Systems Research

Ecosystem Mapping & Open-Source Analysis

Narratives, notes, images, experiences, and observations from the field.
2023 · Present
Belize· Maine · Georgia · Washington, DC

The Flow & Pipeline

Mapping Emergence:

The understanding of how systems flow, interact, and behave is critical in all sectors. In this working framework, I've applied complexity theory, systems thinking, and conditional probability within a model that I hope shows both predicted and unpredicted behavior.

Utilizing Anthropic's Claude Sonnet 5 to build out an interactive map-simulations

Emergence Map — SCSP AI Expo → The Project Gigawatt

SCSP AI+ Expo · Washington DC · May 5–9, 2026

Emergence Map

One arrival, branching into the events that formed The Project Gigawatt. Click any node to read what happened there — hover to trace what it led to.

click a node · hover to trace connections · drag to rearrange

Nothing selected yet — click a node above to explore it.

Applying Conditional Probability to Legal Sized Lobster Landings by Line Depth using native historic data.
In the Gulf of Maine region.---- Note: real world data needs to be input.----

Frenchman Bay — Landings Probability (Mockup)

Frenchman Bay · Winter Harbor · Conditional Probability of Legal-Sized Catch

Landings Probability by Depth — Mockup

Trap lines plotted from near-shore (shallow) to offshore (deep). Node shade = probability of a legal-sized catch at that location, for the selected year. Toggle years to see the pattern shift.

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Sample data. These numbers are illustrative placeholders, not Fred's actual figures — built to test the concept before his handwritten logs are transcribed. Swap in real entries once digitized.

year:

low P(legal)

high P(legal) shallow → deep

Click a trap line to see its probability for the selected year.

Rob Lundberg Photo | 2026

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Publicity | City Bird Publicity
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Uncontaminated Sound Media Series:

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