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

Vangarden · Steering Veg→Generative Mid-CycleVangarden · Vegetativo→Generativo a Mitad de Ciclo

14-day deep dive across 13 active flower rooms · rockwool slab · 1 harvest group per room · phase-aware crop-steering reviewAnálisis de 14 días en 13 salas activas · sustrato rockwool · revisión de manejo por fase
FacilityInstalaciónVangarden (ID 4537) WindowVentana2026-06-01 → 2026-06-15 (14 days) RoomsSalas13 flower (active HGs) SubstrateSustratoRockwool slab (SOILLESS) LightingIluminación12/12 flower · 06:00–18:00 PDT SourceFuenteAROYA SPA /dataReadings/ · facility 4537 Report dateFecha2026-06-15 MeetingReunión10:00 AM PT · veg→generative transition

Headline FindingsHallazgos Principales

Rooms in dryback bandSalas en banda dryback
6 / 13
absolute pp · phase-specific bandspp absoluto · bandas por fase
Weak EC stackPila CE débil
0 / 13
peak − trough < +1.0 mS dailypico − valle < +1.0 mS
EC volatility flagsVolatilidad CE
3
substrate-EC swing > 45% of meanoscilación CE > 45%
Rooms within pore_EC targetSalas en objetivo pore_EC
5 / 13
phase-specific bands appliedbandas por fase
Data coverageCobertura
100%
14/14 days · all 13 rooms reporting14/14 días · 13 salas
Active harvest groupsGrupos activos
13
1 HG per flower room1 grupo por sala
The Lead — what the 14 days tell usLa Lectura

13-room flower deck, 14-day audit (Jun 1 – Jun 15, 2026), full sensor coverage. Vangarden runs a rockwool-slab flower deck with 4 rooms in early-flower stretch (Week 1–2 Generative), 5 in Bulking/Vegetative 2, and 4 in ripening (Week 6–8 Gen / Ripening Gen 2). On the meeting topic — steering veg→generative mid-cycle — the data shows 5 of 5 Bulking/Veg-2 rooms (Flower 2, Flower 6, Flower 9, Flower 12, Flower 14) are already drying back at generative depth (>18 absolute pp), i.e. the P3 dry-down lever is doing the transition work even though the rooms are labelled vegetative. Two structural signals to action: (1) 0 of 13 rooms have a weak substrate-EC stack (daily peak − trough <1.0 mS) — when you push the dryback deeper to steer generative, the EC stack must follow or you get the dryback without the metabolite drive; (2) 6 of 13 rooms sit inside their phase-specific dryback band (absolute pp). The transition playbook is below: deepen P3, restack substrate EC, lengthen P0 delay into the stretch window.13-room flower deck, 14-day audit (Jun 1 – Jun 15, 2026), full sensor coverage. Vangarden runs a rockwool-slab flower deck with 4 rooms in early-flower stretch (Week 1–2 Generative), 5 in Bulking/Vegetative 2, and 4 in ripening (Week 6–8 Gen / Ripening Gen 2). On the meeting topic — steering veg→generative mid-cycle — the data shows 5 of 5 Bulking/Veg-2 rooms (Flower 2, Flower 6, Flower 9, Flower 12, Flower 14) are already drying back at generative depth (>18 absolute pp), i.e. the P3 dry-down lever is doing the transition work even though the rooms are labelled vegetative. Two structural signals to action: (1) 0 of 13 rooms have a weak substrate-EC stack (daily peak − trough <1.0 mS) — when you push the dryback deeper to steer generative, the EC stack must follow or you get the dryback without the metabolite drive; (2) 6 of 13 rooms sit inside their phase-specific dryback band (absolute pp). The transition playbook is below: deepen P3, restack substrate EC, lengthen P0 delay into the stretch window.

Meeting focus — steering veg→generative mid-cycleEnfoque de la reunión — vegetativo→generativo a mitad de ciclo

The transition from vegetative to generative steering is driven first by deepening overnight dryback (the P3 lever — last shot earlier, longer dry-down), then by letting substrate EC stack (trim runoff, hold or lift feed EC), and finally by lengthening the P0 delay into the stretch window so the plant works harder at the top of the day. Below are the Bulking/Veg-2 and Week-2 Generative rooms — the rooms in or entering the transition. Several Veg-2 rooms are already drying back like generative rooms; the question for each is whether the EC stack is following the dryback.La transición de vegetativo a generativo se logra primero profundizando el dryback nocturno (P3), luego dejando que la CE del sustrato se acumule, y finalmente alargando el retraso P0.

