- 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 Career Growth for Future Coastal Managers
NOAA’s Margaret A. Davidson Fellowship is a two-year fellowship for graduate students that provides an opportunity for them to work side by side with researchers at one of the 30 National Estuarine Research Reserves. The fellowship provides each cohort of fellows with hands-on and cross-disciplinary research experiences, networking opportunities, and professional development and mentoring, helping to prepare them…
Advanced Planning for Hardware Retirements
NOAA relies on orbiting satellites to collect data for Climate Data Records (CDR). However, these satellites degrade over time and can be at risk of failing. Degradation or failure of critical space instruments can cause interruptions in Earth’s climate system data, disrupting the ongoing record collection. In support of NOAA’s National Centers for Environmental Information, CSS program manager for CDR proactively managed product transitions that…
Fueling NOAA’s Scientific Partnerships
Maintaining NOAA’s active global climate tracking requires seamless collaboration with top-tier universities, research labs, and private contractors. In support of NOAA’s National Centers for Environmental Information, CSS program manager for Climate Data Records (CDR) has managed complex budget plans and contract modifications, securing crucial funding for essential climate variables. This effort directly preserved funding for CRDs including the Total Solar Irradiance CDR (which measures the Sun’s energy…