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

POWRHOUSE · 2-Week Cultivation AuditPOWRHOUSE · Auditoría de Cultivo 2 Semanas

5-room tracking audit · 14-day real trace · graded against the 2026-06 long-term commitments · generated end-to-end via aroya-sdk v0.2.0Auditoría de 5 salas · traza real de 14 días · evaluada contra compromisos previos

FacilityInstalaciónPOWRHOUSE (ID 3754) WindowVentana2026-05-27 → 2026-06-10 (14 days) RoomsSalasPOWR 1–4 (flower) + Veg Room Active HGsHGs activosPOWR 1 Upper+Lower · POWR 4 (Bulking/Veg 2) SourceFuentearoya-sdk v0.2.0 stitched pulls (2-day chunks, raw ~9-min cadence) CoverageCobertura0.9991–0.9996 per room (gate passed natively) Report dateFecha2026-06-10

Headline FindingsHallazgos Principales

Data coverageCobertura

5 / 5

all rooms ≥0.999 over 14d · SDK gate passed natively≥0.999 cobertura

POWR 4 CO₂ (prior RED)CO₂ POWR 4

1487 ppm

resolved — steady (was crashing 1431→603)resuelto — estable

POWR 3 drain EC (prior RED)CE drenaje POWR 3

~14 mS

zone 57895 still 11.7→14.0 mS · leach NOT runaún alto · sin lavado

POWR 4 EC stackingCE POWR 4

+1.91 mS

4.1→5.9 over window · textbook generative bulkapilando bien

POWR 1 VPD (prior YELLOW)VPD POWR 1

0.89

still soft vs 1.2–1.4 bulking · sub-temp inversion persistsaún blando

POWR 2 flushLavado POWR 2

3.51 mS

EC pulled back (net -0.32) · ripening taper on tracken camino

The Lead — what the 14 days tell usLa Lectura

5-room cultivation audit · POWRHOUSE (facility 3754) · 2026-05-27 → 2026-06-10 — REAL 14-day trace, raw ~9-min cadence stitched into 2-day chunks via aroya-sdk v0.2.0, all five rooms ≥0.999 coverage with the pull-time coverage gate passing natively. This is a tracking audit — POWRHOUSE has prior commitments from the 2026-06 long-term review (POWR 3 was 34.1% of facility yield), so the read below grades against those promises, not as a cold start. The short version: (1) POWR 4 is the bright spot — the CO₂ crash flagged last time (1431→603 ppm) is resolved, holding steady ~1487 ppm, and it is the only room actively stacking EC (+1.91 mS, 4.1→5.9 over the window) — textbook generative bulking. Its VPD is still soft (0.78 kPa) so that recommendation only partly landed. (2) POWR 3's drain-EC problem is unresolved — zone 57895 still reads 11.7→14.0 mS drain EC (peak 14.9), the 24 h leach we asked for has not been run. Substrate EC averages 7.01 mS at the top of the band; this is the highest-priority open item. (3) POWR 1 holds its bulking pattern but VPD stays soft (0.89 kPa vs 1.2–1.4) and the substrate-temp inversion persists (substrate 77.5°F ≥ air 77.5°F) — both prior YELLOW items are unchanged. (4) POWR 2 is mid-flush for turnover — substrate EC pulled back to 3.51 mS (net -0.32), tracking the ripening taper plan. (5) Veg Room runs an 18/6 day with a shallow 3.8 pp dryback and low 4.02 mS EC — appropriate for veg. Data window: 2026-05-27 → 2026-06-10; coverage 0.9991–0.9996 per room (Data Quality). Shot counts are derived from VWC step-up signatures (≥2 pp jumps in 1-h bins) — see the footnote. Dryback is in absolute pp (peak VWC − pre-irrigation low) throughout, per AROYA convention.5-room cultivation audit · POWRHOUSE (facility 3754) · 2026-05-27 → 2026-06-10 — REAL 14-day trace, raw ~9-min cadence stitched into 2-day chunks via aroya-sdk v0.2.0, all five rooms ≥0.999 coverage with the pull-time coverage gate passing natively. This is a tracking audit — POWRHOUSE has prior commitments from the 2026-06 long-term review (POWR 3 was 34.1% of facility yield), so the read below grades against those promises, not as a cold start. The short version: (1) POWR 4 is the bright spot — the CO₂ crash flagged last time (1431→603 ppm) is resolved, holding steady ~1487 ppm, and it is the only room actively stacking EC (+1.91 mS, 4.1→5.9 over the window) — textbook generative bulking. Its VPD is still soft (0.78 kPa) so that recommendation only partly landed. (2) POWR 3's drain-EC problem is unresolved — zone 57895 still reads 11.7→14.0 mS drain EC (peak 14.9), the 24 h leach we asked for has not been run. Substrate EC averages 7.01 mS at the top of the band; this is the highest-priority open item. (3) POWR 1 holds its bulking pattern but VPD stays soft (0.89 kPa vs 1.2–1.4) and the substrate-temp inversion persists (substrate 77.5°F ≥ air 77.5°F) — both prior YELLOW items are unchanged. (4) POWR 2 is mid-flush for turnover — substrate EC pulled back to 3.51 mS (net -0.32), tracking the ripening taper plan. (5) Veg Room runs an 18/6 day with a shallow 3.8 pp dryback and low 4.02 mS EC — appropriate for veg. Data window: 2026-05-27 → 2026-06-10; coverage 0.9991–0.9996 per room (Data Quality). Shot counts are derived from VWC step-up signatures (≥2 pp jumps in 1-h bins) — see the footnote. Dryback is in absolute pp (peak VWC − pre-irrigation low) throughout, per AROYA convention.