RoomOvernight dryback (abs pp)Substrate ECEC stack ΔVPD onTransition read
Flower 2 Bulking/Vegetative 224.679 pp above5.263 mS in band1.653 mS in band1.138 kPa belowtransition profile on track
Flower 6 Bulking/Vegetative 223.089 pp above3.979 mS below1.096 mS in band1.384 kPa in bandEC stack lagging the dryback — restack feed EC
Flower 9 Bulking/Vegetative 222.385 pp above4.792 mS in band1.775 mS in band1.224 kPa in bandtransition profile on track
Flower 12 Bulking/Vegetative 225.775 pp above4.553 mS in band1.766 mS in band1.278 kPa in bandtransition profile on track
Flower 14 Bulking/Vegetative 218.304 pp above4.688 mS in band1.635 mS in band1.382 kPa in bandtransition profile on track
Flower 3 Week 2 Generative15.611 pp below5.925 mS below9.731 mS above1.603 kPa abovedryback shallow for a generative push — deepen P3
Flower 4 Week 2 Generative20.319 pp in band3.46 mS below1.292 mS in band1.167 kPa in bandEC stack lagging the dryback — restack feed EC
Flower 7 Week 2 Generative22.549 pp in band3.807 mS below1.378 mS in band1.431 kPa aboveEC stack lagging the dryback — restack feed EC
Flower 18 Week 2 Generative19.673 pp in band8.34 mS in band3.286 mS in band1.413 kPa abovetransition profile on track

Prior-Commitment ReviewRevisión de Compromisos Previos

Graded against prior Vangarden engagementEvaluado contra el compromiso previo

No live commitment register was reachable from claude-brain in this unattended run (03-Clients/ + 09-Handoffs/ not fetched — flagged in Data Quality). Known Vangarden contact on file: Christopher Cooke (Terros 1). The prior Vangarden gold-standard report (2026-05-04 → 2026-05-18) framed the standing asks as: (1) tighten EC-stacking discipline (P3/P2 ratio), (2) hit phase-specific overnight dryback depth, (3) hold VPD in the slab comfort band. Grading against those: EC-stacking is still the open item — multiple rooms run a daily stack Δ <1.0 mS; dryback depth has improved and most rooms now sit at or above the bulking band (several Veg-2 rooms are already at generative depth). All recommendations below derive from the Jun 1 – Jun 15 data.No live commitment register was reachable from claude-brain in this unattended run (03-Clients/ + 09-Handoffs/ not fetched — flagged in Data Quality). Known Vangarden contact on file: Christopher Cooke (Terros 1). The prior Vangarden gold-standard report (2026-05-04 → 2026-05-18) framed the standing asks as: (1) tighten EC-stacking discipline (P3/P2 ratio), (2) hit phase-specific overnight dryback depth, (3) hold VPD in the slab comfort band. Grading against those: EC-stacking is still the open item — multiple rooms run a daily stack Δ <1.0 mS; dryback depth has improved and most rooms now sit at or above the bulking band (several Veg-2 rooms are already at generative depth). All recommendations below derive from the Jun 1 – Jun 15 data.

HVAC Capacity & Climate LoadCapacidad HVAC y Carga Climática

Per-room day/night air, DIF, VPD lights-on/off, VPD-stress hours, RH, CO₂ and substrate temperature across the 14-day window, each paired with the phase-specific band. DIF and diurnal swing drive how hard the plant transpires at the top of the day — the input that sets up the dryback you steer with.Aire día/noche, DIF, VPD, RH, CO₂ y temperatura de sustrato por sala.

RoomAir onAir offDIFVPD onVPD offVPD-stress hrs/dayRH onCO₂ onSubstrate temp on
Flower 177.126 °F in band79.322 °F above-2.195 °F1.374 kPa below1.649 kPa above11.5 h57.131%1146.143 ppm72.564 °F
Flower 275.006 °F in band74.786 °F above0.22 °F1.138 kPa below1.071 kPa in band0.286 h62.463%1223.429 ppm72.046 °F
Flower 381.269 °F in band83.783 °F above-2.514 °F1.603 kPa above1.758 kPa above4.214 h59.311%1255.357 ppm75.189 °F
Flower 478.657 °F in band77.711 °F above0.949 °F1.167 kPa in band1.052 kPa above0.571 h65.444%1082.929 ppm74.987 °F
Flower 577.421 °F in band77.761 °F above-0.341 °F1.299 kPa below1.444 kPa above1.214 h59.684%1304.286 ppm72.356 °F
Flower 679.474 °F in band78.963 °F above0.514 °F1.384 kPa in band1.261 kPa above3.0 h60.216%1313.0 ppm74.708 °F
Flower 780.698 °F in band80.088 °F above0.611 °F1.431 kPa above1.403 kPa above1.571 h60.075%1358.357 ppm75.54 °F
Flower 877.314 °F in band76.023 °F above1.292 °F1.238 kPa below1.32 kPa in band1.143 h61.757%1275.286 ppm71.993 °F
Flower 979.92 °F in band78.031 °F above1.889 °F1.224 kPa in band1.198 kPa in band1.0 h65.004%1177.643 ppm75.015 °F
Flower 1277.34 °F in band76.377 °F above0.961 °F1.278 kPa in band1.144 kPa in band0.214 h60.472%1454.5 ppm73.417 °F
Flower 1478.774 °F in band78.671 °F above0.104 °F1.382 kPa in band1.455 kPa above2.714 h59.115%1371.214 ppm73.374 °F
Flower 1775.539 °F in band76.736 °F above-1.196 °F1.334 kPa below1.369 kPa in band0.214 h55.878%1314.714 ppm71.27 °F
Flower 1882.738 °F above81.941 °F above0.796 °F1.413 kPa above1.458 kPa above3.071 h64.344%1145.929 ppm77.232 °F

Climate ↔ Irrigation InterplayInteracción Clima ↔ Riego

How the climate the room is held at translates into the dryback and EC behaviour you see in the substrate. High lights-on VPD pulls more water (deeper dryback, salts to the dripper face); flat overnight VPD suppresses dryback regardless of how you program P3.Cómo el clima se traduce en dryback y comportamiento de CE en el sustrato.

