Regional Spatiotemporal Collaborative Prediction Model for Air Quality
نویسندگان
چکیده
منابع مشابه
Evaluation of a regional air-quality model
Evaluation of a regional air-quality model with bi-directional NH3 exchange coupled to an agro-ecosystem model J. O. Bash, E. J. Cooter, R. L. Dennis, J. T. Walker, and J. E. Pleim National Exposure Research Laboratory, Office of Research and Development, US Environmental Protection Agency, Research Triangle Park, NC 27711, USA National Risk Management Research Laboratory, US Environmental Prot...
متن کاملA Nonparametric Online Model for Air Quality Prediction
We introduce a novel method for the continuous online prediction of particulate matter in the air (more specifically, PM10 and PM2.5) given sparse sensor information. A nonparametric model is developed using Gaussian Processes, which eschews the need for an explicit formulation of internal – and usually very complex – dependencies between meteorological variables. Instead, it uses historical da...
متن کاملEmissions Inventory Development and Processing for the Seasonal Model for Regional Air Quality
The Seasonal Model for Regional Air Quality (SMRAQ) project is an effort to model ozone formation and transport from May to September of 1995 for the eastern two-thirds of the continental United States using a 36-km grid resolution. The emissions inventory was derived from the 1990 and 1995 Ozone Transport Assessment Group (OTAG) inventories. This paper describes the experiences and insight gai...
متن کاملAirQMAS: A Collaborative Multi-agent System for Air Quality Analysis
The paper presents a multi-agent system, AirQMAS, developed for air quality analysis at different stations from the Romanian national air quality monitoring network. The multi-agent system includes collaborative agents that work together in order to improve the overall efficiency of the system. Two types of agents are used: environmental agents and meteorological agents. The learning capability...
متن کاملNitrogen Oxides, Regional Transport, and Ozone Air Quality: Results of a Regional-scale Model for the Midwestern United States
An overview of the role of NO x in the formation of rural 03, regional transport and its potential impact on urban air quality is presented. An analysis of a specific O3 excursion in southeast Michigan (8-2-90) is performed based on a combined urban and regional-scale model. The regional component of the model represents transport and photochemistry from sources as far away as Texas. Results su...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2019
ISSN: 2169-3536
DOI: 10.1109/access.2019.2941732