Systems, methods, and computer-readable media for detection and monitoring of soil carbon sequestration

Abstract

A system for detection and monitoring of soil health comprises a plurality of carbon sensor devices, each being configured to be planted in soil at a plurality of sites, a network interface configured to aggregate outputs generated by the plurality of carbon sensor devices, one or more processors, and one or more computer-readable media. Executable instructions are saved on the one or more media and, when executed by the one or more processors, configure the system to perform preprocessing the aggregated outputs, analyzing, by a machine learning algorithm, the preprocessed outputs with environmental parameters, estimating a soil parameter of the plurality of sites, and estimating a local soil parameter for at least a subset of the plurality of sensor sites based on the estimated soil parameter.

Dependencies are inferred from the claim text.