AI-Powered Vegetative Health Mapping & Monitoring System

Publication ID: 24-11856883_0001_PTD
Published: October 26, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “AI-Powered Vegetative Health Mapping & Monitoring System,” Published Technical Disclosure No. 24-11856883_0001_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856883_0001_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 for moisture and vegetative health mapping has limitations in terms of data analysis, predictive capabilities, and treatment implementation. The new invention addresses these limitations by introducing real-time monitoring, machine learning-based predictive modeling, and automated treatment plans to ensure optimal vegetative health.

Novelty and Inventive Step

The new invention's novelty lies in its ability to provide real-time monitoring, predictive modeling, and automated treatment plans, which are not present in the original patent. The inventive step is the integration of machine learning algorithms and automation modules to optimize vegetative health and reduce water waste.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include using different types of sensors, such as drones or satellite imaging, to collect data. The system could also be integrated with existing irrigation systems or farm management software to provide a more comprehensive solution.

Potential Commercial Applications and Market

The enhanced vegetative health mapping and improvement system has significant commercial potential in the agriculture, landscaping, and environmental monitoring industries. The system can help farmers and landscapers optimize crop yields, reduce water waste, and improve environmental sustainability, making it an attractive solution for businesses and governments seeking to improve their environmental footprint.

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.