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Showing 1-240 of 1995 Results
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Enhancing Air Quality Forecasting Using Machine Learning Techniques

Urbanization is rapidly shaping our world, with more people than ever residing in cities. While cities offer numerous opportunities and conveniences, they also face critical challenges, including air pollution. Addressing these challenges is vital for creating healthier and more liveable urban environments. A transformative solution emerges, bridging the gap between sustainable urban mobility and ...
Scientific publications
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Maintaining Air Quality in Transboundary Air Basin: Georgia Basin-Puget Sound

This report was prepared by Environment Canada (EC) and the U.S. Environmental Protection Agency (EPA) with input from Health Canada. Environment Canada and EPA are the lead agencies for the U.S.-Canada Border Air Quality Strategy (BAQS) pilot project, Maintaining Air Quality in a Transboundary Air Basin: Georgia Basin-Puget Sound, announced by Environment Canada and the U.S. EPA in Washington D.C...
Reports, Case Studies & Assessments
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New Categorical Metrics for Air Quality Model Evaluation

Traditional categorical metrics used in model evaluations are “clear cut” measures in that the model’s ability to predict an “exceedance” is defined by a fixed threshold concentration and the metrics are defined by observation–forecast sets that are paired both in space and time. These metrics are informative but limited in evaluating the performance of air quality forecast (AQF) systems because A...
Scientific publications
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Listening to Stakeholders: Initiating Research on Subseasonal-to-Seasonal Heavy Precipitation Events in the Contiguous United States by First Understanding What Stakeholders Need

Heavy precipitation events and their associated flooding can have major impacts on communities and stakeholders. There is a lack of knowledge, however, about how stakeholders make decisions at the subseasonal-to-seasonal (S2S) time scales (i.e., 2 weeks to 3 months). To understand how decisions are made and S2S predictions are or can be used, the project team for “Prediction of Rainfall Extremes a...
Scientific publications
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Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS)

Authors present a new data set of annual historical (1750–2014) anthropogenic chemically reactive gases (CO, CH4, NH3, NOx, SO2, NMVOCs), carbonaceous aerosols (black carbon – BC, and organic carbon – OC), and CO2 developed with the Community Emissions Data System (CEDS). They improve upon existing inventories with a more consistent and reproducible methodology applied to all emission species, upd...
Scientific publications
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Gridded emissions of air pollutants for the period 1970–2012 within EDGAR v4.3.2

The new version of the Emissions Database for Global Atmospheric Research (EDGAR v4.3.2) compiles gaseous and particulate air pollutant emissions, making use of the same anthropogenic sectors, time period (1970–2012), and international activity data that is used for estimating GHG emissions, as described in a companion paper (Janssens-Maenhout et al., 2017). All human activities, except large scal...
Scientific publications
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WRF Users Guide Documentation

This User’s Guide describes the Advanced Research WRF (ARW) Version 4 modeling system. This document is continuously updated as the WRF model is further developed. Please post feedback to the WRF & MPAS-A Support Forum.This document is complementary to the WRF-ARW Tech Note, which describes the equations, numerics, boundary conditions, nesting, etc. in greater detail.For updates to specific ve...
Guidelines, Tools & Models
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Compute and Storage Resource Assessment for the National Weather Service Modeling Program Office

The Modeling Program Office (STI-M) within the National Weather Service’s Office of Science and Technology Integration (NWS/OSTI) assesses the compute and storage needs for various weather applications moving to the operational Production Suite at the National Centers for Environmental Prediction (NCEP). The programs and projects covered in this assessment are those that are managed by STI-M and a...
Reports, Case Studies & Assessments
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Air Quality Forecast Verification Using Satellite Data

NOAA’s operational geostationary satellite retrievals of aerosol optical depths (AODs) were used to verify National Weather Service developmental (research mode) particulate matter (PM2.5) predictions tested during the summer 2004 International Consortium for Atmospheric Research on Transport and Transformation/New England Air Quality Study (ICARTT/NEAQS) field campaign. The forecast period includ...
Scientific publications
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Air Pollutant Emission Inventory Guidebook 2023 (Selected Emission Factors and Abatement Efficiencies)

This viewer presents selected emission factors and abatement efficiencies included in the EMEP/EEA Guidebook 2023. Information is ordered by the respective Nomenclature For Reporting (NFR) source category code. Not all emission factors included in the Guidebook are included in this viewer, users should always therefore consult the relevant chapter. In case of discrepancies between values appearing...
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