Bioavailable 87Sr/86Sr in European soils: A baseline for provenancing studies
We present 87Sr/86Sr isotope ratios for ~1200 selected soil samples, collected by the GEMAS consortium from grazing (Gr) and agricultural (Ap) soils in Europe with the aim to better understand the strontium isotope distribution in the bioavailable fraction of the top-soil and its potential for prove...
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| Vydané v: | The Science of the total environment Ročník 672; s. 1033 - 1044 |
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| Hlavní autori: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier B.V
01.07.2019
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| ISSN: | 0048-9697, 1879-1026, 1879-1026 |
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| Abstract | We present 87Sr/86Sr isotope ratios for ~1200 selected soil samples, collected by the GEMAS consortium from grazing (Gr) and agricultural (Ap) soils in Europe with the aim to better understand the strontium isotope distribution in the bioavailable fraction of the top-soil and its potential for provenancing applications. Spatial analysis shows that there is a clear distinction between coastal (<100 km) and non-coastal (>100 km) samples in their variance and that this variance is mirrored in the sodium concentration, suggesting an important but highly variable contribution from seaspray. We present two 87Sr/86Sr maps at 25 km × 25 km scale: one based solely on the measured data using a classical kriging approach and one based on a Random Forest model using complementary GEMAS data to predict the strontium isotope composition at the remaining 3000+ GEMAS sampling locations, including appropriate uncertainty assessment. Using a forensic Bayesian likelihood ratio approach, a tool was developed in R to create provenancing likelihood ratio maps. The maps delineate areas of high and low likelihood and allow investigators to direct their resources to areas of interest. For actual forensic case work either the measured or the modelled data can be used as reference data for the overall distribution of 87Sr/86Sr values in Europe.
[Display omitted]
•A baseline map of bioavailable strontium isotopes in soil of Europe.•Lithology and geological age dominate the soil Sr isotopic composition.•A new R tool for provenancing human remains and other natural materials. |
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| AbstractList | We present 87Sr/86Sr isotope ratios for ~1200 selected soil samples, collected by the GEMAS consortium from grazing (Gr) and agricultural (Ap) soils in Europe with the aim to better understand the strontium isotope distribution in the bioavailable fraction of the top-soil and its potential for provenancing applications. Spatial analysis shows that there is a clear distinction between coastal (<100 km) and non-coastal (>100 km) samples in their variance and that this variance is mirrored in the sodium concentration, suggesting an important but highly variable contribution from seaspray. We present two 87Sr/86Sr maps at 25 km × 25 km scale: one based solely on the measured data using a classical kriging approach and one based on a Random Forest model using complementary GEMAS data to predict the strontium isotope composition at the remaining 3000+ GEMAS sampling locations, including appropriate uncertainty assessment. Using a forensic Bayesian likelihood ratio approach, a tool was developed in R to create provenancing likelihood ratio maps. The maps delineate areas of high and low likelihood and allow investigators to direct their resources to areas of interest. For actual forensic case work either the measured or the modelled data can be used as reference data for the overall distribution of 87Sr/86Sr values in Europe. We present 87Sr/86Sr isotope ratios for ~1200 selected soil samples, collected by the GEMAS consortium from grazing (Gr) and agricultural (Ap) soils in Europe with the aim to better understand the strontium isotope distribution in the bioavailable fraction of the top-soil and its potential for provenancing applications. Spatial analysis shows that there is a clear distinction between coastal (<100 km) and non-coastal (>100 km) samples in their variance and that this variance is mirrored in the sodium concentration, suggesting an important but highly variable contribution from seaspray. We present two 87Sr/86Sr maps at 25 km × 25 km scale: one based solely on the measured data using a classical kriging approach and one based on a Random Forest model using complementary GEMAS data to predict the strontium isotope composition at the remaining 3000+ GEMAS sampling locations, including appropriate uncertainty assessment. Using a forensic Bayesian likelihood ratio approach, a tool was developed in R to create provenancing likelihood ratio maps. The maps delineate