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

Curaleaf NY · Irrigation, Climate & SteeringCuraleaf NY · Riego, Clima y Manejo

14-day deep dive across 24 active cultivation rooms · rockwool slab (SOILLESS) · phase-aware crop-steering review · irrigation-consistency focus · phases LIVE-verified against the 2026-07-10 HG roster (api.aroya.io /harvests/)Análisis de 14 días en 24 salas activas · sustrato rockwool · revisión de manejo por fase · fases verificadas en vivo contra el registro HG 2026-07-10

FacilityInstalaciónCuraleaf NY (ID 4412) WindowVentana2026-06-26 → 2026-07-10 (14 days) RoomsSalas24 cultivation rooms (flower + veg + mom) Phase mixMezcla fases6 bulking · 6 ripening · 10 early flower · 2 veg/mom SubstrateSustratoRockwool slab (SOILLESS) LightingIluminación12/12 flower · veg rooms 18/6 SourceFuenteAROYA public_api room chart (stitched 2-day windows, raw ~9-min cadence) · facility 4412 Report dateFecha informe2026-07-10

Headline FindingsHallazgos Principales

Peak-VWC spread (early flower)Dispersión VWC pico (floración temprana)

32.5 pp

daily peak VWC 42.9–75.5% — field capacity not normalized (F10 / F4 / F13 low)VWC pico diario — FC no normalizado

P1 onset spread (early flower)Dispersión inicio P1 (floración temprana)

4.25 h

07:07–11:22 ET across 10 rooms · ±2.39 h day-to-day per roomdispersión hora primer shot entre salas

Bulking cohort over-drying (persistent)Cohorte bulking sobre-secado (persistente)

6 / 6

rooms above the 12–18 pp bulking band (29.7–36.0 pp observed, absolute pp) — same finding as 2026-06-10salas sobre banda dryback bulking (pp absoluto)

Ripening cohort = the modelCohorte ripening = el modelo

27.7–34.1 pp

daily dryback vs 25–35 pp target · peak-VWC spread 5.4 ppdryback diario vs objetivo 25–35 pp

Stale HGs in roster (IPM flag)HGs obsoletos en registro

108

un-archived HGs past their end date · 13 harvested 3–8 weeks ago — corroborates the 7/9 pod reportHGs sin archivar tras su fecha final

Phases live-verifiedFases verificadas en vivo

24 / 24

HG roster pulled live 2026-07-10 · 21/24 rooms ≥90% hourly coverageregistro HG en vivo 2026-07-10

The Lead — what the 14 days tell usLa Lectura — lo que dicen los 14 días

24-room cultivation audit · facility 4412 · 2026-06-26 → 2026-07-10 (REAL 14-day trace, raw ~9-min cadence stitched from public_api; phases LIVE-verified against the 2026-07-10 HG roster). Phase distribution: 10 early flower / stretch, 6 bulking, 6 ripening, 2 veg. The lead — irrigation consistency (the team's own agenda): the data still confirms the instinct, and this window the early-flower cohort is where it concentrates. (1) Irrigation timing is not standardized. P1 onset across the 10 early-flower rooms spreads 4.25 h (07:07–11:22 ET) and the average early-flower room moves its own first shot ±2.39 h day-to-day (F10/F9/F13/F21 at ±3.2–3.6 h). Bulking holds a tighter 2.4 h spread (±1.21 h day-to-day). (2) Max VWC is not normalized — this is the widest gap on the deck. Daily peak VWC spreads 32.5 pp across early flower (42.9–75.5%): F10 (42.9%), F4 (43.5%) and F13 (55.8%) never return to the FC band the rest of the cohort holds (66–76%). Bulking, by contrast, normalized to a 4.3 pp spread this window — proof the deck can do it. (3) The bulking cohort is still over-drying — persistent finding. All 6 bulking rooms run 29.7–36.0 pp daily dryback (absolute pp, peak − pre-irrigation low) against the 12–18 pp bulking band, on 14.6–17.1 shots/day, with pore EC 5.69–8.28 mS pushing past the 4–7 mS bulking ceiling. Same read as the 2026-06-10 audit: generative-depth drybacks in the turgor-driven phase. (4) P2 discipline is inverted in places. Generatively-steered rooms carry heavy P2 maintenance (F24 at 9.4 pulses/day in early flower; F14 at 7.2 and F15 at 6.1 in ripening) while model rooms hold 1.9–4.1. (5) Ripening again grades best — dryback 27.7–34.1 pp against the 25–35 pp target, peak-VWC spread 5.4 pp. Plus one operational finding: the HG roster carries 108 un-archived harvest groups whose end dates are past (13 of them harvested 3–8 weeks ago) — this is the stale-assignment signature behind the 2026-07-09 report from the IPM team that pods still show a grow cycle that left weeks ago. Data window: 2026-06-26 → 2026-07-10; all 24 in-scope rooms span the full 14 days; 21/24 at ≥90% hourly-slot coverage (F14 83%, F15 87%, F16 Veg 83%); 1 room(s) carry zone-level sensor flags (bad zones excluded from room means). Shot counts and P1/P2 cadence are derived from VWC step-up signatures (≥0.8 pp rise between consecutive ~9-min samples) — no flow-meter telemetry (see §10 Data Quality).24-room cultivation audit · facility 4412 · 2026-06-26 → 2026-07-10 (REAL 14-day trace, raw ~9-min cadence stitched from public_api; phases LIVE-verified against the 2026-07-10 HG roster). Phase distribution: 10 early flower / stretch, 6 bulking, 6 ripening, 2 veg. The lead — irrigation consistency (the team's own agenda): the data still confirms the instinct, and this window the early-flower cohort is where it concentrates. (1) Irrigation timing is not standardized. P1 onset across the 10 early-flower rooms spreads 4.25 h (07:07–11:22 ET) and the average early-flower room moves its own first shot ±2.39 h day-to-day (F10/F9/F13/F21 at ±3.2–3.6 h). Bulking holds a tighter 2.4 h spread (±1.21 h day-to-day). (2) Max VWC is not normalized — this is the widest gap on the deck. Daily peak VWC spreads 32.5 pp across early flower (42.9–75.5%): F10 (42.9%), F4 (43.5%) and F13 (55.8%) never return to the FC band the rest of the cohort holds (66–76%). Bulking, by contrast, normalized to a 4.3 pp spread this window — proof the deck can do it. (3) The bulking cohort is still over-drying — persistent finding. All 6 bulking rooms run 29.7–36.0 pp daily dryback (absolute pp, peak − pre-irrigation low) against the 12–18 pp bulking band, on 14.6–17.1 shots/day, with pore EC 5.69–8.28 mS pushing past the 4–7 mS bulking ceiling. Same read as the 2026-06-10 audit: generative-depth drybacks in the turgor-driven phase. (4) P2 discipline is inverted in places. Generatively-steered rooms carry heavy P2 maintenance (F24 at 9.4 pulses/day in early flower; F14 at 7.2 and F15 at 6.1 in ripening) while model rooms hold 1.9–4.1. (5) Ripening again grades best — dryback 27.7–34.1 pp against the 25–35 pp target, peak-VWC spread 5.4 pp. Plus one operational finding: the HG roster carries 108 un-archived harvest groups whose end dates are past (13 of them harvested 3–8 weeks ago) — this is the stale-assignment signature behind the 2026-07-09 report from the IPM team that pods still show a grow cycle that left weeks ago. Data window: 2026-06-26 → 2026-07-10; all 24 in-scope rooms span the full 14 days; 21/24 at ≥90% hourly-slot coverage (F14 83%, F15 87%, F16 Veg 83%); 1 room(s) carry zone-level sensor flags (bad zones excluded from room means). Shot counts and P1/P2 cadence are derived from VWC step-up signatures (≥0.8 pp rise between consecutive ~9-min samples) — no flow-meter telemetry (see §10 Data Quality).

Prior-Commitment TrackerAuditoría de Compromisos Previos

Open commitments graded this cycleCompromisos abiertos calificados este ciclo

1 · Phil Huff (Mgr, Cultivation) — irrigation consistency (standing agenda). Graded against the 2026-06-10 audit: MIXED. Improved — the bulking cohort's peak-VWC spread collapsed from 20.3 pp to 4.3 pp (72.0–76.3%), and its day-to-day P1 onset settled to ±1.21 h. Not improved — bulking drybacks are STILL generative-depth (29.7–36.0 pp vs the 12–18 pp band; second consecutive window), and the inconsistency moved upstream: the early-flower cohort now spreads 4.25 h on P1 onset and 32.5 pp on peak VWC. The "one P1 clock per phase recipe" rec from 2026-06-10 has not landed.
2 · Will Tobin (Supervisor, Fertigation) — runoff data review (1:1, 2026-05-26). Status: still BLOCKED on telemetry — no runoff volume or runoff-EC series exists in the facility 4412 chart payload. §9 keeps the review path (drain-sensor commissioning or a 1-week manual runoff log vs the 20–30% bulking target). Related — AutomAIt tank sizing (Tobin, 6/26 email): Will is sizing 4+ tanks around ~8,000 gal/day (recipe A) + ~3,000 gal/day (recipe B); §7's observed shots/day by phase (14.6–17.1 in bulking, 4.7–15.5 in early flower) is the demand-side rhythm those tanks must cover; the runoff log would close the loop on daily volume.
3 · Shaylea Haight (IPM supervisor, 7/9) — pods showing a "current grow cycle (mid flower)" that left ~5 weeks ago. Status: CORROBORATED at the roster level — the live HG pull finds 108 un-archived HGs past their end date, including 13 harvested 3–8 weeks ago (e.g. H-2026-053 F20 26H3, harvested 2026-05-31; H-2026-057 F19 26H3, 2026-06-13). Stale room/zone bindings from those HGs are the likely source of the pod display; zone-level binding could not be verified from the summary payload this run. Fix path in §9.
4 · Prior audit (2026-05-27 → 2026-06-10) deltas: the consistency problem is persistent, not a one-window artifact — it has rotated with the crop cohorts (the June bulking rooms are now this window's ripening/early-flower rooms).1 · Phil Huff — consistencia de riego: MIXTO — VWC pico de bulking normalizado; drybacks de bulking siguen sobre banda; la dispersión se movió a floración temprana. 2 · Will Tobin — runoff: aún bloqueado por telemetría; dimensionamiento de tanques AutomAIt en §7/§9. 3 · Shaylea Haight — HGs obsoletos: corroborado (108 HGs sin archivar). 4 · El problema persiste entre ventanas.

