Earth-System Search Optimization Framework

Paper 332 of 383
Published June 1, 2026

Exploration is fundamentally a search problem.

The challenge is identifying locations most likely to produce useful information.

This paper evaluates search optimization through persistence-guided prioritization, constraint weighting, opportunity ranking, and regional significance analysis.


Optimization Components


Optimization Principle

The most effective search process is not the one that examines the most locations.

It is the one that identifies informative locations most efficiently.

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