@article{Balzotti2022, 
author = {Caterina Balzotti and Maya Briani},
title = {Estimate of traffic emissions through multiscale second order models with heterogeneous data},
year = {2022},
journal = {Networks and Heterogeneous Media},
volume = {17},
number = {6},
pages = {863-892},
keywords = {Second order traffic models, heterogeneous data, emissions, road networks},
url = {https://www.sciopen.com/article/10.3934/nhm.2022030},
doi = {10.3934/nhm.2022030},
abstract = {In this paper we propose a multiscale traffic model, based on the family of Generic Second Order Models, which integrates multiple trajectory data into the velocity function. This combination of a second order macroscopic model with microscopic information allows us to reproduce significant variations in speed and acceleration that strongly influence traffic emissions. We obtain accurate approximations even with a few trajectory data. The proposed approach is therefore a computationally efficient and highly accurate tool for calculating macroscopic traffic quantities and estimating emissions.}
}