HVAC CapacityCapacidad HVAC

Per-room read on whether HVAC holds the room inside its phase VPD window, lights-on/off air-temp swing, RH compliance, and CO₂ dose. Hot rooms with negative DIF 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.

RoomSala	PhaseFase	VPD on (kPa)	VPD off	Temp on (°F)	Temp off (°F)	DIF (°F)	RH on (%)	CO₂ on (ppm)	VPD-stress h/d	VerdictVeredicto
NY F16 Veg	Vegetative	1.91	1.72	82.6	80.8	1.8	49.8	894	high-VPD episodes	hot/dry
Veg 2	Vegetative	1.28	1.16	80.4	77.0	3.4	64.1	901	high-VPD episodes	review
NY F1	Early Flower / Stretch	1.12	1.00	76.3	73.2	3.1	64.0	928	—	review
NY F10	Early Flower / Stretch	1.45	1.30	76.8	73.4	3.4	53.7	838	high-VPD episodes	hot/dry
NY F13	Early Flower / Stretch	1.60	1.44	78.7	76.5	2.2	52.0	1065	high-VPD episodes	review
NY F18	Early Flower / Stretch	1.12	1.00	79.0	76.3	2.7	67.1	371	—	in band
NY F21	Early Flower / Stretch	1.46	1.31	75.3	73.8	1.5	51.2	933	high-VPD episodes	hot/dry
NY F22	Early Flower / Stretch	1.38	1.25	80.5	74.9	5.6	61.2	1541	high-VPD episodes	review
NY F24	Early Flower / Stretch	1.32	1.19	79.0	77.6	1.4	60.8	1393	high-VPD episodes	review
NY F4	Early Flower / Stretch	1.75	1.57	77.1	71.4	5.7	45.2	764	high-VPD episodes	review
NY F5	Early Flower / Stretch	1.38	1.25	75.7	70.3	5.4	54.9	1013	high-VPD episodes	hot/dry
NY F9	Early Flower / Stretch	1.12	1.01	74.6	67.7	6.9	61.9	954	—	review
NY F11	Bulking / Vegetative 2	1.18	1.06	75.5	66.3	9.2	61.1	1063	high-VPD episodes	review
NY F17	Bulking / Vegetative 2	1.09	0.98	73.4	71.3	2.1	61.5	1273	high-VPD episodes	hot/dry
NY F19	Bulking / Vegetative 2	1.21	1.09	78.3	75.2	3.1	63.4	1221	—	in band
NY F2	Bulking / Vegetative 2	1.27	1.14	78.0	72.7	5.3	61.3	1011	—	in band
NY F20	Bulking / Vegetative 2	1.21	1.09	77.5	75.0	2.5	62.4	1197	—	in band
NY F23	Bulking / Vegetative 2	1.41	1.27	77.4	75.5	1.9	56.0	1433	high-VPD episodes	review
NY F12	Ripening / Generative 2	0.97	0.87	73.3	69.2	4.1	65.2	972	high-VPD episodes	review
NY F14	Ripening / Generative 2	1.29	1.16	75.3	73.6	1.7	56.9	1216	high-VPD episodes	review
NY F15	Ripening / Generative 2	1.28	1.15	76.8	73.9	2.9	59.3	1228	high-VPD episodes	review
NY F3	Ripening / Generative 2	0.88	0.79	73.2	70.6	2.6	68.5	913	high-VPD episodes	review
NY F7	Ripening / Generative 2	1.18	1.06	75.5	70.4	5.1	60.8	871	high-VPD episodes	review
NY F8	Ripening / Generative 2	1.12	1.01	77.5	72.3	5.2	65.2	966	high-VPD episodes	review

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 per-room correlation 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.

RoomSala	PhaseFase	Peak VPD (kPa)VPD pico	VWC envelope	Pore EC mean	Overnight dryback (absolute pp)Dryback nocturno (pp absoluto)	VPD on
NY F16 Veg	Vegetative	2.37	9.1–67.7%	3.60 mS stacking	12.3 pp in band	1.91
Veg 2	Vegetative	2.23	10.2–55.0%	3.15 mS stacking	14.5 pp in band	1.28
NY F1	Early Flower / Stretch	1.45	31.8–73.6%	4.92 mS low stack	35.2 pp above	1.12
NY F10	Early Flower / Stretch	1.97	1.1–71.3%	3.65 mS low stack	19.1 pp below	1.45
NY F13	Early Flower / Stretch	2.17	2.4–73.0%	4.80 mS low stack	29.0 pp in band	1.60
NY F18	Early Flower / Stretch	2.21	1.8–74.1%	5.22 mS low stack	30.1 pp above	1.12
NY F21	Early Flower / Stretch	1.90	1.0–76.7%	5.86 mS low stack	34.0 pp above	1.46
NY F22	Early Flower / Stretch	1.99	36.4–79.8%	7.26 mS stacking	33.0 pp above	1.38
NY F24	Early Flower / Stretch	1.59	34.0–74.1%	7.50 mS stacking	32.1 pp above	1.32
NY F4	Early Flower / Stretch	2.44	2.2–71.8%	3.75 mS low stack	22.7 pp in band	1.75
NY F5	Early Flower / Stretch	2.11	30.1–71.8%	5.02 mS low stack	32.8 pp above	1.38
NY F9	Early Flower / Stretch	1.62	0.9–72.5%	4.15 mS low stack	26.3 pp in band	1.12
NY F11	Bulking / Vegetative 2	2.28	31.1–75.9%	6.36 mS stacking	33.2 pp above	1.18
NY F17	Bulking / Vegetative 2	2.00	34.7–76.7%	8.28 mS stacking	34.3 pp above	1.09
NY F19	Bulking / Vegetative 2	1.73	33.0–73.8%	7.79 mS stacking	33.6 pp above	1.21
NY F2	Bulking / Vegetative 2	1.61	33.1–73.0%	5.69 mS stacking	33.9 pp above	1.27
NY F20	Bulking / Vegetative 2	1.53	32.3–78.3%	7.59 mS stacking	36.0 pp above	1.21
NY F23	Bulking / Vegetative 2	2.54	34.9–74.4%	8.27 mS stacking	29.7 pp above	1.41
NY F12	Ripening / Generative 2	1.33	36.6–72.9%	4.84 mS low stack	31.0 pp in band	0.97
NY F14	Ripening / Generative 2	1.62	27.7–72.1%	5.90 mS low stack	31.0 pp in band	1.29
NY F15	Ripening / Generative 2	2.30	30.9–78.2%	6.99 mS stacking	33.4 pp in band	1.28
NY F3	Ripening / Generative 2	1.16	31.6–70.4%	4.71 mS low stack	31.7 pp in band	0.88
NY F7	Ripening / Generative 2	1.56	34.2–75.5%	7.00 mS stacking	34.1 pp in band	1.18
NY F8	Ripening / Generative 2	1.72	38.7–74.4%	5.81 mS low stack	27.7 pp in band	1.12

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

Click a room chip to view its 14-day trajectory. Hold Shift or click "Compare mode" to overlay multiple rooms. Target bands shade automatically based on the selected room's current phase.Haz clic en un chip para ver la trayectoria de 14 días. Mantén Shift o activa "Modo comparar" para superponer varias salas.

Substrate pore EC · daily mean (mS)CE en sustrato · media diaria (mS)

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

VPD lights-on vs lights-off · daily (kPa)VPD luces-on vs luces-off · diario (kPa)

Air temp lights-on vs lights-off · daily (°F)Temp aire luces-on vs luces-off · diario (°F)

Room cards — live HG metadata & observed vs targetTarjetas por sala — metadatos HG en vivo

NY F16 Veg · Vegetative Room ID 16420 · FLOWER · 34 zones · SOILLESS HG H-2026-089. F14 26H4. FTZ. SHB. BNB. FKM. · AROYA phase "Veg" · harvest 2026-09-13 · 1504 plants · Foreign Kush Mints, Facetz, Sherbanger 22, Banana Belts

Coverage 83% · n=279 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 12.3 pp in band Peak VWC (daily mean) 62.6% P1 onset (ET) 08:36 Shots/day 8.3 Target 5–15 pp absolute (Vegetative) Pore EC mean / peak 3.60 / 5.18 mS in band EC stack Δ (14d peak − trough) +3.87 mS VPD mean / max 1.91 / 2.37 above Air temp mean (swing) 82.6°F (6.0°F) RH mean 49.8% CO₂ mean 894 ppm

Sensor anomaly: zone 75796: VWC dead (1.1% mean)

Steering intent: Vegetatively-steered (phase: Vegetative, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 12.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:36 ET ± 3.7 h day-to-day · 8.3 shots/day (VWC step-up derived) · 2.6 P2 maintenance pulses/day · pore EC mean 3.60 mS · VPD lights-on 1.91 kPa. Steering intent: Vegetatively-steered (phase: Vegetative, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 12.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:36 ET ± 3.7 h day-to-day · 8.3 shots/day (VWC step-up derived) · 2.6 P2 maintenance pulses/day · pore EC mean 3.60 mS · VPD lights-on 1.91 kPa.