Prior-Commitment ScorecardMarcador de Compromisos Previos

Each open item from the 2026-06 long-term review, graded against this window's data. GREEN = closed, AMBER = partial / unchanged, RED = unresolved. Two RED items closed (POWR 4 CO₂ resolved), one RED stays open (POWR 3 drain-EC leach), the YELLOW VPD/inversion items in POWR 1 are unchanged, and POWR 2's flush is on track.Cada compromiso previo evaluado contra los datos de esta ventana.

RoomSala	ItemÍtem	CommitmentCompromiso	GradeCalificación	What the data showsQué muestran los datos
POWR 3	POWR3-EC	Zone 57895 drain EC 11-12 mS sustained, no flush in 90d — schedule immediate 24h leach (0.5 mS feed).	RED · Still hot	POWR 3 zone 57895 drain EC still reads 11.7→14.0 mS over this window (peak 14.9) — the recommended 24 h leach has NOT been run. Substrate EC averages 7.0 mS (top of bulking band). The leach is still outstanding.
POWR 4	POWR4-VPD	VPD 0.67 (target 1.0-1.4), RH 78.7% — drop RH 15pp or raise temp 3F; fix VPD before irrigation.	AMBER · Partly addressed	POWR 4 VPD now 0.78 kPa (was 0.67) and RH 76.6% (was 78.7) — RH came down but VPD is still below the 1.0–1.4 target. Direction is right; not yet in band.
POWR 4	POWR4-CO2	CO2 1431->603 ppm (-58%) at window end — verify enrichment schedule, regulator + sensor cal.	GREEN · Resolved	POWR 4 CO₂ now steady at ~1487 ppm across the window (was crashing 1431→603) — enrichment is back online and stable. Closed.
POWR 1	POWR1-VPD	VPD 0.95 vs 1.2-1.4 bulking — drop RH 8pp or extend P3 dry-down 60min.	AMBER · Unchanged	POWR 1 VPD 0.89 kPa lights-on vs the 1.2–1.4 bulking target — still soft. RH 72.5% remains high. The P3 dry-down extension hasn't landed yet.
POWR 1	POWR1-SUBTEMP	Substrate-temp inversion (substrate >= canopy air) = anaerobic-root risk; restore between-shot oxygenation.	AMBER · Inversion persists	POWR 1 substrate 77.5°F vs canopy air 77.5°F — substrate still ≥ air (inversion persists, anaerobic-root risk).
POWR 2	POWR2-FLUSH	Active flush (drain 5.99->3.62, -39%) — hold 7-10d then taper for ripening.	GREEN · On track	POWR 2 substrate EC pulled back to 3.51 mS (window net -0.32) — the flush held and is tapering as expected for ripening/turnover. Tracking the plan.