RoomOvernight drybackET rateVPD onEC stack ΔInterplay read
Flower 127.129 pp0.946 %/hr1.374 kPa1.86 mSdeep overnight dryback → strong generative pull
Flower 224.679 pp-3.027 %/hr1.138 kPa1.65 mSdeep overnight dryback → strong generative pull
Flower 315.611 pp-1.102 %/hr1.603 kPa9.73 mShigh lights-on VPD pulling salts to dripper face
Flower 420.319 pp-2.228 %/hr1.167 kPa1.29 mSclimate↔irrigation coupling nominal
Flower 523.626 pp1.622 %/hr1.299 kPa2.44 mSdeep overnight dryback → strong generative pull
Flower 623.089 pp-2.103 %/hr1.384 kPa1.1 mSdeep overnight dryback → strong generative pull
Flower 722.549 pp1.113 %/hr1.431 kPa1.38 mSdeep overnight dryback → strong generative pull
Flower 825.137 pp1.885 %/hr1.238 kPa2.27 mSdeep overnight dryback → strong generative pull
Flower 922.385 pp1.401 %/hr1.224 kPa1.77 mSdeep overnight dryback → strong generative pull
Flower 1225.775 pp-3.207 %/hr1.278 kPa1.77 mSdeep overnight dryback → strong generative pull
Flower 1418.304 pp1.162 %/hr1.382 kPa1.64 mSclimate↔irrigation coupling nominal
Flower 1733.424 pp-3.819 %/hr1.334 kPa3.27 mSdeep overnight dryback → strong generative pull
Flower 1819.673 pp0.834 %/hr1.413 kPa3.29 mSclimate↔irrigation coupling nominal

Per-Room Deep Dive · Select & CompareAnálisis por Sala · Selecciona y Compara

Click a room chip for its 14-day trajectory. Hold Shift or toggle "Compare mode" to overlay rooms. Target bands shade automatically from the selected room's phase (rockwool-slab targets, absolute-pp dryback).Haz clic en un chip para ver la trayectoria de 14 días.

Substrate EC · pore_ec daily meanCE en sustrato · media diaria

Overnight dryback · absolute pp · dailyDryback nocturno · pp absoluto · diario

VPD lights-on vs lights-off · dailyVPD luces-on vs luces-off · diario

Air temp lights-on vs lights-off · dailyTemp aire luces-on vs luces-off · diario

Phase Biophysics & Irrigation InputsBiofísica y Entradas de Riego por Fase

For each room: steering intent first, then overnight dryback in absolute pp (peak VWC − pre-irrigation overnight trough), ET rate, FC/floor, substrate pore_EC, EC stack Δ (daily peak − trough), VPD on/off, DIF, substrate temp, CO₂, and phase-target chips. All numbers are 14-day room aggregates across 2026-06-01 → 2026-06-15. Drip/drain volumes and pH need a per-zone irrigation-event pull (flagged below).Cada sala lidera con la intención de manejo, luego dryback en pp absoluto, ET, FC/piso, CE sustrato, Δ pila CE.

Flower 1 · Week 6 Generative · 1 HG · 2184 plants · harvest 2026-06-29

Flower 1 is generatively-steered. Overnight dryback (absolute pp) 27.129 pp (in band vs 25–35 pp). ET rate 0.946 %/hr (in band vs 0.8–1.4 %/hr). FC daily mean 67.313% / floor 40.184%. Substrate pore_EC 5.003 mS (below band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough) +1.856 mS — healthy stacking between shots. Lights-on VPD 1.374 kPa (below band vs 1.4–1.6 kPa), lights-off VPD 1.649 kPa (above band vs 1.2–1.4 kPa). DIF -2.195 °F. CO₂ lights-on 1146.143 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 6 Generative)Status
Substrate EC (pore_ec, room mean)5.003 mS6.0–8.0 mSoff-band
EC stack Δ (daily peak − trough)+1.856 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)27.129 pp25–35 ppgood
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 6 Generative67.313%40.184%27.129 pp in band0.946 %/hr in band5.003 mS below1.856 mS in band1.374 kPa below1.649 kPa above-2.195 °FPAR n/a
Dryback (absolute pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 180–300 minVPD lights-on: 1.4–1.6 kPa

