Research Idea Details
Home » Framework for Enhanced Model Evaluations for Air Quality Analyses
Framework for Enhanced Model Evaluations for Air Quality Analyses
- Focus Area: Air Quality
- Status: Current
- Subcommittee: Air Quality
- Cost: $250k-$499k
- Timeframe: 1-2 years
Research Idea Scope
NCHRP 25-55 made ground-breaking recommendations for the design and implementation of an enhanced model evaluation process (EMEP) for air quality analyses for transportation, including in particular that model evaluations be conducted for the regulatory modeling chain (RMC) of traffic emissions and dispersion for project-level air quality analyses, that the RMC evaluations be conducted for the intended regulatory purpose of showing compliance with the regulatory tests (NAAQS and B/NB), that multiple technical criteria appropriate for regulatory models be used in the evaluations in addition to accuracy (which is typically the focus), and that state-of-the-art field studies be conducted to collect representative data for all typical transportation applications (project types, configurations etc.) that are subject to regulatory requirements for modeling. These recommendations and more were cited in the December 2023 AASHTO comment letter on proposed revisions to the Guideline on Air Quality Models. An EMEP for transportation is needed for two primary reasons: 1) good science, as currently the RMC has not been validated (which makes air quality analyses open to challenge), 2) to meet the challenges posed by increasingly more stringent national ambient air quality standards (NAAQS) for fine particulate matter (PM2.5), which will make clearing projects for conformity and NEPA much more challenging technically.
Implementing the NCHRP 25-55 recommendations will be complex and resource intensive. Before it can be implemented, consensus among state DOTs will be needed on its key elements or framework, including the methodologies to be applied for the field studies and the associated modeling and analyses, the priorities for the transportation applications (project types, configurations etc.) to be evaluated, and the format and content of the deliverables (e.g., an EMEP template for reporting). Budget cost estimates would also be needed for the prioritized transportation applications covering both the field studies and the modeling and analyses. For the EMEP template, the results from NCHRP 25-55 would be reviewed and updated as appropriate for consistency with the recommended methodologies, with the final report serving as a template for future EMEPs. Additionally, consensus on the consultation and coordination process to be used in future EMEPs would be needed.
The proposed approach for implementing NCHRP 25-55 is therefore to first inform and gain consensus among state DOTs and other key stakeholders on these key elements, with due consideration for any updates or advances in technology or methods since the time that NCHRP 25-55 was conducted. Once consensus has been obtained, model evaluations can be conducted on the prioritized transportation applications following the consensus-based methodologies for the field studies and modeling and analyses, with reporting following the EMEP template and consultation and coordination following the agreed process. An update on attainment status and margins and the associated ability to use the NAAQS and build/no build tests for state DOTs affected by the revised PM2.5 NAAQS will also be provided.
Urgency and Payoff
The proposed research is urgent for multiple reasons:
i) Showing compliance to the new and much more stringent PM NAAQS will be very challenging both to state DOTs that will have to conduct PM analyses for the first time as well as those that already have faced challenges in clearing projects for PM analyses under the previous and less stringent PM NAAQS. State DOTs need to have reliable models that have been fully validated against representative field data for this purpose.
ii) EPA is planning to make modeling of the effects of noise walls and other barriers on near-road concentrations a regulatory requirement. This may be problematic for state DOTs as preliminary testing showed the new (and unvalidated) feature to dramatically overestimate concentrations near (downwind) of the barrier. (AECOM et al, 2022). Many highway projects involve noise walls so the challenges to state DOTs that are planning highway capacity increase may be widespread unless the model is first validated (and corrected) against representative field data for this application.
iii) Increased litigation risk may be expected, both for using models and an RMC that have not been fully validated against representative field data for their intended regulatory purpose (showing compliance with the NAAQS and/or showing build design values to be no greater than no-build) and for failing to disclose this issue in NEPA documentation (lack of transparency).
iv) AASHTO strongly recommended the implementation of EMEPs for high priority transportation applications in their December 21, 2023, letter to EPA, stating that “AASHTO recommends funding and implementation of an enhanced model evaluation process (EMEP) for transportation projects, consistent with the findings of the National Cooperative Highway Research Program (NCHRP) 25-55 study (Report 1058)…, the 2007 National Research Council report on “Models in Environmental Regulatory Decision Making”…, and [2015] AASHTO comments on the Guideline on Air Quality Models …” This proposed study would support the implementation of the AASHTO recommendations.
v) NCHRP 25-55 made recommendations for the implementation of enhanced model evaluations for specific applications, including highways with noise walls.
Christopher Voigt
05/29/2024