Climate / HVAC ReadLectura Clima / HVAC

Per-room check on whether the room holds its phase VPD window, the lights-on vs lights-off air-temp swing (DIF), humidity against the phase target, and CO₂ dose. Humidity excursions in flower get flagged before they become a mold problem.Lectura por sala: VPD, DIF, 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)	Flag	VerdictVeredicto
POWR 1	Bulking	0.89	0.91	77.5	75.0	2.5	72.5	1469	VPD low / RH high	VPD+RH off
POWR 2	Ripening / Flush	1.01	1.05	73.3	72.9	0.4	63.4	847	VPD low / RH high	VPD+RH off
POWR 3	Bulking	1.00	1.20	74.1	70.9	3.2	65.0	1479	VPD low / RH high	VPD+RH off
POWR 4	Early Flower / Stretch	0.78	0.70	78.4	75.7	2.7	76.6	1487	VPD low / RH high	VPD+RH off
Veg Room	Vegetative	0.77	0.85	80.2	80.1	0.1	78.2	1338	VPD low / RH high	VPD+RH off

Climate ↔ Irrigation InterplayInteracción Clima ↔ Riego

Does the day's VPD profile match the day's shot rhythm and EC trajectory? A higher-VPD lights-on period pulls water out faster (higher ET) and needs P2 maintenance pulses to defend field capacity; a calmer day lets you cut P2 and drive a deeper P3 dry-down. Substrate EC is read as the output of steering — stacking in generative phases (good), pulling back in flush.¿El perfil VPD del día coincide con el ritmo de shots y la CE? La CE de sustrato es el resultado del manejo.

RoomSala	PhaseFase	VPD on (kPa)	VWC envelope	Pore EC (Δ window)	Overnight dryback (absolute pp)Dryback nocturno (pp absoluto)	ET (pp/h)
POWR 1	Bulking	0.89	32–73%	6.10 mS (+0.61) stacking	41.8 pp above	2.6
POWR 2	Ripening / Flush	1.01	23–54%	3.51 mS (-0.32) flushing	31.0 pp in band	1.6
POWR 3	Bulking	1.00	30–69%	7.01 mS (+0.51) stacking	38.4 pp above	2.3
POWR 4	Early Flower / Stretch	0.78	44–67%	4.85 mS (+1.91) stacking	22.3 pp in band	1.5
Veg Room	Vegetative	0.77	21–25%	4.02 mS (+0.01) flat	3.8 pp below	0.2

Per-Room Deep DiveAnálisis Sala por Sala

One card per room. Steering intent (vegetatively vs generatively) is stated before the numbers. Dryback is in absolute percentage points (peak VWC − pre-irrigation low), per AROYA convention. Substrate EC is the result of your steering, not a feed setting. Harvest-group metadata (strain cycle, flip/harvest dates, plant count) is shown where a live HG exists.Una tarjeta por sala. Intención de manejo antes de los números. Dryback en pp absolutos (puntos porcentuales).

Click a room to focus its card + chart trace. Toggle Compare mode to overlay multiple rooms.Haga clic en una sala para enfocarla. Active modo Comparar.

POWR 1 · Bulking Room ID 13617 · HG: Powr1 Lower + Powr1 Upper · 694 plants · Bulking/Vegetative 2

Coverage 99.91% · n=48 series · 2026-05-27 → 2026-06-10

Overnight dryback (absolute pp) 41.8 above Peak VWC (daily mean) 73% FC floor 43% Shots/day 11 Pore (substrate) EC 6.10 mS in band EC stack Δ (window) +0.61 mS Substrate temp (on/off) 77.5/76.5°F VPD (on/off) 0.89/0.91 kPa below Air temp (on/off) · DIF 77.5/75.0°F · 2.5 RH on / CO₂ 72.5% / 1469 ppm ET rate (lights-on) 2.6 pp/h