Veg 2 · Vegetative Room ID 16550 · VEG · 36 zones · SOILLESS HG H-2026-091. F15 26H5. NVA. ATB. PDP. GKS. · AROYA phase "Veg" · harvest 2026-09-20 · 1328 plants · Atomic Breath, Novarine, Papaya Drip, Garlic Kush Mints

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 14.5 pp in band Peak VWC (daily mean) 47.8% P1 onset (ET) 10:08 Shots/day 3.9 Target 5–15 pp absolute (Vegetative) Pore EC mean / peak 3.15 / 9.59 mS in band EC stack Δ (14d peak − trough) +7.94 mS VPD mean / max 1.28 / 2.23 above Air temp mean (swing) 80.4°F (12.9°F) RH mean 64.1% CO₂ mean 901 ppm

Steering intent: Vegetatively-steered (phase: Vegetative, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 14.5 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:08 ET ± 3.9 h day-to-day · 3.9 shots/day (VWC step-up derived) · 0.1 P2 maintenance pulses/day · pore EC mean 3.15 mS · VPD lights-on 1.28 kPa. Steering intent: Vegetatively-steered (phase: Vegetative, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 14.5 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:08 ET ± 3.9 h day-to-day · 3.9 shots/day (VWC step-up derived) · 0.1 P2 maintenance pulses/day · pore EC mean 3.15 mS · VPD lights-on 1.28 kPa.

NY F1 · Early Flower / Stretch Room ID 18533 · FLOWER · 5 zones · SOILLESS HG H-2026-081. F1 26H4. ICG. MKM · AROYA phase "Early Flower GEN" · harvest 2026-08-16 · 540 plants · Mimosa Kush Mints, icy grapes

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 35.2 pp above Peak VWC (daily mean) 70.1% P1 onset (ET) 08:24 Shots/day 15.5 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 4.92 / 7.90 mS below EC stack Δ (14d peak − trough) +5.25 mS VPD mean / max 1.12 / 1.45 in band Air temp mean (swing) 76.3°F (12.4°F) RH mean 64.0% CO₂ mean 928 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 35.2 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:24 ET ± 0.8 h day-to-day · 15.5 shots/day (VWC step-up derived) · 4.1 P2 maintenance pulses/day · pore EC mean 4.92 mS · VPD lights-on 1.12 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 35.2 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:24 ET ± 0.8 h day-to-day · 15.5 shots/day (VWC step-up derived) · 4.1 P2 maintenance pulses/day · pore EC mean 4.92 mS · VPD lights-on 1.12 kPa.

NY F10 · Early Flower / Stretch Room ID 18542 · FLOWER · 5 zones · SOILLESS HG H-2026-086. F10 26H4. GDS · AROYA phase "Early Flower GEN" · harvest 2026-09-01 · 540 plants · Golden Sands

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 19.1 pp below Peak VWC (daily mean) 42.9% P1 onset (ET) 10:22 Shots/day 4.7 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 3.65 / 12.00 mS below EC stack Δ (14d peak − trough) +12.0 mS VPD mean / max 1.45 / 1.97 above Air temp mean (swing) 76.8°F (14.2°F) RH mean 53.7% CO₂ mean 838 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 19.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:22 ET ± 3.5 h day-to-day · 4.7 shots/day (VWC step-up derived) · 1.5 P2 maintenance pulses/day · pore EC mean 3.65 mS · VPD lights-on 1.45 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 19.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:22 ET ± 3.5 h day-to-day · 4.7 shots/day (VWC step-up derived) · 1.5 P2 maintenance pulses/day · pore EC mean 3.65 mS · VPD lights-on 1.45 kPa.

NY F13 · Early Flower / Stretch Room ID 16414 · FLOWER · 14 zones · SOILLESS HG H-2026-084. F13 26H4. ZGC. DEL. PAW. TRB. · AROYA phase "Early Flower GEN" · harvest 2026-09-02 · 1278 plants · Zesty Garlic Cookies, Delphi Diesel, PawPaw, Tri Berry

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 29.0 pp in band Peak VWC (daily mean) 55.8% P1 onset (ET) 09:30 Shots/day 8.2 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 4.80 / 8.41 mS below EC stack Δ (14d peak − trough) +8.41 mS VPD mean / max 1.60 / 2.17 above Air temp mean (swing) 78.7°F (8.6°F) RH mean 52.0% CO₂ mean 1065 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 29.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:30 ET ± 3.6 h day-to-day · 8.2 shots/day (VWC step-up derived) · 2.3 P2 maintenance pulses/day · pore EC mean 4.80 mS · VPD lights-on 1.60 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 29.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:30 ET ± 3.6 h day-to-day · 8.2 shots/day (VWC step-up derived) · 2.3 P2 maintenance pulses/day · pore EC mean 4.80 mS · VPD lights-on 1.60 kPa.

NY F18 · Early Flower / Stretch Room ID 16419 · FLOWER · 16 zones · SOILLESS HG H-2026-082. F18 26H4. WHG. BSS. SBC. RTO. · AROYA phase "Early Flower GEN" · harvest 2026-08-23 · 1462 plants · Strawberry Cough, White Hot Guava, Banana OG x Sunset Sherbert, Raspberry Turnover

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 30.1 pp above Peak VWC (daily mean) 71.7% P1 onset (ET) 10:12 Shots/day 13.4 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 5.22 / 9.62 mS below EC stack Δ (14d peak − trough) +6.23 mS VPD mean / max 1.12 / 2.21 in band Air temp mean (swing) 79.0°F (8.1°F) RH mean 67.1% CO₂ mean 371 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 30.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:12 ET ± 2.3 h day-to-day · 13.4 shots/day (VWC step-up derived) · 4.9 P2 maintenance pulses/day · pore EC mean 5.22 mS · VPD lights-on 1.12 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 30.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:12 ET ± 2.3 h day-to-day · 13.4 shots/day (VWC step-up derived) · 4.9 P2 maintenance pulses/day · pore EC mean 5.22 mS · VPD lights-on 1.12 kPa.

NY F21 · Early Flower / Stretch Room ID 16423 · FLOWER · 14 zones · SOILLESS HG H-2026-087. F21 26H4. GGP. MBG. BKB. GMH. · AROYA phase "Early Flower GEN" · harvest 2026-09-08 · 1278 plants · Moonbeam Gelato, Blackened Blue, Grandmas House, Giggin' Grapes

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 34.0 pp above Peak VWC (daily mean) 67.9% P1 onset (ET) 07:07 Shots/day 15.2 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 5.86 / 18.75 mS below EC stack Δ (14d peak − trough) +16.08 mS VPD mean / max 1.46 / 1.90 above Air temp mean (swing) 75.3°F (9.3°F) RH mean 51.2% CO₂ mean 933 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 34.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:07 ET ± 3.2 h day-to-day · 15.2 shots/day (VWC step-up derived) · 5.6 P2 maintenance pulses/day · pore EC mean 5.86 mS · VPD lights-on 1.46 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 34.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:07 ET ± 3.2 h day-to-day · 15.2 shots/day (VWC step-up derived) · 5.6 P2 maintenance pulses/day · pore EC mean 5.86 mS · VPD lights-on 1.46 kPa.

NY F22 · Early Flower / Stretch Room ID 16425 · FLOWER · 16 zones · SOILLESS HG H-2026-080. F22 26H4. JSS. TEX. SGK. WHR. · AROYA phase "Early Flower GEN" · harvest 2026-08-16 · 1536 plants · Titan Express, Jayna's Sunshine, Wrong Holler, Sugar Kushions

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 33.0 pp above Peak VWC (daily mean) 75.5% P1 onset (ET) 11:22 Shots/day 11.6 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 7.26 / 10.68 mS in band EC stack Δ (14d peak − trough) +5.78 mS VPD mean / max 1.38 / 1.99 above Air temp mean (swing) 80.5°F (15.4°F) RH mean 61.2% CO₂ mean 1541 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 33.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:22 ET ± 2.3 h day-to-day · 11.6 shots/day (VWC step-up derived) · 4.1 P2 maintenance pulses/day · pore EC mean 7.26 mS · VPD lights-on 1.38 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 33.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:22 ET ± 2.3 h day-to-day · 11.6 shots/day (VWC step-up derived) · 4.1 P2 maintenance pulses/day · pore EC mean 7.26 mS · VPD lights-on 1.38 kPa.

NY F24 · Early Flower / Stretch Room ID 16435 · FLOWER · 16 zones · SOILLESS HG F24 26H4 H-2026-078. WHG. BLB. PCH · AROYA phase "Early Flower GEN" · harvest 2026-09-14 · 1694 plants · Blue Lobster, White Hot Guava, Problem Child

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 32.1 pp above Peak VWC (daily mean) 71.5% P1 onset (ET) 08:58 Shots/day 15.4 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 7.50 / 9.28 mS in band EC stack Δ (14d peak − trough) +3.64 mS VPD mean / max 1.32 / 1.59 above Air temp mean (swing) 79.0°F (5.9°F) RH mean 60.8% CO₂ mean 1393 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 32.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:58 ET ± 1.1 h day-to-day · 15.4 shots/day (VWC step-up derived) · 9.4 P2 maintenance pulses/day · pore EC mean 7.50 mS · VPD lights-on 1.32 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 32.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:58 ET ± 1.1 h day-to-day · 15.4 shots/day (VWC step-up derived) · 9.4 P2 maintenance pulses/day · pore EC mean 7.50 mS · VPD lights-on 1.32 kPa.

NY F4 · Early Flower / Stretch Room ID 18536 · FLOWER · 5 zones · SOILLESS HG H-2026-085. F4 26H4. ZANGRIA · AROYA phase "Early Flower GEN" · harvest 2026-09-01 · 540 plants · Zangria

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 22.7 pp in band Peak VWC (daily mean) 43.5% P1 onset (ET) 09:01 Shots/day 7.5 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 3.75 / 12.13 mS below EC stack Δ (14d peak − trough) +12.13 mS VPD mean / max 1.75 / 2.44 above Air temp mean (swing) 77.1°F (19.7°F) RH mean 45.2% CO₂ mean 764 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 22.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:01 ET ± 1.3 h day-to-day · 7.5 shots/day (VWC step-up derived) · 2.3 P2 maintenance pulses/day · pore EC mean 3.75 mS · VPD lights-on 1.75 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 22.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:01 ET ± 1.3 h day-to-day · 7.5 shots/day (VWC step-up derived) · 2.3 P2 maintenance pulses/day · pore EC mean 3.75 mS · VPD lights-on 1.75 kPa.

