AROYA
AROYA · 2-Week Facility Audit · Cultivation IntelligenceAROYA · Auditoría 2 Semanas

Vangarden · 14-Day Crop-Steering AuditVangarden · Auditoría de 14 Días

21-room read · dryback, substrate EC, VPD and climate vs phase targets · phases signal-inferred (no HG roster this run)Lectura de 21 salas · fases inferidas por señal
FacilityInstalaciónVangarden (ID 4537) WindowVentana2026-06-12 → 2026-06-26 (14 days) RoomsSalas21 active (1 climate-only) SubstrateSustratoSOILLESS SourceFuenteAROYA public_api room chart (stitched 2-day windows, ~9-min cadence) Report dateFecha2026-06-26

Headline FindingsHallazgos Principales

Data coverageData coverage
21 / 21
active rooms with 14d telemetryactive rooms with 14d telemetry
Mean overnight drybackMean overnight dryback
20.3 pp
absolute pp across sensed roomsabsolute pp across sensed rooms
Mean substrate (pore) ECMean substrate (pore) EC
4.49 mS
steering output across sensed roomssteering output across sensed rooms
Mean lights-on VPDMean lights-on VPD
1.32 kPa
facility-widefacility-wide
Rooms blind on waterRooms blind on water
1
no substrate probe — watering invisibleno substrate probe — watering invisible
Flags this windowFlags this window
37
rooms outside a phase target bandrooms outside a phase target band
The Lead — what the 14 days tell usLa Lectura

21-room cultivation audit · Vangarden (facility 4537) · 2026-06-12 → 2026-06-26 — REAL 14-day hourly trace stitched from AROYA public_api (2-day windows, ~9-min native cadence). Phases are harvest-group verified for 17 of 21 rooms against the live AROYA roster (flip dates, cultivars and plant counts pulled per room); any remaining rooms are signal-inferred. Room mix: 7× Ripening, 6× Early Flower / Stretch, 5× Bulking, 2× Vegetative, 1× Flowering (substrate unsensed). Facility-wide the sensed rooms average 20.3 pp overnight dryback, pore EC 4.49 mS, lights-on VPD 1.32 kPa. 37 items flagged below. Top flags: Flower 1 pore EC 5.0 mS is below the band (6.0–8.0 mS); Flower 2 pore EC 5.8 mS is below the band (6.0–8.0 mS); Flower 2 RH 61.6% is high for ripening (target 45–55%); Flower 3 dryback 16.7 pp is below the early flower / stretch band (20–30 pp).21-room cultivation audit · Vangarden (facility 4537) · 2026-06-12 → 2026-06-26 — REAL 14-day hourly trace stitched from AROYA public_api (2-day windows, ~9-min native cadence). Phases are harvest-group verified for 17 of 21 rooms against the live AROYA roster (flip dates, cultivars and plant counts pulled per room); any remaining rooms are signal-inferred. Room mix: 7× Ripening, 6× Early Flower / Stretch, 5× Bulking, 2× Vegetative, 1× Flowering (substrate unsensed). Facility-wide the sensed rooms average 20.3 pp overnight dryback, pore EC 4.49 mS, lights-on VPD 1.32 kPa. 37 items flagged below. Top flags: Flower 1 pore EC 5.0 mS is below the band (6.0–8.0 mS); Flower 2 pore EC 5.8 mS is below the band (6.0–8.0 mS); Flower 2 RH 61.6% is high for ripening (target 45–55%); Flower 3 dryback 16.7 pp is below the early flower / stretch band (20–30 pp).

What We're Answering This WindowQué Respondemos

Baseline read against AROYA phase targetsLectura base

This audit grades each room's live steering signatures against the AROYA phase target bands (dryback in absolute pp, substrate EC stack, VPD and climate). Phases are signal-inferred this run; the per-room cards below state steering intent before the numbers and pair every observed value with the band for that phase.Esta auditoría compara cada sala con las bandas objetivo AROYA. Fases inferidas por señal.

Climate / HVAC ReadLectura Clima / HVAC

Per-room VPD window, lights-on vs lights-off air-temp swing (DIF), humidity vs the phase target, and CO₂ dose.Por sala: VPD, DIF, HR y CO₂.

RoomPhaseVPD onVPD offTemp onTemp offDIFRH onCO₂ onFlagVerdict
Flower 1Ripening1.731.1777.974.83.147.11259high-VPDreview
Flower 2Ripening1.211.0374.573.70.859.11359RH high vs bandRH/VPD off
Flower 3Early Flower / Stretch1.431.3381.480.01.360.91072high-VPDreview
Flower 4Bulking1.421.0779.277.02.258.61340high-VPDreview
Flower 5Ripening1.421.2076.575.51.054.81335in band
Flower 6Ripening1.721.4180.278.02.251.51558high-VPDreview
Flower 7Bulking1.571.5180.980.00.956.51335high-VPDreview
Flower 8Vegetative1.871.2581.675.85.860.01012high-VPDRH/VPD off
Flower 9Ripening1.251.2278.275.42.862.11139RH high vs bandRH/VPD off
Flower 10Early Flower / Stretch1.291.1980.378.71.763.71260high-VPDreview
Flower 11Early Flower / Stretch1.221.1880.180.5-0.465.21455high-VPDreview
Flower 12Ripening1.331.2277.276.30.958.51507RH high vs bandRH/VPD off
Flower 13Early Flower / Stretch1.371.5680.781.6-0.862.21312high-VPDreview
Flower 14Ripening1.271.3477.177.2-0.160.01380RH high vs bandRH/VPD off
Flower 16Early Flower / Stretch1.501.4181.178.72.459.41427high-VPDRH/VPD off
Flower 17Early Flower / Stretch2.221.3381.777.34.454.01126high-VPDRH/VPD off
Flower 18Bulking1.381.0679.978.61.460.41071in band
Mother 2Bulking1.151.0282.981.21.770.1842RH high vs bandRH/VPD off
Mother 1Bulking1.171.1682.181.50.668.91033RH high vs bandRH/VPD off
Veg 15Vegetative1.311.0682.180.51.765.0801high-VPDreview
Clone RoomFlowering (substrate unsensed)1.151.0180.879.21.668.01144RH high vs bandreview

Climate ↔ Watering InterplayInteracción Clima ↔ Riego

Does the VPD profile match the shot rhythm and the EC stack? Higher-VPD days pull water faster and need P2 maintenance; calmer days allow a deeper P3 dry-down.¿El VPD coincide con el ritmo de riego?

