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Production stack for AssayCore Agro

Core: PostgreSQL 16 + Redis 7 + Kafka 3.7 + MinIO + Keycloak 24 + Spring Boot 3.3 (Kotlin) + React 18/MUI + FastAPI ML (Python 3.11) + Nginx + Docker

Module-specific: Offline-first PWA (mobile GPS field collection) · ISRIC SoilGrids / USDA SSURGO / EU LUCAS reference DB · Mehlich-3 / Bray / Olsen / Morgan extractant calculations · John Deere Operations + Climate FieldView API · LightGBM yield predictor

Deployable on your infrastructure or our managed Hetzner. Self-hosted source-license available.

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Results

Analyte results · MRL flagging per EU 396/2005 · 48 results across 12 analytes

MRL Violations (EU 396/2005)

Out of Reference Range

Normal Results

Result ID	Sample	Field	Analyte	Result	Ref Range	EU MRL	Method	Analyst	Measured	Status
RES-030000	AGS-20260400	Green Oaks Farm	Total Nitrogen	840.046 mg/kg	1000 – 3000 mg/kg	-	ISO 10390	S. Patel	16 Jun, 16:51	WARNING
RES-030001	AGS-20260401	Riverside Plot A	Total Nitrogen	1556.611 mg/kg	1000 – 3000 mg/kg	-	ISO 13878	J. Martinez	15 Jun, 15:51	NORMAL
RES-030002	AGS-20260402	Green Oaks Farm	Total Nitrogen	2157.037 mg/kg	1000 – 3000 mg/kg	-	ISO 11885	J. Martinez	17 Jun, 04:51	NORMAL
RES-030003	AGS-20260403	North Fields	Total Nitrogen	2337.862 mg/kg	1000 – 3000 mg/kg	-	ISO 13878	J. Martinez	15 Jun, 17:51	NORMAL
RES-030004	AGS-20260404	Riverside Plot A	Phosphorus (P₂O₅)	81.617 mg/kg	100 – 600 mg/kg	-	ISO 13878	L. Chen	16 Jun, 16:51	WARNING
RES-030005	AGS-20260405	East Meadow	Phosphorus (P₂O₅)	433.171 mg/kg	100 – 600 mg/kg	-	EN 13650	J. Martinez	16 Jun, 13:51	NORMAL
RES-030006	AGS-20260406	Riverside Plot A	Phosphorus (P₂O₅)	377.343 mg/kg	100 – 600 mg/kg	-	EPA 6010D	L. Chen	16 Jun, 17:51	NORMAL
RES-030007	AGS-20260407	Sunflower Block 3	Phosphorus (P₂O₅)	88.155 mg/kg	100 – 600 mg/kg	-	ISO 13878	O. Novak	16 Jun, 13:51	WARNING
RES-030008	AGS-20260408	East Meadow	Potassium (K₂O)	494.943 mg/kg	150 – 700 mg/kg	-	ISO 10390	L. Chen	17 Jun, 10:51	NORMAL
RES-030009	AGS-20260409	North Fields	Potassium (K₂O)	206.909 mg/kg	150 – 700 mg/kg	-	ISO 10390	S. Patel	16 Jun, 19:51	NORMAL
RES-030010	AGS-20260410	Riverside Plot A	Potassium (K₂O)	98.025 mg/kg	150 – 700 mg/kg	-	ISO 11885	J. Martinez	16 Jun, 04:51	WARNING
RES-030011	AGS-20260411	Green Oaks Farm	Potassium (K₂O)	114.622 mg/kg	150 – 700 mg/kg	-	ISO 10390	O. Novak	16 Jun, 10:51	WARNING
RES-030012	AGS-20260412	Sunflower Block 3	pH	6.505	5.5 – 7.5	-	ISO 13878	O. Novak	15 Jun, 14:51	NORMAL
RES-030013	AGS-20260413	East Meadow	pH	6.687	5.5 – 7.5	-	EPA 6010D	L. Chen	16 Jun, 23:51	NORMAL
RES-030014	AGS-20260414	North Fields	pH	6.672	5.5 – 7.5	-	ISO 10390	J. Martinez	17 Jun, 11:51	NORMAL

1–15 / 48

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