matlab_class/ecco_v4/cost_xx.m

function []=cost_xx(dirModel,dirMat,doComp,dirTex,nameTex);
%object:        compute cost function term for atmospheric controls
%inputs:        dirModel is the model directory
%               dirMat is the directory where diagnozed .mat files will be saved
%                     -> set it to '' to use the default [dirModel 'mat/']
%               doComp is a switch (1->compute; 0->display)
%optional:      dirTex is the directory where tex and figures files are created
%                 (if not specified then display all results to screen instead)
%               nameTex is the tex file name (default : 'myPlots')

if isempty(dirMat); dirMat=[dirModel 'mat/']; else; dirMat=[dirMat '/']; end;
if isempty(dir(dirMat)); eval(['!mkdir ' dirMat ';']); end;

%determine if and where to create tex and figures files
dirMat=[dirMat '/'];
if isempty(who('dirTex'));
  addToTex=0;
else;
  if ~ischar(dirTex); error('mis-specified dirTex'); end;
  addToTex=1;
  if isempty(who('nameTex')); nameTex='myPlots'; end;
  fileTex=[dirTex nameTex '.tex'];
end;

for ii=1:6;
switch ii;
case 1; xxName='atemp'; sigName='cap_sigma_tmp2m_degC_eccollc.bin'; cc=2; uni='K';
case 2; xxName='aqh'; sigName='cap_sigma_spfh2m_eccollc.bin'; cc=2; uni='g/kg';
case 3; xxName='tauu'; sigName='cap_sigma_ustr_eccollc.bin'; cc=0.04; uni='N/m2';
case 4; xxName='tauv'; sigName='cap_sigma_vstr_eccollc.bin'; cc=0.04; uni='N/m2';
case 5; xxName='lwdown'; sigName='cap_sigma_dlw_eccollc.bin'; cc=20; uni='W/m2';
case 6; xxName='swdown'; sigName='cap_sigma_dsw_eccollc.bin'; cc=40; uni='W/m2';
end;

if doComp;

%load grid
gcmfaces_global;
if ~isfield(mygrid,'XC'); grid_load('./GRID/',5,'compact'); end;
if ~isfield(mygrid,'LATS_MASKS'); gcmfaces_lines_zonal; end;

dirSig='/net/nares/raid11/ecco-shared/ecco-version-4/input/input_all_from_pleiades/';

%read model cost output
tmp1=dir([dirModel 'ADXXfiles/xx_' xxName '.effective.*data']);
tmp2=size(convert2gcmfaces(mygrid.XC)); 
fld_xx=read2memory([dirModel 'ADXXfiles/' tmp1.name],[tmp2 tmp1.bytes/tmp2(1)/tmp2(2)/4]);
fld_xx=convert2gcmfaces(fld_xx);
%does not work when adjoint overwrites xx*effective*meta     fld_xx=rdmds2gcmfaces([dirModel 'ADXXfiles/xx_' xxName '.effective.*']);

fld_sig=read_bin([dirSig sigName],1,0);
if strcmp(xxName,'aqh'); fld_xx=fld_xx*1000; fld_sig=fld_sig*1000; end;

%compute xx stats
fld_rms=sqrt(mean(fld_xx.^2,3));
fld_mean=mean(fld_xx,3);
fld_std=std(fld_xx,[],3);

%mask
fld_rms=fld_rms.*mygrid.mskC(:,:,1); 
fld_sig=fld_sig.*mygrid.mskC(:,:,1);
fld_mean=fld_mean.*mygrid.mskC(:,:,1);
fld_std=fld_std.*mygrid.mskC(:,:,1);

clear fld_xx;

if ~isdir([dirMat 'cost/']); mkdir([dirMat 'cost/']); end;
eval(['save ' dirMat '/cost/cost_xx_' xxName '.mat fld_* cc uni;']);

else;%display previously computed results

global mygrid;

if ~isdir([dirMat 'cost/']); dirMat=[dirMat 'cost/']; end;

eval(['load ' dirMat '/cost_xx_' xxName '.mat;']);

figure; 
m_map_gcmfaces(fld_sig,0,{'myCaxis',[0:0.05:0.5 0.6:0.1:1 1.25]*cc});
myCaption={['prior uncertainty -- ' xxName ' (' uni ')']};
if addToTex; write2tex(fileTex,2,myCaption,gcf); end;

figure; 
m_map_gcmfaces(fld_rms,0,{'myCaxis',[0:0.05:0.5 0.6:0.1:1 1.25]*cc});
myCaption={['rms adjustment -- ' xxName ' (' uni ')']};
if addToTex; write2tex(fileTex,2,myCaption,gcf); end;

figure;
m_map_gcmfaces(fld_std,0,{'myCaxis',[0:0.05:0.5 0.6:0.1:1 1.25]*cc});
myCaption={['std adjustment -- ' xxName ' (' uni ')']};
if addToTex; write2tex(fileTex,2,myCaption,gcf); end;

figure;
m_map_gcmfaces(fld_mean,0,{'myCaxis',[-0.5:0.05:0.5]*cc});
myCaption={['mean adjustment -- ' xxName ' (' uni ')']};
if addToTex; write2tex(fileTex,2,myCaption,gcf); end;

end;

end;%for ii=1:6;