areas of high and low likelihood and allow investigators to direct their resources to areas of interest. For actual forensic case work either the measured or the modelled data can be used as reference data for the overall distribution of 87Sr/86Sr values in Europe.We present 87Sr/86Sr isotope ratios for ~1200 selected soil samples, collected by the GEMAS consortium from grazing (Gr) and agricultural (Ap) soils in Europe with the aim to better understand the strontium isotope distribution in the bioavailable fraction of the top-soil and its potential for provenancing applications. Spatial analysis shows that there is a clear distinction between coastal (<100 km) and non-coastal (>100 km) samples in their variance and that this variance is mirrored in the sodium concentration, suggesting an important but highly variable contribution from seaspray. We present two 87Sr/86Sr maps at 25 km × 25 km scale: one based solely on the measured data using a classical kriging approach and one based on a Random Forest model using complementary GEMAS data to predict the strontium isotope composition at the remaining 3000+ GEMAS sampling locations, including appropriate uncertainty assessment. Using a forensic Bayesian likelihood ratio approach, a tool was developed in R to create provenancing likelihood ratio maps. The maps delineate areas of high and low likelihood and allow investigators to direct their resources to areas of interest. For actual forensic case work either the measured or the modelled data can be used as reference data for the overall distribution of 87Sr/86Sr values in Europe. We present 87Sr/86Sr isotope ratios for ~1200 selected soil samples, collected by the GEMAS consortium from grazing (Gr) and agricultural (Ap) soils in Europe with the aim to better understand the strontium isotope distribution in the bioavailable fraction of the top-soil and its potential for provenancing applications. Spatial analysis shows that there is a clear distinction between coastal (<100 km) and non-coastal (>100 km) samples in their variance and that this variance is mirrored in the sodium concentration, suggesting an important but highly variable contribution from seaspray. We present two 87Sr/86Sr maps at 25 km × 25 km scale: one based solely on the measured data using a classical kriging approach and one based on a Random Forest model using complementary GEMAS data to predict the strontium isotope composition at the remaining 3000+ GEMAS sampling locations, including appropriate uncertainty assessment. Using a forensic Bayesian likelihood ratio approach, a tool was developed in R to create provenancing likelihood ratio maps. The maps delineate areas of high and low likelihood and allow investigators to direct their resources to areas of interest. For actual forensic case work either the measured or the modelled data can be used as reference data for the overall distribution of 87Sr/86Sr values in Europe. [Display omitted] •A baseline map of bioavailable strontium isotopes in soil of Europe.•Lithology and geological age dominate the soil Sr isotopic composition.•A new R tool for provenancing human remains and other natural materials. |
| Author | Slaninka, I. Janik, L. Pasieczna, A. Petersell, W. Schoeters, I. Cicchella, D. Ueckermann, Henriette Srvkota, R. Forrester, S. Frei, Robert Vidojević, D. Haslinger, E. Hoffmann, R. Gregorauskiene, V. Locutura, J. Stirling, Claudine Mol, G. Gilucis, A. Reid, Malcolm Bel-lan, A. De Groot, W. van Aswegen, Thalita Baritz, R. Meuli, R.G. Negrel, P. Hayoz, P. Verougstraete, V. Fügedi, U. Kuti, L. Filzmoser, P. Dinelli, E. Šorša, A. Ernstsen, V. Ladenberger, Anna Pfleiderer, S.. Batista, M.J. De Vos, W. Ďuriš, M. Eggen, O.A. Stafilov, T. Kwećko, F. Scheib, A.J Demetriades, A. Matschullat, J. Birke, M. Connor, O. Jordan, G. Mann, A. Reimann, Clemens Radusinović, S. Salpeteur, I. Pramuka, S Trendavilov, V. Lima, A. Flight, D.M.A Dusza-Dobek, A. Kirby, J. Sellersjö, E. Malyuk, B.I Poňavič, M. Reimann, C. Zissimos, A. Oorts, R.K Husnjak, S. Sadeghi, M. Eklund, M. Skopljak, F. Ottesen, R.T. Andersson, M. Albanese, S. Fuchs, M. Kaminari, M. Klos, V. Maquil, R. Lucivjansky, D.P Prazeres, C. Gulan, A. Frei, Karin M. Krone, F. Šefčik, P. Valera, P. Kivisilla, J. Halamić, J. Rauch, U |
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| Copyright | 2019 Elsevier B.V. Copyright © 2019 Elsevier B.V. All rights reserved. |
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| SubjectTerms | algorithms Archaeology Baseline Bayesian theory bioavailability Europe European soils Forensic science forensic sciences grazing isotopes kriging Provenancing sodium soil sampling strontium Strontium isotopes topsoil uncertainty variance |
| Title | Bioavailable 87Sr/86Sr in European soils: A baseline for provenancing studies |
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