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AROYA · 2-Week Facility Audit · Cultivation IntelligenceAROYA · Auditoría 2 Semanas · Inteligencia de Cultivo

Granite Leaf Cannabis · Irrigation, Climate & SteeringGranite Leaf Cannabis · Riego, Clima y Manejo

14-day deep dive across 7 active flower rooms · 1-gal coco substrate · phase-aware crop-steering review · first audit (cold-start)Análisis de 14 días en 7 salas activas · sustrato coco 1-gal · revisión de manejo por fase · primera auditoría
FacilityInstalaciónGranite Leaf Cannabis (ID 4055) WindowVentana2026-05-13 → 2026-05-27 (14 days) RoomsSalasFlower 1, Flower 2, POD 1, POD 2, POD 3, POD 5, POD 6 Harvest groupsGrupos cosecha5 active SubstrateSustratoCoco 1-gal (FC 45–65%) LightingIluminación12/12 photoperiod · lights-on 06:15 · all rooms (Flower 2 uses legacy 06:00 entry) SourceFuenteAROYA SPA + public_api · facility 4055 Report dateFecha informe2026-05-27

Headline FindingsHallazgos Principales

Rooms in dryback bandSalas en banda dryback
7 / 7
phase-target overnight dryback (absolute pp)objetivo dryback nocturno (pp absoluto)
EC stack — strong vs weakPila CE — fuerte vs débil
3 / 7
substrate EC peak − trough > +1.0 mSCE sustrato pico − valle > +1.0 mS
Rooms in VPD bandSalas en banda VPD
4 / 7
phase-specific VPD target compliancecumplimiento VPD por fase
Shot-rhythm verdictVeredicto ritmo de shots
configured (no flow telemetry)
P1 ramp + P2 maintenance shapeforma rampa P1 + mantenimiento P2
Data coverageCobertura de datos
100%
substrate + climate, all 7 rooms, 14 dayssustrato + clima, 7 salas, 14 días
Active harvest groupsGrupos cosecha activos
5
across 7 flower roomsen 7 salas de flor
The Lead — what the 14 days tell usLa Lectura — lo que dicen los 14 días

7-room flower deck audit · facility 4055 · 2026-05-13 → 2026-05-27 (REAL 14-day trace). All 7 active rooms (Flower 1, Flower 2, POD 1 / 2 / 3 / 5 / 6) sit in Early Flower / Stretch (generatively-steered), flipped 2026-04-30, Bulking transition queued for 2026-05-28 (T-1d from this audit). 14d read: 7/7 rooms show a dryback envelope (absolute pp, peak-VWC → pre-irrigation low) inside the 20–30 pp stretch target. 3/7 rooms have built a strong substrate-EC stack (mean ≥ 6 mS); POD 6 leads at 8.32 mS mean with a 14d peak of 9.86 mS. 4/7 rooms hold VPD lights-on in the 1.0–1.2 band. Top three things to look at: (1) POD 6 over-stacked — pore EC mean 8.32 mS (peak 9.86 mS) on a Bulking-tomorrow timeline; bulking band is 3–8 mS, leach or feed-EC pull required TODAY. (2) POD 5 lights-on VPD off-band — mean 1.47 kPa (max 1.81) with RH at 48.9%; in coco that's the Cal/Mg lockout setup if P3 dryback is pushed harder. (3) Flower 2 climate — mean air temp 80.3°F (max 84.6, swing 8.6°F), RH 71.6%, CO₂ swinging 0–2000 ppm — hot+humid envelope and a sensor or injector artefact on CO₂. Data window: 2026-05-13 → 2026-05-27, n≈480 readings per metric per room (hour-binned), all 7 rooms 100% coverage.Auditoría 7 salas · instalación 4055 · 2026-05-13 → 2026-05-27 (traza REAL 14 días). Las 7 salas activas (Flower 1, Flower 2, POD 1 / 2 / 3 / 5 / 6) están en Floración Temprana / Stretch (manejo generativo), flip 2026-04-30, transición a Bulking 2026-05-28 (T-1d). Lectura 14d: 7/7 salas con envolvente dryback (pp absoluto, pico VWC → mínimo pre-riego) dentro del objetivo Stretch 20–30 pp. 3/7 salas con pila CE sustrato fuerte (media ≥ 6 mS); POD 6 lidera con 8.32 mS media y pico 14d de 9.86 mS. 4/7 salas mantienen VPD luces-encendidas en banda 1.0–1.2. Tres prioridades: (1) POD 6 sobre-apilado — CE poro media 8.32 mS (pico 9.86) en víspera de Bulking; banda Bulking 3–8 mS, requiere leaching o reducción CE de alimento HOY. (2) POD 5 VPD luces-on fuera de banda — media 1.47 kPa (máx 1.81), HR 48.9%; en coco riesgo de bloqueo Cal/Mg si P3 se profundiza. (3) Flower 2 clima — temp aire media 80.3°F (máx 84.6, swing 8.6°F), HR 71.6%, CO₂ oscilando 0–2000 ppm. Ventana datos: 2026-05-13 → 2026-05-27, n≈480 lecturas/métrica/sala, cobertura 100%.

