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Controlled Environment Agriculture: reading guide

Connect plants, light, air, water and roots to understand measurement and control in greenhouses and indoor farms.

This is an editorially selected reading order. Begin at step 1 or go directly to the topic you need.

  1. Learning guide · 17 min

    CEA plant environment and light design — photosynthesis, quantity, distribution and spectrum

    Connect photosynthesis, respiration, stomata, and water transport to environmental measurements. Two synthetic calculations separate carbon gain from harvest mass and vapor pressure deficit from transpiration.

  2. Hands-on · 4 min

    VPD and DLI Lab — verify humidity and light time series

    Calculate air VPD and daily light integral from synthetic CSV, testing unequal intervals, missing data and unit mistakes.

  3. Hands-on · 8 min

    CEA climate-balance labs — conserve heat, water vapor and CO2 separately

    Integrate a synthetic one-zone model in Python and verify how LED heat, outdoor exchange, ventilation, capacitance and cooling change room temperature.

  4. Learning guide · 15 min

    CEA climate control — temperature, humidity, sensors, response and coupling

    Treat room temperature and vapour mass as two states, then define interactions and test conditions for cooling, dehumidification, reheat and ventilation.

  5. Learning guide · 18 min

    CEA sensing and image estimation — sensor placement and projected leaf area

    Combine CO₂, EC, pH, DO, flow, level and pressure to separate spatial differences, instrument bias and sample transport delay. Check circulation, ventilation and water-balance residuals.

  6. Learning guide · 13 min

    CEA nutrient dosing — tank accounting, pump calibration and state control

    Compare water top-up, stock addition and drain/refill with a one-component balance, and reproduce the synthetic examples in Python.

  7. Learning guide · 12 min

    CEA water paths and multi-tier hydraulics — NFT, DWC, drip and head balance

    Compare thin-film channels, immersed roots and drip-fed substrates, separating circulation, makeup water and storage changes.

  8. Learning guide · 2 min

    CEA recovered solution — separate sanitation, treatment and reuse boundaries

    A recovered solution can match EC and still be unsuitable for roots. Separate collection, isolation, treatment, residual checks and reuse authorization.

  9. Learning guide · 2 min

    CEA two ledgers — connect nutrient accounting and sanitation state

    Keep nutrient accounting and sanitation records separate, then allow a recovered solution to become a reuse candidate only when both are complete.

  10. Learning guide · 3 min

    CEA lot and zone traceability and isolation operations

    Mixing can average chemistry, but it does not erase sanitation provenance. Preserve parent lots, shared paths and isolation scope.

  11. Learning guide · 2 min

    CEA aquaponics — water-quality boundaries for fish, microbes and plants

    Separate fish, biofilter and plant water conditions, then track nitrogen transformations, circulation and makeup water.

  12. Learning guide · 8 min

    CEA aquaponics — loads, system capacity, isolation and recovery

    Separate solids, nitrogen and phosphorus loads, allocate system capacity, and record headroom, zone isolation and recovery conditions.

  13. Learning guide · 4 min

    CEA mushroom cultivation — fungi, substrates, environment and contamination boundaries

    Unify fungal phases, substrate water activity, environmental phases and contamination boundaries in one record design.

  14. Learning guide · 2 min

    CEA energy and economics — separate load and cost ledgers

    Separate LED, HVAC, pump and fan power, then compare resource-to-yield ratios, capital cost, operating cost and labor in distinct ledgers.

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