RoomPhasePeak VPDVWC envelopePore ECOvernight dryback (absolute pp)Dryback (pp absoluto)VPD on
Flower 1Ripening2.072.7–70.2%5.00 mS below band30.2 pp in band1.48
Flower 2Ripening1.4735.0–64.9%5.82 mS below band25.0 pp in band1.12
Flower 3Early Flower / Stretch1.8529.0–64.9%3.53 mS below band16.7 pp below1.38
Flower 4Bulking1.8429.2–67.7%4.65 mS stacking23.5 pp above1.24
Flower 5Ripening1.7431.9–65.8%5.19 mS below band29.4 pp in band1.35
Flower 6Ripening2.1829.8–63.7%4.53 mS below band25.1 pp in band1.58
Flower 7Bulking2.1131.9–64.7%5.21 mS stacking28.1 pp above1.54
Flower 8Vegetative10.564.1–65.2%4.93 mS stacking17.6 pp above1.43
Flower 9Ripening1.6634.8–69.9%5.93 mS below band30.1 pp in band1.23
Flower 10Early Flower / Stretch1.7632.4–63.8%3.48 mS below band25.8 pp in band1.28
Flower 11Early Flower / Stretch2.0012.6–61.2%4.26 mS below band6.7 pp below1.21
Flower 12Ripening1.7634.4–66.8%4.93 mS below band19.7 pp below1.28
Flower 13Early Flower / Stretch9.975.4–61.8%3.34 mS below band18.2 pp below1.52
Flower 14Ripening1.5633.0–62.1%5.53 mS below band24.2 pp below1.28
Flower 16Early Flower / Stretch8.045.5–62.3%4.93 mS below band15.5 pp below1.45
Flower 17Early Flower / Stretch11.113.4–67.7%3.64 mS below band17.5 pp below1.52
Flower 18Bulking2.2429.8–62.4%5.65 mS stacking25.7 pp above1.24
Mother 2Bulking1.8532.8–56.2%3.93 mS below band9.8 pp below1.06
Mother 1Bulking1.4639.4–61.3%3.45 mS below band12.6 pp in band1.16
Veg 15Vegetative1.6841.1–56.2%1.79 mS below band4.4 pp below1.25
Clone RoomFlowering (substrate unsensed)1.37no substrate probes — VWC / EC / dryback not measured1.11

Per-Room Deep DiveAnálisis Sala por Sala

One card per room. Steering intent stated before the numbers. Dryback in absolute percentage points (peak VWC − pre-irrigation low). Substrate EC read as the result of steering.Una tarjeta por sala. Dryback en pp absolutos.

Flower 1 · Ripening Room ID 17758 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 30.2 in band Peak VWC (daily mean) 69% P1 onset (local) 03:56 Shots/day 14.9 Pore EC mean / peak 5.00 / 7.85 mS below Substrate temp 71.6°F VPD mean / max 1.48 / 2.07 in band Air temp (on / off) 77.9 / 74.8°F RH mean / max 53.0 / 76.1% CO₂ mean 1194 ppm

Steering intent: Generatively-leaning (reads as Ripening from a ~13h photoperiod; harvest-group verified — F 1 4/30-6/29, 2184 plants, flipped 2026-04-30, AROYA phase "Week 8 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 30.2 pp absolute (in the target band), peak VWC ~68.6%, pore EC 5.00 mS below, substrate temp 71.6°F, first shot (P1 onset) ~03:56 local swinging ±2.5h day-to-day, ~15 shots/day (6 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Ripening from a ~13h photoperiod; harvest-group verified — F 1 4/30-6/29, 2184 plants, flipped 2026-04-30, AROYA phase "Week 8 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 30.2 pp absolute (in the target band), peak VWC ~68.6%, pore EC 5.00 mS below, substrate temp 71.6°F, first shot (P1 onset) ~03:56 local swinging ±2.5h day-to-day, ~15 shots/day (6 P2 pulses/day).

Flower 2 · Ripening Room ID 17759 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 25.0 in band Peak VWC (daily mean) 63% P1 onset (local) 03:26 Shots/day 15.3 Pore EC mean / peak 5.82 / 7.04 mS below Substrate temp 71.3°F VPD mean / max 1.12 / 1.47 below Air temp (on / off) 74.5 / 73.7°F RH mean / max 61.6 / 77.8% CO₂ mean 1178 ppm

Steering intent: Vegetatively-steered (reads as Ripening from a ~12h photoperiod; harvest-group verified — F 2 5/7-7/6, 1872 plants, flipped 2026-05-07, AROYA phase "Ripening/Generative 2"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.0 pp absolute (in the target band), peak VWC ~63.2%, pore EC 5.82 mS below, substrate temp 71.3°F, first shot (P1 onset) ~03:26 local swinging ±7.5h day-to-day, ~15 shots/day (1 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Ripening from a ~12h photoperiod; harvest-group verified — F 2 5/7-7/6, 1872 plants, flipped 2026-05-07, AROYA phase "Ripening/Generative 2"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.0 pp absolute (in the target band), peak VWC ~63.2%, pore EC 5.82 mS below, substrate temp 71.3°F, first shot (P1 onset) ~03:26 local swinging ±7.5h day-to-day, ~15 shots/day (1 P2 pulses/day).

Flower 3 · Early Flower / Stretch Room ID 17760 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 16.7 below Peak VWC (daily mean) 63% P1 onset (local) 01:35 Shots/day 12.4 Pore EC mean / peak 3.53 / 5.58 mS below Substrate temp 75.0°F VPD mean / max 1.38 / 1.85 above Air temp (on / off) 81.4 / 80.0°F RH mean / max 61.5 / 74.0% CO₂ mean 1174 ppm

Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~12h photoperiod; harvest-group verified — F 3 6/4-8/8, 1872 plants, flipped 2026-06-04, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 16.7 pp absolute (shallower than the phase band), peak VWC ~62.5%, pore EC 3.53 mS below, substrate temp 75.0°F, first shot (P1 onset) ~01:35 local swinging ±0.6h day-to-day, ~12 shots/day (1 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~12h photoperiod; harvest-group verified — F 3 6/4-8/8, 1872 plants, flipped 2026-06-04, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 16.7 pp absolute (shallower than the phase band), peak VWC ~62.5%, pore EC 3.53 mS below, substrate temp 75.0°F, first shot (P1 onset) ~01:35 local swinging ±0.6h day-to-day, ~12 shots/day (1 P2 pulses/day).

