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Other literature type . 2025
License: CC BY
Data sources: ZENODO
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Project proposal . 2025
License: CC BY
Data sources: Datacite
ZENODO
Project proposal . 2025
License: CC BY
Data sources: Datacite
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AGeo‑Purifier — Integrated Field System for Carbon, Soil, and Microplastics in Precision Agriculture

Authors: margolin, ido;

AGeo‑Purifier — Integrated Field System for Carbon, Soil, and Microplastics in Precision Agriculture

Abstract

We propose an integrated, field‑deployable concept that couples Enhanced Rock Weathering (ERW) with PMMB (Pollen‑Microbiome Media & Biofilms), waste‑calcium alkalinity sources (eggshell/calcium carbonate fines/CRC), biochar sorption layers, and an AI‑enabled Purifying Rotor mounted on agricultural vehicles. The system performs three concurrent functions: (1) accelerates inorganic carbon capture via alkalinity (HCO₃⁻/CO₃²⁻) driven by Ca–Mg release and microbially enhanced silicate dissolution; (2) increases stable soil organic carbon via PMMB‑biofilm micro‑aggregates and biochar scaffolds; (3) removes microplastics and tyre‑wear particles from service tracks through in‑motion filtration in the wheel module. A front Soil‑Sense Bar (NIR + EC + point pH) guides variable‑rate dosing of basalt:calcite and triggers rotor operating modes. A lightweight MRV protocol logs alkalinity/DIC in runoff, soil pH/Si, EC, and captured microplastics mass, producing per‑hectare tCO₂ and g‑MPs metrics. What’s new: a unified, farm‑scale architecture that merges ERW + PMMB + Ca‑waste alkalinity + biochar + in‑motion MP capture and AI‑guided variable dosing on the same vehicle, with a single MRV ledger. This is positioned as a Concept/Theoretical framework with a practical pilot plan.

Keywords

Enhanced Rock Weathering, PMMB, biochar, eggshell calcium, CRC fines, microplastics, tyre wear, variable‑rate dosing, MRV, precision agriculture.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green