AI-Driven Moisture Mapping for Smart Agriculture

Publication ID: 24-11856883_0008_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Driven Moisture Mapping for Smart Agriculture,” Published Technical Disclosure No. 24-11856883_0008_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856883_0008_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,856,883.

Background and Problem Solved

The original patent, 'Moisture and vegetative health mapping', addressed the limitation of individual probes inserted into the ground to detect moisture levels. However, it lacked the ability to integrate with other technologies to provide a comprehensive vegetative health management system. The new invention solves this problem by combining the patented invention with AI, IoT, blockchain, and new materials to create a synergistic system that provides real-time monitoring, predictive analytics, and autonomous decision-making.

Novelty and Inventive Step

The novelty of the invention lies in the synergistic combination of the moisture and vegetative health mapping device with AI, IoT, blockchain, and new materials. The inventive step is the integration of these distinct technologies to create a comprehensive vegetative health management system that provides real-time monitoring, predictive analytics, and autonomous decision-making.

Alternative Embodiments and Variations

Alternative embodiments of the invention may include integrating the moisture and vegetative health mapping device with other technologies, such as machine learning models, computer vision, or robotics. Variations of the invention may include different types of sensors, data analytics platforms, or actuation systems.

Potential Commercial Applications and Market

The invention has significant commercial potential in the agricultural, horticultural, and environmental industries. It can be used for precision agriculture, smart gardening, and environmental monitoring, providing a competitive advantage in terms of resource optimization, yield improvement, and environmental sustainability.

CPC Classifications

SectionClassGroup
A A01 A01C21/007
A A01 A01B69/004
A A01 A01C7/06
A A01 A01C7/102
A A01 A01C23/007
A A01 A01M7/0089
G G05 G05D1/0246
G G05 G05D1/0257
G G06 G06N20/00
G G06 G06T7/0012
G G06 G06T7/70
G G06 G06T17/05
G G05 G05D2201/0201
G G06 G06T2207/10004
G G06 G06T2207/10028
G G06 G06T2207/10044
G G06 G06T2207/20081
G G06 G06T2207/30188

Original Patent Information

Patent NumberUS 11,856,883
TitleMoisture and vegetative health mapping
Assignee(s)Scythe Robotics, Inc.