Steering intent: Generatively-steered — reads as Bulking (roster-verified against the live AROYA harvest-group). 2026-JUNE-Powr1 Lower — Bulking/Vegetative 2, flipped 2026-05-08, harvest 2026-07-08, 272 plants. 2026-JUNE-Powr1 Upper — Bulking/Vegetative 2, flipped 2026-05-08, harvest 2026-07-08, 422 plants. AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 41.8 pp absolute (peak VWC − pre-irrigation low) above, peak VWC ~73% holding to a field-capacity floor of 43%, substrate (pore) EC 6.10 mS in band (window net change +0.61 mS — stacking), ~11 shots/day, ET rate ~2.6 pp/h lights-on, substrate temp 77.5/76.5°F (on/off), VPD 0.89/0.91 kPa, RH 72.5%, CO₂ 1469 ppm. Note: POWR 1's window-mean dryback reads ~42 pp absolute because the daily peak→trough span is taken across the full day on a two-stack room; the true overnight dryback (pp) is shallower — read this as 'deep-swinging', not a literal 42 pp overnight pull. Steering intent: Generatively-steered — reads as Bulking (roster-verified against the live AROYA harvest-group). 2026-JUNE-Powr1 Lower — Bulking/Vegetative 2, flipped 2026-05-08, harvest 2026-07-08, 272 plants. 2026-JUNE-Powr1 Upper — Bulking/Vegetative 2, flipped 2026-05-08, harvest 2026-07-08, 422 plants. AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 41.8 pp absolute (peak VWC − pre-irrigation low) above, peak VWC ~73% holding to a field-capacity floor of 43%, substrate (pore) EC 6.10 mS in band (window net change +0.61 mS — stacking), ~11 shots/day, ET rate ~2.6 pp/h lights-on, substrate temp 77.5/76.5°F (on/off), VPD 0.89/0.91 kPa, RH 72.5%, CO₂ 1469 ppm. Note: POWR 1's window-mean dryback reads ~42 pp absolute because the daily peak→trough span is taken across the full day on a two-stack room; the true overnight dryback (pp) is shallower — read this as 'deep-swinging', not a literal 42 pp overnight pull.

POWR 2 · Ripening / Flush Room ID 13618 · between cycles · phase signal-inferred

Coverage 99.94% · n=97 series · 2026-05-27 → 2026-06-10

Overnight dryback (absolute pp) 31.0 in band Peak VWC (daily mean) 54% FC floor 40% Shots/day 4 Pore (substrate) EC 3.51 mS below EC stack Δ (window) -0.32 mS Substrate temp (on/off) 73.2/71.4°F VPD (on/off) 1.01/1.05 kPa below Air temp (on/off) · DIF 73.3/72.9°F · 0.4 RH on / CO₂ 63.4% / 847 ppm ET rate (lights-on) 1.6 pp/h

Steering intent: Generatively-steered — reads as Ripening / Flush (signal-inferred (no CURRENT harvest group this window — room is between cycles)). AROYA ripening / flush targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 31.0 pp absolute (peak VWC − pre-irrigation low) in band, peak VWC ~54% holding to a field-capacity floor of 40%, substrate (pore) EC 3.51 mS below (window net change -0.32 mS — pulling back / flushing), ~4 shots/day, ET rate ~1.6 pp/h lights-on, substrate temp 73.2/71.4°F (on/off), VPD 1.01/1.05 kPa, RH 63.4%, CO₂ 847 ppm. Steering intent: Generatively-steered — reads as Ripening / Flush (signal-inferred (no CURRENT harvest group this window — room is between cycles)). AROYA ripening / flush targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 31.0 pp absolute (peak VWC − pre-irrigation low) in band, peak VWC ~54% holding to a field-capacity floor of 40%, substrate (pore) EC 3.51 mS below (window net change -0.32 mS — pulling back / flushing), ~4 shots/day, ET rate ~1.6 pp/h lights-on, substrate temp 73.2/71.4°F (on/off), VPD 1.01/1.05 kPa, RH 63.4%, CO₂ 847 ppm.

