DESI Legacy Imaging Surveys DR10 低红移星系的星系物理参数星表
Shirui Wei
本星表提供了对 DESI Legacy Imaging Surveys DR10 中约 5.47 亿个低红移星系的恒星形成率、恒星质量以及气相氧丰度的估计结果。上述物理参数基于论文中所提出的可同时结合成像数据与测光星表特征信息的多模态深度学习算法计算得到。 除计算的物理参数外，本数据集还提供了在模型训练与推断过程中使用的测光星表特征，便于用户参考和分析。 该星表是首个针对 DESI LS DR10 星系同时提供基于深度学习方法估计的恒星形成率、恒星质量和金属丰度的星表，为研究近邻宇宙中星系演化的统计性质以及与现有和未来光谱巡天的对比分析提供了重要的数据资源。
文件
tractor-gal-075.csv
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tractor-gal-076.csv
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tractor-gal-079.csv
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tractor-gal-080.csv
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tractor-gal-083.csv
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tractor-gal-084.csv
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tractor-gal-087.csv
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tractor-gal-072.csv
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tractor-gal-092.csv
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tractor-gal-099.csv
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tractor-gal-106.csv
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tractor-gal-107.csv
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tractor-gal-110.csv
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tractor-gal-111.csv
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tractor-gal-073.csv
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tractor-gal-074.csv
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tractor-gal-077.csv
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tractor-gal-078.csv
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tractor-gal-041.csv
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tractor-gal-042.csv
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tractor-gal-043.csv
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tractor-gal-044.csv
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tractor-gal-045.csv
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tractor-gal-046.csv
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tractor-gal-048.csv
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tractor-gal-052.csv
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tractor-gal-053.csv
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tractor-gal-055.csv
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tractor-gal-056.csv
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tractor-gal-057.csv
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tractor-gal-059.csv
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tractor-gal-060.csv
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tractor-gal-071.csv
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tractor-gal-118.csv
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tractor-gal-170.csv
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tractor-gal-174.csv
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tractor-gal-182.csv
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tractor-gal-186.csv
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tractor-gal-190.csv
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tractor-gal-266.csv
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tractor-gal-270.csv
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tractor-gal-274.csv
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tractor-gal-278.csv
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tractor-gal-282.csv
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tractor-gal-286.csv
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tractor-gal-290.csv
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tractor-gal-294.csv
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tractor-gal-298.csv
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tractor-gal-302.csv
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tractor-gal-306.csv
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tractor-gal-310.csv
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tractor-gal-314.csv
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tractor-gal-318.csv
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tractor-gal-322.csv
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tractor-gal-326.csv
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tractor-gal-334.csv
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tractor-gal-338.csv
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tractor-gal-342.csv
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tractor-gal-346.csv
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tractor-gal-350.csv
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tractor-gal-354.csv
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tractor-gal-358.csv
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stellar_mass_features.txt
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tractor-gal-119.csv
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tractor-gal-123.csv
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tractor-gal-127.csv
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tractor-gal-131.csv
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tractor-gal-323.csv
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tractor-gal-327.csv
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tractor-gal-331.csv
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tractor-gal-335.csv
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tractor-gal-339.csv
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tractor-gal-343.csv
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tractor-gal-347.csv
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tractor-gal-351.csv
267.55 MB
tractor-gal-355.csv
283.03 MB
tractor-gal-359.csv
292.65 MB
oxygen_abundance_features.txt
34.43 kB
tractor-gal-120.csv
93.66 MB
tractor-gal-124.csv
107.51 MB
tractor-gal-128.csv
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tractor-gal-132.csv
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tractor-gal-136.csv
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tractor-gal-140.csv
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tractor-gal-144.csv
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tractor-gal-148.csv
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tractor-gal-152.csv
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tractor-gal-160.csv
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tractor-gal-168.csv
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tractor-gal-172.csv
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tractor-gal-176.csv
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tractor-gal-180.csv
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tractor-gal-184.csv
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tractor-gal-188.csv
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tractor-gal-192.csv
