Field Sampling & Environmental Monitoring

Sampling campaigns designed and executed to produce clean, analyzable environmental datasets for soil, water, and plants.

Field Sampling • Environmental Monitoring • QA/QC

Field Sampling & Environmental Monitoring

Sampling campaigns designed and executed to produce clean, analyzable environmental datasets for soil, water, and plants.

Field sampling and environmental monitoring
Field sampling and environmental monitoring
Field sampling and environmental monitoring

Overview

I help plan and run field sampling so you end up with data you can actually analyze. That includes practical designs, clear documentation, and a clean handoff that connects field work to lab and modeling needs.

Ideal collaborators

Labs, agencies, and consulting teams that need consistent field data for monitoring, validation, or decision support in agriculture and environmental projects.

What you get

  • Sampling design aligned to objectives, constraints, and the expected analysis
  • Field protocols and forms with a metadata schema that reduces missing information
  • QA and QC checks, labeling plan, and sample tracking notes
  • GIS maps for locations and coverage plus a final curated dataset
  • A short summary report that explains what was collected and what it means for next steps

Inputs to start

  • Site boundaries, access constraints, and target parameters
  • Desired sampling density, timing, and any lab method requirements
  • Existing maps or prior samples, if available
  • Reporting requirements, including monitoring or compliance needs

Workflow

  1. Scoping and design with a map plan and a field protocol draft
  2. Logistics planning, forms, and sample tracking setup
  3. Field collection with QA and QC checks
  4. Data curation and delivery with maps, metadata, and a brief summary

Typical outcomes

  • A sampling plan and field protocol that another team could follow
  • A clean dataset with metadata and QA and QC notes
  • Monitoring support that includes indicators and a reporting template when needed

Service Overview

Engagement Type
On-site planning
Typical Duration
1–2 wks design · 4–8 wks field
Deliverables
Plan · SOPs · QA/QC · Dataset
Data sources Site context, EO basemaps, lab methods, sensor/drone notes
Handoff Data package + map book + SOP binder/drive
Collaboration Field teams, labs, agencies, consultants, ag tech programs

Example Use Cases

  • Soil carbon sampling designs and follow up monitoring rounds
  • Water quality campaigns with consistent metadata and QA and QC
  • Ground truth collection to validate Earth observation models

Schedule Field Sampling Consultation

Share your sites, parameters, and timeline so we can design a practical sampling plan.

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