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plot_comparison_reference_inhomogeneous_data.m
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plot_comparison_reference_inhomogeneous_data.m
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function plot_comparison_reference_inhomogeneous_data
plotAllNew = 0;
plotDifferenceRefNew = 0;
plotDifferenceDetSto = 0;
plotDifferenceDetStoZoom = 0;
baseDirNameRef = {'/data/zamg_humidity/Reference/deterministic/', '/data/zamg_humidity/Reference/stochastic/', '/data/zamg_humidity/Reference/realistic/'};
baseDirNameSimul = {'/data/zamg_humidity/Inhomogeneous/deterministic/', '/data/zamg_humidity/Inhomogeneous/stochastic/', '/data/zamg_humidity/Inhomogeneous/realistic/'};
for iSimul =3 % 1:3
baseDirNameData = baseDirNameRef{iSimul};
baseDirNameSurr = baseDirNameSimul{iSimul};
subDirsSurr = dir(baseDirNameSurr);
subDirsSurr = remove_invisible_dirs(subDirsSurr);
noDirsSurr = numel(subDirsSurr);
for iDir = 1:noDirsSurr
currentDirNameSurr = fullfile(baseDirNameSurr, subDirsSurr(iDir).name);
fprintf(1, '%s\n', currentDirNameSurr)
currentDirNameData = fullfile(baseDirNameData, subDirsSurr(iDir).name); % (1:end-3));
fprintf(1, '%s\n', currentDirNameData)
temp = split_string(currentDirNameData, dirdelim);
currentFileNameData = temp{end};
completeData = 1;
[stationNoData, dateData, data, metaData] = read_zamg(currentDirNameData, completeData);
data(metaData==1) = NaN;
noStations1 = numel(stationNoData);
completeData = 1;
[stationNoSurr, dateSurr, surr] = read_zamg(currentDirNameSurr, completeData);
noStations2 = numel(stationNoSurr);
if ( noStations1 == noStations2 )
noStations = noStations1;
else
error('Number of stations is different in surrogate and observations.\n')
end
close all
dirFileName = fullfile(currentDirNameSurr, 'reference_inhomogeneous_diff_image.png');
if (exist(dirFileName, 'file') == 0 || plotAllNew == 1 || plotDifferenceRefNew == 1 )
figure(1)
ax = [20 100 1250 800];
set(gcf, 'position', ax);
maxVal = max([max(data(:)) max(surr(:)) ]);
minVal = min([min(data(:)) min(surr(:)) ]);
subplot(1,3,1)
imagesc(stationNoData, dateData.decYear, data, [minVal maxVal])
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoData)
xlabel('Station no.')
ylabel('Year')
title(['Reference ', currentFileNameData], 'interpreter', 'none')
colorbar
subplot(1,3,2)
imagesc(stationNoSurr, dateSurr.decYear, surr, [minVal maxVal])
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoSurr)
xlabel('Station no.')
ylabel('Year')
title(['Inhomogeneous ', subDirsSurr(iDir).name], 'interpreter', 'none')
colorbar
subplot(1,3,3)
imagesc(stationNoData, dateSurr.decYear, data-surr)
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoSurr)
xlabel('Station no.')
ylabel('Year')
title(['Reference - inhomogeneous'], 'interpreter', 'none')
colorbar
save_current_figure(dirFileName)
end % if overview image already exists
end
end % for iSimulations
% Plot difference between deterministic data and stochastic data
baseDirNameData = baseDirNameSimul{1};
baseDirNameSurr = baseDirNameSimul{2};
subDirsSurr = dir(baseDirNameSurr);
subDirsSurr = remove_invisible_dirs(subDirsSurr);
noDirsSurr = numel(subDirsSurr);
for iDir = 1:noDirsSurr
currentDirNameSurr = fullfile(baseDirNameSurr, subDirsSurr(iDir).name);
fprintf(1, '%s\n', currentDirNameSurr)
currentDirNameData = fullfile(baseDirNameData, subDirsSurr(iDir).name); % (1:end-3));
fprintf(1, '%s\n', currentDirNameData)
temp = split_string(currentDirNameData, dirdelim);
currentFileNameData = temp{end};
completeData = 1;
[stationNoData, dateData, data, metaData] = read_zamg(currentDirNameData, completeData);
data(metaData==1) = NaN;
noStations1 = numel(stationNoData);
completeData = 1;
[stationNoSurr, dateSurr, surr] = read_zamg(currentDirNameSurr, completeData);
noStations2 = numel(stationNoSurr);
if ( noStations1 == noStations2 )
noStations = noStations1;
else
error('Number of stations is different in surrogate and observations.\n')
end
close all
dirFileName = fullfile(currentDirNameSurr, 'deterministic_stochastic_inhomogeneous_diff_image.png');
if (exist(dirFileName, 'file') == 0 || plotAllNew == 1 || plotDifferenceDetSto == 1)
figure(1)
ax = [20 100 1250 800];
set(gcf, 'position', ax);
maxVal = max([max(data(:)) max(surr(:)) ]);
minVal = min([min(data(:)) min(surr(:)) ]);
subplot(1,3,1)
imagesc(stationNoData, dateData.decYear, data, [minVal maxVal])
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoData)
xlabel('Station no.')
