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The multifractal fields above were generated using the Fractionally Integrated Flux (FIF) model as described here, a mathematical method proposed in 1987 by Daniel Schertzer and Shaun Lovejoy for simulating scale invariant random fields.
A remarkably wide range of possible scale invariant fields can be described with just three parameters:
- H: Controls "smoothness" — how strong larger-scale fluctuations are vs. smaller ones.
- α: Controls extreme events — lower values create occasional giant spikes.
- C₁: Controls clustering — when large, activity concentrates in small regions.
All fields generated using the Python package scaleinvariance.