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2 papersLast indexed Aug 31, 2026
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Jul 26, 2026·Zenodo (CERN European Organization for Nuclear Research)
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The Agritech Singularity: Solving the Global Food-Water Impasse via the Pure-Milk Green Finance Matrix (v3.0)

David Michael Seagal

This CERN-style open-science briefing presents Version 3.0 of the Pure-Milk Green Finance Matrix, an integrated agritech framework designed to resolve the global tension between intensive dairy production and freshwater protection. Building on earlier versions, it introduces a four-stage on-farm water treatment architecture combining biomimetic hydrodynamic shearing, advanced materials, opto-acoustic cleaning, and magnetic water conditioning. The system captures nitrates and nutrients at the farm gate, recirculates them into decentralized aeroponic forage production, reduces enteric methane, and delivers purified water to livestock while eliminating chemical cleaning and frequent filter replacement. Powered by multi-source environmental energy harvesting (solar, thermoelectric, and triboelectric), the framework transforms environmental compliance from a cost burden into a high-yield, closed-loop asset class. It aims to protect New Zealand’s $28+ billion dairy export engine, eliminate multi-billion-dollar water cleanup liabilities, and position the country as an exporter of regenerative agritech intellectual property. DOI: 10.5281/zenodo.21587166 Keywords Pure-Milk Green Finance Matrix Agritech Singularity Regenerative dairy farming On-farm nitrate capture Closed-loop nutrient cycling Biomimetic water filtration Aeroponic forage systems Methane reduction Sustainable intensification New Zealand dairy Green finance Water-energy-food nexus Zero-waste agriculture Carbon and nutrient recovery Precision agritech

Open access
2 source records
Phosphorus and nutrient management
Agriculture Sustainability and Environmental Impact
Innovations in Aquaponics and Hydroponics Systems
Original source
Nov 18, 2025·Current Journal of Applied Science and Technology
1 cites
Optimization in Hydroponic Agriculture through Synergistic Integration of DLT, IoT, and Artificial Intelligence Technologies

Béthel Atohoun, A. Charbel Atihou, Mikaël A. Mousse, Mithelle M. J. Alavo

To overcome the structural limitations of traditional hydroponic systems—inefficient input management, lack of verifiable traceability, high energy consumption, and absence of adaptive optimization—this paper presents an innovative architecture that synergistically integrates Distributed Ledger Technology (DLT), Internet of Things (IoT), and Artificial Intelligence (AI) to optimize resource management in controlled hydroponic environments. The proposed architecture constitutes a hybrid DTL, IoT and IA system founded on six principles: radical distribution of trust, defense in depth, verifiable trust through cryptographic proofs, modularity, native interoperability, and scalability. It comprises a distributed intelligent sensor network, a low-cost edge computing cluster, optimized artificial intelligence modules, and a DLT infrastructure based on Hyperledger Fabric with Raft consensus. Experimental results, obtained through system simulation on a 100 mÂČ greenhouse and validated by partial prototyping, demonstrate robust operational performance: average latency of 847 ms from sensor to blockchain, throughput of 150 transactions per second, availability of 99.7%, support for 500 simultaneous sensors, and energy autonomy of 14 months. AI models achieve 96.3% accuracy in nutritional prediction, with pH prediction error of 0.08 units and EC error of 15 ”S/cm. DDPG orchestration converges after 45 days with stabilization of the reward function. Comparative analysis reveals significant advantages: 18% yield increase, 15% reduction in input costs, 22% decrease in energy consumption during peak pricing periods, and 40% improvement in total cost of ownership over 5 years.

Open access
Innovations in Aquaponics and Hydroponics Systems
Smart Agriculture and AI
Greenhouse Technology and Climate Control
Original source