Field operations

Data Collection & Ground Truth

Planning, executing, and supporting complex collection programs in demanding environments worldwide.

Deployable optical instruments operating during a field test

Real-world experience

Experienced teams adapt and get the data

Our team has provided field-testing and ground-truth services for more than two decades. Field tests rarely proceed exactly as planned; success depends on preparation, experienced personnel, and the ability to respond to changing conditions.

We design and execute tests around the information customers actually need, with collection geometry, equipment, logistics, and validation considered as one integrated problem.

01

Site Selection

Match locations, conditions, infrastructure, access, and collection geometry to the objective.

02

Test Planning

Define objectives, schedules, staffing, instrumentation, data products, and risk controls.

03

Logistics

Coordinate transportation, equipment deployment, site access, and customer support.

Measurement integrity

Good analysis starts with good data

Calibration is critical to meaningful measurements and defensible analysis. Investing in a sound calibration scheme early in a program pays dividends throughout the project lifecycle.

We develop custom MATLAB and Python applications to implement, validate, and refine advanced processing techniques while maintaining repeatable quality-control workflows.

  • Data collection
  • Algorithm development
  • Rapid prototyping
  • Sensors, lasers, and optics
Optical calibration equipment and precision instrumentation

Deployable infrastructure

Mobile laboratories built for remote operations

Self-contained, climate-controlled mobile laboratories transport sensitive equipment safely and provide working lab space at the collection site.

  • Sensor deployment
  • Collection operations
  • Data validation
  • Data processing
  • Analysis
  • Final reporting
Climate-controlled mobile laboratory configured for remote testing

Instrument care and feeding

Equipment ready when the mission needs it

Good data requires well-maintained equipment. Lightstorm supports instrument storage, inventory, calibration management, repair coordination, shipping, and user training for organizations without the people or facilities to maintain specialized systems continuously.