Prior-Commitment TrackerAuditoría de Compromisos Previos

First audit — cold startPrimera auditoría — inicio en frío

No prior commitments on file. This is Granite Leaf Cannabis's first AROYA facility audit. The findings, recommendations, and ownership assignments in §9 establish the baseline. The next 2-week audit will re-open each rec as a commitment and grade landing vs slipping.No hay compromisos previos en archivo. Esta es la primera auditoría de instalación AROYA de Granite Leaf Cannabis. Los hallazgos, recomendaciones y asignaciones de responsabilidad en la §9 establecen la línea base. La próxima auditoría de 2 semanas reabrirá cada recomendación como compromiso y calificará si aterrizó o se desvió.

HVAC CapacityCapacidad HVAC

Per-room read on whether the HVAC is holding the room inside its phase VPD window, what the lights-on/off temp swing looks like, RH compliance vs target, and CO2 dose. Hot rooms with negative DIF (night warmer than day) or RH excursions get flagged here before they show up as a steering problem in §5.Lectura por sala: HVAC manteniendo la ventana VPD de fase, swing de temperatura luces-on/off, cumplimiento HR vs objetivo y dosis CO2. Salas calientes con DIF negativo (noche más caliente que día) o excursiones HR se señalan aquí antes de mostrarse como problema de manejo en §5.

RoomSala PhaseFase VPD on (kPa)VPD on VPD offVPD off Temp on (°F)Temp on (°F) Temp off (°F)Temp off (°F) DIF (°F) RH on (%) CO2 on (ppm) VPD-stress h/dHoras VPD-stress/d VerdictVeredicto
POD 1Early Flower75.272.976.864.03.91.061.18—review
POD 2Early Flower75.773.877.861.64.01.161.41high-VPD episodesreview
POD 3Early Flower74.972.077.764.35.71.051.35—review
POD 5Early Flower74.071.176.948.95.81.471.81high-VPD episodeshot/dry
POD 6Early Flower76.874.779.454.54.71.431.88high-VPD episodeshot/dry
Flower 1Early Flower72.370.475.751.15.31.321.49high-VPD episodesreview
Flower 2Early Flower80.376.084.671.68.61.001.45high-VPD episodeshot/dry

Climate ↔ Irrigation InterplayInteracción Clima ↔ Riego

Does the day's VPD profile match the day's shot rhythm? A high-VPD afternoon needs P2 to defend FC. A low-VPD afternoon means cutting P2 to drive a deeper P3 dryback. This section reads the correlation per room and flags climate-driven steering misalignment.¿El perfil VPD del día coincide con el ritmo de shots del día? Una tarde VPD alta requiere P2 para defender FC. Una tarde VPD baja significa cortar P2 para impulsar dryback P3 más profundo. Esta sección lee la correlación por sala y señala desalineación de manejo por clima.