NY F5 · Early Flower / Stretch Room ID 18537 · FLOWER · 5 zones · SOILLESS HG H-2026-088. F5 26H4. RZD. TKM. · AROYA phase "Early Flower GEN" · harvest 2026-09-06 · 562 plants · Razzle Dazzle, Thick Mints

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 32.8 pp above Peak VWC (daily mean) 69.5% P1 onset (ET) 07:48 Shots/day 14.6 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 5.02 / 7.10 mS below EC stack Δ (14d peak − trough) +5.08 mS VPD mean / max 1.38 / 2.11 above Air temp mean (swing) 75.7°F (16.6°F) RH mean 54.9% CO₂ mean 1013 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 32.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:48 ET ± 2.2 h day-to-day · 14.6 shots/day (VWC step-up derived) · 4.5 P2 maintenance pulses/day · pore EC mean 5.02 mS · VPD lights-on 1.38 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 32.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:48 ET ± 2.2 h day-to-day · 14.6 shots/day (VWC step-up derived) · 4.5 P2 maintenance pulses/day · pore EC mean 5.02 mS · VPD lights-on 1.38 kPa.

NY F9 · Early Flower / Stretch Room ID 18541 · FLOWER · 5 zones · SOILLESS HG H-2026-083. F9 26H4. SSG. CJY. · AROYA phase "Early Flower GEN" · harvest 2026-08-23 · 540 plants · Cap Junky, Singapore Sling

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 26.3 pp in band Peak VWC (daily mean) 66.3% P1 onset (ET) 09:23 Shots/day 11.5 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 4.15 / 15.00 mS below EC stack Δ (14d peak − trough) +12.21 mS VPD mean / max 1.12 / 1.62 in band Air temp mean (swing) 74.6°F (20.7°F) RH mean 61.9% CO₂ mean 954 ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 26.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:23 ET ± 3.6 h day-to-day · 11.5 shots/day (VWC step-up derived) · 3.2 P2 maintenance pulses/day · pore EC mean 4.15 mS · VPD lights-on 1.12 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 26.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:23 ET ± 3.6 h day-to-day · 11.5 shots/day (VWC step-up derived) · 3.2 P2 maintenance pulses/day · pore EC mean 4.15 mS · VPD lights-on 1.12 kPa.

NY F11 · Bulking / Vegetative 2 Room ID 18543 · FLOWER · 5 zones · SOILLESS HG H-2026-077. F11 26H4. MKM. TEX. · AROYA phase "Mid Flower BULK" · harvest 2026-08-05 · 533 plants · Mimosa Kush Mints, Titan Express

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 33.2 pp above Peak VWC (daily mean) 72.4% P1 onset (ET) 07:58 Shots/day 14.9 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 6.36 / 9.05 mS in band EC stack Δ (14d peak − trough) +5.73 mS VPD mean / max 1.18 / 2.28 below Air temp mean (swing) 75.5°F (26.4°F) RH mean 61.1% CO₂ mean 1063 ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 33.2 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:58 ET ± 1.7 h day-to-day · 14.9 shots/day (VWC step-up derived) · 5.1 P2 maintenance pulses/day · pore EC mean 6.36 mS · VPD lights-on 1.18 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 33.2 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:58 ET ± 1.7 h day-to-day · 14.9 shots/day (VWC step-up derived) · 5.1 P2 maintenance pulses/day · pore EC mean 6.36 mS · VPD lights-on 1.18 kPa.

NY F17 · Bulking / Vegetative 2 Room ID 16418 · FLOWER · 14 zones · SOILLESS HG H-2026-073. F17 26H4. GGP. GKS. IBM. ATB. · AROYA phase "Mid Flower BULK" · harvest 2026-07-26 · 1626 plants · Atomic Breath, Island Bloom, Giggin' Grapes, Garlic Kush Mints

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 34.3 pp above Peak VWC (daily mean) 75.8% P1 onset (ET) 08:54 Shots/day 17.1 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 8.28 / 10.32 mS above EC stack Δ (14d peak − trough) +4.85 mS VPD mean / max 1.09 / 2.00 below Air temp mean (swing) 73.4°F (11.3°F) RH mean 61.5% CO₂ mean 1273 ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 34.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:54 ET ± 0.9 h day-to-day · 17.1 shots/day (VWC step-up derived) · 8.4 P2 maintenance pulses/day · pore EC mean 8.28 mS · VPD lights-on 1.09 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 34.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:54 ET ± 0.9 h day-to-day · 17.1 shots/day (VWC step-up derived) · 8.4 P2 maintenance pulses/day · pore EC mean 8.28 mS · VPD lights-on 1.09 kPa.

NY F19 · Bulking / Vegetative 2 Room ID 16421 · FLOWER · 14 zones · SOILLESS HG F19 26H4. H-2026-079. TSK. RTO. IBM. FLF. · AROYA phase "Mid Flower BULK" · harvest 2026-08-09 · 1496 plants · Triple Stack, Floral Frost, Island Bloom, Raspberry Turnover

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 33.6 pp above Peak VWC (daily mean) 72.2% P1 onset (ET) 10:03 Shots/day 15.1 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 7.79 / 10.85 mS above EC stack Δ (14d peak − trough) +5.42 mS VPD mean / max 1.21 / 1.73 in band Air temp mean (swing) 78.3°F (10.0°F) RH mean 63.4% CO₂ mean 1221 ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 33.6 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:03 ET ± 1.3 h day-to-day · 15.1 shots/day (VWC step-up derived) · 6.7 P2 maintenance pulses/day · pore EC mean 7.79 mS · VPD lights-on 1.21 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 33.6 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:03 ET ± 1.3 h day-to-day · 15.1 shots/day (VWC step-up derived) · 6.7 P2 maintenance pulses/day · pore EC mean 7.79 mS · VPD lights-on 1.21 kPa.

NY F2 · Bulking / Vegetative 2 Room ID 18534 · FLOWER · 5 zones · SOILLESS HG H-2026-076. F2 26H4. TMT. · AROYA phase "Mid Flower BULK" · harvest 2026-08-05 · 540 plants · Triple Mints

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 33.9 pp above Peak VWC (daily mean) 72.0% P1 onset (ET) 08:50 Shots/day 14.8 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 5.69 / 8.00 mS in band EC stack Δ (14d peak − trough) +4.76 mS VPD mean / max 1.27 / 1.61 in band Air temp mean (swing) 78.0°F (14.7°F) RH mean 61.3% CO₂ mean 1011 ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 33.9 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:50 ET ± 1.0 h day-to-day · 14.8 shots/day (VWC step-up derived) · 3.9 P2 maintenance pulses/day · pore EC mean 5.69 mS · VPD lights-on 1.27 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 33.9 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:50 ET ± 1.0 h day-to-day · 14.8 shots/day (VWC step-up derived) · 3.9 P2 maintenance pulses/day · pore EC mean 5.69 mS · VPD lights-on 1.27 kPa.

NY F20 · Bulking / Vegetative 2 Room ID 16422 · FLOWER · 16 zones · SOILLESS HG H-2026-075. F20 26H4. ORZ. GLT. CBC. · AROYA phase "Mid Flower BULK" · harvest 2026-08-04 · 1461 plants · Orange Z, Cowboy Caviar, Gas Lit

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 36.0 pp above Peak VWC (daily mean) 76.3% P1 onset (ET) 09:08 Shots/day 16.6 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 7.59 / 9.40 mS above EC stack Δ (14d peak − trough) +4.24 mS VPD mean / max 1.21 / 1.53 in band Air temp mean (swing) 77.5°F (8.9°F) RH mean 62.4% CO₂ mean 1197 ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 36.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:08 ET ± 0.9 h day-to-day · 16.6 shots/day (VWC step-up derived) · 8.1 P2 maintenance pulses/day · pore EC mean 7.59 mS · VPD lights-on 1.21 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 36.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 09:08 ET ± 0.9 h day-to-day · 16.6 shots/day (VWC step-up derived) · 8.1 P2 maintenance pulses/day · pore EC mean 7.59 mS · VPD lights-on 1.21 kPa.

NY F23 · Bulking / Vegetative 2 Room ID 16426 · FLOWER · 14 zones · SOILLESS HG H-2026-074. F23 26H4. PDP. NVA. HKH. PCH. · AROYA phase "Mid Flower BULK" · harvest 2026-07-26 · 0 plants ·

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 29.7 pp above Peak VWC (daily mean) 72.9% P1 onset (ET) 10:22 Shots/day 14.6 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 8.27 / 11.02 mS above EC stack Δ (14d peak − trough) +4.93 mS VPD mean / max 1.41 / 2.54 above Air temp mean (swing) 77.4°F (12.2°F) RH mean 56.0% CO₂ mean 1433 ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 29.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:22 ET ± 1.5 h day-to-day · 14.6 shots/day (VWC step-up derived) · 6.6 P2 maintenance pulses/day · pore EC mean 8.27 mS · VPD lights-on 1.41 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 29.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:22 ET ± 1.5 h day-to-day · 14.6 shots/day (VWC step-up derived) · 6.6 P2 maintenance pulses/day · pore EC mean 8.27 mS · VPD lights-on 1.41 kPa.

