Evidence for sea spray effect on oxygen stable isotopes in bone phosphate — Approximation and correction using Gaussian Mixture Model clustering
Göhring A, Mauder M, Kröger P, Mayr C, von Carnap-Bornheim C, Hilberg V, Grupe G (2019)
Publication Type: Journal article
Publication year: 2019
Journal
Book Volume: 673
Pages Range: 668-684
DOI: 10.1016/j.scitotenv.2019.04.072
Abstract
Palaeobiodiversity research based on stable isotope analysis in coastal environments can be severely hampered by the so-called “sea spray” effect. This effect shifts the isotopic signal of terrestrial individuals towards too marine values. It is commonly agreed upon that sea spray influences sulphur stable isotopes. However, we were able to approximate a remarkable sea spray effect also in carbon and oxygen stable isotopes of bone carbonate previously. In the present study we could approximate a minimum sea spray effect of about 13.9% even present in oxygen isotope values of bone phosphate, which was validated by Gaussian Mixture Model (GMM) clustering. This approximated value is by some magnitudes smaller than the minimum sea spray effect approximated for both δ 13 C carb and δ 18 O carb , and quite close to the sea spray detected for δ 34 S coll in a previous study. It may therefore be interpreted as purer minimum sea spray signal compared to the approximation in bone carbonate. Furthermore, detection of sea spray in δ 18 O phos can serve as additional validation of the effect present in bone carbonate, which is more prone to diagenetic alteration compared to bone phosphate. Moreover, the presence of the sea spray effect in both δ 18 O carb and δ 18 O phos demonstrates that sea spray can be taken up by terrestrial mammals not only via food (δ 18 O carb ) but also via drinking water (δ 18 O phos ). Finally, this study once more confirmed that calculation of δ 18 O phos from δ 18 O carb values using a fixed oxygen isotope spacing (Δδ 18 O) can be highly misleading, especially in coastal environments affected by sea spray.
Authors with CRIS profile
Involved external institutions
Zentrum für Baltische und Skandinavische Archäologie (ZBSA)
Germany (DE)
Ludwig-Maximilians-Universität (LMU)
Germany (DE)
Stiftung Schleswig-Holsteinische Landesmuseen Schloss Gottorf
Germany (DE)
Germany (DE)
Ludwig-Maximilians-Universität (LMU)
Germany (DE)
Stiftung Schleswig-Holsteinische Landesmuseen Schloss Gottorf
Germany (DE)
How to cite
APA:
Göhring, A., Mauder, M., Kröger, P., Mayr, C., von Carnap-Bornheim, C., Hilberg, V., & Grupe, G. (2019). Evidence for sea spray effect on oxygen stable isotopes in bone phosphate — Approximation and correction using Gaussian Mixture Model clustering. Science of the Total Environment, 673, 668-684. https://dx.doi.org/10.1016/j.scitotenv.2019.04.072
MLA:
Göhring, Andrea, et al. "Evidence for sea spray effect on oxygen stable isotopes in bone phosphate — Approximation and correction using Gaussian Mixture Model clustering." Science of the Total Environment 673 (2019): 668-684.
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