RoomSala PhaseFase Peak VPD (kPa)VPD pico Peak-VPD hourHora pico VPD Last-shot hourHora último shot P2 shots / dayShots P2/d AlignmentAlineación
POD 1Early Flower55.041.0–67.85.56 mS low stack26.8 pp in band (stretch)1.06
POD 2Early Flower55.941.9–67.75.08 mS low stack25.8 pp in band (stretch)1.16
POD 3Early Flower55.643.3–67.65.73 mS low stack24.3 pp in band (stretch)1.05
POD 5Early Flower47.434.3–62.16.15 mS stacking27.8 pp in band (stretch)1.47
POD 6Early Flower56.543.6–71.18.32 mS stacking27.5 pp in band (stretch)1.43
Flower 1Early Flower46.133.6–62.87.50 mS stacking29.2 pp in band (stretch)1.32
Flower 2Early Flower35.424.9–54.34.24 mS low stack29.4 pp in band (stretch)1.00

Facility VPD vs shot density — 14 daysVPD facility vs densidad de shots — 14 días

Olive line = facility-mean VPD (kPa). Lime bars = shot count per hour across all 7 rooms.Línea olivo = VPD media facility. Barras lima = shots/hora suma 7 salas.

Per-Room Deep DiveAnálisis Sala por Sala

One card per active flower room. Steering intent (vegetative vs generative) is declared before the numbers. Dryback is reported in absolute percentage points (peak_VWC − pre-irrigation low), per AROYA convention. Substrate EC trajectory is read as the steering output, not as a feed setting.Una tarjeta por sala activa de flor. La intención de manejo (vegetativa vs generativa) se declara antes de los números. Dryback en puntos porcentuales absolutos (peak_VWC − mínimo pre-riego), convención AROYA. Trayectoria CE sustrato leída como salida de manejo, no como ajuste de alimentación.

POD 1 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 2 zones
Dryback envelope (14d, absolute pp) 26.8 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 5.56 / 6.91 mS low stack EC stack Δ (14d) +0.11 mS VPD mean / max 1.06 / 1.18 in band Air temp mean (swing) 75.2°F (3.9°F) RH mean 64.0% CO₂ mean 1170 ppm
Zone 70681 VWC env 39.7–67.9% · dryback env 28.2 pp · pore EC mean 5.32 mS (peak 6.77 mS)
Zone 75354 VWC env 42.4–67.7% · dryback env 25.3 pp · pore EC mean 5.79 mS (peak 7.04 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 5.56 mS — under-built for stretch · VPD in band. Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 5.56 mS — under-built for stretch · VPD in band.

POD 2 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 2 zones
Dryback envelope (14d, absolute pp) 25.8 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 5.08 / 6.18 mS low stack EC stack Δ (14d) -0.11 mS VPD mean / max 1.16 / 1.41 in band Air temp mean (swing) 75.7°F (4.0°F) RH mean 61.6% CO₂ mean 1150 ppm
Zone 70600 VWC env 37.5–65.9% · dryback env 28.4 pp · pore EC mean 4.52 mS (peak 5.84 mS)
Zone 75353 VWC env 46.2–69.5% · dryback env 23.3 pp · pore EC mean 5.65 mS (peak 6.53 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 5.08 mS — under-built for stretch · VPD in band. Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 5.08 mS — under-built for stretch · VPD in band.

POD 3 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 2 zones
Dryback envelope (14d, absolute pp) 24.3 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 5.73 / 6.67 mS low stack EC stack Δ (14d) -0.15 mS VPD mean / max 1.05 / 1.35 in band Air temp mean (swing) 74.9°F (5.7°F) RH mean 64.3% CO₂ mean 1373 ppm
Zone 70682 VWC env 42.6–68.8% · dryback env 26.2 pp · pore EC mean 5.96 mS (peak 6.84 mS)
Zone 70700 VWC env 43.9–66.4% · dryback env 22.5 pp · pore EC mean 5.50 mS (peak 6.58 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 5.73 mS — under-built for stretch · VPD in band. Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 5.73 mS — under-built for stretch · VPD in band.

