Dataset for the paper "Gamma-ray burst detection with Poisson-FOCuS and other trigger algorithms"

Datasets for the paper "Detecting GRBs with Poisson-FOCuS and other trigger algorithms". The repository contains four different datasets: simulated_dataset_grb120707800.fits: This dataset comprises a FITS table containing data for 30,000 simulated Gamma-Ray Burst (GRB) lightcurves. These lightcurves simulate different intensities and are modeled after the short burst GRB120707800. The data are binned at a 16 ms resolution and stored as images. This file includes both control and testing datasets. simulated_dataset_grb180703949.fits: Similar to the previous dataset, this one contains data for 30,000 simulated GRB lightcurves. However, these lightcurves are modeled after long burst GRB180703949. The data is also binned at a 16 ms resolution and stored as images. Like the previous dataset, it includes both control and testing datasets. gbm_dataset_20171002_20171009.zip: This dataset consists of a zipped CSV file containing count data observed by the 12 NaI detectors of Fermi-GBM during the period from October 2, 2017, to October 9, 2017. The data are binned at a 16 ms resolution. gbm_dataset_20140101_20140108.zip: As above but for the period from January 1, 2014, to January 8, 2014. gbm_dataset_20190601_20190608.zip: As above but for the period from June 1, 2019, to June 8, 2017. simulated_dataset_compeff: This dataset includes a collection of 1000 randomly generated, Poisson-distributed count time series with varying lengths and means, stored as text files. Rather dull but provided for completeness. Code used in this research is available here.本数据集配套论文《利用Poisson-FOCuS与其他触发算法探测伽马射线暴（Gamma-Ray Burst, GRB）》。本仓库包含四类不同数据集： simulated_dataset_grb120707800.fits：该数据集为FITS格式表格，包含30000条模拟伽马射线暴光变曲线数据。这些光变曲线模拟了不同强度的爆发事件，以短暴GRB120707800为模型构建。数据以16毫秒分辨率进行分箱，并以图像形式存储。本文件同时包含对照数据集与测试数据集。 simulated_dataset_grb180703949.fits：与上述数据集类似，本数据集同样包含30000条模拟伽马射线暴光变曲线数据。不过这些光变曲线以长暴GRB180703949为模型构建。数据同样以16毫秒分辨率分箱并存储为图像形式，且同时包含对照数据集与测试数据集。 gbm_dataset_20171002_20171009.zip：本数据集为压缩CSV文件，包含费米伽马射线暴监测器（Fermi-GBM）的12个NaI探测器在2017年10月2日至2017年10月9日期间观测到的计数数据。数据以16毫秒分辨率进行分箱。 gbm_dataset_20140101_20140108.zip：与上述数据集一致，但其覆盖时段为2014年1月1日至2014年1月8日。 gbm_dataset_20190601_20190608.zip：与上述数据集一致，但其覆盖时段为2019年6月1日至2017年6月8日。 simulated_dataset_compeff：本数据集包含1000条随机生成的泊松分布计数时间序列，序列长度与均值各不相同，以文本文件形式存储。该数据集虽较为单调，但为保证研究完整性仍予以提供。 本研究使用的代码可在此处获取。