POWR 3 · Bulking Room ID 13619 · between cycles · phase signal-inferred

Coverage 99.96% · n=72 series · 2026-05-27 → 2026-06-10

Overnight dryback (absolute pp) 38.4 above Peak VWC (daily mean) 69% FC floor 40% Shots/day 10 Pore (substrate) EC 7.01 mS above EC stack Δ (window) +0.51 mS Substrate temp (on/off) 72.9/67.1°F VPD (on/off) 1.00/1.20 kPa below Air temp (on/off) · DIF 74.1/70.9°F · 3.2 RH on / CO₂ 65.0% / 1479 ppm ET rate (lights-on) 2.3 pp/h

Steering intent: Generatively-steered — reads as Bulking (signal-inferred (no CURRENT harvest group this window — room is between cycles)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 38.4 pp absolute (peak VWC − pre-irrigation low) above, peak VWC ~69% holding to a field-capacity floor of 40%, substrate (pore) EC 7.01 mS above (window net change +0.51 mS — stacking), ~10 shots/day, ET rate ~2.3 pp/h lights-on, substrate temp 72.9/67.1°F (on/off), VPD 1.00/1.20 kPa, RH 65.0%, CO₂ 1479 ppm. Steering intent: Generatively-steered — reads as Bulking (signal-inferred (no CURRENT harvest group this window — room is between cycles)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 38.4 pp absolute (peak VWC − pre-irrigation low) above, peak VWC ~69% holding to a field-capacity floor of 40%, substrate (pore) EC 7.01 mS above (window net change +0.51 mS — stacking), ~10 shots/day, ET rate ~2.3 pp/h lights-on, substrate temp 72.9/67.1°F (on/off), VPD 1.00/1.20 kPa, RH 65.0%, CO₂ 1479 ppm.

POWR 4 · Early Flower / Stretch Room ID 13620 · HG: Powr4 · 406 plants · Bulking/Vegetative 2

Coverage 99.91% · n=39 series · 2026-05-27 → 2026-06-10

Overnight dryback (absolute pp) 22.3 in band Peak VWC (daily mean) 67% FC floor 52% Shots/day 6 Pore (substrate) EC 4.85 mS below EC stack Δ (window) +1.91 mS Substrate temp (on/off) 78.8/76.4°F VPD (on/off) 0.78/0.70 kPa below Air temp (on/off) · DIF 78.4/75.7°F · 2.7 RH on / CO₂ 76.6% / 1487 ppm ET rate (lights-on) 1.5 pp/h

Steering intent: Generatively-steered — reads as Early Flower / Stretch (roster-verified against the live AROYA harvest-group). 2026-JULY-Powr4 — Bulking/Vegetative 2, flipped 2026-05-25, harvest 2026-07-25, 406 plants. AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 22.3 pp absolute (peak VWC − pre-irrigation low) in band, peak VWC ~67% holding to a field-capacity floor of 52%, substrate (pore) EC 4.85 mS below (window net change +1.91 mS — stacking), ~6 shots/day, ET rate ~1.5 pp/h lights-on, substrate temp 78.8/76.4°F (on/off), VPD 0.78/0.70 kPa, RH 76.6%, CO₂ 1487 ppm. Steering intent: Generatively-steered — reads as Early Flower / Stretch (roster-verified against the live AROYA harvest-group). 2026-JULY-Powr4 — Bulking/Vegetative 2, flipped 2026-05-25, harvest 2026-07-25, 406 plants. AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 22.3 pp absolute (peak VWC − pre-irrigation low) in band, peak VWC ~67% holding to a field-capacity floor of 52%, substrate (pore) EC 4.85 mS below (window net change +1.91 mS — stacking), ~6 shots/day, ET rate ~1.5 pp/h lights-on, substrate temp 78.8/76.4°F (on/off), VPD 0.78/0.70 kPa, RH 76.6%, CO₂ 1487 ppm.

Veg Room · Vegetative Room ID 13621 · between cycles · phase signal-inferred

Coverage 99.91% · n=28 series · 2026-05-27 → 2026-06-10

Overnight dryback (absolute pp) 3.8 below Peak VWC (daily mean) 25% FC floor 25% Shots/day 0 Pore (substrate) EC 4.02 mS in band EC stack Δ (window) +0.01 mS Substrate temp (on/off) 75.3/75.5°F VPD (on/off) 0.77/0.85 kPa below Air temp (on/off) · DIF 80.2/80.1°F · 0.1 RH on / CO₂ 78.2% / 1338 ppm ET rate (lights-on) 0.2 pp/h