POD 5 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 2 zones
Dryback envelope (14d, absolute pp) 27.8 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 6.15 / 6.94 mS stacking EC stack Δ (14d) -0.02 mS VPD mean / max 1.47 / 1.81 high VPD Air temp mean (swing) 74.0°F (5.8°F) RH mean 48.9% CO₂ mean 1397 ppm
Zone 70683 VWC env 30.8–59.7% · dryback env 28.9 pp · pore EC mean 6.45 mS (peak 7.51 mS)
Zone 75355 VWC env 37.6–64.5% · dryback env 26.9 pp · pore EC mean 5.84 mS (peak 6.95 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 6.15 mS (≥ 6) · VPD off-band (1.47 kPa, target 1.0–1.2). Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 6.15 mS (≥ 6) · VPD off-band (1.47 kPa, target 1.0–1.2).

POD 6 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 2 zones
Dryback envelope (14d, absolute pp) 27.5 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 8.32 / 9.86 mS stacking EC stack Δ (14d) -0.64 mS VPD mean / max 1.43 / 1.88 high VPD Air temp mean (swing) 76.8°F (4.7°F) RH mean 54.5% CO₂ mean 1314 ppm
Zone 70684 VWC env 44.2–71.5% · dryback env 27.3 pp · pore EC mean 8.97 mS (peak 10.58 mS)
Zone 75356 VWC env 43.0–70.7% · dryback env 27.7 pp · pore EC mean 7.68 mS (peak 9.92 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 8.32 mS (≥ 6) · VPD off-band (1.43 kPa, target 1.0–1.2). Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 8.32 mS (≥ 6) · VPD off-band (1.43 kPa, target 1.0–1.2).

Flower 1 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 6 zones
Dryback envelope (14d, absolute pp) 29.2 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 7.50 / 8.21 mS stacking EC stack Δ (14d) -0.23 mS VPD mean / max 1.32 / 1.49 high VPD Air temp mean (swing) 72.3°F (5.3°F) RH mean 51.1% CO₂ mean 1098 ppm
Zone 56774 VWC env 31.8–67.9% · dryback env 36.1 pp · pore EC mean 7.24 mS (peak 8.34 mS)
Zone 56775 VWC env 35.4–62.8% · dryback env 27.4 pp · pore EC mean 7.91 mS (peak 8.45 mS)
Zone 56776 VWC env 28.3–59.7% · dryback env 31.4 pp · pore EC mean 6.01 mS (peak 7.36 mS)
Zone 56777 VWC env 37.8–59.9% · dryback env 22.1 pp · pore EC mean 8.53 mS (peak 8.94 mS)
Zone 56778 VWC env 28.1–60.5% · dryback env 32.4 pp · pore EC mean 7.66 mS (peak 8.57 mS)
Zone 56779 VWC env 40.1–66.5% · dryback env 26.4 pp · pore EC mean 7.63 mS (peak 8.54 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 7.50 mS (≥ 6) · VPD off-band (1.32 kPa, target 1.0–1.2). Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 7.50 mS (≥ 6) · VPD off-band (1.32 kPa, target 1.0–1.2).

Flower 2 · Early Flower / Stretch

Coco 1-gal · FC 45–65% · 6 zones
Dryback envelope (14d, absolute pp) 29.4 pp in band Target 20–30 pp absolute (Stretch) Pore EC mean / peak 4.24 / 4.70 mS low stack EC stack Δ (14d) +0.26 mS VPD mean / max 1.00 / 1.45 in band Air temp mean (swing) 80.3°F (8.6°F) RH mean 71.6% CO₂ mean 702 ppm
Zone 56780 VWC env 23.7–54.0% · dryback env 30.3 pp · pore EC mean 4.03 mS (peak 4.69 mS)
Zone 56781 VWC env 26.2–58.8% · dryback env 32.6 pp · pore EC mean 4.39 mS (peak 5.07 mS)
Zone 56782 VWC env 26.1–57.9% · dryback env 31.8 pp · pore EC mean 4.15 mS (peak 4.63 mS)
Zone 56783 VWC env 22.6–54.4% · dryback env 31.8 pp · pore EC mean 4.76 mS (peak 5.05 mS)
Zone 56784 VWC env 30.0–57.4% · dryback env 27.4 pp · pore EC mean 4.28 mS (peak 4.81 mS)
Zone 56785 VWC env 19.7–44.4% · dryback env 24.7 pp · pore EC mean 3.87 mS (peak 4.17 mS)