Flower 4 · Bulking Room ID 17761 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 23.5 above Peak VWC (daily mean) 62% P1 onset (local) 01:06 Shots/day 15.6 Pore EC mean / peak 4.65 / 6.76 mS in band Substrate temp 74.5°F VPD mean / max 1.24 / 1.84 in band Air temp (on / off) 79.2 / 77.0°F RH mean / max 62.6 / 77.0% CO₂ mean 1194 ppm

Steering intent: Generatively-leaning (reads as Bulking from a ~12h photoperiod; harvest-group verified — F 4 5/26-7/30, 1818 plants, flipped 2026-05-26, AROYA phase "Bulking/Vegetative 2"). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 23.5 pp absolute (deeper than the phase band), peak VWC ~62.3%, pore EC 4.65 mS in band, substrate temp 74.5°F, first shot (P1 onset) ~01:06 local swinging ±0.8h day-to-day, ~16 shots/day (1 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Bulking from a ~12h photoperiod; harvest-group verified — F 4 5/26-7/30, 1818 plants, flipped 2026-05-26, AROYA phase "Bulking/Vegetative 2"). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 23.5 pp absolute (deeper than the phase band), peak VWC ~62.3%, pore EC 4.65 mS in band, substrate temp 74.5°F, first shot (P1 onset) ~01:06 local swinging ±0.8h day-to-day, ~16 shots/day (1 P2 pulses/day).

Flower 5 · Ripening Room ID 17762 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 29.4 in band Peak VWC (daily mean) 65% P1 onset (local) 09:33 Shots/day 16.7 Pore EC mean / peak 5.19 / 6.74 mS below Substrate temp 71.3°F VPD mean / max 1.35 / 1.74 below Air temp (on / off) 76.5 / 75.5°F RH mean / max 56.4 / 67.6% CO₂ mean 1256 ppm

Steering intent: Vegetatively-steered (reads as Ripening from a ~17h photoperiod; harvest-group verified — F 5 5/5-7/4, 1795 plants, flipped 2026-05-05, AROYA phase "Ripening/Generative 2"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 29.4 pp absolute (in the target band), peak VWC ~65.3%, pore EC 5.19 mS below, substrate temp 71.3°F, first shot (P1 onset) ~09:33 local swinging ±0.8h day-to-day, ~17 shots/day (6 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Ripening from a ~17h photoperiod; harvest-group verified — F 5 5/5-7/4, 1795 plants, flipped 2026-05-05, AROYA phase "Ripening/Generative 2"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 29.4 pp absolute (in the target band), peak VWC ~65.3%, pore EC 5.19 mS below, substrate temp 71.3°F, first shot (P1 onset) ~09:33 local swinging ±0.8h day-to-day, ~17 shots/day (6 P2 pulses/day).

Flower 6 · Ripening Room ID 17763 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 25.1 in band Peak VWC (daily mean) 62% P1 onset (local) 02:23 Shots/day 18.5 Pore EC mean / peak 4.53 / 5.79 mS below Substrate temp 74.3°F VPD mean / max 1.58 / 2.18 in band Air temp (on / off) 80.2 / 78.0°F RH mean / max 54.0 / 67.9% CO₂ mean 1458 ppm

Steering intent: Vegetatively-steered (reads as Ripening from a ~13h photoperiod; harvest-group verified — F 6 5/20-7/24, 2112 plants, flipped 2026-05-20, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.1 pp absolute (in the target band), peak VWC ~61.6%, pore EC 4.53 mS below, substrate temp 74.3°F, first shot (P1 onset) ~02:23 local swinging ±5.2h day-to-day, ~18 shots/day (1 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Ripening from a ~13h photoperiod; harvest-group verified — F 6 5/20-7/24, 2112 plants, flipped 2026-05-20, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.1 pp absolute (in the target band), peak VWC ~61.6%, pore EC 4.53 mS below, substrate temp 74.3°F, first shot (P1 onset) ~02:23 local swinging ±5.2h day-to-day, ~18 shots/day (1 P2 pulses/day).

Flower 7 · Bulking Room ID 17764 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 28.1 above Peak VWC (daily mean) 63% P1 onset (local) 09:03 Shots/day 16.4 Pore EC mean / peak 5.21 / 7.13 mS in band Substrate temp 74.5°F VPD mean / max 1.54 / 2.11 above Air temp (on / off) 80.9 / 80.0°F RH mean / max 56.7 / 66.9% CO₂ mean 1349 ppm

Steering intent: Generatively-leaning (reads as Bulking from a ~15h photoperiod; harvest-group verified — F 7 5/28-8/1, 1680 plants, flipped 2026-05-28, AROYA phase "Bulking/Vegetative 2"). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 28.1 pp absolute (deeper than the phase band), peak VWC ~63.4%, pore EC 5.21 mS in band, substrate temp 74.5°F, first shot (P1 onset) ~09:03 local swinging ±1.1h day-to-day, ~16 shots/day (4 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Bulking from a ~15h photoperiod; harvest-group verified — F 7 5/28-8/1, 1680 plants, flipped 2026-05-28, AROYA phase "Bulking/Vegetative 2"). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 28.1 pp absolute (deeper than the phase band), peak VWC ~63.4%, pore EC 5.21 mS in band, substrate temp 74.5°F, first shot (P1 onset) ~09:03 local swinging ±1.1h day-to-day, ~16 shots/day (4 P2 pulses/day).

Flower 8 · Vegetative Room ID 17765 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 17.6 above Peak VWC (daily mean) 34% P1 onset (local) 09:54 Shots/day 7.0 Pore EC mean / peak 4.93 / 7.26 mS in band Substrate temp 72.3°F VPD mean / max 1.43 / 10.56 above Air temp (on / off) 81.6 / 75.8°F RH mean / max 59.9 / 91.9% CO₂ mean 1133 ppm

Steering intent: Generatively-leaning (reads as Vegetative from a ~7h photoperiod; harvest-group verified — F 8 6/25-8/29, 1560 plants, flipped 2026-06-25, AROYA phase "Transition/Vegetative 1"). AROYA vegetative targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD on 0.8–1.1 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.6 pp absolute (deeper than the phase band), peak VWC ~34.4%, pore EC 4.93 mS in band, substrate temp 72.3°F, first shot (P1 onset) ~09:54 local swinging ±1.7h day-to-day, ~7 shots/day (2 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Vegetative from a ~7h photoperiod; harvest-group verified — F 8 6/25-8/29, 1560 plants, flipped 2026-06-25, AROYA phase "Transition/Vegetative 1"). AROYA vegetative targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD on 0.8–1.1 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.6 pp absolute (deeper than the phase band), peak VWC ~34.4%, pore EC 4.93 mS in band, substrate temp 72.3°F, first shot (P1 onset) ~09:54 local swinging ±1.7h day-to-day, ~7 shots/day (2 P2 pulses/day).