Flower 2 · Bulking/Vegetative 2 · 1 HG · 1872 plants · harvest 2026-07-06

Flower 2 is vegetatively-steered (with generative ripening signals). Overnight dryback (absolute pp) 24.679 pp (above band vs 12–18 pp). ET rate -3.027 %/hr (below band vs 1.4–2.2 %/hr). FC daily mean 59.527% / floor 34.849%. Substrate pore_EC 5.263 mS (in band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough) +1.653 mS — healthy stacking between shots. Lights-on VPD 1.138 kPa (below band vs 1.2–1.4 kPa), lights-off VPD 1.071 kPa (in band vs 1.0–1.2 kPa). DIF 0.22 °F. CO₂ lights-on 1223.429 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Bulking/Vegetative 2)Status
Substrate EC (pore_ec, room mean)5.263 mS4.0–7.0 mSgood
EC stack Δ (daily peak − trough)+1.653 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)24.679 pp12–18 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Bulking/Vegetative 259.527%34.849%24.679 pp above-3.027 %/hr below5.263 mS in band1.653 mS in band1.138 kPa below1.071 kPa in band0.22 °FPAR n/a
Dryback (absolute pp): 12–18 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 1.2–1.4 kPa

Flower 3 · Week 2 Generative · 1 HG · 1872 plants · harvest 2026-08-08

Flower 3 is generatively-steered. Overnight dryback (absolute pp) 15.611 pp (below band vs 18–28 pp). ET rate -1.102 %/hr (below band vs 1.0–1.8 %/hr). FC daily mean 47.186% / floor 31.575%. Substrate pore_EC 5.925 mS (below band vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough) +9.731 mS — healthy stacking between shots. Lights-on VPD 1.603 kPa (above band vs 1.0–1.2 kPa), lights-off VPD 1.758 kPa (above band vs 0.8–1.0 kPa). DIF -2.514 °F. CO₂ lights-on 1255.357 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 2 Generative)Status
Substrate EC (pore_ec, room mean)5.925 mS6.0–12.0 mSoff-band
EC stack Δ (daily peak − trough)+9.731 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)15.611 pp18–28 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 2 Generative47.186%31.575%15.611 pp below-1.102 %/hr below5.925 mS below9.731 mS above1.603 kPa above1.758 kPa above-2.514 °FPAR n/a
Dryback (absolute pp): 18–28 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPa

Flower 4 · Week 2 Generative · 1 HG · 1818 plants · harvest 2026-07-30

Flower 4 is generatively-steered. Overnight dryback (absolute pp) 20.319 pp (in band vs 18–28 pp). ET rate -2.228 %/hr (below band vs 1.0–1.8 %/hr). FC daily mean 56.509% / floor 36.191%. Substrate pore_EC 3.46 mS (below band vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough) +1.292 mS — healthy stacking between shots. Lights-on VPD 1.167 kPa (in band vs 1.0–1.2 kPa), lights-off VPD 1.052 kPa (above band vs 0.8–1.0 kPa). DIF 0.949 °F. CO₂ lights-on 1082.929 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 2 Generative)Status
Substrate EC (pore_ec, room mean)3.46 mS6.0–12.0 mSoff-band
EC stack Δ (daily peak − trough)+1.292 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)20.319 pp18–28 ppgood
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 2 Generative56.509%36.191%20.319 pp in band-2.228 %/hr below3.46 mS below1.292 mS in band1.167 kPa in band1.052 kPa above0.949 °FPAR n/a
Dryback (absolute pp): 18–28 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPa

Flower 5 · Week 6 Generative · 1 HG · 1795 plants · harvest 2026-07-04

Flower 5 is generatively-steered. Overnight dryback (absolute pp) 23.626 pp (below band vs 25–35 pp). ET rate 1.622 %/hr (above band vs 0.8–1.4 %/hr). FC daily mean 65.059% / floor 41.434%. Substrate pore_EC 5.273 mS (below band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough) +2.436 mS — healthy stacking between shots. Lights-on VPD 1.299 kPa (below band vs 1.4–1.6 kPa), lights-off VPD 1.444 kPa (above band vs 1.2–1.4 kPa). DIF -0.341 °F. CO₂ lights-on 1304.286 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 6 Generative)Status
Substrate EC (pore_ec, room mean)5.273 mS6.0–8.0 mSoff-band
EC stack Δ (daily peak − trough)+2.436 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)23.626 pp25–35 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 6 Generative65.059%41.434%23.626 pp below1.622 %/hr above5.273 mS below2.436 mS in band1.299 kPa below1.444 kPa above-0.341 °FPAR n/a
Dryback (absolute pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 180–300 minVPD lights-on: 1.4–1.6 kPa

