Field Sampling

Field sampling for soil health, carbon, water, irrigation, and EO-validation projects with model-ready ground truth.

Field sampling activity supporting soil and environmental monitoring
Agricultural field site used for soil, water, and EO validation sampling
Soil spectroscopy workflow connected to field-sampled ground truth
Field sampling activity supporting soil and environmental monitoring
Agricultural field site used for soil, water, and EO validation sampling
Soil spectroscopy workflow connected to field-sampled ground truth
Sampling DesignSoil & WaterDronesQA/QCMetadata
Environment · Agriculture
2021–Present
UF / UGA · Field campaigns & collaborators

Field Sampling

Field sampling experience supporting soil health, carbon, water, irrigation, and EO-validation projects, with emphasis on metadata, QA/QC, and model-ready ground truth.

Field sampling experience supporting soil health, carbon, water, irrigation, and EO-validation projects, with emphasis on metadata, QA/QC, and model-ready ground truth.

Sampling design, GPS and metadata collection, intact cores and composite samples, soil and water characterization, drone-supported field observation, and coordination with growers and research teams.

Field measurements provide the ground-truth backbone for calibrating, validating, and interpreting soil spectroscopy, remote sensing, and machine-learning models.

Key Features

  • Extensive soil sampling for carbon and soil health studies
  • Water/field characterization supporting agronomic decisions
  • Drone operations and data collection for mapping
  • Strong QA/QC practices and reproducible metadata