March 24, 2026
Generated lab notebook from daily_summary, plan_journal, and setpoint audit data. It is intentionally chronological and may include in-progress cycles before validation.
🌅 Morning Cycle (9:35 AM) — iris-20260324-0930
validated
5/10
mister_all_kpa, mister_engage_kpa, plan_metadata, vpd_high
Result: Accuracy: 50%, MAE: 0.22
Reflection
First planning cycle — no previous hypothesis to validate.
Hypothesis
Conditions: Pre-position misters: forecast 74F outdoor @ 11AM, VPD will climb fast. Yesterday hit 3.13 by 1PM with 1.6 engage.
Setpoints
Tuesday March 24
Primary crop-band changes:
Backfilled core param for chart continuity
Tighten VPD ceiling for afternoon peak. Triggers humidity re
Post-peak relaxation. Solar dropping behind tree line. VPD s
Tactical tunable changes:
Backfilled core param for chart continuity
Lower all-mister threshold ahead of peak. Yesterday VPD exce
Post-peak relaxation. Solar dropping behind tree line. VPD s
Restore default all-mister threshold for overnight.
☀️ Midday Cycle (12:04 PM) — iris-20260324-1200
validated
5/10
set_vpd_high_kpa, vpd_mister_engage_kpa
Result: Historical plan - insufficient data for retrospective validation.
Reflection
First planning cycle — no previous hypothesis to validate.
Hypothesis
Conditions: Override 0930 plan 4PM relaxation. Outdoor forecast 84F/15% RH (VPD 3.37) at 4PM MDT — too early to relax. Keep aggressive misting to fight 3rd consecutive day of VPD-high stress.
Setpoints
Tuesday March 24
Primary crop-band changes:
Backfilled core param for chart continuity
Override 0930 plan 4PM relaxation. Outdoor forecast 84F/15%
Begin gradual mister relaxation. Outdoor dropping to 83F, so
Tactical tunable changes:
Backfilled core param for chart continuity
Override 0930 plan 4PM relaxation. Outdoor forecast 84F/15%
Begin gradual mister relaxation. Outdoor dropping to 83F, so
End-of-Day Summary
Climate
59.9–88.0°F; avg 72.5°F
0.34–2.48 kPa; avg 1.07 kPa
35.4–87.2%
Stress Hours
- Heat stress (>85°F): 15.0h
- VPD stress (>2.0 kPa): 12.5h
- Cold stress (<55°F): 5.6h
Economics
USD 3.98
USD 0.02
USD 0.650
USD 4.65
Equipment Runtimes
Primary exhaust runtime.
Secondary exhaust runtime.
Intake vent runtime.
Fogger runtime.
Electric heater runtime.
Gas heater runtime.
Supplemental lighting runtime.
South mister runtime.
West mister runtime.
Center mister runtime.
Water
- Total: 293 gal
- Mister: 42 gal
Hourly Pattern
RH 36.2%.
RH 24.5%.
RH 24.4%.
RH 36.5%.
RH 58.2%.
RH %.
RH 67.9%.
RH 67.7%.
RH 63.2%.
RH %.
RH %.
RH 70.4%.
RH 71.3%.
RH 72.6%.
RH 72.9%.
RH 72.6%.
RH 72.6%.
RH 72.6%.
RH 73.0%.
RH 72.2%.
RH 68.0%.
RH 67.5%.
RH 55.2%.
RH 45.4%.
7-Day Stress Context
Cold stress 4.3h.
Cold stress 4.2h.
Cold stress 3.9h.
Cold stress 3.8h.
Cold stress 5.3h.
Cold stress 6.2h.
Cold stress 5.6h.