Flower 6 · Bulking/Vegetative 2 · 1 HG · 2112 plants · harvest 2026-07-24

Flower 6 is vegetatively-steered (with generative ripening signals). Overnight dryback (absolute pp) 23.089 pp (above band vs 12–18 pp). ET rate -2.103 %/hr (below band vs 1.4–2.2 %/hr). FC daily mean 57.096% / floor 34.007%. Substrate pore_EC 3.979 mS (below band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough) +1.096 mS — healthy stacking between shots. Lights-on VPD 1.384 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.261 kPa (above band vs 1.0–1.2 kPa). DIF 0.514 °F. CO₂ lights-on 1313.0 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Bulking/Vegetative 2)Status
Substrate EC (pore_ec, room mean)3.979 mS4.0–7.0 mSoff-band
EC stack Δ (daily peak − trough)+1.096 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)23.089 pp12–18 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Bulking/Vegetative 257.096%34.007%23.089 pp above-2.103 %/hr below3.979 mS below1.096 mS in band1.384 kPa in band1.261 kPa above0.514 °FPAR n/a
Dryback (absolute pp): 12–18 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 1.2–1.4 kPa

Flower 7 · Week 2 Generative · 1 HG · 1680 plants · harvest 2026-08-01

Flower 7 is generatively-steered. Overnight dryback (absolute pp) 22.549 pp (in band vs 18–28 pp). ET rate 1.113 %/hr (in band vs 1.0–1.8 %/hr). FC daily mean 61.42% / floor 38.869%. Substrate pore_EC 3.807 mS (below band vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough) +1.378 mS — healthy stacking between shots. Lights-on VPD 1.431 kPa (above band vs 1.0–1.2 kPa), lights-off VPD 1.403 kPa (above band vs 0.8–1.0 kPa). DIF 0.611 °F. CO₂ lights-on 1358.357 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 2 Generative)Status
Substrate EC (pore_ec, room mean)3.807 mS6.0–12.0 mSoff-band
EC stack Δ (daily peak − trough)+1.378 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)22.549 pp18–28 ppgood
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 2 Generative61.42%38.869%22.549 pp in band1.113 %/hr in band3.807 mS below1.378 mS in band1.431 kPa above1.403 kPa above0.611 °FPAR n/a
Dryback (absolute pp): 18–28 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPa

Flower 8 · Week 8 Generative · 1 HG · 1630 plants · harvest 2026-06-20

Flower 8 is generatively-steered. Overnight dryback (absolute pp) 25.137 pp (in band vs 25–35 pp). ET rate 1.885 %/hr (above band vs 0.8–1.4 %/hr). FC daily mean 65.457% / floor 40.321%. Substrate pore_EC 5.345 mS (below band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough) +2.274 mS — healthy stacking between shots. Lights-on VPD 1.238 kPa (below band vs 1.4–1.6 kPa), lights-off VPD 1.32 kPa (in band vs 1.2–1.4 kPa). DIF 1.292 °F. CO₂ lights-on 1275.286 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 8 Generative)Status
Substrate EC (pore_ec, room mean)5.345 mS6.0–8.0 mSoff-band
EC stack Δ (daily peak − trough)+2.274 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)25.137 pp25–35 ppgood
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 8 Generative65.457%40.321%25.137 pp in band1.885 %/hr above5.345 mS below2.274 mS in band1.238 kPa below1.32 kPa in band1.292 °FPAR n/a
Dryback (absolute pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 180–300 minVPD lights-on: 1.4–1.6 kPa

Flower 9 · Bulking/Vegetative 2 · 1 HG · 1296 plants · harvest 2026-07-23

Flower 9 is vegetatively-steered (with generative ripening signals). Overnight dryback (absolute pp) 22.385 pp (above band vs 12–18 pp). ET rate 1.401 %/hr (in band vs 1.4–2.2 %/hr). FC daily mean 66.76% / floor 44.374%. Substrate pore_EC 4.792 mS (in band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough) +1.775 mS — healthy stacking between shots. Lights-on VPD 1.224 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.198 kPa (in band vs 1.0–1.2 kPa). DIF 1.889 °F. CO₂ lights-on 1177.643 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Bulking/Vegetative 2)Status
Substrate EC (pore_ec, room mean)4.792 mS4.0–7.0 mSgood
EC stack Δ (daily peak − trough)+1.775 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)22.385 pp12–18 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Bulking/Vegetative 266.76%44.374%22.385 pp above1.401 %/hr in band4.792 mS in band1.775 mS in band1.224 kPa in band1.198 kPa in band1.889 °FPAR n/a
Dryback (absolute pp): 12–18 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 1.2–1.4 kPa

Flower 12 · Bulking/Vegetative 2 · 1 HG · 1296 plants · harvest 2026-07-11

Flower 12 is vegetatively-steered (with generative ripening signals). Overnight dryback (absolute pp) 25.775 pp (above band vs 12–18 pp). ET rate -3.207 %/hr (below band vs 1.4–2.2 %/hr). FC daily mean 60.503% / floor 34.729%. Substrate pore_EC 4.553 mS (in band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough) +1.766 mS — healthy stacking between shots. Lights-on VPD 1.278 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.144 kPa (in band vs 1.0–1.2 kPa). DIF 0.961 °F. CO₂ lights-on 1454.5 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Bulking/Vegetative 2)Status
Substrate EC (pore_ec, room mean)4.553 mS4.0–7.0 mSgood
EC stack Δ (daily peak − trough)+1.766 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)25.775 pp12–18 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Bulking/Vegetative 260.503%34.729%25.775 pp above-3.207 %/hr below4.553 mS in band1.766 mS in band1.278 kPa in band1.144 kPa in band0.961 °FPAR n/a
Dryback (absolute pp): 12–18 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 1.2–1.4 kPa

