Autonomous Vegetation Health Management System

Publication ID: 24-11856883_0010_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Autonomous Vegetation Health Management System,” Published Technical Disclosure No. 24-11856883_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856883_0010_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,' provided a foundational approach to detecting moisture levels and vegetative health. However, it relied on individual probes and manual operation. The new invention addresses the limitations of the original patent by introducing a decentralized, autonomous, and proactive system that can predict and prevent vegetative health degradation, enabling more efficient and effective vegetation care.

Novelty and Inventive Step

The new invention introduces a paradigm shift in vegetative health management by integrating real-time data, machine learning models, and autonomous treatment vehicles. The decentralized, blockchain-enabled sensor network and token-based incentive system for encouraging network participation are novel and non-obvious features that distinguish this invention from the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of drones or aerial vehicles for data collection and treatment application, or the integration of additional data sources such as satellite imagery or weather forecasts. Variations of the invention could focus on specific applications, such as agricultural crop management or urban forestry.

Potential Commercial Applications and Market

The Next-Generation Vegetative Health Management System has significant commercial potential in various industries, including agriculture, landscaping, urban planning, and environmental conservation. The system's ability to predict and prevent vegetative health degradation can reduce costs, increase efficiency, and promote sustainable practices, making it an attractive solution for businesses, governments, and individuals alike.

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.