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tractor-gal-196.csv
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tractor-gal-200.csv
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tractor-gal-204.csv
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tractor-gal-208.csv
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tractor-gal-212.csv
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tractor-gal-216.csv
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tractor-gal-224.csv
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tractor-gal-228.csv
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tractor-gal-232.csv
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tractor-gal-236.csv
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tractor-gal-240.csv
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tractor-gal-244.csv
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tractor-gal-248.csv
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tractor-gal-252.csv
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tractor-gal-256.csv
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tractor-gal-260.csv
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tractor-gal-264.csv
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tractor-gal-268.csv
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tractor-gal-272.csv
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tractor-gal-276.csv
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tractor-gal-280.csv
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tractor-gal-284.csv
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tractor-gal-288.csv
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tractor-gal-292.csv
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tractor-gal-296.csv
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tractor-gal-300.csv
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README.md
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tractor-gal-304.csv
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tractor-gal-308.csv
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tractor-gal-312.csv
254.42 MB
tractor-gal-316.csv
253.55 MB
tractor-gal-320.csv
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tractor-gal-324.csv
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tractor-gal-328.csv
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tractor-gal-332.csv
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tractor-gal-336.csv
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tractor-gal-340.csv
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tractor-gal-344.csv
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tractor-gal-348.csv
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tractor-gal-352.csv
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tractor-gal-356.csv
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tractor-gal-121.csv
94.01 MB
tractor-gal-125.csv
108.43 MB
tractor-gal-129.csv
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tractor-gal-133.csv
153.39 MB
tractor-gal-137.csv
186.81 MB
tractor-gal-141.csv
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tractor-gal-145.csv
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tractor-gal-149.csv
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tractor-gal-153.csv
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tractor-gal-157.csv
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tractor-gal-161.csv
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tractor-gal-165.csv
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tractor-gal-169.csv
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tractor-gal-173.csv
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tractor-gal-177.csv
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tractor-gal-181.csv
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tractor-gal-185.csv
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tractor-gal-189.csv
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tractor-gal-193.csv
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tractor-gal-197.csv
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tractor-gal-201.csv
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tractor-gal-205.csv
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tractor-gal-209.csv
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tractor-gal-213.csv
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tractor-gal-217.csv
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tractor-gal-221.csv
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tractor-gal-225.csv
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tractor-gal-229.csv
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tractor-gal-233.csv
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tractor-gal-237.csv
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tractor-gal-241.csv
156.13 MB
tractor-gal-245.csv
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tractor-gal-249.csv
123.62 MB
tractor-gal-253.csv
111.86 MB
tractor-gal-257.csv
87.52 MB
tractor-gal-261.csv
76.61 MB
tractor-gal-265.csv
62.64 MB
tractor-gal-269.csv
40.87 MB
tractor-gal-273.csv
44.54 MB
tractor-gal-277.csv
32.01 MB
tractor-gal-281.csv
51.03 MB
tractor-gal-285.csv
60.08 MB
tractor-gal-289.csv
63.18 MB
tractor-gal-293.csv
145.56 MB
tractor-gal-297.csv
136.71 MB
tractor-gal-301.csv
148.62 MB
tractor-gal-305.csv
169.72 MB
tractor-gal-309.csv
212.10 MB
tractor-gal-313.csv
241.49 MB
tractor-gal-317.csv
264.19 MB
tractor-gal-321.csv
246.18 MB
tractor-gal-325.csv
308.62 MB
tractor-gal-329.csv
292.65 MB
tractor-gal-333.csv
172.72 MB
tractor-gal-337.csv
40.14 MB
tractor-gal-341.csv
221.56 MB
tractor-gal-345.csv
251.77 MB
tractor-gal-349.csv
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tractor-gal-353.csv
256.23 MB
tractor-gal-357.csv
277.22 MB
SFR_features.txt
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论文信息
论文标题:
A Value-Added Physical Properties Catalog for Low-redshift Galaxies from DESI Legacy Imaging Surveys DR10
发表期刊:
The Astrophysical Journal Supplement Series (ApJS)
标识符
CSTR:
11379.11.101777
DOI:
10.12149/101777
VO Identifier:
ivo://China-VO/paperdata/101777
发布时间:
2026-04-09
使用统计
总下载量
32079
引用
Shirui Wei et al. 2026. A Value-Added Physical Properties Catalog for Low-redshift Galaxies from DESI Legacy Imaging Surveys DR10. 版本 1.0. https://doi.org/10.12149/101777
@misc{10.12149/101777,
doi = {10.12149/101777},
url = {https://doi.org/10.12149/101777},
author = {Shirui Wei},
title = {A Value-Added Physical Properties Catalog for Low-redshift Galaxies from DESI Legacy Imaging Surveys DR10},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2026}
}
doi = {10.12149/101777},
url = {https://doi.org/10.12149/101777},
author = {Shirui Wei},
title = {A Value-Added Physical Properties Catalog for Low-redshift Galaxies from DESI Legacy Imaging Surveys DR10},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2026}
}
版本