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newsTuesday, August 4, 2026·3 min read

NOAA Extends $3M Contract with Spire to Evaluate Hyperspectral Microwave Sounder Data

NOAA has extended a $3 million contract with Spire Global to assess hyperspectral microwave sounder data for improving weather forecasts.

Scenic view of Riddarholmen Church next to a waterfront in Stockholm under a clear blue sky.
Photo: Kirandeep Singh Walia

On August 4, NOAA announced a six‑month, $3 million extension to its contract with Spire Global to evaluate data from the company's Hyperspectral Microwave Sounder (HyMS). The HyMS demonstrator, operating since January, collects more than 2,000 microwave channels, offering unprecedented vertical resolution of atmospheric profiles. By testing this data across diverse weather regimes, NOAA hopes to determine whether hyperspectral microwave observations can sharpen numerical weather prediction. If successful, the technology could fill gaps left by legacy broadband microwave sensors, especially in data‑sparse regions.

What happened

NOAA issued a six‑month contract extension worth $3 million to continue evaluating Spire's HyMS instrument. The agency will assess sensor performance across a broader range of atmospheric conditions and seasonal patterns, measuring the impact on forecast accuracy and atmospheric profiling.

HyMS captures atmospheric observations across more than 2,000 sensing channels, delivering high‑spectral resolution in the microwave bands. This design provides finer vertical resolution than traditional broadband microwave sensors, improving observations in all‑weather conditions and offering resilience to radio‑frequency interference.

Spire reports that the HyMS demonstrator has already shown it can collect high‑quality hyperspectral microwave data from orbit. The extended evaluation will compare these observations with existing weather‑satellite datasets to determine how they can complement current numerical weather prediction systems.

Why it matters

Improving vertical resolution of atmospheric measurements directly influences the accuracy of numerical weather prediction models, which rely on precise temperature and moisture profiles. Enhanced forecasts can benefit disaster preparedness, aviation safety, and agriculture, especially in regions lacking dense ground‑based observation networks. Successful integration of commercial hyperspectral microwave data could also reduce reliance on aging government satellite assets, fostering a more resilient and cost‑effective observation ecosystem.

+ Pros
  • Potentially sharper forecast skill due to finer vertical atmospheric detail.
  • Commercial constellation offers rapid data refresh and scalability.
  • Resilience to radio‑frequency interference improves data reliability.
Cons
  • Technology is still experimental; operational benefits are not yet proven.
  • Integration with existing NWP systems may require significant software updates.
  • Cost of commercial data could become a budgetary concern if widely adopted.

How to think about it

For forecasters, treat HyMS data as a supplemental layer rather than a replacement for established observations. Start by incorporating the data into research‑grade model runs to quantify incremental skill gains. Policy makers should weigh the potential forecast improvements against the long‑term cost structure of purchasing commercial data, and consider partnership models that share development risks.

FAQ

What is hyperspectral microwave sounding?+
It is a technique that measures microwave radiation at thousands of narrow frequency channels, providing high vertical resolution of temperature and moisture profiles in the atmosphere.
How does HyMS differ from traditional microwave sensors?+
Traditional sensors use a few broadband channels, limiting vertical detail. HyMS uses over 2,000 channels, capturing fine‑scale atmospheric layers and improving all‑weather observation capability.
When might we see HyMS data in daily forecasts?+
If the evaluation demonstrates clear forecast skill, NOAA could begin integrating HyMS products into operational models within the next few years, following a phased rollout and validation process.
Sources
  1. 01NOAA purchases Spire hyperspectral microwave sounder data
  2. 02NOAA purchases Spire hyperspectral microwave sounder data
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