Space, time and nesting Integrated Assessment Models
Environmental Modelling & Software
Automatica (Journal of IFAC)
Environmental Modelling & Software
Prediction of ozone levels in London using the MM5-CMAQ modelling system
Environmental Modelling & Software
Environmental Modelling & Software
Environmental Modelling & Software
Position Paper: A general framework for Dynamic Emulation Modelling in environmental problems
Environmental Modelling & Software
Surrogate models to compute optimal air quality planning policies at a regional scale
Environmental Modelling & Software
Innovative approaches to integrated global change modelling
Environmental Modelling & Software
Environmental Modelling & Software
Integrated assessment model of society-biosphere-climate-economy-energy system
Environmental Modelling & Software
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In this paper, the Integrated Assessment of air quality is dealt with at regional scale. First the paper describes the main challenges to tackle current air pollution control, including economic aspects. Then it proposes a novel approach to manage the problem, presenting its mathematical formalization and describing its practical implementation into the Regional Integrated Assessment Tool (RIAT). The main features of the software system are described and some preliminary results on a domain in Northern Italy are illustrated. The novel features in RIAT are then compared to the state-of-the-art in integrated assessment of air quality, for example the ability to handle nonlinearities (instead of the usual linear approach) and the multi-objective framework (alternative to cost-effectiveness and scenario analysis). Then the lessons learned during the RIAT implementation are discussed, focusing on the locality, flexibility and openness of the tool. Finally the areas for further development of air quality integrated assessment are highlighted, with a focus on sensitivity analysis, structural and non technical measures, and the application of parallel computing concepts.