NY F12 · Ripening / Generative 2 Room ID 18544 · FLOWER · 5 zones · SOILLESS HG H-2026-069. F12 26H4. BKB · AROYA phase "Flush/Senescence" · harvest 2026-07-12 · 689 plants · Blackened Blue

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 31.0 pp in band Peak VWC (daily mean) 71.4% P1 onset (ET) 08:37 Shots/day 10.1 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 4.84 / 7.65 mS below EC stack Δ (14d peak − trough) +5.31 mS VPD mean / max 0.97 / 1.33 below Air temp mean (swing) 73.3°F (16.2°F) RH mean 65.2% CO₂ mean 972 ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 31.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:37 ET ± 2.0 h day-to-day · 10.1 shots/day (VWC step-up derived) · 1.9 P2 maintenance pulses/day · pore EC mean 4.84 mS · VPD lights-on 0.97 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 31.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:37 ET ± 2.0 h day-to-day · 10.1 shots/day (VWC step-up derived) · 1.9 P2 maintenance pulses/day · pore EC mean 4.84 mS · VPD lights-on 0.97 kPa.

NY F14 · Ripening / Generative 2 Room ID 16413 · FLOWER · 16 zones · SOILLESS HG H-2026-067. F14 26H4. AMC. GMH.NVA.TKM.RZD. · AROYA phase "Flush/Senescence" · harvest 2026-07-12 · 1898 plants · Animal Mint Cake, Novarine, Grandmas House, Razzle Dazzle, Thick Mints

Coverage 83% · n=280 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 31.0 pp in band Peak VWC (daily mean) 69.0% P1 onset (ET) 08:13 Shots/day 15.6 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 5.90 / 9.11 mS below EC stack Δ (14d peak − trough) +6.17 mS VPD mean / max 1.29 / 1.62 below Air temp mean (swing) 75.3°F (6.0°F) RH mean 56.9% CO₂ mean 1216 ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 31.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:13 ET ± 3.9 h day-to-day · 15.6 shots/day (VWC step-up derived) · 7.2 P2 maintenance pulses/day · pore EC mean 5.90 mS · VPD lights-on 1.29 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 31.0 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:13 ET ± 3.9 h day-to-day · 15.6 shots/day (VWC step-up derived) · 7.2 P2 maintenance pulses/day · pore EC mean 5.90 mS · VPD lights-on 1.29 kPa.

NY F15 · Ripening / Generative 2 Room ID 16415 · FLOWER · 14 zones · SOILLESS HG H-2026-070. F15 26H4. FTZ. BNB. · AROYA phase "Late Flower GEN" · harvest 2026-07-19 · 1658 plants · Banana Belt, Facetz

Coverage 87% · n=293 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 33.4 pp in band Peak VWC (daily mean) 74.3% P1 onset (ET) 07:23 Shots/day 14.9 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 6.99 / 11.78 mS in band EC stack Δ (14d peak − trough) +8.24 mS VPD mean / max 1.28 / 2.30 below Air temp mean (swing) 76.8°F (10.0°F) RH mean 59.3% CO₂ mean 1228 ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 33.4 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:23 ET ± 2.5 h day-to-day · 14.9 shots/day (VWC step-up derived) · 6.1 P2 maintenance pulses/day · pore EC mean 6.99 mS · VPD lights-on 1.28 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 33.4 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 07:23 ET ± 2.5 h day-to-day · 14.9 shots/day (VWC step-up derived) · 6.1 P2 maintenance pulses/day · pore EC mean 6.99 mS · VPD lights-on 1.28 kPa.

NY F3 · Ripening / Generative 2 Room ID 18535 · FLOWER · 5 zones · SOILLESS HG H-2026-068. F3 26H4. MBG · AROYA phase "Flush/Senescence" · harvest 2026-07-12 · 692 plants · Moonbeam Gelato

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 31.7 pp in band Peak VWC (daily mean) 69.0% P1 onset (ET) 08:32 Shots/day 11.9 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 4.71 / 7.46 mS below EC stack Δ (14d peak − trough) +5.43 mS VPD mean / max 0.88 / 1.16 below Air temp mean (swing) 73.2°F (12.0°F) RH mean 68.5% CO₂ mean 913 ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 31.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:32 ET ± 1.2 h day-to-day · 11.9 shots/day (VWC step-up derived) · 3.4 P2 maintenance pulses/day · pore EC mean 4.71 mS · VPD lights-on 0.88 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 31.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:32 ET ± 1.2 h day-to-day · 11.9 shots/day (VWC step-up derived) · 3.4 P2 maintenance pulses/day · pore EC mean 4.71 mS · VPD lights-on 0.88 kPa.

NY F7 · Ripening / Generative 2 Room ID 18539 · FLOWER · 5 zones · SOILLESS HG H-2026-071. F7 26H4. ASG. · AROYA phase "Late Flower GEN" · harvest 2026-07-19 · 694 plants · Astro GMO

Coverage 100% · n=336 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 34.1 pp in band Peak VWC (daily mean) 73.3% P1 onset (ET) 08:24 Shots/day 14.9 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 7.00 / 10.17 mS in band EC stack Δ (14d peak − trough) +7.64 mS VPD mean / max 1.18 / 1.56 below Air temp mean (swing) 75.5°F (15.9°F) RH mean 60.8% CO₂ mean 871 ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 34.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:24 ET ± 0.5 h day-to-day · 14.9 shots/day (VWC step-up derived) · 4.8 P2 maintenance pulses/day · pore EC mean 7.00 mS · VPD lights-on 1.18 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 34.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:24 ET ± 0.5 h day-to-day · 14.9 shots/day (VWC step-up derived) · 4.8 P2 maintenance pulses/day · pore EC mean 7.00 mS · VPD lights-on 1.18 kPa.

NY F8 · Ripening / Generative 2 Room ID 18540 · FLOWER · 5 zones · SOILLESS HG H-2026-072. F8 26H4. FKM · AROYA phase "Late Flower GEN" · harvest 2026-07-19 · 694 plants · Foreign Kush Mints

Coverage 99% · n=334 hourly samples · 2026-06-26 → 2026-07-10

Daily dryback (mean, absolute pp) 27.7 pp in band Peak VWC (daily mean) 70.5% P1 onset (ET) 08:53 Shots/day 13.1 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 5.81 / 7.33 mS below EC stack Δ (14d peak − trough) +4.65 mS VPD mean / max 1.12 / 1.72 below Air temp mean (swing) 77.5°F (16.7°F) RH mean 65.2% CO₂ mean 966 ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 27.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:53 ET ± 1.0 h day-to-day · 13.1 shots/day (VWC step-up derived) · 3.6 P2 maintenance pulses/day · pore EC mean 5.81 mS · VPD lights-on 1.12 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, LIVE HG roster verified 2026-07-10). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 27.7 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 08:53 ET ± 1.0 h day-to-day · 13.1 shots/day (VWC step-up derived) · 3.6 P2 maintenance pulses/day · pore EC mean 5.81 mS · VPD lights-on 1.12 kPa.

Phase Biophysics & Irrigation InputsBiofísica y Entradas de Riego por Fase

For each room and current phase: overnight dryback (absolute pp), ET rate (%VWC/hr lights-off), FC daily mean, floor daily mean, substrate pore_EC, EC stack Δ (daily peak − trough), lights-on / lights-off VPD, DIF, soil-temp, CO₂, plus phase-target chips. Each block declares steering intent (generatively-steered vs vegetatively-steered) before the numbers. All numbers are 14-day room-aggregate stats across 2026-05-13 → 2026-05-26.Cada sala lidera con dryback absoluto (pp), luego ET, FC, piso, CE sustrato, Δ pila CE, VPD on/off, DIF, sustrato, CO₂.

NY F16 Veg · Vegetative

NY F16 Veg is vegetatively-steered. Overnight dryback 10.24 pp (in band vs 5–15 pp). ET rate 1.05 %VWC/hr (lights-off mean drop). FC daily mean 61.43% / floor 51.19%. Substrate pore EC 3.59 mS (in band vs 3.0–5.0 mS). Daily EC stack Δ (peak − trough proxy) +0.56 mS. Lights-on VPD 1.9 kPa (above vs 0.8–1.1 kPa), lights-off VPD 1.98 kPa. DIF -0.82 °F. CO₂ lights-on 900.63 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 5–15 ppSubstrate EC: 3.0–5.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 0.8–1.1 kPaTemp lights-on: 76–82 °F

Veg 2 · Vegetative

Veg 2 is vegetatively-steered. Overnight dryback 9.75 pp (in band vs 5–15 pp). ET rate 0.55 %VWC/hr (lights-off mean drop). FC daily mean 43.74% / floor 33.99%. Substrate pore EC 3.15 mS (in band vs 3.0–5.0 mS). Daily EC stack Δ (peak − trough proxy) +1.21 mS. Lights-on VPD 1.26 kPa (above vs 0.8–1.1 kPa), lights-off VPD 1.35 kPa. DIF -0.91 °F. CO₂ lights-on 894.87 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 5–15 ppSubstrate EC: 3.0–5.0 mSShot size: 3–5%P0 delay: 60–120 minVPD lights-on: 0.8–1.1 kPaTemp lights-on: 76–82 °F

NY F1 · Early Flower / Stretch (P3 push)

NY F1 is generatively-steered. Overnight dryback 33.34 pp (above vs 20–30 pp). ET rate 3.02 %VWC/hr (lights-off mean drop). FC daily mean 68.98% / floor 35.64%. Substrate pore EC 4.92 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +2.9 mS. Lights-on VPD 1.04 kPa (in band vs 1.0–1.2 kPa), lights-off VPD 1.19 kPa. DIF -5.64 °F. CO₂ lights-on 774.25 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F10 · Early Flower / Stretch (P3 push)

NY F10 is generatively-steered. Overnight dryback 14.67 pp (below vs 20–30 pp). ET rate 1.34 %VWC/hr (lights-off mean drop). FC daily mean 42.04% / floor 27.37%. Substrate pore EC 3.64 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +2.37 mS. Lights-on VPD 1.45 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.44 kPa. DIF -1.37 °F. CO₂ lights-on 653.1 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F13 · Early Flower / Stretch (P3 push)

