PS77 = depth_ps77.grd

**Note**: Because geographic or time constants may be present in a macro, it
is required that the optional comment flag (:) must be followed by a space.

Examples
--------

.. include:: explain_example.rst_

To compute all distances to north pole, try::

     gmt grdmath -Rg -I1 0 90 SDIST = dist_to_NP.nc

To take :math:`\log_{10}` of the average of 2 files, use::

    gmt grdmath file1.nc file2.nc ADD 0.5 MUL LOG10 = file3.nc

Given the file ages.nc, which holds seafloor ages in m.y., use the
relation depth(in m) = 2500 + 350 \* sqrt (age) to estimate normal seafloor depths, try::

    gmt grdmath ages.nc SQRT 350 MUL 2500 ADD = depths.nc

To find the angle a (in degrees) of the largest principal stress from
the stress tensor given by the three files s_xx.nc s_yy.nc, and
s_xy.nc from the relation tan (2\*a) = 2 \* s_xy / (s_xx - s_yy), use::

    gmt grdmath 2 s_xy.nc MUL s_xx.nc s_yy.nc SUB DIV ATAN 2 DIV = direction.nc

To calculate the fully normalized spherical harmonic of degree 8 and
order 4 on a 1 by 1 degree world map, using the real amplitude 0.4 and
the imaginary amplitude 1.1, use::

    gmt grdmath -R0/360/-90/90 -I1 8 4 YLM 1.1 MUL EXCH 0.4 MUL ADD = harm.nc

To extract the locations of local maxima that exceed 100 mGal in the file faa.nc, use::

    gmt grdmath faa.nc DUP EXTREMA 1 EQ MUL DUP 100 GT MUL 0 NAN = z.nc
    gmt grd2xyz z.nc -s > max.xyz

To demonstrate the use of named variables, consider this radial wave
where we store and recall the normalized radial arguments in radians by::

    gmt grdmath -R0/10/0/10 -I0.25 5 5 CDIST 2 MUL PI MUL 5 DIV STO@r COS @r SIN MUL = wave.nc

To create a dumb file saved as a 32 bits float GeoTIFF using GDAL, run::

    gmt grdmath -Rd -I10 X Y MUL = lixo.tiff=gd:GTiff

To compute distances in km from the line trace.txt for the area represented by the
geographic grid data.grd, run::

    gmt grdmath -Rdata.grd trace.txt LDIST = dist_from_line.grd

To demonstrate the stack-reducing effect of |-S|, we compute the standard deviation
per node of all the grids matching the name model_*.grd using::

    gmt grdmath model_*.grd -S STD = std_of_models.grd

To create a GeoTIFF with resolution 0.5x0.5 degrees with distances in km from the coast line, use::

    gmt grdmath -RNO,IS -Dc -I.5 LDISTG = distance.tif=gd:GTIFF

References
----------

Abramowitz, M., and I. A. Stegun, 1964, *Handbook of Mathematical
Functions*, Applied Mathematics Series, vol. 55, Dover, New York.

Holmes, S. A., and W. E. Featherstone, 2002, A unified approach to the
Clenshaw summation and the recursive computation of very high degree and
order normalized associated Legendre functions. *J. of Geodesy*,
76, 279-299.

B. Parsons and J. G. Sclater, 1977, An analysis of the variation of ocean
floor bathymetry and heat flow with age, *J. Geophys. Res.*, 82, 803-827.

Press, W. H., S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery,
1992, *Numerical Recipes*, 2nd edition, Cambridge Univ., New York.

Spanier, J., and K. B. Oldman, 1987, *An Atlas of Functions*, Hemisphere
Publishing Corp.

.. include:: RPN_MoreOn.rst_

See Also
--------

:doc:`gmt`, :doc:`gmtmath`,
:doc:`grd2xyz`, :doc:`grdedit`,
:doc:`grdinfo`, :doc:`xyz2grd`

.. ------------------------------------- Examples per option -------------------

.. |ex_SDIST| raw:: html

   <a href="#openModal">Example</a>
   <div id="openModal" class="modalDialog">
    <div>
        <a href="#close" title="Close" class="close">X</a>
        <h2>To compute all distances to north pole:</h2>
        <p>gmt grdmath -Rg -I1 0 90 SDIST = dist_to_NP.nc</br></p>
    </div>
   </div>