1	gforget	1.5	function []=cost_xx(dirModel,dirMat,doComp,dirTex,nameTex);
2	gforget	1.1	%object: compute cost function term for atmospheric controls
3			%inputs: dirModel is the model directory
4	gforget	1.3	% dirMat is the directory where diagnozed .mat files will be saved
5			% -> set it to '' to use the default [dirModel 'mat/']
6	gforget	1.1	% doComp is a switch (1->compute; 0->display)
7	gforget	1.3	%optional: dirTex is the directory where tex and figures files are created
8			% (if not specified then display all results to screen instead)
9	gforget	1.5	% nameTex is the tex file name (default : 'myPlots')
10	gforget	1.1
11	gforget	1.3	if isempty(dirMat); dirMat=[dirModel 'mat/']; else; dirMat=[dirMat '/']; end;
12	gforget	1.4	if isempty(dir(dirMat)); eval(['!mkdir ' dirMat ';']); end;
13	gforget	1.3
14			%determine if and where to create tex and figures files
15			dirMat=[dirMat '/'];
16			if isempty(who('dirTex'));
17			addToTex=0;
18			else;
19			if ~ischar(dirTex); error('mis-specified dirTex'); end;
20	gforget	1.5	addToTex=1;
21			if isempty(who('nameTex')); nameTex='myPlots'; end;
22			fileTex=[dirTex nameTex '.tex'];
23	gforget	1.3	end;
24	gforget	1.1
25			for ii=1:6;
26			switch ii;
27			case 1; xxName='atemp'; sigName='cap_sigma_tmp2m_degC_eccollc.bin'; cc=2; uni='K';
28			case 2; xxName='aqh'; sigName='cap_sigma_spfh2m_eccollc.bin'; cc=2; uni='g/kg';
29			case 3; xxName='tauu'; sigName='cap_sigma_ustr_eccollc.bin'; cc=0.04; uni='N/m2';
30			case 4; xxName='tauv'; sigName='cap_sigma_vstr_eccollc.bin'; cc=0.04; uni='N/m2';
31			case 5; xxName='lwdown'; sigName='cap_sigma_dlw_eccollc.bin'; cc=20; uni='W/m2';
32			case 6; xxName='swdown'; sigName='cap_sigma_dsw_eccollc.bin'; cc=40; uni='W/m2';
33			end;
34
35			if doComp;
36
37			%load grid
38	gforget	1.2	gcmfaces_global;
39			if ~isfield(mygrid,'XC'); grid_load('./GRID/',5,'compact'); end;
40			if ~isfield(mygrid,'LATS_MASKS'); gcmfaces_lines_zonal; end;
41
42	gforget	1.6	dirSig='/net/nares/raid11/ecco-shared/ecco-version-4/input/input_all_from_pleiades/';
43	gforget	1.1
44			%read model cost output
45	gforget	1.4	tmp1=dir([dirModel 'ADXXfiles/xx_' xxName '.effective.*data']);
46			tmp2=size(convert2gcmfaces(mygrid.XC));
47			fld_xx=read2memory([dirModel 'ADXXfiles/' tmp1.name],[tmp2 tmp1.bytes/tmp2(1)/tmp2(2)/4]);
48			fld_xx=convert2gcmfaces(fld_xx);
49			%does not work when adjoint overwrites xxeffectivemeta fld_xx=rdmds2gcmfaces([dirModel 'ADXXfiles/xx_' xxName '.effective.*']);
50
51	gforget	1.8	fld_sig=read_bin([dirSig sigName],1,0);
52	gforget	1.1	if strcmp(xxName,'aqh'); fld_xx=fld_xx1000; fld_sig=fld_sig1000; end;
53
54			%compute xx stats
55			fld_rms=sqrt(mean(fld_xx.^2,3));
56			fld_mean=mean(fld_xx,3);
57			fld_std=std(fld_xx,[],3);
58
59			%mask
60			fld_rms=fld_rms.*mygrid.mskC(:,:,1);
61			fld_sig=fld_sig.*mygrid.mskC(:,:,1);
62			fld_mean=fld_mean.*mygrid.mskC(:,:,1);
63			fld_std=fld_std.*mygrid.mskC(:,:,1);
64
65			clear fld_xx;
66
67	gforget	1.7	if ~isdir([dirMat 'cost/']); mkdir([dirMat 'cost/']); end;
68			eval(['save ' dirMat '/cost/cost_xx_' xxName '.mat fld_* cc uni;']);
69	gforget	1.1
70			else;%display previously computed results
71
72			global mygrid;
73
74	gforget	1.7	if ~isdir([dirMat 'cost/']); dirMat=[dirMat 'cost/']; end;
75
76	gforget	1.3	eval(['load ' dirMat '/cost_xx_' xxName '.mat;']);
77	gforget	1.1
78			figure;
79			m_map_gcmfaces(fld_sig,0,{'myCaxis',[0:0.05:0.5 0.6:0.1:1 1.25]*cc});
80			myCaption={['prior uncertainty -- ' xxName ' (' uni ')']};
81	gforget	1.3	if addToTex; write2tex(fileTex,2,myCaption,gcf); end;
82	gforget	1.1
83			figure;
84			m_map_gcmfaces(fld_rms,0,{'myCaxis',[0:0.05:0.5 0.6:0.1:1 1.25]*cc});
85			myCaption={['rms adjustment -- ' xxName ' (' uni ')']};
86	gforget	1.3	if addToTex; write2tex(fileTex,2,myCaption,gcf); end;
87	gforget	1.1
88			figure;
89			m_map_gcmfaces(fld_std,0,{'myCaxis',[0:0.05:0.5 0.6:0.1:1 1.25]*cc});
90			myCaption={['std adjustment -- ' xxName ' (' uni ')']};
91	gforget	1.3	if addToTex; write2tex(fileTex,2,myCaption,gcf); end;
92	gforget	1.1
93			figure;
94			m_map_gcmfaces(fld_mean,0,{'myCaxis',[-0.5:0.05:0.5]*cc});
95			myCaption={['mean adjustment -- ' xxName ' (' uni ')']};
96	gforget	1.3	if addToTex; write2tex(fileTex,2,myCaption,gcf); end;
97	gforget	1.1
98			end;
99
100			end;%for ii=1:6;
101