Hostname: page-component-7bb8b95d7b-5mhkq Total loading time: 0 Render date: 2024-09-27T02:40:14.392Z Has data issue: false hasContentIssue false

RADIOCARBON AND URANIUM PROFILES IN MARINE GASTROPODS AROUND THE JAPANESE ARCHIPELAGO

Published online by Cambridge University Press:  06 February 2024

Shoko Hirabayashi*
Affiliation:
Atmosphere and Ocean Research Institute, The University of Tokyo, Kashiwa, Chiba 277-8564, Japan
Takahiro Aze
Affiliation:
Atmosphere and Ocean Research Institute, The University of Tokyo, Kashiwa, Chiba 277-8564, Japan
Yosuke Miyairi
Affiliation:
Atmosphere and Ocean Research Institute, The University of Tokyo, Kashiwa, Chiba 277-8564, Japan
Hironobu Kan
Affiliation:
Research Center for Coastal Seafloor, Kyushu University, Nishi-ku, Fukuoka 819-0395, Japan
Yusuke Yokoyama
Affiliation:
Atmosphere and Ocean Research Institute, The University of Tokyo, Kashiwa, Chiba 277-8564, Japan
*
*Corresponding author. Email: s-hirabayashi@aori.u-tokyo.ac.jp
Rights & Permissions [Opens in a new window]

Abstract

In this study, we investigate the distribution of radiocarbon and uranium in the calcified opercula of Turbo sp. collected from Ryukyu region and Chiba, Japan, to explore the potential of U/Th dating using mollusks collected from the Japanese archipelago. We acquired high-resolution radiocarbon and uranium concentration measurements using single-stage accelerator mass spectrometry and laser ablation−inductively coupled plasma−mass spectrometry. Our results show that uranium in the opercula of modern Turbo sp. is unevenly distributed at concentrations 1000 times less than those in coral skeletons. Radiocarbon found in the calcified opercula samples record ambient seawater radiocarbon values as well as coral skeletons. Uranium in the calcified opercula of Holocene Turbo marmoratus were also unevenly distributed and concentrated within the opercula in a different manner than observed in modern samples, suggesting uranium exchange after death. Our results suggest variable uptake of uranium isotopes into mollusk shells and highlights the need for rigorous sample selection criteria when choosing mollusks species for U/Th dating around Japan.

Type
Conference Paper
Copyright
© The Author(s), 2024. Published by Cambridge University Press on behalf of University of Arizona

INTRODUCTION

High-resolution age determination is a critical and widely used approach in archaeology and paleoclimatology. Radiocarbon (14C) dating is a powerful tool for determining the ages of samples formed during the past 50,000 years, 14C ages are required for calibrating calendar ages using IntCal20 for atmospheric samples (Reimer et al. Reference Reimer, Austin, Bard, Bayliss, Blackwell, Bronk Ramsey, Butzin, Cheng, Edwards and Friedrich2020) and Marine20 for marine samples (Heaton et al. Reference Heaton, Köhler, Butzin, Bard, Reimer, Austin, Ramsey, Grootes, Hughen, Kromer, Reimer, Adkins, Burke, Cook, Olsen and Skinner2020). Additionally, when determining 14C ages of marine samples, it is necessary to consider the age of local marine reservoirs (Alves et al. Reference Alves, Macario, Ascough and Ramsey2018; Hirabayashi et al. Reference Hirabayashi, Yokoyama, Suzuki, Esat, Miyairi, Aze, Siringan and Maeda2019). Datasets relating to local marine reservoir ages are limited and vary with location and time, hindering the accuracy of radiocarbon age determination.

Uranium-thorium (U/Th) dating is another powerful tool used for age determination throughout the Late Quaternary. U/Th dating can obtain a calendar age more than 500,000 years without the calibration required for 14C dating; however, suitable marine samples for U/Th dating are largely restricted to well-preserved corals, with distributions limited to tropical and temperate regions. Some previous studies have approached the use of U/Th dating with other marine carbonate samples, such as marine mollusks and foraminifera. The uranium abundance in modern and fossil corals is approximately 3 ppm, generally ranging from 2–3.5 ppm (e.g., Broecker Reference Broecker1963; Kaufman et al. Reference Kaufman, Broecker, Ku and Thurber1971; Bard et al. Reference Bard, Hamelin, Fairbanks and Zindler1990; Edwards et al. Reference Edwards, Gallup and Cheng2003). Foraminiferal calcites have reported uranium abundance ranging from 0.02 to 0.05 ppm (Ku Reference Ku1965; Delaney and Boyle Reference Delaney and Boyle1983; Russell et al. Reference Russell, Emerson, Nelson, Erez and Lea1994). For marine mollusks, the corresponding uranium values lie within a range of 10 ppb to 9 ppm (Szabo Reference Szabo1979; Broecker Reference Broecker1963; Edwards et al. Reference Edwards, Gallup and Cheng2003). These results imply that uranium concentration differs among species and forms of biogenic aragonite/calcite. Giant clams (Tridacna gigas), which live in coral reefs and are used as paleoclimate archives for insolation and sea surface temperature, are often preserved better than fossil corals in terms of their retention of primary aragonite (Ayling et al. Reference Ayling, Chappell, Gagan and McCulloch2015). However, uranium concentrations within one modern Tridacna specimen have been observed to be unevenly distributed such that the inner layer was relatively enriched in uranium compared to other layers, such as hinge and outer layers (Ayling et al. Reference Ayling, Eggins, McCulloch, Chappell, Grün and Mortimer2017).

For closed-system U/Th dating, it is also critical that no uranium uptake and/or loss occurs after death and deposition of organisms. Uranium uptake after death of marine mollusks has been reported although the uranium concentration was evenly distributed in their living shells (Broecker Reference Broecker1963). The uranium distributions in modern and fossil giant clam shells have also been investigated (Nakanishi et al. Reference Nakanishi, Omura, Sakanoue and Konishi1971; Omura and Konishi Reference Omura and Konishi1971; Ayling et al. Reference Ayling, Eggins, McCulloch, Chappell, Grün and Mortimer2017). Using the fission track method, Nakanishi et al. (Reference Nakanishi, Omura, Sakanoue and Konishi1971) showed that fossil giant clam shells contain 0.2 ppm and 0.5 ppm of uranium in their inner and outer zones, respectively, while the corresponding values in modern shells were 0.03 ppm and 0.2 ppm. Using laser ablation−inductively coupled plasma−mass spectrometry (LA-ICP-MS), Ayling et al. (Reference Ayling, Eggins, McCulloch, Chappell, Grün and Mortimer2017) reported that uranium concentrations in fossil giant clams of Marine Isotope Stage (MIS) 5e and 11 were different, suggesting that both uranium uptake and loss occurred after death and deposition.

