Advanced Canola Hybrid: Sustainable Agricultural Innovation

Publication ID: 24-11856905_0003_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Advanced Canola Hybrid: Sustainable Agricultural Innovation,” Published Technical Disclosure No. 24-11856905_0003_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856905_0003_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. 11,856,905.

Background and Problem Solved

The original patent, 'Canola hybrid 18GG0453L', provides a high-quality canola variety with low erucic acid and glucosinolate content. However, the patent does not address the limitations of traditional farming practices, disease susceptibility, and inefficient biofuel production. This invention addresses these limitations by integrating the patented canola variety with cutting-edge technologies to create a more efficient, sustainable, and productive canola ecosystem.

Novelty and Inventive Step

The invention's novelty lies in the integration of the patented canola variety with distinct technologies to create a more powerful system. The inventive step is the recognition of the potential for synergistic combinations to address the limitations of traditional farming practices and the development of specific implementations that achieve this goal.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of different machine learning algorithms, blockchain platforms, or nanocellulose materials. Variations of the invention could also include the integration of additional technologies, such as robotics or precision agriculture, to further enhance the efficiency and sustainability of the canola ecosystem.

Potential Commercial Applications and Market

The invention has significant commercial potential in the agricultural, biofuel, and technology industries. The integrated canola systems could be marketed to farmers, agricultural companies, and biofuel producers, offering a more efficient, sustainable, and productive solution for canola cultivation and processing.

CPC Classifications

SectionClassGroup
A A01 A01H6/202
A A01 A01H5/10

Field of Art

Agricultural biotechnology, specifically plant breeding and genetic modification of canola (Brassica napus), involving advanced techniques in crop improvement, hybrid development, and agricultural technology integration

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degrees in plant genetics, biotechnology, or agricultural science, possessing expertise in crop breeding, genetic modification techniques, precision agriculture technologies, and computational agricultural systems

Obviousness Rationale

A PHOSITA would recognize that the PTD's variations represent predictable combinations of known agricultural technologies with the source patent's hybrid canola variety. The disclosed integrations of IoT monitoring, machine learning, blockchain tracking, and precision agriculture techniques are standard approaches for enhancing crop performance and management. These technological extensions represent logical and incremental improvements that would be obvious to a skilled practitioner seeking to optimize agricultural systems.

Obvious Combinations & Variations

Source Patent Element
Hybrid canola variety 18GG0453L with specific genetic characteristics
PTD Variation
IoT-based monitoring system and machine learning algorithm for predicting optimal growing conditions
Obviousness Reasoning
Integrating sensor technologies and predictive algorithms with crop varieties is a known technique for precision agriculture, representing a predictable application of computational methods to improve crop management
Source Patent Element
Genetic breeding approach for developing hybrid canola varieties
PTD Variation
Blockchain-based tracking system for identifying and isolating disease-resistant plants
Obviousness Reasoning
Using digital tracking technologies to enhance plant breeding and disease management is a standard approach in agricultural biotechnology, representing an obvious extension of existing genetic improvement methodologies
Source Patent Element
Low erucic acid and glucosinolate content canola variety
PTD Variation
Nanocellulose-enhanced biofuel production system integrating the hybrid variety
Obviousness Reasoning
Exploring alternative biofuel applications for agricultural crops is a predictable technological progression, particularly for varieties with favorable chemical compositions
Source Patent Element
Hybrid seed production through controlled crossing of specific plant varieties
PTD Variation
AI-powered decision support system with drone-based monitoring for canola cultivation
Obviousness Reasoning
Implementing advanced computational and remote sensing technologies for crop management represents a logical and incremental improvement in agricultural practices
Source Patent Element
Genetic characteristics of hybrid canola variety 18GG0453L
PTD Variation
Satellite imaging and machine learning algorithms for yield prediction
Obviousness Reasoning
Utilizing computational methods and remote sensing to predict crop performance is a standard technique in precision agriculture, representing an obvious technological extension
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856905 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed combinations of hybrid canola varieties with advanced agricultural technologies to be obvious and predictable extensions of existing knowledge. The integrations of IoT monitoring, machine learning, blockchain tracking, and precision agriculture techniques represent standard approaches for enhancing crop performance and management, thereby rendering potential patent claims obvious and unpatentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,856,905
TitleCanola hybrid 18GG0453L
Assignee(s)PIONEER HI-BRED INTERNATIONAL, INC.