Flower 9 · Ripening Room ID 17766 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 30.1 in band Peak VWC (daily mean) 68% P1 onset (local) 09:12 Shots/day 13.6 Pore EC mean / peak 5.93 / 8.61 mS below Substrate temp 72.0°F VPD mean / max 1.23 / 1.66 below Air temp (on / off) 78.2 / 75.4°F RH mean / max 61.0 / 92.3% CO₂ mean 1185 ppm

Steering intent: Generatively-leaning (reads as Ripening from a ~12h photoperiod; harvest-group verified — F 9 5/19-7/23, 1296 plants, flipped 2026-05-19, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 30.1 pp absolute (in the target band), peak VWC ~68.3%, pore EC 5.93 mS below, substrate temp 72.0°F, first shot (P1 onset) ~09:12 local swinging ±1.1h day-to-day, ~14 shots/day (3 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Ripening from a ~12h photoperiod; harvest-group verified — F 9 5/19-7/23, 1296 plants, flipped 2026-05-19, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 30.1 pp absolute (in the target band), peak VWC ~68.3%, pore EC 5.93 mS below, substrate temp 72.0°F, first shot (P1 onset) ~09:12 local swinging ±1.1h day-to-day, ~14 shots/day (3 P2 pulses/day).

Flower 10 · Early Flower / Stretch Room ID 17767 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 25.8 in band Peak VWC (daily mean) 63% P1 onset (local) 09:34 Shots/day 11.1 Pore EC mean / peak 3.48 / 5.27 mS below Substrate temp 75.8°F VPD mean / max 1.28 / 1.76 above Air temp (on / off) 80.3 / 78.7°F RH mean / max 63.7 / 72.2% CO₂ mean 1254 ppm

Steering intent: Generatively-leaning (reads as Early Flower / Stretch from a ~23h photoperiod; harvest-group verified — F 10 6/9-8/13, 1620 plants, flipped 2026-06-09, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.8 pp absolute (in the target band), peak VWC ~63.0%, pore EC 3.48 mS below, substrate temp 75.8°F, first shot (P1 onset) ~09:34 local swinging ±1.0h day-to-day, ~11 shots/day (2 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Early Flower / Stretch from a ~23h photoperiod; harvest-group verified — F 10 6/9-8/13, 1620 plants, flipped 2026-06-09, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.8 pp absolute (in the target band), peak VWC ~63.0%, pore EC 3.48 mS below, substrate temp 75.8°F, first shot (P1 onset) ~09:34 local swinging ±1.0h day-to-day, ~11 shots/day (2 P2 pulses/day).

Flower 11 · Early Flower / Stretch Room ID 17768 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 6.7 below Peak VWC (daily mean) 56% P1 onset (local) 04:10 Shots/day 13.6 Pore EC mean / peak 4.26 / 8.33 mS below Substrate temp 75.7°F VPD mean / max 1.21 / 2.00 above Air temp (on / off) 80.1 / 80.5°F RH mean / max 66.0 / 74.5% CO₂ mean 1488 ppm

Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~13h photoperiod; harvest-group verified — F 11 6/11-8/15, 1590 plants, flipped 2026-06-11, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 6.7 pp absolute (shallower than the phase band), peak VWC ~56.4%, pore EC 4.26 mS below, substrate temp 75.7°F, first shot (P1 onset) ~04:10 local swinging ±7.1h day-to-day, ~14 shots/day (1 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~13h photoperiod; harvest-group verified — F 11 6/11-8/15, 1590 plants, flipped 2026-06-11, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 6.7 pp absolute (shallower than the phase band), peak VWC ~56.4%, pore EC 4.26 mS below, substrate temp 75.7°F, first shot (P1 onset) ~04:10 local swinging ±7.1h day-to-day, ~14 shots/day (1 P2 pulses/day).

Flower 12 · Ripening Room ID 17769 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 19.7 below Peak VWC (daily mean) 66% P1 onset (local) 01:25 Shots/day 12.9 Pore EC mean / peak 4.93 / 6.31 mS below Substrate temp 72.9°F VPD mean / max 1.28 / 1.76 below Air temp (on / off) 77.2 / 76.3°F RH mean / max 59.6 / 71.7% CO₂ mean 1467 ppm

Steering intent: Vegetatively-steered (reads as Ripening from a ~13h photoperiod; harvest-group verified — F 12 5/12-7/11, 1296 plants, flipped 2026-05-12, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 19.7 pp absolute (shallower than the phase band), peak VWC ~65.9%, pore EC 4.93 mS below, substrate temp 72.9°F, first shot (P1 onset) ~01:25 local swinging ±1.3h day-to-day, ~13 shots/day (1 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Ripening from a ~13h photoperiod; harvest-group verified — F 12 5/12-7/11, 1296 plants, flipped 2026-05-12, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 19.7 pp absolute (shallower than the phase band), peak VWC ~65.9%, pore EC 4.93 mS below, substrate temp 72.9°F, first shot (P1 onset) ~01:25 local swinging ±1.3h day-to-day, ~13 shots/day (1 P2 pulses/day).

Flower 13 · Early Flower / Stretch Room ID 17770 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 18.2 below Peak VWC (daily mean) 54% P1 onset (local) 08:29 Shots/day 11.1 Pore EC mean / peak 3.34 / 5.52 mS below Substrate temp 75.7°F VPD mean / max 1.52 / 9.97 above Air temp (on / off) 80.7 / 81.6°F RH mean / max 61.4 / 84.3% CO₂ mean 1214 ppm

Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~5h photoperiod; harvest-group verified — F 13 6/16-8/20, 1788 plants, flipped 2026-06-16, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 18.2 pp absolute (shallower than the phase band), peak VWC ~54.4%, pore EC 3.34 mS below, substrate temp 75.7°F, first shot (P1 onset) ~08:29 local swinging ±1.4h day-to-day, ~11 shots/day (5 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~5h photoperiod; harvest-group verified — F 13 6/16-8/20, 1788 plants, flipped 2026-06-16, AROYA phase "Week 2 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 18.2 pp absolute (shallower than the phase band), peak VWC ~54.4%, pore EC 3.34 mS below, substrate temp 75.7°F, first shot (P1 onset) ~08:29 local swinging ±1.4h day-to-day, ~11 shots/day (5 P2 pulses/day).

