BESPOKE METEOROLOGICAL & AIR QUALITY COMPUTATIONS
We provide bespoke meteorological & air quality forecasts and (re)analysis with a combination of proprietary software and state-of-the-art apps such as WRF-ARW, CMAQ, and MPAS. The simulations can cover any area worldwide and use NRT (near-real-time) data with exclusive algorithms capturing wildfires and local emissions. Some of the advantages associated with bespoke simulations involve higher accuracy, the ability to tailor simulations to specific needs, and the feasibility of being used to perform other simulations based on their outputs. The results from bespoke simulations are distributed through two different channels:
- The AWS Data Exchange program, which allows subscribers to download all files directly through the AWS portal or CLI
- Directly to customers
Standard outputs include meteorological variables and species temporal variations tabulated in CSV files along with animations. Additionally, results as netCDF files are available upon request. Contact us if you are interested in other file formats.
Meteorological forecasts
We provide bespoke meteorological forecasts for any region in the globe. These forecasts can be either from global computations or from simulations focused on specific areas.
Global meteorological forecasts
Global meteorological forecasts cover the entirety of the globe. These simulations use either cells of (nearly) uniform size or meshes with refinements at any point in the globe.
As an example the below animations show the variations in windspeed and temperature from a global simulation with an average cell size of 30 km.
Local meteorological forecasts
Local meteorological forecasts target specific areas and allow scientists/modelers to adjust for different levels of refinement. As an example, the below snapshots shows the horizontal velocity components from a simulation of Baja California with a 5 km resolution.
Air quality computations
High-Resolution Northeastern U.S. & Eastern Canada Air Quality Forecasts
These forecasts cover the northeastern area of the U.S. and most of the territory of the Canadian provinces of Ontario and Quebec. The computations use a high-resolution grid and include satellite NRT (near-real-time) data to account for the dispersion of pollutants generated by wildfires. The area encompasses 3.6 million sq km (1,390,500 mi2) and covers the states of Connecticut, Delaware, Kentucky, Maine, Maryland, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, Vermont, Virginia, West Virginia, and the District of Columbia. Full forecasts for this region are available from the AWS Data Exchange portal (https://aws.amazon.com/marketplace/pp/prodview-dppkud7hnfzj6?sr=0-2&ref_=beagle&applicationId=AWSMPContessa) and represent hourly averages for over 100 species plus AQIs for PM2.5, PM1, PM10, SO2, O3, CO and NO2.
Click here for further details on air quality modeling for the Northeastern U.S. and Eastern Canada regions.
Western North America air quality simulations
These simulations cover most area west of the Continental Divide in North America encompassing the U.S. western states (Washington, Idaho, Montana, Wyoming, Oregon, California, Arizona, Nevada, Colorado, Utah, New Mexico), British Columbia, Alberta,and Saskatchewan. The area covers 6.7 million sq km. This region has large forested areas that, in the last years, have caused massive wildfires affecting areas as far south as California. The 2024 wildfire season has had an early start with the Edmonton metropolitan area seeing very large PM2.5 concentrations in the first half of May as shown in the left animation.
Click here for further details on these computations.