DiallelX: a modern fortran code for calculating network cross-correlation

Abstract In this paper, we develop a modern Fortran code to approximate network cross-correlation coefficients for seismic event detection. The code is available via an online repository. The algorithm exhibits efficient memory usage, small output size, and amenability to parallelization. Although exact NCC values are not calculated, the accuracy is deemed to be sufficient based on statistical investigation. A benchmark and practical application are also presented, suggesting the viability of performing matched filter analysis of years-long continuous multi-channel seismic data and thousands of template events on a workstation within a runtime extending from a few hours to a few days.

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Publication Details

Journal
Progress in Earth and Planetary Science
Published
2025-05-08
DOI
https://doi.org/10.1186/s40645-025-00701-x
Primary Topic
Seismology and Earthquake Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

DiallelX: a modern fortran code for calculating network cross-correlation

Shiro Hirano, Makoto Naoi
Progress in Earth and Planetary Science
Seismology and Earthquake Studies
article

DiallelX: a modern fortran code for calculating network cross-correlation

Shiro Hirano, Makoto Naoi
article en

Abstract

Abstract In this paper, we develop a modern Fortran code to approximate network cross-correlation coefficients for seismic event detection. The code is available via an online repository. The algorithm exhibits efficient memory usage, small output size, and amenability to parallelization. Although exact NCC values are not calculated, the accuracy is deemed to be sufficient based on statistical investigation. A benchmark and practical application are also presented, suggesting the viability of performing matched filter analysis of years-long continuous multi-channel seismic data and thousands of template events on a workstation within a runtime extending from a few hours to a few days.

Progress in Earth and Planetary ScienceVol. 12(1)
Hirosaki University (JP), Hokkaido University (JP)
Ministry of Education, Culture, Sports, Science and Technology, Japan Society for the Promotion of Science
Openalex Percentile: Top 96%
Seismology and Earthquake Studies
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DiallelX: a modern fortran code for calculating network cross-correlation — Shiro Hirano, Makoto Naoi · Progress in Earth and Planetary Science (2025) | TGRS Research Map | TGRS