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Agriculture

Field-level insights for precision farming

Get early, accurate information about crop health and chemistry that helps you maximize yield with minimum input.

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Access the data

Measure nutrient levels with precision

Detect, map, and monitor N, P, and K nutrient nutrient levels across fields to optimize inputs and crop health.

Classify crops with high accuracy

Clearly distinguish crops species for precision planning and resource management, and improved yield forecasting.

Improve input efficiency at scale

Increase margins and lower environmental impact by matching fertilizer and water use to actual crop needs.

Optimizing nitrogen fertilizer

We partner with UK-based precision agriculture company, Messium, to improve crop yields using less fertilizer. Our hyperspectral imagery enables real-time measurement of excess nitrogen concentrations with laboratory-level precision.

Tailored fertilizer use with less manual effort

Reduced nitrous oxide emissions and input costs

Maximized crop growth

Increased farm profitability

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Applications

Real-life solutions

Hyperspectral imagery brings precise, data-driven decision making to the agriculture industry.

Early disease detection

Detect, identify, and target crop disease in its earliest stages, before it affects yields.

Precise crop classification

Clearly distinguish crops and growth stages for precise planning and forecasting.

Widespread soil monitoring

Reveal soil variability at scale to guide smarter, more targeted sampling.

Targeted resource management

Optimize water and input use by responding to real crop and soil conditions.

Invasive species detection

Identify invasive species early and accurately to protect productivity.

Continuous health monitoring

Track subtle changes over time to minimize loss and maximize yields.

The hyperspectral advantage

Hyperspectral imaging detects crop stress, disease, and nutrient imbalances before they’re visible to the human eye. This enables targeted resource management, improved forecasting, and optimal yields—even in heterogenous fields.

Hyperspectral imagery may cost more per image, but it costs far less per decision.

Hyperspectral
Multispectral
Hyperspectral
Multispectral
Nutrient signals
Detects subtle biochemical and nutrient signals before visual stress appears
Detects stress only after visible or structural changes occur
Acquisition
Enables single-pass crop and nutrient analysis with fewer revisits
Requires repeated acquisitions and modeling assumptions
Recommendations
Supports targeted intervention at sub-field scale
Often limited to field-average recommendations
Uncertainty
Reduces uncertainty in agronomic decisions
Higher uncertainty in heterogeneous fields
Nutrient signals
Hyperspectral

Detects subtle biochemical and nutrient signals before visual stress appears

Multispectral

Detects stress only after visible or structural changes occur

Acquisition
Hyperspectral

Enables single-pass crop and nutrient analysis with fewer revisits

Multispectral

Requires repeated acquisitions and modeling assumptions

Recommendations
Hyperspectral

Supports targeted intervention at sub-field scale

Multispectral

Often limited to field-average recommendations

Uncertainty
Hyperspectral

Reduces uncertainty in agronomic decisions

Multispectral

Higher uncertainty in heterogeneous fields

Frequently Asked Questions

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How is this different from multispectral satellite imagery?

Hyperspectral imagery captures many more narrow spectral bands, which detect subtle material and environmental signals that multispectral imagery cannot reliably resolve.

How often do I need hyperspectral imagery?

Many use cases require fewer collections than multispectral approaches, as a single hyperspectral image captures substantially more information per pass.

Do I need specialized software to use the data?

Wyvern imagery integrates with standard geospatial software and is easily accessed through APIs. If you don’t want to manage tooling, our partners can provide a ready-to-use interface that delivers the insights directly.

Is this only for large farms or enterprises?

No. Hyperspectral imagery is valuable in any-size heterogeneous field where traditional averages break down.

Resources

Related resources

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Hyperspectral Precision Agriculture: Fertilizer Optimization and Yield Forecasting by Wyvern x Messium

Whitepaper
Feb 1, 2026

Hyperspectral Precision Agriculture: Fertilizer Optimization and Yield Forecasting by Wyvern x Messium

Whitepaper
Feb 1, 2026

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Dragonette-004: Hyperspectral intelligence from orbit

News
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Wyvern and Nara Space partner to expand access to hyperspectral data across Asia

News
Sep 29, 2025

Wyvern and Nara Space partner to expand access to hyperspectral data across Asia

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View all

Start using hyperspectral imagery

And bring a new level of clarity to your operations.
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