Key Takeaways:
- Spire Global has expanded its agriculture intelligence offering to include integrated soil moisture data and weather forecasting capabilities.
- The solution delivers a continuous “past-present-future” framework combining over 40 years of historical records, daily satellite observations, and forecasts extending up to 45 days.
- The platform can detect early signs of crop stress up to a week before visible canopy damage appears.
- The solution is delivered via API, enabling digital farming platforms, insurers, agribusinesses, and government agencies to integrate environmental intelligence into their workflows.
- The offering leverages Spire’s proprietary GNSS radio occultation and reflectometry data to provide global coverage without reliance on hardware-based sensors.
Spire Global Launches Expanded Agriculture Intelligence With Soil Moisture and Weather Data
Spire Global, Inc. (NYSE: SPIR), a global provider of satellite data, analytics and intelligence, has announced an expanded agriculture intelligence offering that integrates soil moisture data with weather forecasting capabilities.
Addressing Gaps in Agricultural Environmental Data
Agriculture is among the most climate-exposed industries globally, yet soil moisture and weather intelligence have remained fragmented, sensor-dependent, and limited in spatial coverage. As droughts, floods, and shifting seasonal patterns become more frequent, the need for scalable environmental visibility is growing across crop performance, capital allocation, and risk management applications.
What the Solution Provides
Spire’s expanded offering delivers a continuous “past-present-future” intelligence framework built on more than 40 years of historical records, daily satellite observations, and site-specific forecasts. The solution leverages Spire’s proprietary Global Navigation Satellite System (GNSS) radio occultation and reflectometry data and includes three core capabilities:
Plant Water Availability Insights
Near real-time global soil moisture observations and anomaly detection, designed to identify early signs of crop stress up to a week before visible canopy damage occurs. This supports irrigation and water management decision-making.
Predictive Outlooks
Site-specific soil moisture and weather forecasts extending up to 45 days, intended to support irrigation scheduling, input timing, and longer-term risk mitigation.
AI-Driven Seasonal Guidance
High-resolution, AI-based sub-seasonal forecasts providing extended visibility into shifting weather and soil conditions up to six weeks ahead, to help optimize planting and harvest timing.
Deployment and Integration
The solution is delivered via API, allowing digital farming platforms, insurers, agribusinesses, and government agencies to embed environmental intelligence directly into existing operational workflows. Spire states the approach reduces reliance on hardware-based sensors and enables scalable deployment across global agricultural portfolios.
Spire Global Leadership Perspective
“Climate volatility is increasing agricultural and economic risk, while much of the environmental data infrastructure supporting the industry remains fragmented and hardware-dependent,” said Shawn Mechelke, General Manager, Weather, Climate and Aviation at Spire. “Timely, globally consistent insight is essential for modern agronomic decision-making. By integrating satellite-derived soil moisture insights with advanced forecasting, we enable earlier intervention, more efficient resource use, and stronger operational resilience across global agricultural systems.”
Context Within Spire’s Broader Portfolio
Spire Global provides satellite data and analytics across multiple sectors. This agriculture intelligence expansion builds on the company’s existing satellite infrastructure and data capabilities, extending their application to address environmental monitoring needs within the agricultural industry.
