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This paper starts by saying challenges from climate change require new eco-friendly systems to make farming economic with social dimensions compatible with the environment plus ecosystem resilience. The suggest that CA can help by increasing C-sequestration in soils and plants. This research looks into the benefits of improved SOC when using CA in Portugal from the INFOSOLO legacy database was analyzed through statistical methodologies and machine-learning approaches.