Flower 14 · Ripening Room ID 17771 · FLOWER · 7 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 24.2 below Peak VWC (daily mean) 61% P1 onset (local) 09:30 Shots/day 13.5 Pore EC mean / peak 5.53 / 6.99 mS below Substrate temp 72.5°F VPD mean / max 1.28 / 1.56 below Air temp (on / off) 77.1 / 77.2°F RH mean / max 59.8 / 72.3% CO₂ mean 1413 ppm

Steering intent: Vegetatively-steered (reads as Ripening from a ~22h photoperiod; harvest-group verified — F 14 5/14-7/13, 1488 plants, flipped 2026-05-14, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 24.2 pp absolute (shallower than the phase band), peak VWC ~61.1%, pore EC 5.53 mS below, substrate temp 72.5°F, first shot (P1 onset) ~09:30 local swinging ±1.0h day-to-day, ~14 shots/day (3 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Ripening from a ~22h photoperiod; harvest-group verified — F 14 5/14-7/13, 1488 plants, flipped 2026-05-14, AROYA phase "Week 6 Generative"). AROYA ripening targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD on 1.4–1.6 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 24.2 pp absolute (shallower than the phase band), peak VWC ~61.1%, pore EC 5.53 mS below, substrate temp 72.5°F, first shot (P1 onset) ~09:30 local swinging ±1.0h day-to-day, ~14 shots/day (3 P2 pulses/day).

Flower 16 · Early Flower / Stretch Room ID 17772 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 15.5 below Peak VWC (daily mean) 52% P1 onset (local) 15:32 Shots/day 12.2 Pore EC mean / peak 4.93 / 13.14 mS below Substrate temp 75.1°F VPD mean / max 1.45 / 8.04 above Air temp (on / off) 81.1 / 78.7°F RH mean / max 59.1 / 88.6% CO₂ mean 1417 ppm

Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~10h photoperiod; harvest-group verified — F 16 6/18-8/22, 1818 plants, flipped 2026-06-18, AROYA phase "Week 1 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 15.5 pp absolute (shallower than the phase band), peak VWC ~51.6%, pore EC 4.93 mS below, substrate temp 75.1°F, first shot (P1 onset) ~15:32 local swinging ±7.8h day-to-day, ~12 shots/day (0 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~10h photoperiod; harvest-group verified — F 16 6/18-8/22, 1818 plants, flipped 2026-06-18, AROYA phase "Week 1 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 15.5 pp absolute (shallower than the phase band), peak VWC ~51.6%, pore EC 4.93 mS below, substrate temp 75.1°F, first shot (P1 onset) ~15:32 local swinging ±7.8h day-to-day, ~12 shots/day (0 P2 pulses/day).

Flower 17 · Early Flower / Stretch Room ID 17773 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 17.5 below Peak VWC (daily mean) 42% P1 onset (local) 04:13 Shots/day 10.1 Pore EC mean / peak 3.64 / 9.53 mS below Substrate temp 73.0°F VPD mean / max 1.52 / 11.11 above Air temp (on / off) 81.7 / 77.3°F RH mean / max 58.3 / 76.9% CO₂ mean 1168 ppm

Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~5h photoperiod; harvest-group verified — F 17 6/23-8/27, 1098 plants, flipped 2026-06-23, AROYA phase "Week 1 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.5 pp absolute (shallower than the phase band), peak VWC ~41.8%, pore EC 3.64 mS below, substrate temp 73.0°F, first shot (P1 onset) ~04:13 local swinging ±4.5h day-to-day, ~10 shots/day (1 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~5h photoperiod; harvest-group verified — F 17 6/23-8/27, 1098 plants, flipped 2026-06-23, AROYA phase "Week 1 Generative"). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.5 pp absolute (shallower than the phase band), peak VWC ~41.8%, pore EC 3.64 mS below, substrate temp 73.0°F, first shot (P1 onset) ~04:13 local swinging ±4.5h day-to-day, ~10 shots/day (1 P2 pulses/day).

Flower 18 · Bulking Room ID 17774 · FLOWER · 6 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 25.7 above Peak VWC (daily mean) 60% P1 onset (local) 09:16 Shots/day 15.9 Pore EC mean / peak 5.65 / 8.13 mS in band Substrate temp 75.4°F VPD mean / max 1.24 / 2.24 in band Air temp (on / off) 79.9 / 78.6°F RH mean / max 64.1 / 77.4% CO₂ mean 847 ppm

Steering intent: Generatively-leaning (reads as Bulking from a ~13h photoperiod; harvest-group verified — F 18 6/2-8/6, 1416 plants, flipped 2026-06-02, AROYA phase "Bulking/Vegetative 2"). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.7 pp absolute (deeper than the phase band), peak VWC ~60.0%, pore EC 5.65 mS in band, substrate temp 75.4°F, first shot (P1 onset) ~09:16 local swinging ±0.9h day-to-day, ~16 shots/day (4 P2 pulses/day).
Steering intent: Generatively-leaning (reads as Bulking from a ~13h photoperiod; harvest-group verified — F 18 6/2-8/6, 1416 plants, flipped 2026-06-02, AROYA phase "Bulking/Vegetative 2"). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 25.7 pp absolute (deeper than the phase band), peak VWC ~60.0%, pore EC 5.65 mS in band, substrate temp 75.4°F, first shot (P1 onset) ~09:16 local swinging ±0.9h day-to-day, ~16 shots/day (4 P2 pulses/day).

Mother 2 · Bulking Room ID 17796 · VEG · 43 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 9.8 below Peak VWC (daily mean) 51% P1 onset (local) 02:33 Shots/day 10.7 Pore EC mean / peak 3.93 / 5.70 mS below Substrate temp 78.6°F VPD mean / max 1.06 / 1.85 below Air temp (on / off) 82.9 / 81.2°F RH mean / max 71.4 / 81.2% CO₂ mean 759 ppm

Steering intent: Vegetatively-steered (reads as Bulking from a ~7h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 9.8 pp absolute (shallower than the phase band), peak VWC ~50.8%, pore EC 3.93 mS below, substrate temp 78.6°F, first shot (P1 onset) ~02:33 local swinging ±3.0h day-to-day, ~11 shots/day (4 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Bulking from a ~7h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 9.8 pp absolute (shallower than the phase band), peak VWC ~50.8%, pore EC 3.93 mS below, substrate temp 78.6°F, first shot (P1 onset) ~02:33 local swinging ±3.0h day-to-day, ~11 shots/day (4 P2 pulses/day).

Mother 1 · Bulking Room ID 17839 · VEG · 9 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 12.6 in band Peak VWC (daily mean) 59% P1 onset (local) 02:24 Shots/day 13.0 Pore EC mean / peak 3.45 / 4.06 mS below Substrate temp 76.8°F VPD mean / max 1.16 / 1.46 below Air temp (on / off) 82.1 / 81.5°F RH mean / max 68.7 / 79.2% CO₂ mean 1051 ppm

Steering intent: Vegetatively-steered (reads as Bulking from a ~14h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 12.6 pp absolute (in the target band), peak VWC ~59.1%, pore EC 3.45 mS below, substrate temp 76.8°F, first shot (P1 onset) ~02:24 local swinging ±3.1h day-to-day, ~13 shots/day (4 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Bulking from a ~14h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 12.6 pp absolute (in the target band), peak VWC ~59.1%, pore EC 3.45 mS below, substrate temp 76.8°F, first shot (P1 onset) ~02:24 local swinging ±3.1h day-to-day, ~13 shots/day (4 P2 pulses/day).