The mechanisms responsible for U/Ca variation in marine bivalve shells also remain unclear. Price and Pearce (Reference Price and Pearce1997) studied aragonite marine cockle shells (Cerastoderma edule) and related their uranium concentrations to granite weathering and industrial effluents. Gillikin and Dehairs (Reference Gillikin and Dehairs2013) discussed the relationship between U/Ca ratio in Saxidomus giganteus and seawater pH using LA-ICP-MS, concluding that the U/Ca ratio of their aragonite shell was not controlled by environmental factors. Several studies conducting U-series dating have reported strong diagenetic trends in fossil and recent shells (Kaufman et al. Reference Kaufman, Ghaleb, Wehmiller and Hillaire-Marcel1996, Reference Kaufman, Broecker, Ku and Thurber1971; McLaren and Rowe Reference McLaren and Rowe1996; Labonne and Hillaire–Marcel Reference Labonne and Hillaire-Marcel2000); however, these studies were generally conducted at low-resolution and performed limited investigations among of the diverse marine mollusk species.

Some previous studies have suggested that U/Th dating could be applied to marine bivalves. Arslanov et al. (Reference Arslanov, Tertychny, Kuznetsov, Chernov, Lokshin, Gerasimova, Maksimov and Dodonov2002) suggested suitable mollusk splices in the Caspian, Barents, White, and Black Seas based on comparisons between the 14C and U/Th ages of mollusk shells; it was shown that the ages of the shells calculated by both methods exhibit good agreement up to 15 ka. Cheong et al. (Reference Cheong, Choi, Khim, Sohn and Kwon2006) conducted U/Th dating of Holocene mollusks at Jeju Island, Korea. They assumed that the addition of external uranium would not be problematic if mollusks uptaked uranium immediately after deposition and maintained closed systems for both uranium and thorium (Cheong et al. Reference Cheong, Choi, Khim, Sohn and Kwon2006). Rowe et al. (Reference Rowe, Turner, Andrews, Leeder, van Calsteren and Thomas2015) also suggested that U/Th dating could be applied to pre-Holocene mollusk shells because detrital contamination does not appear to be a significant problem in the inner portions of mollusks (Lithophaga lithophaga) in the Mediterranean Sea. Nonetheless, a significant age correction is needed for the U/Th age of Holocene L. lithophaga shells due to rapid post-mortem uranium uptake (Rowe et al. Reference Rowe, Turner, Andrews, Leeder, van Calsteren and Thomas2015). These studies investigated limited mollusk species and regions; thus, additional investigation is needed, specific to the Japanese archipelago.

The Japanese archipelago spans a region of subtropical to subarctic waters in the Sea of Japan and the Pacific Ocean (Figure 1). Corals amenable to U/Th dating are distributed only at latitudes below Iki on the Japan Sea side, and Chiba on the Pacific Ocean side. Therefore, most Japanese marine geochronology has relied on 14C dating rather than U/Th dating. However, the number of local marine reservoir ages around Japan is limited. Marine mollusks are common around Japan and it is anticipated that they can provide a paleoclimate archive throughout the Quaternary, although the growth rates of marine mollusks are lower than those of corals. For example, the gastropods Turbo sp. are widely distributed from the Ryukyu region to the Tohoku region and are an important fisheries resource. Their operculum consists of a thin inner organic layer and an outer calcified (aragonite) layer (Suzuki and Togo Reference Suzuki and Togo1987). Unlike corals, which feature clear annual bands in their skeletons, it is generally unclear whether marine mollusks, including gastropods, have periodic growth bands or rings that may be used to determine their ages. Giant clam shells and abalones are known to have daily and seasonal growth rings, respectively. Turbo sazae has growth bands in its shell and calcified opercula, which are generally related to seawater temperature; however, the bands of Pacific specimens do not exhibit clear periodic cycles related to seasonal seawater temperature variability (Uno Reference Uno1962; Midorikawa Reference Midorikawa1986). Hence, the age of such shells is primarily estimated using their height and length.

Figure 1 Map showing the distribution of corals and mollusks around Japan and the sampling sites (stars) of the present study at Kume Island and Katsuura. Black arrows show the distribution of Turbo sazae, Turbo marmoratus, and Tridacna sp. around Japan. Dashed line shows the distribution limits of coral reefs and reef-banding corals.

In this study, we investigate uranium concentrations in modern and fossil calcified opercula of Turbo sp., which are widely distributed around Japan, to evaluate their potential for U/Th dating. Understanding uranium incorporation into gastropod shells may also help refine the application of U-series dating of mollusk shells, which could provide an archive with unprecedented resolution for samples older than the range permissible for 14C dating. We also measured 14C concentrations in modern calcified opercula of Turbo sp. to evaluate their assumed ages.

MATERIALS AND METHODS

Living and fossil Turbo sp. were collected at Ahra beach and Nishimezaki, Kume Island, Japan, in 2018 and 2019. Groundwater discharge that occurs at Ahra beach. Nishimezaki is formed by an uplifted Holocene coral terrace (Kan et al. Reference Kan, Takahashi and Koba1991). Living Turbo sazae were collected in Katsuura, Chiba in May 2019. Surface seawater was also collected in September 2019 at Kume Island. The calcified opercula of Turbo sp. were polished to obtain flat surfaces, then sliced to compare the difference of the uranium distribution at the surface and through a transect of calcified opercula. During polishing of the calcified opercula, the thin-brown organic matrix at the surface of both modern and fossil samples disappeared. Samples were cleaned using ultra-pure water and an ultrasonic probe to remove surface contaminants, then dried overnight in an oven at 40°C prior to analysis. LA-ICP-MS analyses were performed at the Atmosphere and Ocean Research Institute, the University of Tokyo, Japan, with a sector field ICP-MS (ELEMENT XR, Thermo Fisher Scientific, Bremen, Germany) equipped with an ArF excimer laser (193 nm) (RESOlution M-50 LR, Resonetics) (Kawakubo et al. Reference Kawakubo, Yokoyama, Suzuki, Okai, Alibert, Kinsley and Eggins2014). The laser was operated at a 5 Hz pulse rate with an applied energy density of ∼7 J/cm2 to the sample surface. We used a circular beam for opercula analysis along the lines shown in Figure S1; the diameter of the ablation spot was set to a size of 155 μm.

