@article{article, title  = {{Opinion: The importance and future development of perturbed parameter ensembles in climate and atmospheric science}},

 publisher = {{Copernicus GmbH}},

 url = {{https://doi.org/10.5194/acp-26-4651-2026 }},

 year = {{2026}},

 month = {{4}},

 author = {{Carslaw KS and Regayre LA and Proske U and Gettelman A and Sexton DMH and Qian Y and Marshall LR and Wild O and van Lier-Walqui M and Oertel A and Peatier S et al}},

 doi = {{10.5194/acp-26-4651-2026}},

 volume = {{26}},

 journal = {{Atmospheric Chemistry and Physics}},

 issue = {{7}},

 pages = {{4651-4667}},

 note = {{Accessed on 2026/05/02}}}