Veg 15 · Vegetative Room ID 17840 · VEG · 10 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) 4.4 below Peak VWC (daily mean) 50% P1 onset (local) 06:33 Shots/day 1.7 Pore EC mean / peak 1.79 / 1.89 mS below Substrate temp 77.3°F VPD mean / max 1.25 / 1.68 above Air temp (on / off) 82.1 / 80.5°F RH mean / max 66.3 / 84.6% CO₂ mean 823 ppm

Steering intent: Vegetatively-steered (reads as Vegetative from a ~18h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA vegetative targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD on 0.8–1.1 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 4.4 pp absolute (shallower than the phase band), peak VWC ~49.8%, pore EC 1.79 mS below, substrate temp 77.3°F, first shot (P1 onset) ~06:33 local swinging ±0.0h day-to-day, ~2 shots/day (0 P2 pulses/day).
Steering intent: Vegetatively-steered (reads as Vegetative from a ~18h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA vegetative targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD on 0.8–1.1 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 4.4 pp absolute (shallower than the phase band), peak VWC ~49.8%, pore EC 1.79 mS below, substrate temp 77.3°F, first shot (P1 onset) ~06:33 local swinging ±0.0h day-to-day, ~2 shots/day (0 P2 pulses/day).

Clone Room · Flowering (substrate unsensed) Room ID 18716 · VEG · 1 zone · SOILLESS · no substrate probes

Coverage 100% · 2026-06-12 → 2026-06-26
Overnight dryback (absolute pp) n/a (no substrate probe) n/a Peak VWC (daily mean) n/a% P1 onset (local) n/a Shots/day n/a Pore EC mean / peak n/a / n/a mS n/a Substrate temp n/a°F VPD mean / max 1.11 / 1.37 in band Air temp (on / off) 80.8 / 79.2°F RH mean / max 68.6 / 72.3% CO₂ mean 1161 ppm

Steering intent: can't be read from AROYA — this room has no substrate (TEROS) probes, only climate sensors. The photoperiod reads as Flowering (substrate unsensed), but VWC, dryback, pore EC and shot cadence are invisible here, so the watering program cannot be graded. Climate: air 80.4°F (on 80.8 / off 79.2), VPD 1.11 kPa, RH 68.6% (peaks 72.3%), CO₂ 1161 ppm. Putting a substrate probe in this room is the highest-leverage fix to make its watering visible.Steering intent: can't be read from AROYA — this room has no substrate (TEROS) probes, only climate sensors. The photoperiod reads as Flowering (substrate unsensed), but VWC, dryback, pore EC and shot cadence are invisible here, so the watering program cannot be graded. Climate: air 80.4°F (on 80.8 / off 79.2), VPD 1.11 kPa, RH 68.6% (peaks 72.3%), CO₂ 1161 ppm. Putting a substrate probe in this room is the highest-leverage fix to make its watering visible.

Room Trace — 6-Chart BiophysicsBiofísica — 6 Gráficos

Per room: VWC, pore EC, substrate temp, VPD, air-temp / RH, CO₂ over 14 days with phase bands shaded.Por sala: VWC, CE, temp, VPD, aire/HR, CO₂.

Flower 1 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 2 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 3 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.
VWC (%) dryback 20–30 pp · Early Flower / Stretch
Pore EC (mS/cm) band 6.0–12.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.2 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 4 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.
VWC (%) dryback 12–18 pp · Bulking
Pore EC (mS/cm) band 4.0–7.0 mS
Substrate temp (°F)
VPD (kPa) on 1.2–1.4 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 5 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 6 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 7 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.
VWC (%) dryback 12–18 pp · Bulking
Pore EC (mS/cm) band 4.0–7.0 mS
Substrate temp (°F)
VPD (kPa) on 1.2–1.4 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 8 Vegetative

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Vegetative target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Vegetative target bands shaded.
VWC (%) dryback 5–15 pp · Vegetative
Pore EC (mS/cm) band 3.0–5.0 mS
Substrate temp (°F)
VPD (kPa) on 0.8–1.1 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 9 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 10 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.
VWC (%) dryback 20–30 pp · Early Flower / Stretch
Pore EC (mS/cm) band 6.0–12.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.2 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 11 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.
VWC (%) dryback 20–30 pp · Early Flower / Stretch
Pore EC (mS/cm) band 6.0–12.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.2 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 12 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 13 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.
VWC (%) dryback 20–30 pp · Early Flower / Stretch
Pore EC (mS/cm) band 6.0–12.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.2 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 14 Ripening

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Ripening target bands shaded.
VWC (%) dryback 25–35 pp · Ripening
Pore EC (mS/cm) band 6.0–8.0 mS
Substrate temp (°F)
VPD (kPa) on 1.4–1.6 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 16 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.
VWC (%) dryback 20–30 pp · Early Flower / Stretch
Pore EC (mS/cm) band 6.0–12.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.2 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 17 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.
VWC (%) dryback 20–30 pp · Early Flower / Stretch
Pore EC (mS/cm) band 6.0–12.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.2 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 18 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.
VWC (%) dryback 12–18 pp · Bulking
Pore EC (mS/cm) band 4.0–7.0 mS
Substrate temp (°F)
VPD (kPa) on 1.2–1.4 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Mother 2 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.
VWC (%) dryback 12–18 pp · Bulking
Pore EC (mS/cm) band 4.0–7.0 mS
Substrate temp (°F)
VPD (kPa) on 1.2–1.4 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Mother 1 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.
VWC (%) dryback 12–18 pp · Bulking
Pore EC (mS/cm) band 4.0–7.0 mS
Substrate temp (°F)
VPD (kPa) on 1.2–1.4 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Veg 15 Vegetative

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Vegetative target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Vegetative target bands shaded.
VWC (%) dryback 5–15 pp · Vegetative
Pore EC (mS/cm) band 3.0–5.0 mS
Substrate temp (°F)
VPD (kPa) on 0.8–1.1 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Clone Room Flowering (substrate unsensed)

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). This room has no substrate probes — VWC / pore EC / substrate-temp charts are empty by design; only climate carries data. Flowering (substrate unsensed) target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). This room has no substrate probes — VWC / pore EC / substrate-temp charts are empty by design; only climate carries data. Flowering (substrate unsensed) target bands shaded.
VWC (%) dryback 12–30 pp · Flowering (substrate unsensed)
Pore EC (mS/cm) band 4.0–9.0 mS
Substrate temp (°F)
VPD (kPa) on 1.0–1.4 kPa
Air temp (°F) / RH (%)
CO₂ (ppm)

Watering Pattern — P0 / P1 / P2 / P3Patrón de Riego — P0/P1/P2/P3

The 4-phase day: P0 activation, P1 ramp to field capacity, P2 maintenance pulses, P3 overnight dry-down (the main steering lever). Observed P1 onset, shots/day, P2 pulses, peak VWC and overnight dryback — derived from VWC step-up signatures (≥0.8 pp between ~9-min samples; no flow telemetry).Día de 4 fases. Valores derivados de subidas VWC.