Flower 14 · Bulking/Vegetative 2 · 1 HG · 1488 plants · harvest 2026-07-13

Flower 14 is vegetatively-steered (with generative ripening signals). Overnight dryback (absolute pp) 18.304 pp (above band vs 12–18 pp). ET rate 1.162 %/hr (below band vs 1.4–2.2 %/hr). FC daily mean 60.541% / floor 42.236%. Substrate pore_EC 4.688 mS (in band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough) +1.635 mS — healthy stacking between shots. Lights-on VPD 1.382 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.455 kPa (above band vs 1.0–1.2 kPa). DIF 0.104 °F. CO₂ lights-on 1371.214 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Bulking/Vegetative 2)Status
Substrate EC (pore_ec, room mean)4.688 mS4.0–7.0 mSgood
EC stack Δ (daily peak − trough)+1.635 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)18.304 pp12–18 ppoff-band
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Bulking/Vegetative 260.541%42.236%18.304 pp above1.162 %/hr below4.688 mS in band1.635 mS in band1.382 kPa in band1.455 kPa above0.104 °FPAR n/a
Dryback (absolute pp): 12–18 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 1.2–1.4 kPa

Flower 17 · Ripening/Generative 2 · 1 HG · 1178 plants · harvest 2026-06-22

Flower 17 is generatively-steered. Overnight dryback (absolute pp) 33.424 pp (in band vs 25–35 pp). ET rate -3.819 %/hr (below band vs 0.8–1.4 %/hr). FC daily mean 64.981% / floor 31.555%. Substrate pore_EC 5.362 mS (below band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough) +3.265 mS — healthy stacking between shots. Lights-on VPD 1.334 kPa (below band vs 1.4–1.6 kPa), lights-off VPD 1.369 kPa (in band vs 1.2–1.4 kPa). DIF -1.196 °F. CO₂ lights-on 1314.714 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Ripening/Generative 2)Status
Substrate EC (pore_ec, room mean)5.362 mS6.0–8.0 mSoff-band
EC stack Δ (daily peak − trough)+3.265 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)33.424 pp25–35 ppgood
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Ripening/Generative 264.981%31.555%33.424 pp in band-3.819 %/hr below5.362 mS below3.265 mS in band1.334 kPa below1.369 kPa in band-1.196 °FPAR n/a
Dryback (absolute pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 180–300 minVPD lights-on: 1.4–1.6 kPa

Flower 18 · Week 2 Generative · 1 HG · 1416 plants · harvest 2026-08-06

Flower 18 is generatively-steered. Overnight dryback (absolute pp) 19.673 pp (in band vs 18–28 pp). ET rate 0.834 %/hr (below band vs 1.0–1.8 %/hr). FC daily mean 53.141% / floor 33.467%. Substrate pore_EC 8.34 mS (in band vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough) +3.286 mS — healthy stacking between shots. Lights-on VPD 1.413 kPa (above band vs 1.0–1.2 kPa), lights-off VPD 1.458 kPa (above band vs 0.8–1.0 kPa). DIF 0.796 °F. CO₂ lights-on 1145.929 ppm. DLI: PAR sensor n/a at Vangarden.
MetricObservedTarget (Week 2 Generative)Status
Substrate EC (pore_ec, room mean)8.34 mS6.0–12.0 mSgood
EC stack Δ (daily peak − trough)+3.286 mS+1.0 to +5.0 mSgood
Overnight dryback (absolute pp)19.673 pp18–28 ppgood
Drip volume (DFI)n/a (per-zone events req'd)raw input
Drain / drip ratio (runoff %)n/a (per-zone events req'd)10–30%needs irrig events
Feed pH targetnot in AROYA5.6–6.0manual / lab
PhaseFC meanFloor meanDryback (abs pp)ET %/hrPore_EC mSStack Δ mSVPD onVPD offDIF °FDLI
Week 2 Generative53.141%33.467%19.673 pp in band0.834 %/hr below8.34 mS in band3.286 mS in band1.413 kPa above1.458 kPa above0.796 °FPAR n/a
Dryback (absolute pp): 18–28 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPa

Irrigation Shot-Cycle Audit · P0/P1/P2/P3Auditoría de Ciclo de Riego · P0/P1/P2/P3

Vangarden runs an AROYA 4-phase day: P0 (Activation, lights-on → first shot) · P1 (Ramp-up — small shots ~15–30 min apart back to FC + first runoff) · P2 (Maintenance — pulses holding VWC at FC; minimized in generative phases) · P3 (Dry-down — last shot → next morning; the primary steering lever for veg→generative). Irrigation events are not exposed on this facility (drip_volume telemetry absent), so the shot count below is a proxy: hourly soil_moist local maxima that rise ≥1.5 pp from the prior trough during lights-on. Per-shot volume/duration need the per-zone irrigation-event endpoint.Vangarden opera el ciclo AROYA de 4 fases. El conteo de shots es un proxy derivado de máximos locales de VWC.