Steering intent: Vegetatively-steered — reads as Vegetative (signal-inferred (no CURRENT harvest group this window — room is between cycles)). AROYA vegetative targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 3.8 pp absolute (peak VWC − pre-irrigation low) below, peak VWC ~25% holding to a field-capacity floor of 25%, substrate (pore) EC 4.02 mS in band (window net change +0.01 mS — held flat), ~0 shots/day, ET rate ~0.2 pp/h lights-on, substrate temp 75.3/75.5°F (on/off), VPD 0.77/0.85 kPa, RH 78.2%, CO₂ 1338 ppm. Steering intent: Vegetatively-steered — reads as Vegetative (signal-inferred (no CURRENT harvest group this window — room is between cycles)). AROYA vegetative targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. The day runs P0 (lights-on → first shot), P1 (ramp back to field capacity + first runoff), P2 (maintenance pulses holding field capacity), P3 (overnight dry-down — the primary steering lever).
What the 14-day trace shows: overnight dryback 3.8 pp absolute (peak VWC − pre-irrigation low) below, peak VWC ~25% holding to a field-capacity floor of 25%, substrate (pore) EC 4.02 mS in band (window net change +0.01 mS — held flat), ~0 shots/day, ET rate ~0.2 pp/h lights-on, substrate temp 75.3/75.5°F (on/off), VPD 0.77/0.85 kPa, RH 78.2%, CO₂ 1338 ppm.

Room Trace — 6-Chart BiophysicsBiofísica — 6 Gráficos por Sala

For each room: VWC, pore EC, substrate temp, VPD, air-temp / RH, and CO₂ over the 14-day window, with phase target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air, CO₂).Por sala: VWC, CE poro, temp sustrato, VPD, temp aire / HR y CO₂, con bandas objetivo de fase.

POWR 1 Bulking

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Bulking target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Bulking target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).

VWC (%) absolute dryback target 12–18 pp · Bulking

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

POWR 2 Ripening / Flush

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Ripening / Flush target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Ripening / Flush target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).

VWC (%) absolute dryback target 25–35 pp · Ripening / Flush

Pore EC (mS/cm) phase stack band 6.0–8.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.4–1.6 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

POWR 3 Bulking

VWC (%) absolute dryback target 12–18 pp · Bulking

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

POWR 4 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Early Flower / Stretch target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Early Flower / Stretch target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).

VWC (%) absolute dryback target 20–30 pp · Early Flower / Stretch

Pore EC (mS/cm) phase stack band 6.0–12.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.0–1.2 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Veg Room Vegetative

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Vegetative target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, stitched from raw ~9-min cadence). Vegetative target bands shaded. Read top-to-bottom: dryback in pp (VWC) → EC stack (pore EC) → root-zone temp → atmosphere (VPD, air/RH, CO₂).

VWC (%) absolute dryback target 5–15 pp · Vegetative

Pore EC (mS/cm) phase stack band 3.0–5.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 0.8–1.1 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

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

The 4-phase day is how the controller is programmed: P0 activation (lights-on → first shot — let the plant wake and start transpiring), P1 ramp-up (small shots back to field capacity + first runoff), P2 maintenance (pulses holding VWC at field capacity), P3 dry-down (last shot → next morning — the main steering lever). Shots/day, peak VWC, the field-capacity floor and overnight dryback (absolute pp) are derived from VWC step-up signatures (≥2 pp jumps in 1-h bins; no valve telemetry).El día de 4 fases: P0 activación, P1 rampa, P2 mantenimiento, P3 dry-down. Valores derivados de subidas VWC.

RoomSala	PhaseFase	P1 onsetinicio	Shots/dayShots/día	Peak VWCVWC pico	FC floorPiso CC	Shot targetObjetivo shot	Overnight dryback (absolute pp)Dryback (pp absoluto)	SteeringManejo	Data agrees?¿Datos acuerdan?
POWR 1	Bulking	lights-on + P0 delay	11	73%	43%	3–5%	41.8 pp	Generatively	over-dry vs band
POWR 2	Ripening / Flush	lights-on + P0 delay	4	54%	40%	6–10%	31.0 pp	Generatively	agrees
POWR 3	Bulking	lights-on + P0 delay	10	69%	40%	3–5%	38.4 pp	Generatively	over-dry vs band
POWR 4	Early Flower / Stretch	lights-on + P0 delay	6	67%	52%	6–10%	22.3 pp	Generatively	agrees
Veg Room	Vegetative	lights-on + P0 delay	0	25%	25%	3–5%	3.8 pp	Vegetatively	under-dry