RoomPhaseP1 onsetShots/dayP2/dayPeak VWCShot targetOvernight dryback (absolute pp)Dryback (pp absoluto)SteeringAgrees?
Flower 1Ripening03:56 ± 2.5h14.95.969%6–10%30.2 pp ± 10.7Generative-leaningagrees
Flower 2Ripening03:26 ± 7.5h15.30.663%6–10%25.0 pp ± 7.4Vegetativeagrees
Flower 3Early Flower / Stretch01:35 ± 0.6h12.40.663%6–10%16.7 pp ± 11.7Vegetativeunder-dry
Flower 4Bulking01:06 ± 0.8h15.61.062%3–5%23.5 pp ± 11.7Generative-leaningover-dry
Flower 5Ripening09:33 ± 0.8h16.75.865%6–10%29.4 pp ± 2.7Vegetativeagrees
Flower 6Ripening02:23 ± 5.2h18.51.262%6–10%25.1 pp ± 10.6Vegetativeagrees
Flower 7Bulking09:03 ± 1.1h16.44.063%3–5%28.1 pp ± 3.8Generative-leaningover-dry
Flower 8Vegetative09:54 ± 1.7h7.02.334%3–5%17.6 pp ± 19.3Generative-leaningover-dry
Flower 9Ripening09:12 ± 1.1h13.62.668%6–10%30.1 pp ± 5.1Generative-leaningagrees
Flower 10Early Flower / Stretch09:34 ± 1.0h11.11.863%6–10%25.8 pp ± 4.7Generative-leaningagrees
Flower 11Early Flower / Stretch04:10 ± 7.1h13.60.656%6–10%6.7 pp ± 8.0Vegetativeunder-dry
Flower 12Ripening01:25 ± 1.3h12.90.766%6–10%19.7 pp ± 12.8Vegetativeunder-dry
Flower 13Early Flower / Stretch08:29 ± 1.4h11.14.854%6–10%18.2 pp ± 5.7Vegetativeunder-dry
Flower 14Ripening09:30 ± 1.0h13.52.761%6–10%24.2 pp ± 3.8Vegetativeunder-dry
Flower 16Early Flower / Stretch15:32 ± 7.8h12.20.552%6–10%15.5 pp ± 10.4Vegetativeunder-dry
Flower 17Early Flower / Stretch04:13 ± 4.5h10.11.342%6–10%17.5 pp ± 18.5Vegetativeunder-dry
Flower 18Bulking09:16 ± 0.9h15.94.060%3–5%25.7 pp ± 3.3Generative-leaningover-dry
Mother 2Bulking02:33 ± 3.0h10.74.451%3–5%9.8 pp ± 2.0Vegetativeunder-dry
Mother 1Bulking02:24 ± 3.1h13.04.359%3–5%12.6 pp ± 3.4Vegetativeagrees
Veg 15Vegetative06:33 ± 0.0h1.70.050%3–5%4.4 pp ± 1.8Vegetativeunder-dry
Clone RoomFlowering (substrate unsensed)no substrate probes — shots / dryback invisible to AROYA

Phase Target RangesRangos Objetivo

Per-room phase (signal-inferred) with the AROYA target band: P1 shot size, dryback (absolute pp), pore EC, VPD, air-temp and RH.Fase por sala con banda objetivo AROYA.

RoomPhaseLightsP1 shotDryback (abs pp)Pore ECVPD on/offTemp onRH on
Flower 1
SOILLESS · 6 zone · room ID 17758
Ripening (signal-inferred)~13h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 2
SOILLESS · 6 zone · room ID 17759
Ripening (signal-inferred)~12h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 3
SOILLESS · 6 zone · room ID 17760
Early Flower / Stretch (signal-inferred)~12h photoperiod6–10% (P1 ramp)20–30 pp absolute6.0–12.0 mS1.0–1.2 / 0.8–1.0 kPa77–84°F60–75%
Flower 4
SOILLESS · 6 zone · room ID 17761
Bulking (signal-inferred)~12h photoperiod3–5% (P1 ramp)12–18 pp absolute4.0–7.0 mS1.2–1.4 / 0.9–1.1 kPa74–80°F55–65%
Flower 5
SOILLESS · 6 zone · room ID 17762
Ripening (signal-inferred)~17h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 6
SOILLESS · 6 zone · room ID 17763
Ripening (signal-inferred)~13h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 7
SOILLESS · 6 zone · room ID 17764
Bulking (signal-inferred)~15h photoperiod3–5% (P1 ramp)12–18 pp absolute4.0–7.0 mS1.2–1.4 / 0.9–1.1 kPa74–80°F55–65%
Flower 8
SOILLESS · 6 zone · room ID 17765
Vegetative (signal-inferred)~7h photoperiod3–5% (P1 ramp)5–15 pp absolute3.0–5.0 mS0.8–1.1 / 0.6–0.9 kPa76–82°F60–75%
Flower 9
SOILLESS · 6 zone · room ID 17766
Ripening (signal-inferred)~12h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 10
SOILLESS · 6 zone · room ID 17767
Early Flower / Stretch (signal-inferred)~23h photoperiod6–10% (P1 ramp)20–30 pp absolute6.0–12.0 mS1.0–1.2 / 0.8–1.0 kPa77–84°F60–75%
Flower 11
SOILLESS · 6 zone · room ID 17768
Early Flower / Stretch (signal-inferred)~13h photoperiod6–10% (P1 ramp)20–30 pp absolute6.0–12.0 mS1.0–1.2 / 0.8–1.0 kPa77–84°F60–75%
Flower 12
SOILLESS · 6 zone · room ID 17769
Ripening (signal-inferred)~13h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 13
SOILLESS · 6 zone · room ID 17770
Early Flower / Stretch (signal-inferred)~5h photoperiod6–10% (P1 ramp)20–30 pp absolute6.0–12.0 mS1.0–1.2 / 0.8–1.0 kPa77–84°F60–75%
Flower 14
SOILLESS · 7 zone · room ID 17771
Ripening (signal-inferred)~22h photoperiod6–10% (P1 ramp)25–35 pp absolute6.0–8.0 mS1.4–1.6 / 1.0–1.2 kPa72–78°F45–55%
Flower 16
SOILLESS · 6 zone · room ID 17772
Early Flower / Stretch (signal-inferred)~10h photoperiod6–10% (P1 ramp)20–30 pp absolute6.0–12.0 mS1.0–1.2 / 0.8–1.0 kPa77–84°F60–75%
Flower 17
SOILLESS · 6 zone · room ID 17773
Early Flower / Stretch (signal-inferred)~5h photoperiod6–10% (P1 ramp)20–30 pp absolute6.0–12.0 mS1.0–1.2 / 0.8–1.0 kPa77–84°F60–75%
Flower 18
SOILLESS · 6 zone · room ID 17774
Bulking (signal-inferred)~13h photoperiod3–5% (P1 ramp)12–18 pp absolute4.0–7.0 mS1.2–1.4 / 0.9–1.1 kPa74–80°F55–65%
Mother 2
SOILLESS · 43 zone · room ID 17796
Bulking (signal-inferred)~7h photoperiod3–5% (P1 ramp)12–18 pp absolute4.0–7.0 mS1.2–1.4 / 0.9–1.1 kPa74–80°F55–65%
Mother 1
SOILLESS · 9 zone · room ID 17839
Bulking (signal-inferred)~14h photoperiod3–5% (P1 ramp)12–18 pp absolute4.0–7.0 mS1.2–1.4 / 0.9–1.1 kPa74–80°F55–65%
Veg 15
SOILLESS · 10 zone · room ID 17840
Vegetative (signal-inferred)~18h photoperiod3–5% (P1 ramp)5–15 pp absolute3.0–5.0 mS0.8–1.1 / 0.6–0.9 kPa76–82°F60–75%
Clone Room
SOILLESS · 1 zone · room ID 18716
Flowering (substrate unsensed) (signal-inferred)~18h photoperiod4–8% (P1 ramp)12–30 pp absolute4.0–9.0 mS1.0–1.4 / 0.8–1.1 kPa74–82°F45–60%

