elderly-heat-warning/thesis/refs.bib

@article{chen2018heat,
  author = {Chen, R. and Yin, P. and Wang, L. and et al.},
  title = {Association between ambient temperature and mortality risk and burden in China},
  journal = {The Lancet Planetary Health},
  year = {2018},
  volume = {2},
  number = {8},
  pages = {e344--e352},
}

@article{gasparrini2015mortality,
  author = {Gasparrini, A. and Guo, Y. and Hashizume, M. and et al.},
  title = {Mortality risk attributable to high and low ambient temperature},
  journal = {The Lancet},
  year = {2015},
  volume = {386},
  pages = {369--375},
}

@article{ma2015heat,
  author = {Ma, W. and Chen, R. and Kan, H.},
  title = {Temperature-related mortality in 17 large Chinese cities},
  journal = {Environmental Health Perspectives},
  year = {2015},
  volume = {123},
  number = {10},
  pages = {989--994},
}

@article{hochreiter1997lstm,
  author = {Hochreiter, S. and Schmidhuber, J.},
  title = {Long Short-Term Memory},
  journal = {Neural Computation},
  year = {1997},
  volume = {9},
  number = {8},
  pages = {1735--1780},
}

@article{vaswani2017attention,
  author = {Vaswani, A. and Shazeer, N. and Parmar, N. and et al.},
  title = {Attention Is All You Need},
  journal = {Advances in Neural Information Processing Systems},
  year = {2017},
  volume = {30},
}

@inproceedings{chen2016xgboost,
  author = {Chen, T. and Guestrin, C.},
  title = {XGBoost: A Scalable Tree Boosting System},
  booktitle = {Proceedings of the 22nd ACM SIGKDD},
  year = {2016},
  pages = {785--794},
}

@misc{era5land,
  author = {{Copernicus Climate Change Service}},
  title = {ERA5-Land hourly data from 1950 to present},
  year = {2024},
  howpublished = {\url{https://cds.climate.copernicus.eu/}},
}

@misc{china_census2020,
  author = {{国家统计局}},
  title = {第七次全国人口普查公报},
  year = {2021},
  howpublished = {\url{https://www.stats.gov.cn/}},
}

@article{anderson2013heat,
  author = {Anderson, G. B. and Bell, M. L.},
  title = {Heat Waves in the United States: Mortality Risk during Heat Waves and Effect Modification by Heat Wave Characteristics},
  journal = {Environmental Health Perspectives},
  year = {2011},
  volume = {119},
  number = {2},
  pages = {210--218},
}

@article{guo2017heat,
  author = {Guo, Y. and Gasparrini, A. and Armstrong, B. G. and et al.},
  title = {Heat Wave and Mortality: A Multicountry, Multicommunity Study},
  journal = {Environmental Health Perspectives},
  year = {2017},
  volume = {125},
  number = {8},
  pages = {087006},
}

@misc{ipcc2023ar6,
  author = {{IPCC}},
  title = {Climate Change 2023: Synthesis Report. Contribution of Working Groups I, II and III to the Sixth Assessment Report},
  year = {2023},
  howpublished = {Geneva: IPCC},
}

@misc{wmo2024state,
  author = {{WMO}},
  title = {State of the Global Climate 2023},
  year = {2024},
  howpublished = {Geneva: World Meteorological Organization},
}

@article{lin2017focal,
  author = {Lin, T. Y. and Goyal, P. and Girshick, R. and He, K. and Dollar, P.},
  title = {Focal Loss for Dense Object Detection},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2020},
  volume = {42},
  number = {2},
  pages = {318--327},
}

@article{bahdanau2014attention,
  author = {Bahdanau, D. and Cho, K. and Bengio, Y.},
  title = {Neural Machine Translation by Jointly Learning to Align and Translate},
  journal = {arXiv preprint arXiv:1409.0473},
  year = {2014},
}

@article{curriero2002temperature,
  author = {Curriero, F. C. and Heiner, K. S. and Samet, J. M. and Zeger, S. L. and Strug, L. and Patz, J. A.},
  title = {Temperature and Mortality in 11 Cities of the Eastern United States},
  journal = {American Journal of Epidemiology},
  year = {2002},
  volume = {155},
  number = {1},
  pages = {80--87},
}

@article{rothfusz1990heat,
  author = {Rothfusz, L. P.},
  title = {The Heat Index Equation (or, More Than You Ever Wanted to Know About Heat Index)},
  journal = {NWS Southern Region Technical Attachment},
  year = {1990},
  number = {SR 90-23},
}

@article{zhou2021informer,
  author = {Zhou, H. and Zhang, S. and Peng, J. and Zhang, S. and Li, J. and Xiong, H. and Zhang, W.},
  title = {Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2021},
  volume = {35},
  number = {12},
  pages = {11106--11115},
}

@article{wu2021autoformer,
  author = {Wu, H. and Xu, J. and Wang, J. and Long, M.},
  title = {Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting},
  journal = {Advances in Neural Information Processing Systems},
  year = {2021},
  volume = {34},
}

@article{ke2017lightgbm,
  author = {Ke, G. and Meng, Q. and Finley, T. and Wang, T. and Chen, W. and Ma, W. and Ye, Q. and Liu, T. Y.},
  title = {LightGBM: A Highly Efficient Gradient Boosting Decision Tree},
  journal = {Advances in Neural Information Processing Systems},
  year = {2017},
  volume = {30},
}

@article{magnus1844,
  author = {Magnus, G.},
  title = {Versuche {\"u}ber die Spannkr{\"a}fte des Wasserdampfs},
  journal = {Annalen der Physik},
  year = {1844},
  volume = {137},
  number = {2},
  pages = {225--247},
}

@misc{china_climate_bluebook2024,
  author = {{中国气象局}},
  title = {中国气候变化蓝皮书（2024）},
  year = {2024},
  howpublished = {北京: 中国气象局气候变化中心},
}