StarGRUNet
Boyu Lin
这个数据集包含21个文件。除了说明文档README以外的文件均以压缩包的形式上传（其中较大的文件被拆分成了多个压缩包）。用户需下载对应压缩包并进行解压以获得原始文件。 * 1_FITS_files_download_and_preprocessing.zip, 2_BGANet_StarGRUNet.zip, 3_Model uncertainty.zip, 4_Comparison of StarGRUNet with GALAH DR3.zip 和 5_Observation Uncertainty.zip是代码文件。 * BR_Flux_Preprocessing_lamost_apogee_between_5_50.zip.001至*BR_Flux_Preprocessing_lamost_apogee_between_5_50.zip.003是参考光谱数据(5<=snrg<50)的压缩包。 * BR_Flux_Preprocessing_lamost_apogee_above_50.zip.001至BR_Flux_Preprocessing_lamost_apogee_above_50.zip.005是参考光谱数据集(snrg>=50)的压缩包。 * X_test_above_50.zip 和 X_test_between_5_50.zip是测试数据集的压缩包。 * StarGRUNet_catalog.zip.001和StarGRUNet_catalog.zip.002是StarGRUNet星表的压缩包。 * dr8_v1.0_LRS_mec2.zip是重复观测星表。 * data.zip里包含了训练好的模型、测试集标签、测试集预测结果以及APOGEE DR17与LAMOST DR8的交叉匹配星表match.csv。 * pdf.zip里则包含了论文中的所有图片。
文件
1_FITS_files_download_and_preprocessing.zip
56.18 MB
2_BGANet_StarGRUNet.zip
13.36 MB
3_Model uncertainty.zip
565.86 kB
4_Comparison of StarGRUNet with GALAH DR3.zip
664.19 MB
5_Observation Uncertainty.zip
282.33 kB
pdf.zip
2.83 MB
BR_Flux_Preprocessing_lamost_apogee_above_50.zip.005
366.12 MB
BR_Flux_Preprocessing_lamost_apogee_between_5_50.zip.002
800.00 MB
X_test_between_5_50.zip
476.34 MB
dr8_v1.0_LRS_mec2.zip
141.44 MB
X_test_above_50.zip
714.15 MB
BR_Flux_Preprocessing_lamost_apogee_above_50.zip.002
800.00 MB
BR_Flux_Preprocessing_lamost_apogee_above_50.zip.003
800.00 MB
BR_Flux_Preprocessing_lamost_apogee_above_50.zip.001
800.00 MB
BR_Flux_Preprocessing_lamost_apogee_between_5_50.zip.001
800.00 MB
BR_Flux_Preprocessing_lamost_apogee_between_5_50.zip.003
778.85 MB
StarGRUNet_catalog.zip.001
800.00 MB
StarGRUNet_catalog.zip.002
418.51 MB
BR_Flux_Preprocessing_lamost_apogee_above_50.zip.004
800.00 MB
data.zip
220.48 MB
README.md
1.69 kB
论文信息
论文标题:
Estimating Stellar Parameters from LAMOST Low-resolution Spectra
发表期刊:
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
标识符
CSTR:
11379.11.101217
DOI:
10.12149/101217
VO Identifier:
ivo://China-VO/paperdata/101217
发布时间:
2023-03-14
使用统计
总下载量
2880
引用
Boyu Lin et al. 2023. StarGRUNet. 版本 1.0. https://doi.org/10.12149/101217
@misc{10.12149/101217,
doi = {10.12149/101217},
url = {https://doi.org/10.12149/101217},
author = {Boyu Lin},
title = {StarGRUNet},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2023}
}
doi = {10.12149/101217},
url = {https://doi.org/10.12149/101217},
author = {Boyu Lin},
title = {StarGRUNet},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2023}
}
版本