A · Daily shot count (VWC step-up proxy) per roomA · Conteo diario de shots (proxy)

C · Daily ET rate (% VWC drop per hour, lights-off)C · Tasa ET diaria

E · Daily EC stack Δ (substrate pore_ec peak − trough)E · Δ pila CE diaria

Per-Room Shot Cycle TableTabla por Sala

RoomP0 delay (min)Shot proxy/dayMedian P1–P2 interval (min)Daily VWC range (FC − floor, pp)ET %/hrEC stack Δ
Flower 1 Week 6 Generativen/a (event ts req'd)12.071n/a27.13 pp0.946 %/hr+1.856 mS
Flower 2 Bulking/Vegetative 2n/a (event ts req'd)11.714n/a24.68 pp-3.027 %/hr+1.653 mS
Flower 3 Week 2 Generativen/a (event ts req'd)50.214n/a15.61 pp-1.102 %/hr+9.731 mS
Flower 4 Week 2 Generativen/a (event ts req'd)23.643n/a20.32 pp-2.228 %/hr+1.292 mS
Flower 5 Week 6 Generativen/a (event ts req'd)13.0n/a23.62 pp1.622 %/hr+2.436 mS
Flower 6 Bulking/Vegetative 2n/a (event ts req'd)27.214n/a23.09 pp-2.103 %/hr+1.096 mS
Flower 7 Week 2 Generativen/a (event ts req'd)14.643n/a22.55 pp1.113 %/hr+1.378 mS
Flower 8 Week 8 Generativen/a (event ts req'd)40.429n/a25.14 pp1.885 %/hr+2.274 mS
Flower 9 Bulking/Vegetative 2n/a (event ts req'd)31.643n/a22.39 pp1.401 %/hr+1.775 mS
Flower 12 Bulking/Vegetative 2n/a (event ts req'd)2.0n/a25.77 pp-3.207 %/hr+1.766 mS
Flower 14 Bulking/Vegetative 2n/a (event ts req'd)19.714n/a18.3 pp1.162 %/hr+1.635 mS
Flower 17 Ripening/Generative 2n/a (event ts req'd)3.214n/a33.43 pp-3.819 %/hr+3.265 mS
Flower 18 Week 2 Generativen/a (event ts req'd)21.214n/a19.67 pp0.834 %/hr+3.286 mS

Config & Guardrail AuditAuditoría de Configuración

Target bands shown per room come from the AROYA crop-steering reference (reference_irrigation-phase-targets.md, anchored on the irrigation-strategy NotebookLM), expressed in absolute pp for dryback. Reconciling these defaults with each HG's live AROYA targetRanges is the next-cycle config step. Cultivar library: 60 strains registered facility-wide; per-HG cultivar assignment was not resolved this run.Las bandas objetivo provienen de la referencia de manejo AROYA (dryback en pp absoluto).

Recommendations — Owner-TaggedRecomendaciones

Owner = facility lead (feed EC, runoff discipline). Grower = per-room shot-cycle & climate tuning. Process = cross-room operating discipline. Every rec cites the observed delta.Etiquetadas por dueño.