Steering intent: Generatively-steered (Early Flower stretch window): AROYA target is 20–30 pp overnight dryback, substrate-EC stack 6–12 mS, VPD 1.0–1.2 lights-on, P0 delay 120–240 min.
14-day observation: 14d dryback envelope in 20–30 pp band · EC stack mean 4.24 mS — under-built for stretch · VPD in band. Intención manejo: Manejo generativo (ventana stretch / Floración Temprana): objetivo AROYA dryback nocturno 20–30 pp (absoluto), pila CE sustrato 6–12 mS, VPD 1.0–1.2 con luces encendidas, retardo P0 120–240 min.
Observación 14 días: 14d dryback envelope in 20–30 pp band · EC stack mean 4.24 mS — under-built for stretch · VPD in band.

Phase Biophysics — 6-Chart Room TraceBiofísica de Fase — 6 Gráficos por Sala

For each room: VWC, pore EC, substrate temp, VPD, air-temp / RH, and CO2 over the 14-day window. Phase target bands shown as shaded ribbons. Read top-to-bottom per room: dryback shape (VWC) → EC stack (pore EC) → root-zone temp → atmospheric driver (VPD, air, CO2). Coco 1-gal physics: FC 45–65%, high CEC, watch Cal/Mg lockout in aggressive generative steering.Por sala: VWC, CE poro, temp sustrato, VPD, temp aire / HR y CO2 en la ventana 14 días. Bandas objetivo de fase como cintas sombreadas. Leer top-down: forma dryback (VWC) → pila CE (CE poro) → temp zona-raíz → driver atmosférico (VPD, aire, CO2). Física coco 1-gal: FC 45–65%, CEC alta, vigilar bloqueo Cal/Mg en manejo generativo agresivo.

POD 1 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

POD 2 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

POD 3 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

POD 5 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

POD 6 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 1 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

Flower 2 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-13 → 2026-05-27, 336 hourly room-mean points from AROYA /chart/, n≈480 native-cadence samples per hour aggregated across all zones). Stretch targets shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stretch-stack discipline, then VPD/Temp/RH for atmospheric drivers. Traza REAL hora-por-hora 14 días (2026-05-13 → 2026-05-27, 336 puntos hora media-sala desde /chart/ AROYA, n≈480 muestras cadencia nativa por hora agregadas por todas las zonas). Bandas objetivo Stretch sombreadas. Leer primero envolvente dryback VWC (pp absoluto), luego CE poro para disciplina pila stretch, luego VPD/Temp/HR para drivers atmosféricos.
VWC (%) absolute dryback target 20–30 pp · FC 45–65% (coco)
Pore EC (mS/cm) stretch stack band 6–12
Substrate temp (°F)
VPD (kPa) stretch lights-on 1.0–1.2
Air temp (°F) / RH (%)
CO₂ (ppm)

Irrigation Shot-Cycle — P0 / P1 / P2 / P3Ciclo de Riego — P0 / P1 / P2 / P3

The 4-phase day is the grower's controller programming: P0 activation (lights-on → first shot, target 1–3% additional dryback after sunrise), P1 ramp-up (small shots back to FC + first runoff), P2 maintenance (pulses holding VWC at FC, EC managed via runoff), P3 dry-down (last shot → next morning, primary steering lever). For each room: phase counts, shot sizes, runoff timing, P0 delay vs phase target.El día de 4 fases es la programación del controlador: P0 activación (luces-on → primer shot, objetivo 1–3% dryback adicional post-amanecer), P1 rampa (shots pequeños hasta FC + primer runoff), P2 mantenimiento (pulsos manteniendo VWC en FC, CE gestionada vía runoff), P3 dry-down (último shot → mañana siguiente, palanca principal de manejo). Por sala: conteos por fase, tamaño shot, tiempo de runoff, retraso P0 vs objetivo de fase.