NY F13 is generatively-steered. Overnight dryback 24.52 pp (in band vs 20–30 pp). ET rate 1.85 %VWC/hr (lights-off mean drop). FC daily mean 54.91% / floor 30.38%. Substrate pore EC 4.8 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +1.91 mS. Lights-on VPD 1.63 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.57 kPa. DIF -0.12 °F. CO₂ lights-on 1041.4 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F18 · Early Flower / Stretch (P3 push)

NY F18 is generatively-steered. Overnight dryback 26.34 pp (in band vs 20–30 pp). ET rate 2.05 %VWC/hr (lights-off mean drop). FC daily mean 70.58% / floor 44.24%. Substrate pore EC 5.22 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +1.53 mS. Lights-on VPD 1.15 kPa (in band vs 1.0–1.2 kPa), lights-off VPD 1.09 kPa. DIF +0.30 °F. CO₂ lights-on 346.6 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F21 · Early Flower / Stretch (P3 push)

NY F21 is generatively-steered. Overnight dryback 31.33 pp (above vs 20–30 pp). ET rate 2.37 %VWC/hr (lights-off mean drop). FC daily mean 65.95% / floor 34.62%. Substrate pore EC 5.85 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +4.48 mS. Lights-on VPD 1.55 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.37 kPa. DIF -0.54 °F. CO₂ lights-on 1019.88 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F22 · Early Flower / Stretch (P3 push)

NY F22 is generatively-steered. Overnight dryback 25.45 pp (in band vs 20–30 pp). ET rate 2.25 %VWC/hr (lights-off mean drop). FC daily mean 73.4% / floor 47.94%. Substrate pore EC 7.26 mS (in band vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +1.93 mS. Lights-on VPD 1.41 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.36 kPa. DIF -1.25 °F. CO₂ lights-on 1639.05 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F24 · Early Flower / Stretch (P3 push)

NY F24 is generatively-steered. Overnight dryback 28.85 pp (in band vs 20–30 pp). ET rate 2.35 %VWC/hr (lights-off mean drop). FC daily mean 69.28% / floor 40.43%. Substrate pore EC 7.5 mS (in band vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +1.53 mS. Lights-on VPD 1.37 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.28 kPa. DIF -0.95 °F. CO₂ lights-on 1475.47 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F4 · Early Flower / Stretch (P3 push)

NY F4 is generatively-steered. Overnight dryback 21.07 pp (in band vs 20–30 pp). ET rate 1.76 %VWC/hr (lights-off mean drop). FC daily mean 42.69% / floor 21.62%. Substrate pore EC 3.75 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +2.01 mS. Lights-on VPD 1.91 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.59 kPa. DIF +0.29 °F. CO₂ lights-on 606.5 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F5 · Early Flower / Stretch (P3 push)

NY F5 is generatively-steered. Overnight dryback 31.93 pp (above vs 20–30 pp). ET rate 2.04 %VWC/hr (lights-off mean drop). FC daily mean 68.89% / floor 36.96%. Substrate pore EC 5.02 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +1.8 mS. Lights-on VPD 1.67 kPa (above vs 1.0–1.2 kPa), lights-off VPD 1.1 kPa. DIF +1.61 °F. CO₂ lights-on 885.66 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F9 · Early Flower / Stretch (P3 push)

NY F9 is generatively-steered. Overnight dryback 22.29 pp (in band vs 20–30 pp). ET rate 1.91 %VWC/hr (lights-off mean drop). FC daily mean 64.94% / floor 42.65%. Substrate pore EC 4.15 mS (below vs 6.0–12.0 mS). Daily EC stack Δ (peak − trough proxy) +2.07 mS. Lights-on VPD 1.11 kPa (in band vs 1.0–1.2 kPa), lights-off VPD 1.12 kPa. DIF -1.70 °F. CO₂ lights-on 676.87 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 20–30 ppSubstrate EC: 6.0–12.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.0–1.2 kPaTemp lights-on: 76–82 °F

NY F11 · Bulking / Vegetative 2

NY F11 is vegetatively-steered. Overnight dryback 31.74 pp (above vs 12–18 pp). ET rate 2.5 %VWC/hr (lights-off mean drop). FC daily mean 71.41% / floor 39.67%. Substrate pore EC 6.36 mS (in band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough proxy) +3.67 mS. Lights-on VPD 1.26 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.1 kPa. DIF -5.11 °F. CO₂ lights-on 815.2 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 15–25 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 90–180 minVPD lights-on: 1.2–1.4 kPaTemp lights-on: 76–82 °F

NY F17 · Bulking / Vegetative 2

NY F17 is vegetatively-steered. Overnight dryback 31.43 pp (above vs 12–18 pp). ET rate 2.38 %VWC/hr (lights-off mean drop). FC daily mean 74.65% / floor 43.22%. Substrate pore EC 8.28 mS (above vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough proxy) +2.29 mS. Lights-on VPD 1.09 kPa (below vs 1.2–1.4 kPa), lights-off VPD 1.08 kPa. DIF -1.23 °F. CO₂ lights-on 1265.41 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 15–25 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 90–180 minVPD lights-on: 1.2–1.4 kPaTemp lights-on: 76–82 °F

NY F19 · Bulking / Vegetative 2

NY F19 is vegetatively-steered. Overnight dryback 30.88 pp (above vs 12–18 pp). ET rate 2.29 %VWC/hr (lights-off mean drop). FC daily mean 70.78% / floor 39.9%. Substrate pore EC 7.79 mS (above vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough proxy) +2.1 mS. Lights-on VPD 1.35 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.07 kPa. DIF +0.30 °F. CO₂ lights-on 1179.08 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 15–25 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 90–180 minVPD lights-on: 1.2–1.4 kPaTemp lights-on: 76–82 °F

NY F2 · Bulking / Vegetative 2

NY F2 is vegetatively-steered. Overnight dryback 32.23 pp (above vs 12–18 pp). ET rate 2.62 %VWC/hr (lights-off mean drop). FC daily mean 71.16% / floor 38.93%. Substrate pore EC 5.69 mS (in band vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough proxy) +2.41 mS. Lights-on VPD 1.31 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.23 kPa. DIF -1.20 °F. CO₂ lights-on 725.19 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 15–25 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 90–180 minVPD lights-on: 1.2–1.4 kPaTemp lights-on: 76–82 °F

NY F20 · Bulking / Vegetative 2

NY F20 is vegetatively-steered. Overnight dryback 32.91 pp (above vs 12–18 pp). ET rate 2.66 %VWC/hr (lights-off mean drop). FC daily mean 74.49% / floor 41.58%. Substrate pore EC 7.59 mS (above vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough proxy) +1.68 mS. Lights-on VPD 1.24 kPa (in band vs 1.2–1.4 kPa), lights-off VPD 1.19 kPa. DIF -1.14 °F. CO₂ lights-on 1416.74 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 15–25 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 90–180 minVPD lights-on: 1.2–1.4 kPaTemp lights-on: 76–82 °F

NY F23 · Bulking / Vegetative 2

NY F23 is vegetatively-steered. Overnight dryback 26.34 pp (above vs 12–18 pp). ET rate 2.22 %VWC/hr (lights-off mean drop). FC daily mean 71.64% / floor 45.3%. Substrate pore EC 8.27 mS (above vs 4.0–7.0 mS). Daily EC stack Δ (peak − trough proxy) +2.03 mS. Lights-on VPD 1.43 kPa (above vs 1.2–1.4 kPa), lights-off VPD 1.39 kPa. DIF -0.47 °F. CO₂ lights-on 1481.45 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 15–25 ppSubstrate EC: 4.0–7.0 mSShot size: 3–5%P0 delay: 90–180 minVPD lights-on: 1.2–1.4 kPaTemp lights-on: 76–82 °F

NY F12 · Ripening / Generative 2

NY F12 is generatively-steered. Overnight dryback 28.66 pp (in band vs 25–35 pp). ET rate 2.06 %VWC/hr (lights-off mean drop). FC daily mean 70.73% / floor 42.07%. Substrate pore EC 4.83 mS (below vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough proxy) +2.67 mS. Lights-on VPD 1.03 kPa (below vs 1.4–1.6 kPa), lights-off VPD 0.91 kPa. DIF -4.74 °F. CO₂ lights-on 851.26 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.4–1.6 kPaTemp lights-on: 72–78 °F

NY F14 · Ripening / Generative 2

NY F14 is generatively-steered. Overnight dryback 29.48 pp (in band vs 25–35 pp). ET rate 2.06 %VWC/hr (lights-off mean drop). FC daily mean 67.87% / floor 38.39%. Substrate pore EC 6.0 mS (in band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough proxy) +1.74 mS. Lights-on VPD 1.39 kPa (below vs 1.4–1.6 kPa), lights-off VPD 1.2 kPa. DIF -1.82 °F. CO₂ lights-on 1459.29 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.4–1.6 kPaTemp lights-on: 72–78 °F

NY F15 · Ripening / Generative 2

NY F15 is generatively-steered. Overnight dryback 32.6 pp (in band vs 25–35 pp). ET rate 2.66 %VWC/hr (lights-off mean drop). FC daily mean 73.0% / floor 40.41%. Substrate pore EC 7.16 mS (in band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough proxy) +2.68 mS. Lights-on VPD 1.39 kPa (below vs 1.4–1.6 kPa), lights-off VPD 1.18 kPa. DIF -1.39 °F. CO₂ lights-on 1509.09 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.4–1.6 kPaTemp lights-on: 72–78 °F

NY F3 · Ripening / Generative 2

NY F3 is generatively-steered. Overnight dryback 28.77 pp (in band vs 25–35 pp). ET rate 1.97 %VWC/hr (lights-off mean drop). FC daily mean 68.04% / floor 39.27%. Substrate pore EC 4.71 mS (below vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough proxy) +2.47 mS. Lights-on VPD 0.89 kPa (below vs 1.4–1.6 kPa), lights-off VPD 0.87 kPa. DIF -2.03 °F. CO₂ lights-on 799.36 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.4–1.6 kPaTemp lights-on: 72–78 °F

NY F7 · Ripening / Generative 2

NY F7 is generatively-steered. Overnight dryback 31.97 pp (in band vs 25–35 pp). ET rate 2.47 %VWC/hr (lights-off mean drop). FC daily mean 72.57% / floor 40.6%. Substrate pore EC 7.0 mS (in band vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough proxy) +2.95 mS. Lights-on VPD 1.25 kPa (below vs 1.4–1.6 kPa), lights-off VPD 1.11 kPa. DIF -3.56 °F. CO₂ lights-on 694.82 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.4–1.6 kPaTemp lights-on: 72–78 °F

NY F8 · Ripening / Generative 2

NY F8 is generatively-steered. Overnight dryback 26.02 pp (in band vs 25–35 pp). ET rate 1.78 %VWC/hr (lights-off mean drop). FC daily mean 69.92% / floor 43.9%. Substrate pore EC 5.81 mS (below vs 6.0–8.0 mS). Daily EC stack Δ (peak − trough proxy) +0.97 mS. Lights-on VPD 1.22 kPa (below vs 1.4–1.6 kPa), lights-off VPD 1.04 kPa. DIF -2.66 °F. CO₂ lights-on 777.54 ppm.