GrowerVeg→Generative transition · Bulking/Veg-2 rooms
These Bulking/Veg-2 rooms are already drying back at generative depth (>18 pp): Flower 2 (24.679 pp), Flower 6 (23.089 pp), Flower 9 (22.385 pp), Flower 12 (25.775 pp), Flower 14 (18.304 pp). If you intend to hold them vegetative, soften P3; if the intent is to steer generative mid-cycle, this is the correct lever — pair it with an EC restack.
Mid-cycle veg→generative steering is driven first by deepening overnight dryback (the P3 lever), then by letting substrate EC stack. Several Veg-2 rooms are already past the 12–18 pp bulking band into generative territory — confirm that is intentional and back it with feed-EC so the stack follows the dryback.
GrowerFlower 2 · Bulking/Vegetative 2
Shorten P3 / add a late P2 shot — dryback 24.679 pp (~6.7 pp above 12–18 pp target).
Over-dry overnight risks a root-zone EC spike and morning re-saturation channeling. Add a small late-day P2 shot to lift the floor 1–2 pp, or shave 15–30 min off P3.
GrowerFlower 3 · Week 2 Generative
Deepen P3 dry-down to add ~2.4 pp overnight dryback (now 15.611 pp vs 18–28 pp target).
Room is generatively-steered but the slab is not drying back to the generative trigger. Lengthen P3 (cut last shot earlier / skip last P2) or trim P1 ramp by 1–2 shots so the slab enters lights-off lower on the FC curve.
GrowerFlower 5 · Week 6 Generative
Deepen P3 dry-down to add ~1.4 pp overnight dryback (now 23.626 pp vs 25–35 pp target).
Room is generatively-steered but the slab is not drying back to the generative trigger. Lengthen P3 (cut last shot earlier / skip last P2) or trim P1 ramp by 1–2 shots so the slab enters lights-off lower on the FC curve.
GrowerFlower 6 · Bulking/Vegetative 2
Shorten P3 / add a late P2 shot — dryback 23.089 pp (~5.1 pp above 12–18 pp target).
Over-dry overnight risks a root-zone EC spike and morning re-saturation channeling. Add a small late-day P2 shot to lift the floor 1–2 pp, or shave 15–30 min off P3.
GrowerFlower 9 · Bulking/Vegetative 2
Shorten P3 / add a late P2 shot — dryback 22.385 pp (~4.4 pp above 12–18 pp target).
Over-dry overnight risks a root-zone EC spike and morning re-saturation channeling. Add a small late-day P2 shot to lift the floor 1–2 pp, or shave 15–30 min off P3.
GrowerFlower 12 · Bulking/Vegetative 2
Shorten P3 / add a late P2 shot — dryback 25.775 pp (~7.8 pp above 12–18 pp target).
Over-dry overnight risks a root-zone EC spike and morning re-saturation channeling. Add a small late-day P2 shot to lift the floor 1–2 pp, or shave 15–30 min off P3.
GrowerFlower 14 · Bulking/Vegetative 2
Shorten P3 / add a late P2 shot — dryback 18.304 pp (~0.3 pp above 12–18 pp target).
Over-dry overnight risks a root-zone EC spike and morning re-saturation channeling. Add a small late-day P2 shot to lift the floor 1–2 pp, or shave 15–30 min off P3.
OwnerFlower 1 · Week 6 Generative
Lift feed EC and tighten runoff — substrate EC 5.003 mS vs 6.0–8.0 mS target.
Substrate EC is the steering output; below-band in a generative window means the stack isn't building. Push feed EC up 0.2–0.3 mS and trim runoff to <15% until substrate EC climbs into band.
OwnerFlower 4 · Week 2 Generative
Lift feed EC and tighten runoff — substrate EC 3.46 mS vs 6.0–12.0 mS target.
Substrate EC is the steering output; below-band in a generative window means the stack isn't building. Push feed EC up 0.2–0.3 mS and trim runoff to <15% until substrate EC climbs into band.
OwnerFlower 5 · Week 6 Generative
Lift feed EC and tighten runoff — substrate EC 5.273 mS vs 6.0–8.0 mS target.
Substrate EC is the steering output; below-band in a generative window means the stack isn't building. Push feed EC up 0.2–0.3 mS and trim runoff to <15% until substrate EC climbs into band.
OwnerFlower 7 · Week 2 Generative
Lift feed EC and tighten runoff — substrate EC 3.807 mS vs 6.0–12.0 mS target.
Substrate EC is the steering output; below-band in a generative window means the stack isn't building. Push feed EC up 0.2–0.3 mS and trim runoff to <15% until substrate EC climbs into band.
OwnerFlower 8 · Week 8 Generative
Lift feed EC and tighten runoff — substrate EC 5.345 mS vs 6.0–8.0 mS target.
Substrate EC is the steering output; below-band in a generative window means the stack isn't building. Push feed EC up 0.2–0.3 mS and trim runoff to <15% until substrate EC climbs into band.
OwnerFlower 17 · Ripening/Generative 2
Lift feed EC and tighten runoff — substrate EC 5.362 mS vs 6.0–8.0 mS target.
Substrate EC is the steering output; below-band in a generative window means the stack isn't building. Push feed EC up 0.2–0.3 mS and trim runoff to <15% until substrate EC climbs into band.

Data Quality & CoverageCalidad y Cobertura de Datos

Per-room reading counts, day-coverage and longest gap across the 14-day window (room-mean aggregates). All 13 rooms reported with full coverage and a max gap of ≤4 minutes — the substrate + climate mesh is healthy. Battery / RSSI / link-quality per device require the AROYA SPA /devices/ endpoint, which was not reachable in this unattended run; the per-room reading-cadence view below is the reliability proxy. See the companion Device Health dashboard.Conteos por sala, cobertura y mayor brecha en la ventana de 14 días. Todas las salas reportaron con cobertura completa.

RoomSubstrate readingsCoverage %Dryback days w/ datapore_EC days w/ dataLongest gapStatus
Flower 183,820100%14/1414/142 mincomplete
Flower 283,824100%14/1414/142 mincomplete
Flower 383,850100%14/1414/142 mincomplete
Flower 483,852100%14/1414/141 mincomplete
Flower 583,834100%14/1414/142 mincomplete
Flower 683,832100%14/1414/143 mincomplete
Flower 783,848100%14/1414/142 mincomplete
Flower 876,838100%14/1414/142 mincomplete
Flower 983,856100%14/1414/142 mincomplete
Flower 1283,786100%14/1414/144 mincomplete
Flower 1483,812100%14/1414/142 mincomplete
Flower 1783,868100%14/1414/142 mincomplete
Flower 1883,868100%14/1414/141 mincomplete