Articles | Volume 16, issue 16
https://doi.org/10.5194/gmd-16-4867-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter
Data sets
The PM2.5 data from observations and model outputs for fused prediction https://doi.org/10.5281/zenodo.7619183
Model code and software
geoschem/GCClassic: GEOS-Chem 13.1.0 (13.1.0) https://doi.org/10.5281/zenodo.4984436
Python source code of EnKF-based prediction fusion https://doi.org/10.5281/zenodo.7439497