Regular spacing of salt structures as a Rayleigh–Taylor signature: edge-corrected point-pattern and structure-factor analysis of the U.S. Gulf Coast and North German basins

This record contains the manuscript, analysis code, derived datasets, figures and numerical results for a study of the map-view spatial arrangement of salt structures in two salt provinces: the U.S. Gulf Coast (USGS gcdiapirg) and the North German Basin (BGR InSpEE). Using edge-corrected spatial point-pattern statistics (Clark–Evans nearest-neighbour index, pair correlation function g(r), Ripley's L) together with the structure factor S(k) and number variance, and testing against complete-spatial-randomness and density-gradient (inhomogeneous-Poisson) null models, the study shows that within coherent loading-driven provinces salt-structure populations are significantly regularly spaced (Clark–Evans R = 1.10–1.47, p ≈ 0.002), with hard-core exclusion and a 12–15 km characteristic spacing — the map-view signature of Rayleigh–Taylor wavelength selection combined with salt-withdrawal exclusion. Regularity strengthens with salt thickness (Glückstadt Graben > central basin > Gulf shelf). The order is robust at short and intermediate range; long-range hyperuniformity cannot be confirmed because the intrinsic basin density gradient masks the long-wavelength limit. Pooling across a whole basin, or selecting only the mature-diapir sub-class, both spuriously return clustering, so correct inference requires single-province analysis of the complete structure population. Contents: analysis code (Python / NumPy / SciPy / Matplotlib), derived coordinate datasets (CSV), figures (PDF/PNG), numerical results, and the manuscript (PDF + LaTeX source). Development repository: https://github.com/Ruqing1963/salt-structure-spacing Data sources and licences: U.S. Gulf Coast salt diapirs — USGS data release "Salt Diapirs in the Gulf Coast" (gcdiapirg), doi:10.5066/P9KH3WB4 (public domain). North German salt structures — BGR "InSpEE-Salzstrukturen" (© BGR, Hannover, 2015; open geodata licence / geonutzv; base mapping after Reinhold, Krull & Kockel 2008). Only derived structure centroids are redistributed. Analysis code is released under the MIT licence.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-24
DOI
https://doi.org/10.5281/zenodo.20834956
Primary Topic
Coastal and Marine Dynamics
Type
preprint
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preprint

Regular spacing of salt structures as a Rayleigh–Taylor signature: edge-corrected point-pattern and structure-factor analysis of the U.S. Gulf Coast and North German basins

Ruqing Chen
Zenodo (CERN European Organization for Nuclear Research)
Coastal and Marine Dynamics
preprint

Regular spacing of salt structures as a Rayleigh–Taylor signature: edge-corrected point-pattern and structure-factor analysis of the U.S. Gulf Coast and North German basins

Ruqing Chen
preprint en

Abstract

This record contains the manuscript, analysis code, derived datasets, figures and numerical results for a study of the map-view spatial arrangement of salt structures in two salt provinces: the U.S. Gulf Coast (USGS gcdiapirg) and the North German Basin (BGR InSpEE). Using edge-corrected spatial point-pattern statistics (Clark–Evans nearest-neighbour index, pair correlation function g(r), Ripley's L) together with the structure factor S(k) and number variance, and testing against complete-spatial-randomness and density-gradient (inhomogeneous-Poisson) null models, the study shows that within coherent loading-driven provinces salt-structure populations are significantly regularly spaced (Clark–Evans R = 1.10–1.47, p ≈ 0.002), with hard-core exclusion and a 12–15 km characteristic spacing — the map-view signature of Rayleigh–Taylor wavelength selection combined with salt-withdrawal exclusion. Regularity strengthens with salt thickness (Glückstadt Graben > central basin > Gulf shelf). The order is robust at short and intermediate range; long-range hyperuniformity cannot be confirmed because the intrinsic basin density gradient masks the long-wavelength limit. Pooling across a whole basin, or selecting only the mature-diapir sub-class, both spuriously return clustering, so correct inference requires single-province analysis of the complete structure population. Contents: analysis code (Python / NumPy / SciPy / Matplotlib), derived coordinate datasets (CSV), figures (PDF/PNG), numerical results, and the manuscript (PDF + LaTeX source). Development repository: https://github.com/Ruqing1963/salt-structure-spacing Data sources and licences: U.S. Gulf Coast salt diapirs — USGS data release "Salt Diapirs in the Gulf Coast" (gcdiapirg), doi:10.5066/P9KH3WB4 (public domain). North German salt structures — BGR "InSpEE-Salzstrukturen" (© BGR, Hannover, 2015; open geodata licence / geonutzv; base mapping after Reinhold, Krull & Kockel 2008). Only derived structure centroids are redistributed. Analysis code is released under the MIT licence.

Zenodo (CERN European Organization for Nuclear Research)
Energoservis (Czechia) (CZ)
Life below water
Coastal and Marine Dynamics
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Regular spacing of salt structures as a Rayleigh–Taylor signature: edge-corrected point-pattern and structure-factor analysis of the U.S. Gulf Coast and North German basins — Ruqing Chen · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS