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optiminterp2

PURPOSE ^

% Performs a local 2D-optimal interpolation (objective analysis).

SYNOPSIS ^

function [fi,vari] = optiminterp2(x,y,f,var,lenx,leny,m,xi,yi)

DESCRIPTION ^

% -*- texinfo -*-
% @deftypefn {Loadable Function} {[@var{fi},@var{vari}] = } optiminterp2(@var{x},@var{y},@var{f},@var{var},@var{lenx},@var{leny},@var{m},@var{xi},@var{yi})
% Performs a local 2D-optimal interpolation (objective analysis).
%
% Every elements in @var{f} corresponds to a data point (observation)
% at location @var{x},@var{y} with the error variance @var{var}.
%
% @var{lenx} and @var{leny} are correlation length in x-direction
% and y-direction respectively. 
% @var{m} represents the number of influential points.
%
% @var{xi} and @var{yi} are the data points where the field is
% interpolated. @var{fi} is the interpolated field and @var{vari} is 
% its error variance.
%
% The background field of the optimal interpolation is zero.
% For a different background field, the background field
% must be subtracted from the observation, the difference 
% is mapped by OI onto the background grid and finally the
% background is added back to the interpolated field.
% The error variance of the background field is assumed to 
% have a error variance of one.
% @end deftypefn

CROSS-REFERENCE INFORMATION ^

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