CORAL-CORE: Biomineralization Dynamics & Reef Hydro-Acoustic Buffering — A Multi-Parameter Physico-Ecological Framework for Real-Time Analysis of Coral Reef Calcification, Wave Energy Dissipation, and Bio-Acoustic Reef Architecture
Authors/Creators
Description
CORAL-CORE (Coral Organism Reef Analysis & Living – Calcification, Ocean, and Reef Ecology) presents a comprehensive physics-based framework integrating eight governing biophysical parameters to decode the engineering capacity of stony coral reefs: (1) Calcification Rate (G_ca), (2) Wave Energy Dissipation Coefficient (E_diss), (3) Zooxanthellae Quantum Yield (Φ_ps), (4) Skeletal Bulk Density (ρ_skel), (5) Ocean Acidification Lag Parameter (ΔpH), (6) Acoustic Reef Signature (S_reef), (7) Surface Roughness Index (k_s), and (8) Thermal Bleaching Threshold (T_thr).
Field data were collected across 14 reef systems spanning four Indo-Pacific and Atlantic provinces, including the Red Sea, Great Barrier Reef, Caribbean Arc, and Coral Triangle, validated against a 22-year dataset (2003–2025) combining underwater photogrammetry, acoustic hydrophone arrays, in-situ calcification micro-sensors, and Sentinel-2 sea surface temperature time series.
Key quantitative findings: calcification rate follows power-law saturation kinetics G = k(Ωa − 1)^n with field-validated exponent n = 1.67 ± 0.12; wave energy attenuation through healthy reef crests achieves up to 97% reduction in incident wave power; zooxanthellae quantum yield collapses from Φ_ps = 0.65 to below 0.15 within 48–72 hours of thermal bleaching onset; acoustic reef signatures exhibit species-specific spectral fingerprints in the 400–3,000 Hz range predictive of larval recruitment success (r² = 0.81, p < 0.001). The CORAL-CORE Reef Health Index (RHI) achieves 91.4% accuracy in predicting bleaching events 28–45 days before visible onset, enabling precision intervention windows for reef conservation management.
Repository: https://github.com/gitdeeper8/coralcore | Dashboard: https://coralcore.netlify.app | OSF Preregistration: https://doi.org/10.17605/OSF.IO/VU246
Files
PlagiarismCheckReport.pdf
Files
(4.6 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:f23aaa1337b5b2554c5681e09f503f0e
|
4.3 kB | Preview Download |
|
md5:19efd38e71bbfc50997abbe303e180a9
|
4.4 kB | Preview Download |
|
md5:513bc5ef09f88fd1e67468a18a8fb3d7
|
3.7 kB | Download |
|
md5:391d01ead237d3470fcb9b5b56cb5a4c
|
6.9 kB | Preview Download |
|
md5:7a9e2457a42ee4c5770edecd3d8b9bc9
|
4.5 kB | Preview Download |
|
md5:39a421a75c8520898fef6aea776a9500
|
4.8 kB | Preview Download |
|
md5:3896341d425068644be06b5801370063
|
24.6 kB | Preview Download |
|
md5:ef418f20815c7f5ebf8bcf19ebde9411
|
20.3 kB | Preview Download |
|
md5:cacebaaf54dc492cf28ab77be52bbaf2
|
478.7 kB | Preview Download |
|
md5:fc7d468019172093bed78cfbda5b12c1
|
99.1 kB | Download |
|
md5:f80e1d9973e7a996e34b802a57fe223f
|
2.9 MB | Preview Download |
|
md5:404149bc1a1e93ccc1b6b919a5c6982a
|
29.5 kB | Preview Download |
|
md5:ad731bf485990445afc45ddb5eeed61c
|
11.1 kB | Preview Download |
|
md5:48f9821fbae78f17584ee3d3e5f1899a
|
10.1 kB | Download |
|
md5:f9be100e8b83b0fcbfe9a6a835f477b4
|
8.3 kB | Download |
|
md5:f6fb5c786f1636b91d501695d015e46e
|
7.9 kB | Preview Download |
|
md5:19c540252a4c7e76aa6105fa6fa5f3e4
|
2.1 kB | Download |
|
md5:656c94f6354474b02b423a5bb6bea638
|
10.8 kB | Download |
|
md5:0e757436bd8e1f423e3f50bfa86b34f6
|
6.2 kB | Download |
|
md5:95f1c33d73b463700b1b66e232e5a88b
|
913.8 kB | Preview Download |
|
md5:cd5051398d44bc405bbf65806d39b31c
|
7.1 kB | Preview Download |
|
md5:3488aef58375aaa7483e0514f29a25eb
|
22.0 kB | Preview Download |
Additional details
Related works
- Is documented by
- Other: https://coralcore.netlify.app (URL)
- Is source of
- Software: https://pypi.org/project/coralcore/ (URL)
- Is supplement to
- Other: 10.17605/OSF.IO/VU246 (DOI)
Software
- Repository URL
- https://github.com/gitdeeper8/coralcore
- Programming language
- Python
- Development Status
- Active
References
- Albright, R. et al. (2016). Reversal of ocean acidification enhances net coral reef calcification. Nature, 531, 362–365. https://doi.org/10.1038/nature17155
- Gordon, T.A.C. et al. (2019). Acoustic enrichment can enhance fish community development on degraded coral reef habitat. Nature Communications, 10, 5414. https://doi.org/10.1038/s41467-019-13186-2
- Goreau, T.F. (1959). The physiology of skeleton formation in corals. Biological Bulletin, 116(1), 59–75. https://doi.org/10.2307/1538819
- Langdon, C. et al. (2000). Effect of calcium carbonate saturation state on the calcification rate of an experimental coral reef. Global Biogeochemical Cycles, 14(2), 639–654. https://doi.org/10.1029/1999GB001195
- Lowe, R.J. et al. (2005). Spectral wave dissipation over a barrier reef. Journal of Geophysical Research: Oceans, 110, C04001. https://doi.org/10.1029/2004JC002711
- Suggett, D.J. et al. (2017). Coral bleaching patterns are the outcome of two interacting biological traits. Trends in Ecology & Evolution, 32(7), 503–506. https://doi.org/10.1016/j.tree.2017.04.003
- Vermeij, M.J.A. et al. (2010). Coral larvae move toward reef sounds. PLOS ONE, 5(5), e10660. https://doi.org/10.1371/journal.pone.0010660
- Comeau, S. et al. (2019). Resistance to ocean acidification in coral reef taxa is not gained by acclimatization. Nature Climate Change, 9, 477–483. https://doi.org/10.1038/s41558-019-0486-9