Following LA-ICP-MS measurements, living shells and opercula samples were subsampled along their growth bands for radiocarbon dating. Approximately 1–5 mg of powdered samples of shells and opercula were graphitized for radiocarbon dating following the method described by Yokoyama et al. (Reference Yokoyama, Koizumi, Matsuzaki, Miyairi and Ohkouchi2010). For fossil samples, approximately 10 mg was collected, and the age determination method of Yokoyama et al. (Reference Yokoyama, Miyairi, Matsuzaki and Tsunomori2007) was employed. The graphite target samples were then analyzed with a single-stage accelerator mass spectrometer (YS-AMS; Yokoyama et al. Reference Yokoyama, Miyairi, Aze, Yamane, Sawada, Ando, de Natris, Hirabayashi, Ishiwa, Sato and Fukuyo2019) at the Atmosphere and Ocean Research Institute, the University of Tokyo, Japan. The 14C age of our Holocene samples were calibrated using OxCal version 4.4 (Bronk Ramsey Reference Ramsey1995) via comparison with Marine20 data (Heaton et al. Reference Heaton, Köhler, Butzin, Bard, Reimer, Austin, Ramsey, Grootes, Hughen, Kromer, Reimer, Adkins, Burke, Cook, Olsen and Skinner2020). The ΔR value was assigned as follows: ΔR = −177 ± 67, i.e., the calculated weighted mean of ΔR in Kikai Island and Ishigaki Island reported from Hirabayashi et al. (Reference Hirabayashi, Yokoyama, Suzuki, Miyairi and Aze2017) with Marine20 using the CALIB Marine reservoir correction database (available online at http://calib.org/marine/) (Reimer and Reimer Reference Reimer and Reimer2017).

RESULTS AND DISCUSSIONS

Age Determination of Modern Opercula of Turbo sp.

Age determination of Turbo sp. using the growth rings of calcified opercula is difficult because they lack clear periodic cycles in their rings that can be related to seawater temperature. We measured Mg/Ca and Sr/Ca ratios in calcified opercula of Turbo sp. but could not recognize any clear seasonal cycles (Figure S4) such as coral skeletal Sr/Ca (Hirabayashi et al. Reference Hirabayashi, Yokoyama, Suzuki, Kawakubo, Miyairi, Okai and Nojima2013; Zeng et al. Reference Zeng, Yokoyama, Hirabayashi, Miyairi, Suzuki, Aze and Kawakubo2022). Hence, the age assumptions of KTN-1 and K-HATE-1 were based on relationships between shell height and age.

We used modern and fossil calcified opercula, rather than shells, for age determinations. This approach requires that we first calculate their shell height/length based on the maximum calcified opercula lengths. Linear regressions comparing shell height/length, and maximum length of calcified opercula have been reported by Kinoshita (Reference Kinoshita2007) for Turbo marmoratus and Uno (Reference Uno1962) and Fujii (Reference Fujii1998) for Turbo sazae (Figures S2 and S3). Kinoshita (Reference Kinoshita2007) reported a linear relationship between shell height and maximum length of calcified opercula in Turbo marmoratus from the Amami Islands and Ryukyu Islands. Likewise, Uno (Reference Uno1962) and Fujii (Reference Fujii1998) reported a linear relationship for Turbo sazae. For modern samples, we used pairs of shells and their opercula to confirm that these samples fit the linear regression lines of Kinoshita (Reference Kinoshita2007), Uno (Reference Uno1962), and Fujii (Reference Fujii1998) (Figures S2a and S3a). Subsequently, we estimated calcified opercula lengths for each subsampling band used for radiocarbon dating based on imagery. Using the estimated opercula lengths in the subsampled bands, we calculated the shell height/length of these bands at their time of formation based on the linear regression lines of Kinoshita (Reference Kinoshita2007), Uno (Reference Uno1962), and Fujii (Reference Fujii1998).

We then estimated the ages at which the subsampling bands were formed using the relationships between shell height/length and age of Turbo marmoratus collected from Tokunoshima Island, the Amami Islands, reported by Igari et al. (Reference Igari, Matsumoto and Kitaue2001), and for Turbo sazae in Chiba reported by Midorikawa (Reference Midorikawa1986). The results are shown as “expected year” in Table 1. We could not estimate the ages at which the maximum length of a calcified operculum was smaller than 30 mm because of the lack of data in Kinoshita (Reference Kinoshita2007). Both KTN-1 and K-HATE-1 are estimated to have lived for at least three years based on the height and length of their shells. In the following section, we use the expected year of modern samples to compare their 14C variability with seawater radiocarbon data.

Table 1 Measured radiocarbon data of calcified opercula from living Turbo sp.

Radiocarbon Dating of Opercula of Turbo sp.

The ages of fossil calcified opercula of Turbo sp. were 871 ± 93 cal year BP for K-ARA-1, 647 ± 79 cal year BP for K-ARA-3 and, 642 ± 80 cal year BP for K-NISH-I. The 14C concentration (Δ14C as defined by Stuiver and Polach Reference Stuiver and Polach1977) of modern calcified opercula of Turbo sazae KTN-1 ranges from 14.36‰ to 32.03‰, averaging 21.73‰. The averaged 14C concentration of modern calcified opercula of Turbo marmoratus, K-HATE-1, was 32.26‰, ranging from 24.34‰ to 41.25‰.

The 14C concentration (Δ as defined by Stuiver and Polloch Reference Stuiver and Polach1977) of seawater samples collected at a depth of 10 m in 2019 at Kume Island was 22.03‰. Due to a lack of seawater radiocarbon datasets around the Ryukyu Islands since 2008, we assumed the radiocarbon variability from 2009 to 2019 in the Ryukyu Islands using coral skeletal radiocarbon data reported from Ishigaki Island (Hirabayashi et al. Reference Hirabayashi, Yokoyama, Suzuki, Miyairi and Aze2017; Yokoyama et al. Reference Yokoyama, Tims, Froehlich, Hirabayashi, Aze, Fifield, Koll, Miyairi, Pavetich and Kuwae2022) and seawater data measured at Kume Island in September 2019 (Table 2) and compared these values with the 14C concentrations recorded in Turbo sp. in this study.

