Potential readings include temperature, pH, dissolved oxygen, light and plant-growth observations. Each measurement needs a defined method, units, timing and limitations. Instruments require calibration; a single reading is not a diagnosis and an observational correlation is not proof of causation.
Sensors, dashboards and AI integrations are exploratory possibilities, not installed capabilities. A future pilot needs operator approval, appropriate supervision, safe access, costs and data governance. AI cannot replace validated measurements or Farmwall’s agreed care procedures.
- Practical activity
- Choose a measurement below and draft a recording plan: question, instrument, frequency, units, calibration checks, responsible person and what the result cannot establish.
- Possible university connection
- Potential LISAF digital agriculture and Digital Innovation Hub input. Hardware, networks, dashboards and any student project require separate agreement.
- Tangible learning output
- A measurement brief with uncertainty notes, not fabricated live readings.