A System and Method for Geometrodynamic Analysis of Agricultural Systems and Supply Chain Optimization via a Unified Multi-Dimensional Manifold
Year: 2025
Type: article
Abstract: : This disclosure details a system and method, designated SYNTHESIS-G, for the analysis, prediction, and optimization of agricultural and food supply chain systems. The invention's novelty resides in its use of a specific, axiomatically-derived, 11-dimensional geometric manifold, , as a universal state-space for the fusion and analysis of heterogeneous data. Data from sources including satellite remote sensing, terrestrial sensors, and economic indicators are mapped as tensors onto this manifold. The dynamics of the agricultural ecosystem are modeled using the principles of geometrodynamics, wherein system states evolve along geodesic pathways on the manifold. By computing these geodesics, the system provides unprecedented predictive insights into crop quality, yield, and environmental impact, and enables the optimization of resource allocation and supply chain logistics. This method supersedes prior art by replacing statistical correlation with a fundamental, generative model of system dynamics, thereby providing a more robust, predictive, and holistic framework for precision agriculture
Author: Yıldırım, Emirhan
Institution: Istanbul Medipol University
Language: English
Topic: Smart Agriculture and AI
Subfield: Plant Science
Domain: Life Sciences
SDG: Zero hunger
Open Access status: green
OpenAlex ID: W7087946145
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