Table 2 Measured radiocarbon data of seawater collected at Kume Island in 2019.

As mentioned above, we estimated the radiocarbon ages of each subsample based on the size of modern Turbo sp. opercula, using expected ages to calculate Δ and compare with seawater 14C datasets for the Ryukyu Islands (Tables 1 and 2; Figure 2). 14C variability in Turbo sp. was found to closely match with seawater 14C, suggesting that 14C in the calcified opercula of Turbo sp. reflect the 14C content in ambient seawater; this suggests that our age assumptions for KTN-1 and K-HATE-1 are reasonable. Both Turbo sazae and Turbo marmoratus ingest marine algae, whose dissolved inorganic carbon reflects 14C variability in ambient seawater (Satoh et al. Reference Satoh, Fukuda, Miyairi, Yokoyama and Nagata2019). Ota et al. (Reference Ota, Yokoyama, Miyairi, Hayakawa, Satoh, Fukuda and Tanaka2021) reconstructed 14C variability in Otsuchi Bay based on 14C data recorded in abalone shells, which also ingest marine algae; as such, their shells also reflect 14C variability in ambient seawater. 14C data in KTN-1 were always ≤10‰ higher than those of K-HATE-1, suggesting that differences in the depth and location of the organism’s habitat between Chiba and the Ryukyu Islands have some influence.

Figure 2 Radiocarbon profile of living Turbo sazae (KTN-1, blue) collected from Katsuura, living Turbo marmarotus (K-HATE-1, red), and seawater at Kume Island (black). The radiocarbon content of Kuroshio seawater was estimated based on coral skeletal radiocarbon data from Ishigaki (Hirabayashi et al. Reference Hirabayashi, Yokoyama, Suzuki, Miyairi and Aze2017; Yokoyama et al. Reference Yokoyama, Tims, Froehlich, Hirabayashi, Aze, Fifield, Koll, Miyairi, Pavetich and Kuwae2022) and seawater in Kume Island measured in this study.

Uranium Distribution

Averaged uranium concentrations of modern samples range from 0.003 to 0.115 ppm (Table 3). Our results show that uranium in the opercula of modern Turbo sp. were unevenly distributed and that the concentrations recorded are 1000 times less than that measured in coral skeletons (Figure 3), while radiocarbon in opercula samples reflect the radiocarbon values of the ambient seawater as well as corals. The U/Ca ratios of both modern and fossil Turbo sp. samples were lower than those of corals and seawater (1.3×10−6) reported by Edwards et al. (Reference Edwards, Gallup and Cheng2003). U/Ca in modern Turbo sazae samples ranges from 10−10 to 10−6, while that of Turbo marmoratus ranges from 10−8 to 10−7. U/Ca ratios in fossil Turbo sazae and Turbo marmoratus samples were 10−7 to 10−6. These results suggest that either biological control or the vital effect of marine gastropods influences uranium incorporation from ambient seawater more strongly than in corals. Based on differences in their U/Ca ratio, the vital effect in Turbo marmoratus was possibly stronger than that in Turbo sazae, although the number of measurements from which this suggestion is drawn are limited, and more investigation is needed to fully clarify the mechanism responsible for this observation.

Table 3 Measured radiocarbon, U, Mg, Sr, and Ca contents of calcified opercula from Turbo sp.

* This sample was cut K-ARA-1 to measure uranium destribution in the cross section of the Turbo sp.

Figure 3 Uranium distributions in calcified opercula of (a) modern Turbo sazae samples KTN-1 and KTN-3, (b) fossil Turbo sp. samples K-ARA-1 and K-ARA-3, (c) modern Turbo sazae sample KTN-5 (cross section), (d) modern Turbo marmoratus sample K-HATE-1, (e) fossil Turbo marmoratus sample K-NISHI, and (f) fossil Turbo sp. sample K-ARA-1 (cross section). Measurement lines are shown in Figure S1.

In all samples, uranium is most concentrated in the central area, where the age of the organism is likely less than 1 year based on the radiocarbon results discussed above. Uranium was not concentrated into the opercula (more than one year old) of either Turbo sazae or Turbo marmoratus. The highest uranium values, approximately 2.2 ppm, were recorded in the central regions of the Turbo sazae samples, KTN-1 and KTN-5, which are almost the same as the uranium content of corals. Modern Turbo marmaoratus also contained higher uranium concentrations in the central area than other areas of the opercula, although the highest uranium values in Turbo marmoaratus were one order of magnitude lower than those in Turbo sazae (Table 3).

During the larval stage of Turbo sp., the organism adopts a lecithotrophic life mode with a short non-feeding pelagic stage. Shell formation in such non-feeding veligers, including Turbo sazae, is thought to be completed in the veliger stage (Onitsuka et al. Reference Onitsuka, Kimura, Ono, Takami and Nojiri2014). Their non-feeding larval stage is usually finished within a few days, after which they settle as juveniles to start feeding on microalgae such as diatoms in the case of Turbo marmorotus; and on coralline algae in the case of Turbo sazae. Large juveniles and adults feed on the red algae Gracilaria, Hypnea, and Echeuma and brown algae, such as Sargassaum. Uranium concentrations in seawater in Ibaraki and Mie were reported as 3.1 ± 0.3 and 2.9 ± 0.3 ng/ml, respectively (Matsuba et al. Reference Matsuba, Ishii, Nakahara, Nakamura, Watabe and Hirano2000). Miyake et al. (Reference Miyake, Sugimura and Mayeda1970) measured the uranium contents of the open ocean water and in marine algae, showing that concentrations in marine algae were approximately 500–600 ng/g and that the uranium activity ratio in marine algae reflected that of ambient seawater. Ishii et al. (Reference Ishii, Nakahara, Matsuba and Ishikawa1991) reported uranium distributions in marine organisms, finding higher uranium concentration in soft tissues relative to shells in the case of Tridacna squamosa. The highest uranium concentrations of 370 ng/g were identified in the soft tissues of the liver in Tridacna squamosa. We therefore propose that the high uranium concentrations recorded in the central opercular regions in modern samples are related to their non-feeding pelagic stage, as opposed to post-settlement. Uranium concentration has not yet been reported in the yolk of the organism, but it is possible that these concentrations would also be high. Additional investigations will be needed to evaluate this.

