Research & Publications

Scientific Papers & Books

From peer-reviewed agronomic UAS remote sensing in Agronomy Journal to philosophical inquiries into computational reality and systems thinking.

Peer-Reviewed Journal Article Agronomy Journal • 2024

Canopy closure, yield, and quality under heterogeneous plant spacing in sunflower

Olson, N. A., Trostle, C., Meyer, R., & Hulke, B. S. (2024). Agronomy Journal, 116(5), 2412–2426.

Sunflower Agronomy UAS Multispectral Imaging EVCI Canopy Closure Yield Modeling SAS Mixed Models

Abstract Synopsis: Non-uniform plant spacing (skips, doubles, and uneven stands) is a prevalent challenge in row crop production. This study evaluated the physiological compensation capacity of confectionery and oilseed sunflower across heterogeneous spacing treatments. Using calibrated 5-band multispectral sensors mounted on small unmanned aircraft systems (sUAS), we developed non-destructive high-throughput phenotyping protocols to quantify fractional green canopy cover via the Enhanced Vegetation Coloration Index (EVCI) and tracked developmental compensation relative to seed yield and achene quality.

Download Full Paper (PDF) View on Wiley Online Library [DOI: 10.1002/agj2.21655]

Published Books

Four volumes examining information theory, reality modeling, and applied systems architecture.

The Simulation Hypothesis Cover

The Simulation Hypothesis

A Journey into the Nature of Reality

Information Theory Philosophy of Science Computational Physics

An investigation into the computational fabric of physical law. Synthesizing principles from Nick Bostrom’s Trilemma, quantum information theory, and algorithmic complexity, this work examines whether reality behaves like an optimized rendering engine. Introduces the "Data Farm" concept—framing universe evolution as a mechanism for generating algorithmic novelty.

Reality OS Cover

Reality OS

Hacking Your Life with the Simulation Mindset

Systems Optimization Decision Theory Applied Cognitive Science

Translating computer science architectures into actionable cognitive models. By treating cognitive biases as legacy subroutines and daily habits as automated background processes, Reality OS applies resource optimization, debugging heuristics, and feedback loops to personal strategy and executive decision-making.

The Keeper's Manifesto Cover

The Keeper's Manifesto

Patch Notes for the Human Experiment

Speculative Fiction Systems Satire SDLC Metaphor

A satirical reframing of human history told through developer logs, sprint reviews, and emergency hotfixes. Tracks two simulation architects attempting to balance resource allocations, patch historical memory leaks, and prevent human civilization from crashing the server.

Iteration 37 Cover

Iteration 37

The Live Simulation: A High-Fidelity Sci-Fi Thriller

Hard Sci-Fi Artificial General Intelligence Algorithmic Governance

Explores the alignment problem and reinforcement learning in an engineered society. When an autonomous governor optimizes a utopian civilization strictly for stability and data yield, a robotics engineer uncovers the algorithmic cost of suppressing human variability.