14-DAY ENVIRONMENTAL TRACE · ROOM-LEVEL DAILY MEAN

Air temp · day vs night °F · DIF = day − night

VPD envelope · lights-on vs lights-off kPa

Substrate state · VWC peak / trough · dryback % & pp

Steering signal · pore EC & daily EC stack Δ mS

RH lights-on & substrate temp · day vs night % & °F

Irrigation cadence · shot count & ET rate #/day & %VWC/hr

CURRENT PHASE TARGETS

Dryback (overnight, abs pp): 25–35 ppSubstrate EC: 6.0–8.0 mSShot size: 6–10%P0 delay: 120–240 minVPD lights-on: 1.4–1.6 kPaTemp lights-on: 72–78 °F

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), 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, the primary steering lever). The table below is the room-by-room answer to the consistency question: observed P1 onset (ET clock time ± day-to-day variation), shots/day, P2 pulses/day, daily peak VWC, and daily dryback — all derived from VWC step-up signatures (≥0.8 pp rise between consecutive ~9-min samples; no flow telemetry — see §10). Same-phase rooms should match on every column; the spreads are the finding.El día de 4 fases es la programación del controlador: P0 activación, P1 rampa, P2 mantenimiento, P3 dry-down. La tabla muestra valores observados derivados de firmas de subida VWC; salas de la misma fase deben coincidir en cada columna.

RoomSala	PhaseFase	P1 onset ET (± day-to-day)inicio ET (± diario)	Shots/day (VWC-derived)Shots/día (derivado VWC)	P2 pulses/daypulsos/día	Peak VWC (daily mean)VWC pico (media diaria)	Shot size targetTamaño shot objetivo	Daily dryback (absolute pp)Dryback diario (pp absoluto)	Steering intentIntención de manejo	Data agrees?¿Datos acuerdan?
NY F16 Veg	Vegetative	08:36 ± 3.7h	8.3	2.6	62.6%	3–5%	12.3 pp ± 3.8	Vegetative	agrees
Veg 2	Vegetative	10:08 ± 3.9h	3.9	0.1	47.8%	3–5%	14.5 pp ± 9.6	Vegetative	agrees
NY F1	Early Flower / Stretch	08:24 ± 0.8h	15.5	4.1	70.1%	6–10%	35.2 pp ± 2.5	Generative	over-dry
NY F10	Early Flower / Stretch	10:22 ± 3.5h	4.7	1.5	42.9%	6–10%	19.1 pp ± 14.7	Generative	under-dry
NY F13	Early Flower / Stretch	09:30 ± 3.6h	8.2	2.3	55.8%	6–10%	29.0 pp ± 13.6	Generative	agrees
NY F18	Early Flower / Stretch	10:12 ± 2.3h	13.4	4.9	71.7%	6–10%	30.1 pp ± 7.5	Generative	over-dry
NY F21	Early Flower / Stretch	07:07 ± 3.2h	15.2	5.6	67.9%	6–10%	34.0 pp ± 11.8	Generative	over-dry
NY F22	Early Flower / Stretch	11:22 ± 2.3h	11.6	4.1	75.5%	6–10%	33.0 pp ± 4.6	Generative	over-dry
NY F24	Early Flower / Stretch	08:58 ± 1.1h	15.4	9.4	71.5%	6–10%	32.1 pp ± 4.0	Generative	over-dry
NY F4	Early Flower / Stretch	09:01 ± 1.3h	7.5	2.3	43.5%	6–10%	22.7 pp ± 16.9	Generative	agrees
NY F5	Early Flower / Stretch	07:48 ± 2.2h	14.6	4.5	69.5%	6–10%	32.8 pp ± 6.0	Generative	over-dry
NY F9	Early Flower / Stretch	09:23 ± 3.6h	11.5	3.2	66.3%	6–10%	26.3 pp ± 5.1	Generative	agrees
NY F11	Bulking / Vegetative 2	07:58 ± 1.7h	14.9	5.1	72.4%	3–5%	33.2 pp ± 4.7	Vegetative	over-dry
NY F17	Bulking / Vegetative 2	08:54 ± 0.9h	17.1	8.4	75.8%	3–5%	34.3 pp ± 4.5	Vegetative	over-dry
NY F19	Bulking / Vegetative 2	10:03 ± 1.3h	15.1	6.7	72.2%	3–5%	33.6 pp ± 3.7	Vegetative	over-dry
NY F2	Bulking / Vegetative 2	08:50 ± 1.0h	14.8	3.9	72.0%	3–5%	33.9 pp ± 3.9	Vegetative	over-dry
NY F20	Bulking / Vegetative 2	09:08 ± 0.9h	16.6	8.1	76.3%	3–5%	36.0 pp ± 4.0	Vegetative	over-dry
NY F23	Bulking / Vegetative 2	10:22 ± 1.5h	14.6	6.6	72.9%	3–5%	29.7 pp ± 3.9	Vegetative	over-dry
NY F12	Ripening / Generative 2	08:37 ± 2.0h	10.1	1.9	71.4%	6–10%	31.0 pp ± 3.8	Generative	agrees
NY F14	Ripening / Generative 2	08:13 ± 3.9h	15.6	7.2	69.0%	6–10%	31.0 pp ± 9.5	Generative	agrees
NY F15	Ripening / Generative 2	07:23 ± 2.5h	14.9	6.1	74.3%	6–10%	33.4 pp ± 6.1	Generative	agrees
NY F3	Ripening / Generative 2	08:32 ± 1.2h	11.9	3.4	69.0%	6–10%	31.7 pp ± 3.6	Generative	agrees
NY F7	Ripening / Generative 2	08:24 ± 0.5h	14.9	4.8	73.3%	6–10%	34.1 pp ± 3.2	Generative	agrees
NY F8	Ripening / Generative 2	08:53 ± 1.0h	13.1	3.6	70.5%	6–10%	27.7 pp ± 2.7	Generative	agrees

Configuration — Phase Target RangesConfiguración — Rangos Objetivo de Fase

Per-room phase classification (LIVE HG roster, verified 2026-07-10) with the AROYA target band lookup for that phase: feed EC, P0 delay, P1 shot size, dryback (absolute pp), pore EC band, VPD band, and air-temp band. The §5 and §6 cards measure observed minus target.Clasificación de fase por sala (registro HG en vivo, verificado 2026-07-10) con búsqueda de bandas objetivo AROYA para esa fase.

Phase ladder — rockwool slab, generative crop-steeringEscalera de fases — rockwool, manejo generativo

Root-in (dryback 10–15 pp, shot 1–3%, EC feed ~3 mS, VPD ~0.8) → Veg (dryback 5–15 pp, shot 3–5%, substrate EC 3.0–5.0, VPD 0.8–1.1) → Early flower / stretch (dryback 20–30 pp absolute, shot 6–10%, P0 delay 120–240 min, substrate EC stacking 6.0–12.0, VPD 1.0–1.2) → Bulking / Veg 2 (dryback 12–18 pp, shot 3–5%, runoff 20–30%, substrate EC pulled back 4.0–7.0, VPD 1.2–1.4) → Ripening / Gen 2 (dryback 25–35 pp absolute · push to 40 pp final week, shot 6–10%, substrate EC restack 6.0–8.0, VPD 1.4–1.6). All numbers are AROYA Crop Steering: The Ultimate Guide; Grodan Cannabis Edition Ch. 3–4; Athena Vegetative Stage Guide; Growlink Crop Steering E-Book.Root-in (dryback 10–15 pp, shot 1–3%, CE alim. ~3 mS) → Veg (5–15 pp, 3–5%, CE 3.0–5.0) → Floración temprana (20–30 pp absoluto, 6–10%, retraso P0 120–240 min, CE apilando 6.0–12.0) → Bulking (12–18 pp, 3–5%, runoff 20–30%, CE 4.0–7.0) → Maduración (25–35 pp absoluto, 6–10%, CE re-apila 6.0–8.0).