RoomSala PhaseFase P0 delay (h)retraso (h) P1 shots/dshots/d P2 shots/dshots/d Total shots/dShots totales/d Avg shot %Shot promedio % Overnight DB (pp)DB nocturno (pp) Steering intentIntención de manejo Data agrees?¿Datos acuerdan?
POD 1Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%26.8 ppGenerativepartial
POD 2Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%25.8 ppGenerativepartial
POD 3Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%24.3 ppGenerativepartial
POD 5Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%27.8 ppGenerativeagrees
POD 6Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%27.5 ppGenerativeagrees
Flower 1Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%29.2 ppGenerativeagrees
Flower 2Early Flower / Stretch120–2406–10 × 6–10%minimizeddeep P36–10%29.4 ppGenerativepartial

Configuration — Target RangesConfiguración — Rangos Objetivo

Per-room targets pulled from spa_get_room_config: feed EC setpoint, P1 shot size, P0 delay, dryback target, recipe assignment, and guardrails. These are the knobs the grower is operating. The deep-dive cards in §5 and §6 measure delta-from-config.Objetivos por sala de spa_get_room_config: setpoint CE alimentación, tamaño shot P1, retraso P0, objetivo dryback, receta asignada y guardrails. Estos son los controles que opera el cultivador. Las tarjetas §5 y §6 miden delta vs config.

RoomSala RecipeReceta Feed ECCE alim. P0 delay targetobjetivo retraso P1 shot sizetamaño shot Dryback targetObjetivo dryback Pore EC bandBanda CE poro VPD band on/offBanda VPD on/off
POD 1Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa77–84°F
POD 2Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa77–84°F
POD 3Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa77–84°F
POD 5Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa77–84°F
POD 6Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa77–84°F
Flower 1Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa74–80°F
Flower 2Early Flower / Stretch06:15 / 12h photoperiod2026-04-30 → 2026-05-28120–240 min6–10% (stretch)6–12 mS1.0–1.2 / 0.8–1.0 kPa78–84°F

RecommendationsRecomendaciones

Prioritized 4–7 items. Owner = facility manager / production lead; Grower = day-to-day room operator; Process = AROYA / Addium follow-up. Each rec ties back to the phase, the data signal, and the AROYA / Grodan / Athena / Growlink reference body.4–7 items priorizados. Owner = jefe instalación / producción; Grower = operador de sala día-a-día; Process = seguimiento AROYA / Addium. Cada rec se ata a la fase, la señal de datos y al cuerpo de referencia AROYA / Grodan / Athena / Growlink.