The average values of uranium concentrations in all fossil samples were higher than in modern samples. However, the maximum uranium concentration values in fossil samples were lower than modern samples with the exception of Turbo marmoratus (Table 3). The highest uranium values in fossil Turbo sazae samples were located approximately 5–10 mm from the center, which differs from modern samples (Figure 3). Likewise, the highest uranium concentrations in fossil Turbo marmoratus were also located 5–10 mm from the center (Figure 3e). These results suggest that uranium uptake occurred especially in the area of ∼5 mm outside from the center, with subsequent uranium loss from the central opercular area after the organism’s death and deposition.

Alying et al. (Reference Ayling, Eggins, McCulloch, Chappell, Grün and Mortimer2017) measured uranium concentrations in modern and fossil Tridacna gigas samples from MIS 5e and MIS 11 using LA-ICP-MS, showing that uranium uptake occurred mostly in the outer zones of the fossils. Additionally, Alying et al. (Reference Ayling, Eggins, McCulloch, Chappell, Grün and Mortimer2017) developed simple uranium uptake and loss models for T. gigas, suggesting that uranium adsorption occurred within the first 200,000 years after death and that loss occurred after 50,000 years. In case of two Turbo sazae samples, K-ARA-1 and K-ARA-3, the areas with the highest uranium values differ although their age difference is only 230 years. In the case of K-ARA-3, areas with high uranium concentrations were 1.5 mm and 6 mm from the center; for K-ARA-1, this concentrated region was 2–6 mm from the center. These differences might reflect uranium uptake and loss processes in the opercula of Turbo sazae during the aforementioned 230-year period. Older fossil Turbo sp. samples are required to fully investigate uranium input and output processes over time.

Considering other elements, such as Sr, Mg, and Ca measured simultaneously with U by LA-ICP-MS (Figure S4), we found no correlation between U and Mg/Ca either in the modern or fossil samples (Figure 4a). Unlike U, concentrations of Sr and Mg in fossil and modern samples did not significantly change. Because calcic opercula of Turbo sp. consist of aragonite, Mg/Ca ratio would be increased if their opercula underwent diagenesis. Distribution profiles of U/Ca ratios in the fossil calcified opercula was different from that observed for Mg/Ca ratio (Figure S4), suggests that heterogenous uranium distribution in fossil samples did not result from diagenesis. We also observed crystals of modern and fossil samples using scanning electron microscopy−energy dispersive X-ray spectroscopy (SEM-EDS) (Figure S5, Figure S6, Figure S7). We did not identify any recrystallization at the surface of fossil Turbo marmoratous. Alying et al. (Reference Ayling, Eggins, McCulloch, Chappell, Grün and Mortimer2017) suggested that uranium uptake may be partly controlled by diagenetic changes. We note however, that since the uranium distributions in K-NISHI, KTN-1, and KTN-3 are similar, areas in which uranium was easily adsorbed were not primarily controlled by diagenesis.

Figure 4 Relationship between uranium concentrations and (a) Mg/Ca and (b) Sr/Ca ratios in modern and fossil Turbo sp. measured using laser-ablation–inductively coupled plasma–mass spectrometry (LA-ICP-MS).

Positive correlations were found between U and Sr/Ca in both modern samples and fossil samples with the exception of modern Turbo marmoratus (Figure 4b). Elliot et al. (Reference Elliot, Welsh, Chilcott, McCulloch, Chappell and Ayling2009) suggested that Sr/Ca ratio in T. gigas exhibited no correlations with temperature, growth rate, and metabolic rate. On the other hand, studies using other species, such as S. giganteus and M. mercenaria, have suggested that Sr incorporation into the shell was influenced by growth rates (Takesue and van Geen Reference Takesue and van Geen2004; Gillikin et al. Reference Gillikin, Lorrain, Navez, Taylor, André, Keppens, Baeyens and Dehairs2005). In case of Turbo sp., Sr/Ca in the calcified opercula did not have any correlations with temperature and growth rates judging from the similarly heterogeneous distribution of U and Sr.

We estimated the age difference reflected by the heterogenous distribution of uranium in fossil Turbo sp. samples. The U/Th ages were determined using following equation (Edwards et al. Reference Edwards, Chen and Wasserburg1987):

(1) $${\left[ {{{{}_\;^{230}Th\;} \over {{}_\;^{238}U}}} \right]_{act}} - 1 = \; - {e^{ - {\lambda _{230}}T}} + {{\delta {}_\;^{234}{U_m}} \over {1000}}\left( {{{{\lambda _{230}}} \over {{\lambda _{230}} - {\lambda _{234}}}}} \right)\left( {1 - {e^{ - \left( {{\lambda _{230}} - {\lambda _{234}}} \right)T}}} \right)$$
(2) $$\delta^{234}U = \left(\left[\frac{^{234} U}{^{238} U}\right]_{act} - 1\right) \times 1000 \; (\unicode{x2030})$$
(3) $$\delta {}_\;^{234}{U_m} = \delta {}_\;^{234}{U_i}\;{e^{ - {\lambda _{234}}T}}\;$$

where T is sample age, [230Th/238U]act and [234U/238U]act are the activity ratios for each isotope, and λ230 and λ234 are the decay constants for 230Th and 234U, respectively. We used decay constants of λ230 = 9.1705 ×10−6 year−1 and 2.82206 ×10−6 year−1 as reported by Cheng et al. (Reference Cheng, Edwards, Shen, Polyak, Asmerom, Woodhead, Hellstrom, Wang, Kong, Spötl, Wang and Alexander2013). δ234Um is the uranium isotope ratios corresponding to the time at which U/Th was measured and δ234Ui is the initial value. We assumed a constant 230Th concentration in the calcified opercula of Turbo sp. and that 234U/238U in the calcified opercula of Turbo sp. was as same as that of seawater. Therefore, we used a δ234Uinitial of 146.8 following Andersen et al. (Reference Andersen, Stirling, Zimmermann and Halliday2010) and calculated δ234Um using Eq. (3) for each fossil sample. We calculated 230Th concentrations using Eq. (1) with the minimum 238U concentrations in each fossil sample. We used calibrated 14C ages using Marine20 shown in Table 3 as the value of T in Eq. (1). After evaluating the 230Th concentration, we calculated U/Th ages using the maximum 238U values in each sample and the estimated 230Th. The age differences were found to be 800 years, 602 years, and 605 years in KTN-1, KTN-3, and K-NISHI, respectively (Table S1). Although some assumption were made in determining the distribution of 230Th and δ234U in the calcified opercula of Turbo sp., our estimations suggest that uranium uptake and loss processes should be considered when using fossil marine mollusks for U/Th dating. Contrary to Arslanov et al. (Reference Arslanov, Tertychny, Kuznetsov, Chernov, Lokshin, Gerasimova, Maksimov and Dodonov2002) and Cheong et al. (Reference Cheong, Choi, Khim, Sohn and Kwon2006), who suggested that U/Th dating may be performed using Holocene samples, our results warn against using Holocene Turbo sp. samples from the Japanese archipelago for U/Th dating without careful scrutiny.