ylabel('Year')
title(['Deterministic inhomogeneous ', currentFileNameData], 'interpreter', 'none')
colorbar
subplot(1,3,2)
imagesc(stationNoSurr, dateSurr.decYear, surr, [minVal maxVal])
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoSurr)
xlabel('Station no.')
ylabel('Year')
title(['Stochastic inhomogeneous ', subDirsSurr(iDir).name], 'interpreter', 'none')
colorbar
subplot(1,3,3)
imagesc(stationNoData, dateSurr.decYear, data-surr)
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoSurr)
xlabel('Station no.')
ylabel('Year')
title(['Deterministic - stochastic'], 'interpreter', 'none')
colorbar
save_current_figure(dirFileName)
end % if overview image already exists
end
% Plot zoom of difference between deterministic data and stochastic data
baseDirNameData = baseDirNameSimul{1};
baseDirNameSurr = baseDirNameSimul{2};
subDirsSurr = dir(baseDirNameSurr);
subDirsSurr = remove_invisible_dirs(subDirsSurr);
noDirsSurr = numel(subDirsSurr);
for iDir = 1:noDirsSurr
currentDirNameSurr = fullfile(baseDirNameSurr, subDirsSurr(iDir).name);
fprintf(1, '%s\n', currentDirNameSurr)
currentDirNameData = fullfile(baseDirNameData, subDirsSurr(iDir).name); % (1:end-3));
fprintf(1, '%s\n', currentDirNameData)
temp = split_string(currentDirNameData, dirdelim);
currentFileNameData = temp{end};
completeData = 1;
[stationNoData, dateData, data, metaData] = read_zamg(currentDirNameData, completeData);
data(metaData==1) = NaN;
dateData.decYear = dateData.decYear(1:365);
data = data(1:365,:);
noStations1 = numel(stationNoData);
completeData = 1;
[stationNoSurr, dateSurr, surr] = read_zamg(currentDirNameSurr, completeData);
dateSurr.decYear = dateSurr.decYear(1:365);
surr = surr(1:365,:);
noStations2 = numel(stationNoSurr);
if ( noStations1 == noStations2 )
noStations = noStations1;
else
error('Number of stations is different in surrogate and observations.\n')
end
close all
dirFileName = fullfile(currentDirNameSurr, 'deterministic_stochastic_inhomogeneous_diff_image_zoom.png');
if (exist(dirFileName, 'file') == 0 || plotAllNew == 1 || plotDifferenceDetStoZoom == 1)
figure(1)
ax = [20 100 1250 800];
set(gcf, 'position', ax);
maxVal = max([max(data(:)) max(surr(:)) ]);
minVal = min([min(data(:)) min(surr(:)) ]);
subplot(1,3,1)
imagesc(stationNoData, dateData.decYear, data, [minVal maxVal])
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoData)
xlabel('Station no.')
ylabel('Year')
title(['Deterministic inhomogeneous ', currentFileNameData], 'interpreter', 'none')
colorbar
subplot(1,3,2)
imagesc(stationNoSurr, dateSurr.decYear, surr, [minVal maxVal])
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoSurr)
xlabel('Station no.')
ylabel('Year')
title(['Stochastic inhomogeneous ', subDirsSurr(iDir).name], 'interpreter', 'none')
colorbar
subplot(1,3,3)
imagesc(stationNoData, dateSurr.decYear, data-surr)
set(gca,'XTick', 1:noStations)
set(gca,'XTickLabel',stationNoSurr)
xlabel('Station no.')
ylabel('Year')
title(['Deterministic - stochastic'], 'interpreter', 'none')
colorbar
save_current_figure(dirFileName)
end % if overview image already exists
end
a=0; %#ok<NASGU>