Reference list for reproducible quantum machine learning pipelines in environmental time series (PM₂.₅ case study)

This dataset contains the complete BibTeX reference list used in the study “Reproducible machine learning pipelines for environmental time series withquantum learning under NISQ constraints”. The references cover reproducible machine learning, quantum machine learning, environmental time series analysis, air quality modelling, and open sciencemethodologies. The dataset is intended to support transparency, reproducibility, and reuse of the analytical pipeline described in the associated research.本数据集包含研究论文《噪声中等规模量子（NISQ）约束下结合量子学习的环境时间序列可复现机器学习流水线》中使用的完整BibTeX参考文献列表。 该参考文献列表涵盖可复现机器学习、量子机器学习、环境时间序列分析、空气质量建模以及开放科学方法论相关内容。 本数据集旨在为相关研究中所述分析流水线的研究透明度、可复现性与复用性提供支撑。