Published August 26, 2020
| Version 1.0.0
Software
Open
Datasets of Air Pollutants on Boulevard Type Streets and Software to Replicate Large-Eddy Simulations of Air Pollutant Concentrations Along Boulevard-Type Streets
Creators
- 1. Department of Computer Science, University of Helsinki, Finland
- 2. Institute of Atmospheric and Earth System Research (INAR) / Physics, Faculty of Science, University of Helsinki, Finland
- 3. Institute of Atmospheric and Earth System Research (INAR) / Physics, Faculty of Science, University of Helsinki, Finland / Helsinki Institute of Sustainability Science, Faculty of Science, University of Helsinki, Finland
- 4. Department of Computer Science, University of Helsinki, Finland / Institute of Atmospheric and Earth System Research (INAR) / Physics, Faculty of Science, University of Helsinki, Finland
Description
This file contains a cleaned data set of air pollutants on multiple boulevard type streets and the software to obtain this from large-eddy simulation outputs. It also contains the software to create and evaluate the machine learning models featured in the article "Machine learning models to replicate large-eddy simulations of air pollutant concentrations along boulevard-type streets" submitted to Geoscientific Model Development.
Files
les2020.zip
Files
(610.9 MB)
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Additional details
Funding
- Structure from randomization 326339
- Academy of Finland
- Human-guided data analysis 319145
- Academy of Finland