- Community Spotlight, Success Stories, Uncategorized
- Satellite Science & Environmental Intelligence
Advancing Severe Weather Predictions with Artificial Intelligence
As artificial intelligence (AI) and machine learning (ML) technologies evolve in Earth sciences, CSS employee owners (formerly Riverside staff) are growing our expertise in this field. CSS employee owners are advancing technologies for our client, NOAA’s Center for Satellite Applications and Research (STAR). Our staff have developed a framework, exploiting modern AI/ML techniques, to rapidly evaluate the benefits and capabilities of Hyperspectral Microwave Sensors (HyMS) prototypes. HyMS are instruments that gather high spectral resolution data across a wide range of wavelengths within the microwave spectrum, enabling improved atmospheric temperature, moisture, cloud and precipitation sounding, nowcasting, and numerical weather prediction. CSS staff are currently doing assessments to determine the potential improvements that can be implemented into real-time monitoring of severe meteorological events, such as hurricanes, floods, and tornados.
These advancements will help forecasters better understand these events, where they are likely to occur, and be able to issue more advanced warnings to alert decision-makers and the public on preparations that can be made to help save property and lives.
Learn more about hyperspectral sensor technology and read the published journal article listed below.
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Assisting with Design and Validation of Mobile Chemical Analysis Laboratory
Portable High-throughput Integrated Laboratory Identification System (PHILIS) is the Environmental Protection Agency’s (EPA) suite of mobile laboratories designed to provide on-site analysis of chemical agents. CSS employee owners support the PHILIS team with on-site responses and chemical analysis. CSS PHILIS teams recently supported the technical design and integration of state-of-the-art emergency response mobile laboratory units engineered for the rapid detection and quantification of hazardous materials. CSS PHILIS teams in…
Supporting the Launch of NOAA Data to Inform More Resilient Infrastructure Designs and Structures
Congratulations to NOAA for launching their new Typical Meteorological Year product, developed by the National Centers for Environmental Information (NCEI) as part of the industry initiative. This effort helps make environmental data actionable for architects and engineers designing the next generation of resilient infrastructure. CSS is proud to support this effort and our employee owners who contributed to this product. The Typical Meteorological Year (TMY) product provides location-specific…
Over 2000 River and Stream Samples Analyzed
Every five years teams supporting U.S. Environmental Protection Agency’s National Aquatic Resource Survey—consisting of tribal, state, and federal partners—collect samples from over 2000 river and stream reaches throughout the United States. CSS analytical chemists support this effort by processing the samples and then analyzing them for various chemicals to help characterize their water quality. The…