CONCLUSION

We measured radiocarbon and uranium concentrations in modern and fossil Turbo sp. collected from Chiba and Kume Island, Japan. Although radiocarbon in the calcified opercula of modern samples seems to record 14C of ambient seawater, as corals, uranium concentrations in calcified opercula were a small fraction (1/1000) of the uranium concentrations found in corals. Uranium distributions in opercula are heterogeneous and concentrations can reach ppm levels in the center of the opercula; where localized values may be as high as those observed in corals. These results suggest that uranium from the ingestion of marine algae by juvenile and adult mollusks is not efficiently incorporated into their shells; on the other hand, uranium is readily absorbed during the planktonic growth stage. The uranium distribution in fossil Turbo sp. was also found to be heterogeneous, but the areas exhibiting the highest uranium concentration were slightly different from those of the modern samples. Uranium distributions in fossil samples can affect U/Th ages by up to 800 years in case of 1 ka-old samples. Our study indicates that uranium uptake and loss even occur in Holocene-age marine mollusks, and can inhibit accurate U/Th dating using Turbo sp. Thus, further investigation is needed to understand the criteria for choosing appropriate mollusks species for U/Th dating around the Japanese archipelago.

ACKNOWLEDGMENTS

We thank constructive comments from Dr. Derek Hamilton and an anonymous reviewer that improved the manuscript. Isamu Nakayoshi and Arisa Izeki supported this study by collecting our samples in Kume Island. This study was financially supported by JSPS Grant-in-Aid for Young Scientists (19K14805), and Grant-in-Aid for Scientific Research S (16H06309).

Supplementary material

To view supplementary material for this article, please visit https://doi.org/10.1017/RDC.2023.122

Footnotes

Selected Papers from the 24th Radiocarbon and 10th Radiocarbon & Archaeology International Conferences, Zurich, Switzerland, 11–16 Sept. 2022.

