On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization

Holger R. Maier, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu 0001, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao. On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environmental Modelling and Software, 167:105779, September 2023. [doi]

@article{MaierZGCMSLWGBJRZ23,
  title = {On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization},
  author = {Holger R. Maier and Feifei Zheng and Hoshin V. Gupta and Junyi Chen and Juliane Mai and Dragan A. Savic and Ralf Loritz and Wenyan Wu 0001 and Danlu Guo and Andrew Bennett and Anthony J. Jakeman and Saman Razavi and Jianshi Zhao},
  year = {2023},
  month = {September},
  doi = {10.1016/j.envsoft.2023.105779},
  url = {https://doi.org/10.1016/j.envsoft.2023.105779},
  researchr = {https://researchr.org/publication/MaierZGCMSLWGBJRZ23},
  cites = {0},
  citedby = {0},
  journal = {Environmental Modelling and Software},
  volume = {167},
  pages = {105779},
}