matlab计算某文件夹下所有LAMOST恒星光谱的25个Lick线指数的代码
时间: 2024-02-02 16:05:11 浏览: 72
以下是一个基于Matlab的计算某文件夹下所有LAMOST恒星光谱的25个Lick线指数的示例代码,你可以根据实际情况进行修改:
```matlab
% 设置Lick线指数的波长范围
wave_range = [4000, 9000];
% 设置Lick线指数的中心波长和窗口大小
lick_lines = [4300, 383, 4383, 136, 4472, 89, 4531, 69, 4592, 109, 4650, 34, 4713, 50, 4747, 29, 4783, 39, 4820, 26, 4861, 81, 4924, 48, 5015, 48];
lick_windows = [30, 20, 30, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20];
% 获取指定文件夹下所有的LAMOST恒星光谱文件名
spectra_dir = '/path/to/your/spectra/directory';
spectra_files = dir(fullfile(spectra_dir, '*.fits'));
% 循环处理每个光谱文件
for i = 1:length(spectra_files)
% 读取光谱数据
spectra_data = fitsread(fullfile(spectra_dir, spectra_files(i).name));
wavelengths = spectra_data(1,:);
fluxes = spectra_data(2,:);
% 确定光谱数据的波长范围
valid_range = find(wavelengths >= wave_range(1) & wavelengths <= wave_range(2));
wavelengths = wavelengths(valid_range);
fluxes = fluxes(valid_range);
% 计算每个Lick线指数的值
lick_values = zeros(1, length(lick_lines)/2);
for j = 1:length(lick_values)
line_center = lick_lines(j*2-1);
line_width = lick_windows(j*2-1);
window_left = find(wavelengths >= line_center-line_width/2, 1);
window_right = find(wavelengths <= line_center+line_width/2, 1, 'last');
line_left = find(wavelengths >= lick_lines(j*2)-lick_windows(j*2)/2, 1);
line_right = find(wavelengths <= lick_lines(j*2)+lick_windows(j*2)/2, 1, 'last');
lick_values(j) = -2.5*log10(sum(fluxes(window_left:window_right))/sum(fluxes(line_left:line_right)));
end
% 输出结果
fprintf('%s:\n', spectra_files(i).name);
fprintf(' HδA: %.2f\n', lick_values(1));
fprintf(' HγA: %.2f\n', lick_values(2));
fprintf(' Hβ: %.2f\n', lick_values(3));
% 输出其它22个Lick线指数的值
end
```
需要注意的是,该示例代码假设LAMOST恒星光谱数据以FITS格式存储,且光谱数据的第一行为波长,第二行为通量。如果你的数据格式或文件名命名规则不同,需要进行相应的修改。
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