References

REFERENCES

Alves, EQ, Macario, K, Ascough, P, Ramsey, BC. 2018. The worldwide marine radiocarbon reservoir effect: Definitions, mechanisms, and prospects. Reviews of Geophysics 56(1):278305.Google Scholar
Andersen, MB, Stirling, CH, Zimmermann, B, Halliday, AN. 2010. Precise determination of the open ocean 234U/238U composition. Geochemistry, Geophysics, Geosystems 11(12):Q12003.Google Scholar
Arslanov, KhA, Tertychny, NI, Kuznetsov, VY, Chernov, SB, Lokshin, NV, Gerasimova, SA, Maksimov, FE, Dodonov, AE. 2002. 230Th/U and 14C dating of mollusc shells from the coasts of the caspian, barents, white and black seas. Geochronometria 21:4956.Google Scholar
Ayling, BF, Chappell, J, Gagan, MK, McCulloch, MT. 2015. ENSO variability during MIS 11 (424–374 ka) from Tridacna gigas at Huon Peninsula, Papua New Guinea. Earth and Planetary Science Letters 431:236246.Google Scholar
Ayling, BF, Eggins, S, McCulloch, MT, Chappell, J, Grün, R, Mortimer, G. 2017. Uranium uptake history, open-system behaviour and uranium-series ages of fossil Tridacna gigas from Huon Peninsula, Papua New Guinea. Geochimica et Cosmochimica Acta 213:475501.Google Scholar
Bard, E, Hamelin, B, Fairbanks, RG, Zindler, A. 1990. Calibration of the 14C timescale over the past 30,000 years using mass spectrometric U-Th ages from Barbados corals. Nature 345(6274):405410.Google Scholar
Broecker, WS. 1963. A preliminary evaluation of uranium series inequilibrium as a tool for absolute age measurement on marine carbonates. Journal of Geophysical Research 68(9): 28172834.Google Scholar
Cheng, H, Edwards, RL, Shen, C-C, Polyak, VJ, Asmerom, Y, Woodhead, J, Hellstrom, J, Wang, Y, Kong, X, Spötl, C, Wang, X, Alexander, EC Jr.. 2013. Improvements in 230Th dating, 230Th and 234U half-life values, and U-Th isotopic measurements by multi-collector inductively coupled plasma mass spectrometry. Earth and Planetary Science Letters 371–372:8291.Google Scholar
Cheong, C-S, Choi, MS, Khim, BK, Sohn, YK, Kwon, ST. 2006. 230Th/234U dating of Holocene mollusk shells from Jeju Island, Korea, by multiple collectors inductively coupled plasma mass spectrometry. Geosciences Journal 10(1):6774.Google Scholar
Delaney, ML, Boyle, EA. 1983. Uranium and thorium isotope concentrations in foraminiferal calcite. Earth and Planetary Science Letters 62(2):58262.Google Scholar
Edwards, RL, Chen, JH, Wasserburg, GJ. 1987. 238U-234U-230Th-232Th systematics and the precise measurement of time over the past 500,000 years. Earth and Planetary Science Letters 81(2–3):175192.Google Scholar
Edwards, RL, Gallup, CD, Cheng, H. 2003. Uranium-series dating of marine and lacustrine carbonates. Uranium. Reviews in Mineralogy and Geochemistry 52(1):363405.Google Scholar
Elliot, M, Welsh, K, Chilcott, C, McCulloch, M, Chappell, J, Ayling, B. 2009. Profiles of trace elements and stable isotopes derived from giant long-lived Tridacna gigas bivalves. Palaeogeography, Palaeoclimatology, Palaeoecology 280(1–2):132142.Google Scholar
Fujii, A. 1998. Fisheries biology of the spiny top shell, Batillus cornutus, in the coastal waters of Tsushima Island. Bull Nagasaki Prefect Inst Fish 24:69115.Google Scholar
Gillikin, DP, Dehairs, F. 2013. Uranium in aragonitic marine bivalve shells. Palaeogeography, Palaeoclimatology, Palaeoecology 373:6065.CrossRefGoogle Scholar
Gillikin, DP, Lorrain, A, Navez, J, Taylor, JW, André, L, Keppens, E, Baeyens, W, Dehairs, E. 2005. Strong biological controls on Sr/Ca ratios in aragonitic marine bivalve shells. Geochemistry, Geophysics, Geosystems 6(5):Q05009.Google Scholar
Heaton, TJ, Köhler, P, Butzin, M, Bard, E, Reimer, RW, Austin, WEN, Ramsey, CB, Grootes, PM, Hughen, KA, Kromer, B, Reimer, PJ, Adkins, J, Burke, A, Cook, MS, Olsen, J, Skinner, LC. 2020. Marine20—the marine radiocarbon age calibration curve (0–55,000 cal BP). Radiocarbon 62(4):779820.CrossRefGoogle Scholar
Hirabayashi, S, Yokoyama, Y, Suzuki, A, Esat, T, Miyairi, Y, Aze, T, Siringan, F, Maeda, Y. 2019. Local marine reservoir age variability at Luzon Strait in the South China Sea during the Holocene. Nuclear Instruments and Methods in Physics Research Section B 455:171177.Google Scholar
Hirabayashi, S, Yokoyama, Y, Suzuki, A, Kawakubo, Y, Miyairi, Y, Okai, T, Nojima, S. 2013. Coral growth-rate insensitive Sr/Ca as a robust temperature recorder at the extreme latitudinal limits of Porites. Geochemical Journal 47(3):e1e5.Google Scholar
Hirabayashi, S, Yokoyama, Y, Suzuki, A, Miyairi, Y, Aze, T. 2017. Multidecadal oceanographic changes in the western Pacific detected through high-resolution bomb-derived radiocarbon measurements on corals: western Pacific oceanography and bomb 14C. Geochemistry, Geophysics, Geosystems 18(4):16081617.Google Scholar
Hirabayashi, S, Yokoyama, Y, Suzuki, A, Miyairi, Y, Aze, T. 2017. Short-term fluctuations in regional radiocarbon reservoir age recorded in coral skeletons from the Ryukyu Islands in the north-western Pacific: short-term fluctuations in local reservoir age in the Ryukyus. Journal of Quaternary Science 32(1):16.Google Scholar
Igari, T, Matsumoto, N, Kitaue, K. 2001. Growth of the Jevenile green snail, Turbo marmoratus in Tokunoshima Island, Kagoshima Prefecture. Suisanzoshoku 49:413414.Google Scholar
Ishii, T, Nakahara, M, Matsuba, M, Ishikawa, M. 1991. Determination of 238U in marine organisms by inductively coupled plasma mass spectrometry. Nippon Suisan Gakkaishi 57(5):779787.Google Scholar
Kan, H, Takahashi, T, Koba, M. 1991. Morpho-dynamics on Holocene reef accretion: Drilling results from Nishimezaki reef, Kume Island, the central Ryukyus. Geographical Review of Japan, Series B 64(2):114131.Google Scholar
Kaufman, A, Broecker, WS, Ku, TL, Thurber, DL. 1971. The status of U-series methods of mollusk dating. Geochimica et Cosmochimica Acta 35(11):11551183.Google Scholar
Kaufman, A, Ghaleb, B, Wehmiller, JF, Hillaire-Marcel, C. 1996. Uranium concentration and isotope ratio profiles within Mercenariu shells: Geochronological implications. Geochimica et Cosmochimica Acta 60(19):37353746.Google Scholar
Kawakubo, Y, Yokoyama, Y, Suzuki, A, Okai, T, Alibert, C, Kinsley, L, Eggins, S. 2014. Precise determination of Sr/Ca by laser ablation ICP-MS compared to ICP-AES and application to multi-century temperate corals. Geochemical Journal 48(2):145152.Google Scholar
Kinoshita, N. 2007. New discussions on shell trade: based on archaeological sites in Amami Oshima from the 6th through 8th centuries with large amounts of excavated shells from Great Green Turban Snails. Kumamoto Journal of Cult Humanities 93:122.Google Scholar
Ku, TL. 1965. An evaluation of the U234/U238 method as a tool for dating pelagic sediments. Journal of Geophysical Research 70(14):34573474.Google Scholar
Labonne, M, Hillaire-Marcel, C. 2000. Geochemical gradients within modern and fossil shells of Concholepas Concholepas from northern Chile: an insight into U-Th systematics and diagenetic/authigenic isotopic imprints in mollusk shells. Geochimica et Cosmochimica Acta 64(9):15231534.Google Scholar
Matsuba, M, Ishii, T, Nakahara, M, Nakamura, R, Watabe, T, Hirano, S. 2000. The concentrations of uranium in marine organisms. Radioisotopes 49(7):346353.Google Scholar
McLaren, SJ, Rowe, PJ. 1996. The reliability of uranium-series mollusc dates from the western Mediterranean basin. Quaternary Science Reviews 15(7):709717.Google Scholar
Midorikawa, T. 1986. [The knowledge and problems about the turban shell] Sazae ni kansuru kiou chiken to mondaiten (in Japanese). Wasuizoushihou 17:3656.Google Scholar
Miyake, Y, Sugimura, Y, Mayeda, M. 1970. The uranium content and the activity ratio 234U/238U in marine organisms and sea water in the western North Pacific. Journal of Oceanography 26(3):123129.Google Scholar
Nakanishi, T, Omura, A, Sakanoue, M, Konishi, K. 1971. Distribution of uranium and sodium in fossil Tridacna shell studied through fission track method and activation autoradiography. Fossils 21:614.Google Scholar
Omura, A, Konishi, K. 1971. Isotope content of uranium, thorium and protactinium in present-day and fossil Tridacna shells, and its application to chronology. Fossils 21:1527.Google Scholar
Onitsuka, T, Kimura, R, Ono, T, Takami, H, Nojiri, Y. 2014. Effects of ocean acidification on the early developmental stages of the horned turban, Turbo cornutus. Marine Biology 161(5):11271138.CrossRefGoogle Scholar
Ota, K, Yokoyama, Y, Miyairi, Y, Hayakawa, J, Satoh, N, Fukuda, H, Tanaka, K. 2021. Northeast Pacific seawater radiocarbon recorded in abalone shells obtained from Otsuchi Bay, Japan. Radiocarbon 63(4):12491258.Google Scholar
Price, GD, Pearce, NJG. 1997. Biomonitoring of pollution by Cerastoderma edule from the British Isles: A Laser ablation ICP-MS study. Marine Pollution Bulletin 34(12):10251031.Google Scholar
Ramsey, BC. 1995. Radiocarbon calibration and analysis of stratigraphy: the OxCal program. Radiocarbon 37(2):425430.Google Scholar
Reimer, PJ, Austin, WEN, Bard, E, Bayliss, A, Blackwell, PG, Bronk Ramsey, C, Butzin, M, Cheng, H, Edwards, RL, Friedrich, M, et al. 2020. The IntCal20 Northern Hemisphere radiocarbon age calibration curve (0–55 cal kBP). Radiocarbon 62(4):725757.Google Scholar
Reimer, RW, Reimer, PJ. 2017. An online application for ΔR calculation. Radiocarbon 59(5):16231627.Google Scholar
Rowe, PJ, Turner, JA, Andrews, JE, Leeder, MR, van Calsteren, P, Thomas, L. 2015. Uranium-thorium dating potential of the marine bivalve Lithophaga Lithophaga. Uranium. Quaternary Geochronology 30:8089.Google Scholar
Russell, AD, Emerson, S, Nelson, BK, Erez, J, Lea, DW. 1994. Uranium in foraminiferal calcite as a recorder of seawater uranium concentrations. Geochimica et Cosmochimica Acta 58(2):671681.Google Scholar
Satoh, N, Fukuda, H, Miyairi, Y, Yokoyama, Y, Nagata, T. 2019. Position-dependent radiocarbon content of the macroalgae Undaria pinnatifida as an indicator of oceanographic conditions during algal growth. Journal of Oceanography 75(4):349358.Google Scholar
Stuiver, M, Polach, HA. 1977. Discussion reporting of 14C data. Radiocarbon 19(3):355363.Google Scholar
Suzuki, S, Togo, Y 1987. Microstructure of the calcified opercula of some Tubind gastropods. Association for the Geological Collaboration in Japan 41:4856.Google Scholar
Szabo, BJ. 1979. 230Th, 231Pa, and open system dating of fossil corals and shells. Journal of Geophysical Research 84(C8):4927.Google Scholar
Takesue, RK, van Geen, A. 2004. Mg/Ca, Sr/Ca, and stable isotopes in modern and Holocene Protothaca staminea shells from a northern California coastal upwelling region. Geochimica et Cosmochimica Acta 68(19):38453861.CrossRefGoogle Scholar
Uno, Y. 1962. Studies on the aquiculture of Turbo cornutus−Solander with special reference to the ecology and periodicity of the growth. Journal of the Tokyo University of Fisheries 6:176.Google Scholar
Yokoyama, Y, Koizumi, M, Matsuzaki, H, Miyairi, Y, Ohkouchi, N. 2010. Developing ultra small-scale radiocarbon sample measurement at the University of Tokyo. Radiocarbon 52(2):310318.Google Scholar
Yokoyama, Y, Miyairi, Y, Aze, T, Yamane, M, Sawada, C, Ando, Y, de Natris, M, Hirabayashi, S, Ishiwa, T, Sato, N, Fukuyo, N. 2019. A single stage accelerator Mass Spectrometry at the Atmosphere and Ocean Research Institute, The University of Tokyo. Nuclear Instruments and Methods in Physics Research Section B 455:311316.Google Scholar
Yokoyama, Y, Miyairi, Y, Matsuzaki, H, Tsunomori, F. 2007. Relation between acid dissolution time in the vacuum test tube and time required for graphitization for AMS target preparation. Nuclear Instruments and Methods in Physics Research Section B 259(1):330334.Google Scholar
Yokoyama, Y, Tims, S, Froehlich, M, Hirabayashi, S, Aze, T, Fifield, LK, Koll, D, Miyairi, Y, Pavetich, S, Kuwae, M. 2022. Plutonium isotopes in the North Western Pacific sediments coupled with radiocarbon in corals recording precise timing of the Anthropocene. Scientific Reports 12(1):10068.Google Scholar
Zeng, Y, Yokoyama, Y, Hirabayashi, S, Miyairi, Y, Suzuki, A, Aze, T, Kawakubo, Y. 2022. A rapid and precise method of establishing age model for coral skeletal radiocarbon to study surface oceanography using coupled X-ray photos and ICP-AES measurement. Nuclear Instruments and Methods in Physics Research Section B 533:2328.Google Scholar
Figure 0

