Soil Moisture Insights
Discover a world where precision meets sustainability
Spire’s Soil Moisture Insights, powered by GNSS-R satellites and AI/ML, delivers a global view of soil moisture with near-real-time data available in under 24 hours. Backed by a 40-year archive, it supports rapid decision-making across agriculture, energy, commodities, and more.
Redefining soil moisture monitoring at scale
High-resolution data
Unlock precise views at 6 km, 500 m, or even 100 m for hyper-local precision agriculture and regional assessments—fine-tuned for local detail and built for regional scale.
Global coverage
With daily refresh cycles and delivery in less than 24 hours, Spire empowers users to act on the most current ground conditions, anywhere on Earth.
Comprehensive historical archive
Leverage 40+ years of soil moisture data and daily updates to train AI models, analyze climate trends, and identify anomalies earlier that signal drought, flood, or crop stress.
Streamlined integration
Our anomaly indicators and near-real-time measurements are API-ready for easy integration into dashboards, models, and alert systems.
Strengthen your decisions with unmatched accuracy
Cutting-edge, AI-enhanced soil moisture data empowers you to optimize crop performance, inform trading strategies, and manage environmental risks with precision and confidence.
Who benefits from Soil Moisture Insights?
Commodity traders
Stay ahead of market movements with real-time global soil moisture insights to inform strategic trading.
Insurance innovators
Improve premium accuracy and build smarter parametric insurance models with high-resolution soil moisture data.
Farmers and agricultural managers
Boost yields with precise soil moisture insights that guide proactive crop decisions and irrigation timing.
Data scientists
Access 40+ years of historical and daily global soil data to train models and power real-world solutions.
Urban planners
Use soil moisture insights and historical deviations to anticipate delays, assess foundation and slope stability, and ensure resilient infrastructure.
Environmental stewards
Track moisture trends to support water conservation, land management, and climate resilience.
Join the movement for a better-informed and more sustainable world
Experience the difference today
Spire helps you take smarter steps toward the future of agriculture and environmental management. Our mission is to elevate your operations and decision-making with unparalleled insights into the Earth’s most fundamental resource: its soil.
Our weather data making an impact in the real world

Validating Spire’s Soil Moisture product: A preview of the data behind the insights
Understanding and monitoring soil moisture is crucial across a wide range of industries, from precision agriculture to wildfire mitigation, environmental monitoring, and climate science.

Spire’s high-resolution soil moisture data now delivered in under 24 hours
High-resolution, daily global soil moisture data offers unparalleled insights, enhanced by AI, and now with significantly reduced latency, benefiting agriculture, insurance, climate intelligence, and environmental risk sectors.

Introducing Spire’s Soil Moisture Insights Anomalies: Contextual intelligence for critical decisions
Soil moisture plays a pivotal role in agriculture, water management, financial risk markets, and disaster preparedness, serving as a foundation for understanding weather and climate impacts.