RecommendationsRecomendaciones

Prioritized from the data. Owner = facility lead; Grower = room operator; Process = AROYA / Addium follow-up.Priorizadas. Owner / Grower / Process.

OwnerFlower 1 — correct substrate EC
Flower 1 pore EC 5.0 mS is below the band (6.0–8.0 mS). Nudge feed EC / runoff to move the stack into band.
Substrate EC is the steering output — out-of-band EC drifts the crop off its intended phase trajectory.
OwnerFlower 2 — correct substrate EC
Flower 2 pore EC 5.8 mS is below the band (6.0–8.0 mS). Nudge feed EC / runoff to move the stack into band.
Substrate EC is the steering output — out-of-band EC drifts the crop off its intended phase trajectory.
GrowerFlower 2 — pull humidity down
Flower 2 RH 61.6% is high for ripening (target 45–55%). Lean on dehumidification / airflow, especially overnight.
High flower-phase RH is the classic bud-rot / powdery-mildew setup and flattens the VPD that drives dryback.
GrowerFlower 3 — bring dryback into the phase band
Flower 3 dryback 16.7 pp is below the early flower / stretch band (20–30 pp). Adjust P3 dry-down depth / shot cadence toward the band.
Dryback is the primary steering lever; matching it to the phase keeps generative/vegetative intent on track.
OwnerFlower 3 — correct substrate EC
Flower 3 pore EC 3.5 mS is below the band (6.0–12.0 mS). Nudge feed EC / runoff to move the stack into band.
Substrate EC is the steering output — out-of-band EC drifts the crop off its intended phase trajectory.
GrowerFlower 4 — bring dryback into the phase band
Flower 4 dryback 23.5 pp is above the bulking band (12–18 pp). Adjust P3 dry-down depth / shot cadence toward the band.
Dryback is the primary steering lever; matching it to the phase keeps generative/vegetative intent on track.
OwnerFlower 5 — correct substrate EC
Flower 5 pore EC 5.2 mS is below the band (6.0–8.0 mS). Nudge feed EC / runoff to move the stack into band.
Substrate EC is the steering output — out-of-band EC drifts the crop off its intended phase trajectory.
OwnerFlower 6 — correct substrate EC
Flower 6 pore EC 4.5 mS is below the band (6.0–8.0 mS). Nudge feed EC / runoff to move the stack into band.
Substrate EC is the steering output — out-of-band EC drifts the crop off its intended phase trajectory.

Data Quality & LimitationsCalidad de Datos

Coverage = % of expected hourly samples over the 14-day window.Cobertura = % de muestras horarias.

Audit-level limitationsLimitaciones
  • Phases are SIGNAL-INFERRED, not roster-verified — the AROYA harvest-group roster (SPA) was unavailable this run, so phase labels are read from steering signatures. Re-verify against a live roster pull.
  • Shots and P1/P2 cadence are DERIVED from VWC step-up signatures (≥0.8 pp between consecutive ~9-min samples); no flow/valve telemetry. Reliable for rhythm, not absolute shot volume.
  • No runoff series — runoff % and runoff EC can't be graded.
  • Overnight dryback is absolute pp (daily peak VWC − following pre-irrigation low, zone-mean), never relative to field capacity.
  • Lights-on/off inferred from each room's diurnal air-temp ramp.
RoomVWC covEC covClimate covWindowNotes
Flower 1100%100%100%14dFull substrate + climate suite.
Flower 2100%100%100%14dFull substrate + climate suite.
Flower 3100%100%100%14dFull substrate + climate suite.
Flower 4100%100%100%14dFull substrate + climate suite.
Flower 5100%100%100%14dFull substrate + climate suite.
Flower 6100%100%100%14dFull substrate + climate suite.
Flower 7100%100%100%14dFull substrate + climate suite.
Flower 8100%100%100%14dFull substrate + climate suite.
Flower 9100%100%100%14dFull substrate + climate suite.
Flower 10100%100%100%14dFull substrate + climate suite.
Flower 11100%100%100%14dFull substrate + climate suite.
Flower 12100%100%100%14dFull substrate + climate suite.
Flower 13100%100%100%14dFull substrate + climate suite.
Flower 14100%100%100%14dFull substrate + climate suite.
Flower 16100%100%100%14dFull substrate + climate suite.
Flower 17100%100%100%14dFull substrate + climate suite.
Flower 18100%100%100%14dFull substrate + climate suite.
Mother 2100%100%100%14dFull substrate + climate suite.
Mother 1100%100%100%14dFull substrate + climate suite.
Veg 15100%100%100%14dFull substrate + climate suite.
Clone Room100%14dClimate sensors only — no substrate (TEROS) probes; VWC / pore EC / substrate temp not measured.