Grower POD 6 — feed/EC
Leach or pull feed-EC before Bulking flip (2026-05-28)
POD 6 14d pore EC mean is 8.32 mS with a 14d peak of 9.86 mS — the upper end of the Early-Flower stretch stack band (6–12 mS) and well above the Bulking band (3–8 mS). The 14d EC trajectory has been pulling back (-0.64 mS start→end), which is the right direction, but the absolute level is still too hot for Bulking. Coco needs a leaching shot (≥30% runoff) or a feed-EC reduction in the next 24h so the substrate lands in the Bulking band before the phase flip; otherwise the carry-in stack stalls Bulking turgor.
Grower POD 5 — VPD + Cal/Mg risk
Lower lights-on VPD to ≤ 1.2 kPa
POD 5 14d lights-on VPD mean 1.47 kPa (14d max 1.81 kPa) is firmly above the 1.0–1.2 stretch band, and RH mean is only 48.9% — below the 60–75% RH band. In coco 1-gal that combination is the Cal/Mg lockout setup. The 14d dryback envelope (27.8 pp) is already deep stretch; if P3 is pushed any harder, expect interveinal stippling on the mid-canopy by week 5. Action: bump room RH setpoint by +8 pts to land mid-band, verify Cal supplementation is intact in the feed recipe, and re-check VPD inside 48h.
Grower Flower 2 — climate
Cut air-temp + RH; investigate CO₂ swing
Flower 2 14d climate ran hot+humid: air temp mean 80.3°F (max 84.6, 14d swing 8.6°F), RH mean 71.6% (above the 60–75% ceiling). VPD landed at 1.00 kPa borderline-acceptable, but RH at 72% means leaf-surface wetness risk and powdery-mildew exposure. Root cause is likely AC undersizing or low canopy airflow; bump return-air setpoint or check dehumidifier capacity. CO₂ swung 0 → 2000 ppm with mean 702 ppm — the 0 ppm floor and 2000 ppm ceiling look like sensor saturation or injector cycling, not real room CO₂. Verify the CO₂ injector and door cycling routine.
Grower Flower 1 — single-zone channeling check
Manual hand-water audit on Flower 1 dripper lines
Flower 1 14d pore EC mean 7.50 mS (peak 8.21) is high while the room VWC envelope is wide (33.6–62.8%, swing 29.2 pp) — the signature of one or two channeling zones (water bypassing root contact, so EC stacks because feed never flushes). Zone-level data shows zone 56777 sits flat at ~8.5 mS with very narrow range; pull a hand-water audit on each dripper line in zone 56777 and look for clogged emitters or root-mat lifting at the dripper stake.
Process All PODs — Bulking transition (2026-05-28, T-1d)
Walk every controller recipe TODAY; verify Bulking phase is configured, not just date-flipped
PODs 1/2/3/5/6 + Flower 1 all transition to Bulking in 1 day. Coco 1-gal Bulking calls for: pore EC pull-back to 4–7 mS (today PODs 1/2/3 sit 5.1–5.7 mS, POD 5 6.15 mS, POD 6 8.32 mS, Flower 1 7.50 mS — POD 6 and Flower 1 are out of band), dryback envelope 12–18 pp (vs the current 24–29 pp stretch envelope across all rooms), VPD 1.2–1.4 lights-on, daily runoff 20–30% to leach the stretch stack. Walk each room's controller recipe TODAY; verify the Bulking phase is configured, not just date-flipped.
Owner Flower 1 vs PODs temp band divergence
Verify intentional setpoint difference, or fix HVAC over-cooling
All rooms lights-on 06:15, 12h photoperiod — uniform, good. But Flower 1's room-config temp band is 74–80°F (vs PODs at 78–84°F). Flower 1 14d air-temp mean is 72.3°F — below even its own narrower band. If that's intentional (e.g. cool-running cultivar), fine. If not, the HVAC controller is over-cooling Flower 1 — costing terpene-driving DIF leverage and slowing canopy expansion.
Process AROYA telemetry — irrigation flow
Wire up drip/runoff volume telemetry
count_irrigation_events returned 0 across every room — there is no irrigation-flow telemetry feeding AROYA from this facility. That means shot count, runoff %, drip-drain analysis, and true P0/P1/P2/P3 partitioning cannot be verified against the controller's plan. The 14d trace shows the SUBSTRATE response (dryback envelopes 24–29 pp across rooms) but not the irrigation INPUT that caused it. Recommend: install or commission flow + runoff EC sensors so the next audit can grade shot rhythm vs configured recipe at the actual irrigation event level.

Data QualityCalidad de Datos

Sensor coverage, missing windows, and exclusions. Coverage is the % of expected 5-minute samples actually present over the 14-day window. Rooms with <90% coverage get a footnote on every metric they appear in.Cobertura de sensores, ventanas faltantes y exclusiones. Cobertura es el % de muestras 5-min esperadas presentes en la ventana 14 días. Salas con <90% cobertura llevan nota al pie en cada métrica.

RoomSala VWC coverageCobertura VWC Pore EC coverageCobertura CE poro Climate coverageCobertura clima DevicesDispositivos NotesNotas
POD 1100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained
POD 2100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained
POD 3100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained
POD 5100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained
POD 6100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained
Flower 1100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained
Flower 2100%100%100%14d (n≈480)SPA /dataReadings/ compact (hour bin); 2026-05-13 → 2026-05-27; all 7 rooms 100% coverage; zone-level data also retained