Earth-System Discovery Architecture

Paper 340 of 383
Published June 1, 2026

Discovery emerges from a sequence of connected activities.

Observation.

Interpretation.

Constraint formation.

Ranking.

Decision-making.

Learning.

This paper integrates the major frameworks developed throughout the sequence into a unified Earth-System Discovery Architecture.

Architectural Layers

  1. Observation Systems
  2. Constraint Systems
  3. Persistence Frameworks
  4. Prediction Frameworks
  5. Ranking Systems
  6. Decision Systems
  7. Learning Systems
  8. Discovery Systems

Architecture Principle

Discovery is not a single event.

Discovery is the output of an architecture capable of continuously improving understanding.

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