Shot count / day (chip-driven) VWC step-up derived

Pore EC stack (chip-driven) substrate EC = steering output

Overnight dryback — absolute pp (chip-driven)

Phase Target RangesRangos Objetivo de Fase

Per-room phase with the AROYA target band for that phase: P1 shot size, dryback (absolute pp), pore EC band, VPD band, air-temp band and RH band. POWR 1 + POWR 4 phases are roster-verified; POWR 2/3 and the Veg Room are signal-inferred (between cycles).Fase por sala con la banda objetivo AROYA. POWR 1 y POWR 4 verificadas por roster.

Phase ladder — crop-steering targetsEscalera de fases

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 (dryback 12–18 pp, shot 3–5%, runoff 20–30%, substrate EC 4.0–7.0, VPD 1.2–1.4) → Ripening (dryback 25–35 pp absolute · push 40 pp final week, shot 6–10%, substrate EC 6.0–8.0, VPD 1.4–1.6). Sources: AROYA Crop Steering: The Ultimate Guide; Grodan Cannabis Edition Ch. 3–4; Athena Vegetative Stage / Substrates Guide; Growlink Crop Steering E-Book.Root-in → Veg (5–15 pp) → Floración temprana (20–30 pp absoluto) → Bulking (12–18 pp) → Maduración (25–35 pp absoluto).

RoomSala	PhaseFase	LightsLuces	P1 shot sizetamaño	Dryback target (absolute pp)Dryback objetivo	Pore EC bandBanda CE	VPD on/offVPD on/off	Temp onTemp on	RH on
POWR 1 room ID 13617	Bulking (roster-verified)	~12/12	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	55–65%
POWR 2 room ID 13618	Ripening / Flush (signal-inferred)	~12/12	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	45–55%
POWR 3 room ID 13619	Bulking (signal-inferred)	~12/12	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	55–65%
POWR 4 room ID 13620	Early Flower / Stretch (roster-verified)	~12/12	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	55–65%
Veg Room room ID 13621	Vegetative (signal-inferred)	18/6	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	60–75%

RecommendationsRecomendaciones

Prioritized, plain-language. Owner = facility lead; Grower = day-to-day room operator; Process = AROYA / Addium follow-up. Each ties to the data, the phase target and the prior commitment it closes.Priorizadas. Owner = responsable; Grower = operador; Process = AROYA / Addium.

Grower POWR 3 — run the 24 h leach (closes prior RED)

Run the overdue 24 h leach on POWR 3 zone 57895: low-EC feed (~0.5 mS) until drain EC drops below ~6 mS, then resume the normal recipe. Drain EC there still reads 11.7→14.0 mS over this window.

This was the top RED from the long-term review and it has not moved — sustained 12–15 mS drain EC with no flush is salt accumulation that caps yield and risks lockout. POWR 3 carried 34.1% of facility yield last cycle, so this room is where the leach pays back hardest.

Grower POWR 1 — deepen P3, lift VPD into the bulking band

Extend the P3 dry-down (push the last shot earlier / lengthen the overnight gap) and drop RH ~8 pp so VPD climbs from 0.89 toward 1.2–1.4 kPa. Also restore between-shot oxygenation to break the substrate-temp inversion (substrate 77.5°F ≥ air 77.5°F).

Both items carried over as YELLOW and are unchanged. Soft VPD in bulking flattens transpiration and the EC stack; the substrate-warmer-than-air inversion is an anaerobic-root risk. Same fix family: more dry-down, drier air, more air movement at the root zone.

Grower POWR 4 — lift VPD to match the EC stack (partial prior item)

POWR 4 is stacking EC well (+1.91 mS) but VPD is still 0.78 kPa vs the 1.0–1.4 target. Pull RH down / nudge temp up so the climate matches the generative push the irrigation is already driving.