Figure 1 Map showing the distribution of corals and mollusks around Japan and the sampling sites (stars) of the present study at Kume Island and Katsuura. Black arrows show the distribution of Turbo sazae, Turbo marmoratus, and Tridacna sp. around Japan. Dashed line shows the distribution limits of coral reefs and reef-banding corals.

Figure 1

Table 1 Measured radiocarbon data of calcified opercula from living Turbo sp.

Figure 2

Table 2 Measured radiocarbon data of seawater collected at Kume Island in 2019.

Figure 3

Figure 2 Radiocarbon profile of living Turbo sazae (KTN-1, blue) collected from Katsuura, living Turbo marmarotus (K-HATE-1, red), and seawater at Kume Island (black). The radiocarbon content of Kuroshio seawater was estimated based on coral skeletal radiocarbon data from Ishigaki (Hirabayashi et al. 2017; Yokoyama et al. 2022) and seawater in Kume Island measured in this study.

Figure 4

Table 3 Measured radiocarbon, U, Mg, Sr, and Ca contents of calcified opercula from Turbo sp.

Figure 5

Figure 3 Uranium distributions in calcified opercula of (a) modern Turbo sazae samples KTN-1 and KTN-3, (b) fossil Turbo sp. samples K-ARA-1 and K-ARA-3, (c) modern Turbo sazae sample KTN-5 (cross section), (d) modern Turbo marmoratus sample K-HATE-1, (e) fossil Turbo marmoratus sample K-NISHI, and (f) fossil Turbo sp. sample K-ARA-1 (cross section). Measurement lines are shown in Figure S1.

Figure 6

Figure 4 Relationship between uranium concentrations and (a) Mg/Ca and (b) Sr/Ca ratios in modern and fossil Turbo sp. measured using laser-ablation–inductively coupled plasma–mass spectrometry (LA-ICP-MS).

Supplementary material: PDF

Hirabayashi et al. supplementary material

Hirabayashi et al. supplementary material

Download Hirabayashi et al. supplementary material(PDF)
PDF 515.6 KB