Simulation-based approach for reconstructing past relative sea-level changes using coral microatolls

Coral microatolls track relative sea level (RSL) as they grow and can inform reconstructions of past RSL change, beyond the duration of instrumental observations. However, direct observation of coral growth history requires slabbing cross sections, which is destructive and logistically challenging. To address this complication, recent studies have explored analysis of coral surface morphologies using non-invasive methods. However, these methods are limited; they cannot directly access key features inside the corals that are indicative of past RSL change events. To overcome this limitation, we devised a method to formulate the growth pattern of massive corals through iteration to simulate coral growth in response to RSL changes. Additionally, we developed an alternative model that analytically approximates the same coral growth, suitable for stochastic analyses. To test the effectiveness of these models, we utilized observations of coral microatolls from Sumatra that emerged during the 2004 M W 9.1 earthquake. We first compared actual coral cross sections with coral geometries modeled using the respective RSL histories interpreted for those corals in previous studies. Next, we attempted to reconstruct past RSL history using only coral surface profiles with a stochastic inversion. The forward simulation presented an approximate reproduction of the actual corals, although there were discrepancies due to localized variations in growth rate. The inversion study approximately reproduced the previous interpretation of RSL history; however, the effect of nonuniform growth speed was not negligible. While these results highlight the necessity of a comprehensive understanding of coral growth for a more robust interpretation, the simulators developed in this study are powerful tools for improving this understanding. • A simulation method for coral microatoll growth was created. • The simulator successfully reproduces slabbed microatoll cross sections. • Bayesian methods allow for inference of sea-level histories from microatoll surfaces. • The numerical approach enhances sea-level analysis using non-destructive methods. • Cost reduction in microatoll analysis will accelerate paleo-sea-level research.

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Publication Details

Journal
Geomorphology
Published
2025-01-16
DOI
https://doi.org/10.1016/j.geomorph.2025.109609
Citations
2
Primary Topic
Geophysics and Gravity Measurements
Type
article
Field-Weighted Citation Impact
3.59

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article

Simulation-based approach for reconstructing past relative sea-level changes using coral microatolls

A. J. Meltzner, Junki Komori, Nurul Syafiqah Tan, Rohan Gautam
2 citations
Geomorphology
Geophysics and Gravity Measurements
3.59
article

Simulation-based approach for reconstructing past relative sea-level changes using coral microatolls

A. J. Meltzner, Junki Komori, Nurul Syafiqah Tan, Rohan Gautam
article en
2 citations

Abstract

Coral microatolls track relative sea level (RSL) as they grow and can inform reconstructions of past RSL change, beyond the duration of instrumental observations. However, direct observation of coral growth history requires slabbing cross sections, which is destructive and logistically challenging. To address this complication, recent studies have explored analysis of coral surface morphologies using non-invasive methods. However, these methods are limited; they cannot directly access key features inside the corals that are indicative of past RSL change events. To overcome this limitation, we devised a method to formulate the growth pattern of massive corals through iteration to simulate coral growth in response to RSL changes. Additionally, we developed an alternative model that analytically approximates the same coral growth, suitable for stochastic analyses. To test the effectiveness of these models, we utilized observations of coral microatolls from Sumatra that emerged during the 2004 M W 9.1 earthquake. We first compared actual coral cross sections with coral geometries modeled using the respective RSL histories interpreted for those corals in previous studies. Next, we attempted to reconstruct past RSL history using only coral surface profiles with a stochastic inversion. The forward simulation presented an approximate reproduction of the actual corals, although there were discrepancies due to localized variations in growth rate. The inversion study approximately reproduced the previous interpretation of RSL history; however, the effect of nonuniform growth speed was not negligible. While these results highlight the necessity of a comprehensive understanding of coral growth for a more robust interpretation, the simulators developed in this study are powerful tools for improving this understanding. • A simulation method for coral microatoll growth was created. • The simulator successfully reproduces slabbed microatoll cross sections. • Bayesian methods allow for inference of sea-level histories from microatoll surfaces. • The numerical approach enhances sea-level analysis using non-destructive methods. • Cost reduction in microatoll analysis will accelerate paleo-sea-level research.

GeomorphologyVol. 473
Nanyang Technological University (SG), Earth Observatory of Singapore (SG)
National Research Foundation Singapore
Life below water
Openalex Percentile: Top 11%
Geophysics and Gravity Measurements
3.59
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