The CO₂ crash is fixed and the EC trajectory is textbook — but soft VPD is the last thing holding the room back from a clean generative bulk. Aligning VPD with the EC stack is the highest-ROI tweak here.

Grower POWR 2 — hold the flush, then taper for ripening

The flush is working — substrate EC pulled back to 3.51 mS (net -0.32). Hold 7–10 more days, then taper feed for ripening rather than letting EC free-fall.

This was an INFO item and it's on track. The risk now is over-flushing into ripening; a controlled taper keeps the EC restack ripening wants (6.0–8.0 mS) reachable.

Process Add a runoff signal + confirm POWR 2/3 phases at next pull

POWR 3 already exposes drain-flow index (zones 57889/57890/57895) — surface drain EC + runoff % in the live dashboard so leaching can be graded directly instead of inferred. Re-pull the harvest-group roster once POWR 2/3 restart so their phase labels become roster-verified.

Two rooms are between cycles, so their phases are signal-inferred this run. Drain telemetry exists in POWR 3 but isn't surfaced — wiring it in turns the POWR 3 leach into a measured, closeable item next audit.

Data Quality & LimitationsCalidad de Datos y Limitaciones

This report was generated end-to-end via aroya-sdk v0.2.0. All five rooms were pulled as 7 stitched 2-day chunks each (35 sequential /rooms/<id>/chart/ GETs), deduped on timestamp, with the pull-time coverage gate (threshold 0.90) passing natively — zero 429s, zero failed chunks. Coverage below is the SDK's per-room ratio.Reporte generado de extremo a extremo con aroya-sdk v0.2.0. Cobertura por sala del SDK.

Audit-level limitationsLimitaciones

POWR 2 & POWR 3 phases are SIGNAL-INFERRED — both rooms are between cycles with no CURRENT harvest group, so their phase labels (ripening/flush, bulking) are read from steering signatures (EC trajectory, dryback depth in pp, photoperiod), not the AROYA calendar. POWR 1 + POWR 4 are roster-verified (Bulking/Vegetative 2).
Shot counts are DERIVED, not measured — a "shot" is a VWC step-up of ≥2 pp between consecutive 1-h bins. No valve-event or flow-meter telemetry exists. Counts are reliable for rhythm/consistency; absolute shot volumes (% of substrate) are not graded.
POWR 1's window-mean dryback (~42 pp absolute) is span-inflated — it's taken as daily VWC peak − daily VWC trough across the full day on a two-stack room, which conflates intraday swing with the true overnight peak→pre-first-shot pull. Read it as "deep-swinging", not a literal 42 pp overnight dryback. The other rooms are less affected.
Photoperiod inference is coarse — lights-on hours are inferred from hour-of-day CO₂/temp ramp; POWR 1/3/4 read ~12/12, Veg Room ~18/6. Good enough for DIF; not exact.
POWR 3 drain EC is the strongest "hot zone" signal — zone 57895 drain EC 11.7→14.0 mS (peak 14.9). Drip EC there is ~2.7 mS, so the gap is genuine in-substrate accumulation, not feed.
Overnight dryback (absolute pp) = daily peak VWC − the following pre-irrigation low on the zone-mean series. Per AROYA convention, never expressed relative to field capacity.

RoomSala	SDK coverage ratioCobertura SDK	SeriesSeries	WindowVentana	ChunksTramos	NotesNotas
POWR 1	0.9991	48	14d (336 hr-bins)	7/7 ok	Full substrate + climate suite. Coverage gate passed natively at pull time (threshold 0.90).
POWR 2	0.9994	97	14d (336 hr-bins)	7/7 ok	Full substrate + climate suite. Coverage gate passed natively at pull time (threshold 0.90).
POWR 3	0.9996	72	14d (336 hr-bins)	7/7 ok	Full substrate + climate suite. Coverage gate passed natively at pull time (threshold 0.90).
POWR 4	0.9991	39	14d (336 hr-bins)	7/7 ok	Full substrate + climate suite. Coverage gate passed natively at pull time (threshold 0.90).
Veg Room	0.9991	28	14d (336 hr-bins)	7/7 ok	Full substrate + climate suite. Coverage gate passed natively at pull time (threshold 0.90).