Published July 25, 2026 | Version v2

Hydrothermal Memory Kernels for Volcanic Gas and Isotope Signals: Reproducibility Package

Contributors

  • 1. Dipartimento di Scienze della Terra, Università degli Studi di Firenze

Description

This record contains the corrected reproducibility archive associated with the theoretical–synthetic study Hydrothermal Memory Kernels for Volcanic Gas and Isotope Signals: Volterra–Spectral Structure and Boundary-Aware Synthetic Comparison.

The archive includes Supplementary Codes S1–S8, 51 CSV numerical outputs, 17 vector-PDF figures, Supplementary Note S3 in PDF and LaTeX source form, 36 unit, regression, and cross-artifact tests, an independent pair-level rolling-origin validator, a full validator for all 2,500 archived continuous fits, environment metadata, pinned top-level requirements, Docker and Conda reconstruction recipes, accessible figure descriptions, and SHA-256 manifests.

This corrected version replaces the asymmetric rolling-origin tie handling contained in the earlier record. Every paired next-block comparison is assigned to exactly one of three outcomes: Caputo strict win, numerical boundary tie, or tail-tempered strict win. Non-worse rates add ties symmetrically, and uncertainty is computed by resampling simulated records as clusters. The corrected baseline T=30T=30T=30 counts are 209/354/77 under Caputo truth and 159/189/292 under tail-tempered truth.

The release also adds origin-specific rolling summaries; a paired common-record AR(1) comparison with 5,000 records per truth–window condition; a full audit of all 2,500 archived continuous fits, including every restart-spread outlier; blocked-prediction distribution summaries with interquartile and 5th–95th percentile ranges, bootstrap intervals for the median, and probabilities below, at, and above unity; and semantic tests covering Sonine integrability, continuous-dependence assumptions, normalization invariance, boundary nesting, figure-caption fidelity, and cross-artifact consistency.

The Monte Carlo null calibration remains pointwise and design-specific; it is not a uniform-size test over the composite Caputo family. AICc and BIC are secondary operational rankings. The benchmark compares normalized temporal-response shapes under declared forcing, observation, error, and candidate-domain assumptions. It does not identify physical kernel amplitudes, latent forcing histories, source-to-observation gains, or individual geological compartments.

No field-monitoring data or site calibration are included. All data in the archive are synthetic and are generated by the supplied code.

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