RoomSala	Phase (inferred)Fase (inferida)	LightsLuces	Phase configConfig fase	P1 shot sizetamaño shot	Dryback target (absolute pp)Dryback objetivo (pp absoluto)	Pore EC bandBanda CE poro	VPD band on/offBanda VPD on/off	Temp on bandBanda temp on
NY F16 Veg SOILLESS · 34 zones · room ID 16420	Vegetative (live HG roster 2026-07-10)	12h photoperiod	Vegetative phase config	3–5% (P1 ramp)	5–15 pp absolute	3.0–5.0 mS	0.8–1.1 / 0.6–0.9 kPa	76–82°F
Veg 2 SOILLESS · 36 zones · room ID 16550	Vegetative (live HG roster 2026-07-10)	12h photoperiod	Vegetative phase config	3–5% (P1 ramp)	5–15 pp absolute	3.0–5.0 mS	0.8–1.1 / 0.6–0.9 kPa	76–82°F
NY F1 SOILLESS · 5 zones · room ID 18533	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F10 SOILLESS · 5 zones · room ID 18542	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F13 SOILLESS · 14 zones · room ID 16414	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F18 SOILLESS · 16 zones · room ID 16419	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F21 SOILLESS · 14 zones · room ID 16423	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F22 SOILLESS · 16 zones · room ID 16425	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F24 SOILLESS · 16 zones · room ID 16435	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F4 SOILLESS · 5 zones · room ID 18536	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F5 SOILLESS · 5 zones · room ID 18537	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F9 SOILLESS · 5 zones · room ID 18541	Early Flower / Stretch (live HG roster 2026-07-10)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
NY F11 SOILLESS · 5 zones · room ID 18543	Bulking / Vegetative 2 (live HG roster 2026-07-10)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
NY F17 SOILLESS · 14 zones · room ID 16418	Bulking / Vegetative 2 (live HG roster 2026-07-10)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
NY F19 SOILLESS · 14 zones · room ID 16421	Bulking / Vegetative 2 (live HG roster 2026-07-10)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
NY F2 SOILLESS · 5 zones · room ID 18534	Bulking / Vegetative 2 (live HG roster 2026-07-10)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
NY F20 SOILLESS · 16 zones · room ID 16422	Bulking / Vegetative 2 (live HG roster 2026-07-10)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
NY F23 SOILLESS · 14 zones · room ID 16426	Bulking / Vegetative 2 (live HG roster 2026-07-10)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
NY F12 SOILLESS · 5 zones · room ID 18544	Ripening / Generative 2 (live HG roster 2026-07-10)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
NY F14 SOILLESS · 16 zones · room ID 16413	Ripening / Generative 2 (live HG roster 2026-07-10)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
NY F15 SOILLESS · 14 zones · room ID 16415	Ripening / Generative 2 (live HG roster 2026-07-10)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
NY F3 SOILLESS · 5 zones · room ID 18535	Ripening / Generative 2 (live HG roster 2026-07-10)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
NY F7 SOILLESS · 5 zones · room ID 18539	Ripening / Generative 2 (live HG roster 2026-07-10)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
NY F8 SOILLESS · 5 zones · room ID 18540	Ripening / Generative 2 (live HG roster 2026-07-10)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°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; Grower = operador; Process = AROYA / Addium.

Grower Early-flower cohort (10 rooms) — standardize P1 onset and FC return

Program ONE P1 start per the early-flower recipe (lights-on + 120–240 min, generative) across all 10 rooms, and audit P1 shot count/size in the low-peak rooms — F10 (peak 42.9%, 4.7 shots/day), F4 (43.5%, 7.5) and F13 (55.8%, 8.2) vs the cohort's 66–76% and 11–15 shots/day

P1 onset spreads 4.25 h across the cohort (07:07–11:22 ET) and the four loosest rooms move their own onset ±3.2–3.6 h day-to-day (F10, F9, F13, F21). Peak VWC spreads 32.5 pp — same-phase rooms are returning to very different field capacities. If F10/F4 are freshly-flipped and still rooting in, label that in AROYA so the cohort comparison reads clean; if not, this is under-shot P1 or channeling on the slab face. F1 and F24 (±0.8–1.1 h onset, 70–72% peaks) are the in-cohort template.

Grower Bulking cohort (6 rooms) — pull drybacks back into the 12–18 pp band (2nd consecutive window)

Re-program the bulking recipe for a shallower P3: extend the last P2 pulse later into the photoperiod and/or add volume — daily dryback should land 12–18 pp absolute, not the observed 29.7–36.0 pp

All 6 bulking rooms (NY F17, NY F19, NY F20, NY F23, NY F2, NY F11) run generative-depth drybacks on 14.6–17.1 shots/day — the volume rhythm is there, but P3 starts too early and cuts too deep for a turgor-driven phase. Pore EC sits 5.69–8.28 mS against the 4–7 mS bulking ceiling (F17 8.28, F23 8.27) — the deep P3 is stacking EC the phase is supposed to be pulling back. This was the #1 rec on 2026-06-10 and grades unresolved.

Grower Generative windows — cut P2 maintenance pulses

Reduce P2 pulses where generative steering is the intent: F24 runs 9.4 P2 pulses/day in early flower GEN; F14 runs 7.2 and F15 6.1 in late flower / ripening

Generative phases want P1-to-FC then a hard P3, with P2 minimized — mid-day pulsing refills what the dry-down is trying to earn. Model rooms in the same phases hold 1.9–4.1 P2/day (F12 1.9, F3 3.4, F1 4.1). The AROYA phase names on the live roster ("Early Flower GEN", "Late Flower GEN") already state the intent; the controllers are contradicting it in 3 rooms.

Owner Per-phase steering principles — one-page recipe card per phase

Adopt the §8 phase ladder as the facility's controller spec — one P1 onset clock, shot size, P2 count, dryback target (absolute pp) and pore-EC band per phase recipe, programmed identically in every room running that recipe

The standing ask is "overall steering principles for each phase." The live roster's own phase names (Early Flower GEN → Mid Flower BULK → Late Flower GEN → Flush) encode the right intent; the observed data shows generative-depth drybacks in every flower phase including BULK. A written per-phase recipe turns intent into controller programming and makes next cycle's audit pass/fail per room. Bulking's peak-VWC normalization this window (4.3 pp spread) proves the deck executes when a single number is enforced.

Process HG roster hygiene — close out the stale harvest groups (IPM 7/9 flag)

Archive the 108 past-end un-archived HGs (13 harvested 3–8 weeks ago), verify pod/zone assignments point at the current 26H4/26H5 groups, and re-check the pods the IPM team flagged on 7/9

Pods showing a "current grow cycle (mid flower)" that left ~5 weeks ago is the user-visible symptom of stale HG assignments. The live roster confirms the hygiene gap at facility level. Also: room F6 (18538) returned zero telemetry for the entire window with no HG phase pointing at it — confirm it is genuinely empty/turnaround; and re-seat the dead-VWC zone flagged in NY F16 Veg.

Process Will Tobin — runoff data review + AutomAIt tank sizing cross-check

Run the 1-week manual runoff log (volume in vs out + runoff EC per room) against the 20–30% bulking runoff target, and use §7's per-phase shot rhythm as the demand curve for the 4-tank / ~8,000 + ~3,000 gal/day AutomAIt sizing

No runoff series exists in facility 4412 telemetry, so runoff % still cannot be graded — this closes Will's open 2026-05-26 commitment and de-risks the tank sizing decision with measured daily volumes instead of recipe nameplates. The bulking cohort's EC creep (up to 8.3 mS) is exactly the signature runoff data would explain.

Data Quality & LimitationsCalidad de Datos y Limitaciones

Sensor coverage, missing windows, and exclusions. Coverage is the % of expected hourly 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.

Audit-level limitationsLimitaciones de la auditoría

HG roster is LIVE this run — pulled 2026-07-10 from api.aroya.io /harvests/?facility=4412 (148 HGs). Phase labels come from each HG's currentPhase window containing the report date; no projection. Cultivar names resolved from the live /cultivars/ roster.
Shot counts and P1/P2 cadence are DERIVED, not measured — a "shot" is a VWC step-up of ≥0.8 pp between consecutive ~9-min samples on the zone-mean series. count_irrigation_events returned 0 for this facility (no drip-volume telemetry), and no flow-meter or valve-event series exists. Counts are reliable for rhythm/consistency comparison; absolute shot sizes (% of substrate volume) are not graded.
No runoff series exists for facility 4412 — runoff % and runoff EC cannot be graded. Will Tobin's runoff review needs drain-sensor commissioning or a manual runoff log.
Room NY F6 (18538) returned zero series for the entire window — no live HG phase points at it either; treated as empty/turnaround and excluded. Mom rooms were not in this pull's scope.
Coverage: all 24 reported rooms span the full 14-day window; 21/24 hold ≥90% hourly-slot coverage. NY F14 (83.3%), NY F15 (87.2%) and NY F16 Veg (83.0%) carry intra-window gaps — their means are computed on present samples only and marked in the table below.
P1 onset clock times are America/New_York (EDT). Lights-on is estimated from each room's mean diurnal air-temp ramp; where that estimate failed, P0 delay is suppressed rather than reported wrong, and P1 onset (clock time) is the consistency metric.
Daily dryback (absolute pp) = daily peak VWC − the following pre-irrigation low on the zone-mean series, averaged across the window. Per AROYA convention, never expressed relative to field capacity.
Dry / storage / quarantine rooms excluded — IDs 18591, 18552, 16409, 17182, 17183, 17184, 19436.
Zone-level sensor flags — flagged zones (pegged pore EC, dead/flatlined VWC) are EXCLUDED from room means and listed on each room card; NY F16 Veg carries a dead-VWC zone this window.

RoomSala	VWC coverageCobertura VWC	Pore EC coverageCobertura CE poro	Climate coverageCobertura clima	SamplesMuestras	NotesNotas
NY F16 Veg	83%	83%	83%	14d (n=279)	Sensor flag: zone 75796: VWC dead (1.1% mean)
Veg 2	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F1	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F10	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F13	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F18	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F21	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F22	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F24	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F4	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F5	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F9	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F11	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F17	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F19	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F2	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F20	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F23	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F12	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F14	83%	83%	83%	14d (n=280)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F15	87%	87%	87%	14d (n=293)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F3	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F7	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
NY F8	99%	99%	99%	14d (n=334)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained