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HM_Step_07_SUM_Corr.m
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HM_Step_07_SUM_Corr.m
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HM_load_package;
varname = 'SST';
method = 'Bucket';
env = 0;
% *****************
% Set parameters **
% *****************
do_idv = num-1; % For mean correction, when equals to zero, random correction
if do_idv == 1,
num_idv = 163;
else
num_idv = 1000;
end
P = HM_correct_para;
yr_list = P.yr_list; % Years used to compute trend
EP.sens_id = 0;
P = HM_lme_exp_para(varname,method,EP.sens_id);
yr_data = P.yr_list; % Years used for regional time series
% Following parameters are the same as in Step_03_LME_corr_err_dup.m
% Make sure that they match
do_NpD = 1;
EP.do_rmdup = 0;
EP.do_rmsml = 0;
EP.do_fewer_first = 0;
EP.connect_kobe = 1;
EP.do_add_JP = 0;
EP.yr_start = 1850;
% *******************
% Input and Output **
% *******************
if ~exist('env','var'),
env = 1; % 1 means on odyssey
end
dir_home = HM_OI('home',env);
app = ['HM_',varname,'_',method];
if app(end)=='_', app(end)=[]; end
app(end+1) = '/';
if do_idv == 1;
dir_load = [dir_home,app,HM_OI('corr_idv',env)];
else
dir_load = [dir_home,app,HM_OI('corr_rnd',env)];
end
% ********************
% Prepare for masks **
% ********************
MASK = HM_function_mask_JP_NA;
% ******************************
% Post Processing and summing **
% ******************************
for ct = 1:num_idv
if rem(ct,30) == 0, disp(['Starting the ',num2str(ct),'th member']); end
if do_idv == 1;
en = ct - 1;
file_load = [dir_load,'corr_idv_',app(1:end-1),'_deck_level_',...
num2str(do_NpD),'_en_',num2str(en),...
'_do_rmdup_',num2str(EP.do_rmdup),...
'_correct_kobe_',num2str(EP.do_add_JP),...
'_connect_kobe_',num2str(EP.connect_kobe),...
'_yr_start_',num2str(EP.yr_start),'.mat'];
else
en = ct;
file_load = [dir_load,'corr_rnd_',app(1:end-1),'_deck_level_',...
num2str(do_NpD),'_en_',num2str(en),...
'_do_rmdup_',num2str(EP.do_rmdup),...
'_correct_kobe_',num2str(EP.do_add_JP),...
'_connect_kobe_',num2str(EP.connect_kobe),...
'_yr_start_',num2str(EP.yr_start),'.mat'];
end
try,
load(file_load,'WM','NUM');
% ******************************
% Post Processing and summing **
% ******************************
if en ~= 0,
clear('SST','NUM','SST_trd','NUM_trd')
SST = squeeze(WM(:,:,:,:));
if ~strcmp(method,'ERI'),
SST_trd = squeeze(WM(:,:,:,yr_list-yr_data(1)+1));
else
SST_trd = [];
end
[Save_trd(:,:,en),Save_TS(:,:,:,en),Save_pdo(en,:),Save_pdo_int(:,:,en),Save_TS_coastal(:,:,:,en)]...
= HM_function_postprocess_step12(SST,SST_trd,MASK,env);
else
for i = 1:2
clear('SST','NUM','SST_trd','NUM_trd')
SST = squeeze(WM(:,:,i,:,:));
if ~strcmp(method,'ERI'),
SST_trd = squeeze(WM(:,:,i,:,yr_list-yr_data(1)+1));
else
SST_trd = [];
end
[Main_trd(:,:,i),Main_TS(:,:,:,i),Main_pdo(i,:),Main_pdo_int(:,:,i),Main_TS_coastal(:,:,:,i)]...
= HM_function_postprocess_step12(SST,SST_trd,MASK,env);
end
end
catch,
disp('File does not exist')
end
end
% **************
% Saving Data **
% **************
if do_idv == 1;
file_save = [dir_home,app,'SUM_corr_idv_',app(1:end-1),'_deck_level_',...
num2str(do_NpD),'_do_rmdup_',num2str(EP.do_rmdup),...
'_correct_kobe_',num2str(EP.do_add_JP),...
'_connect_kobe_',num2str(EP.connect_kobe),...
'_yr_start_',num2str(EP.yr_start),'.mat'];
save(file_save,'Save_trd','Save_TS','Save_pdo','Save_pdo_int',...
'Main_trd','Main_TS','Main_pdo','Main_pdo_int',...
'Save_TS_coastal','Main_TS_coastal','-v7.3')
else
file_save = [dir_home,app,'SUM_corr_rnd_',app(1:end-1),'_deck_level_',...
num2str(do_NpD),'_do_rmdup_',num2str(EP.do_rmdup),...
'_correct_kobe_',num2str(EP.do_add_JP),...
'_connect_kobe_',num2str(EP.connect_kobe),...
'_yr_start_',num2str(EP.yr_start),'.mat'];
save(file_save,'Save_trd','Save_TS','Save_pdo','Save_pdo_int','Save_TS_coastal','-v7.3')
end