Location History:
- Cedar Park, TX (US) (1990 - 1993)
- Travis County, TX (US) (1999)
- Austin, TX (US) (1988 - 2023)
Company Filing History:
12 out of 12 
10 out of 2,599 
8 out of 8 
Years Active: 1988-2025
Areas of Expertise:
Title: **Innovator Spotlight: Thomas A Dye**
Introduction
Thomas A Dye, based in Austin, Texas, is a prolific inventor with a remarkable portfolio of 28 patents to his name. His work primarily focuses on advancements in agricultural technology, particularly in estimating soil chemistry and identifying ground types for enhanced crop management.
Latest Patents
Dye's recent innovations include two significant patents aimed at improving agricultural practices. The first patent, titled "Estimating Soil Chemistry at Different Crop Field Locations," outlines a system and method for interpolating soil chemistry variables across various plots of land. This method employs a sophisticated machine learning model that analyzes soil composition data and generates spatial predictors. The model incorporates two interpolation training approaches: the first prioritizes spatial smoothing, while the second emphasizes accuracy in the interpolated soil composition data. Together, they form an illustrative crop prediction engine designed to estimate precise soil chemistry values.
The second patent, "Identifying Ground Types from Interpolated Covariates," provides a method for determining ground types based on interpolated covariates. This innovative method utilizes soil composition information, including measured soil samples and environmental results, to identify covariates linked to different locations. By generating voxels associated with these covariates and training a random forest model, this technique effectively identifies clusters that define ground types, mapping them to crop zones, soil fertility, and farm management recommendations.
Career Highlights
Throughout his career, Thomas A Dye has made significant contributions to the field of agricultural technology. He has worked with esteemed companies such as Interactive Silicon, Inc. and Cirrus Logic, Inc., where he developed solutions to improve soil management and crop yield efficiency. His innovative methodologies have been influential in advancing precision agriculture.
Collaborations
Dye has collaborated with notable professionals, including John A McEntire and Manuel Joseph Alvarez II, strengthening his research and development efforts in innovative agricultural solutions. Together, they have combined their expertise to push the boundaries of technology in this vital sector.
Conclusion
Thomas A Dye stands out as a key inventor in the realm of agricultural technology, with his recent patents paving the way for innovative approaches to soil chemistry and crop management. His commitment to enhancing agricultural practices demonstrates the vital role of innovation in ensuring sustainable farming and improved food production.