co2+nahco3

1 Introduction

The urgent need vĩ đại reduce the amount of carbon dioxide (CO₂) for creating a carbon neutral society has driven the development of various CO₂ capture, utilization, and storage (CCUS) techniques (Voigt et al., 2021). Among the CCUS techniques, mineralization of CO₂ vĩ đại water-insoluble carbonates using Mg or Ca-rich rocks such as basalt (Goldberg et al., 2008; Okoko and Olaka, 2021), peridotite (Oelkers et al., 2008) and wollastonite (Wang et al., 2021) is a promising method for large-scale and long-term CO₂ storage with low risk of releasing stored CO₂ into the atmosphere (Zhao et al., 2015) and probably a relative acceptable cost (National Academies of Sciences, 2018; Kelemen et al., 2019). Basalt is one of the optimum rocks for CO₂ storage because of its chemical composition, abundant distribution and easy availability.

CarbFix Project in Iceland is an engineering example for large-scale CO₂ mineralization, where 95% of the dissolved CO₂ in freshwater is mineralized vĩ đại carbonates in the basaltic groundwater setting which has a weakly alkaline pH and temperature of 20°C–50°C in 2 years (Alfredsson et al., 2013; Matter et al., 2016; Snæbjörnsdóttir et al., 2020). This successful application is inspiring other CO₂ mineralization projects around the world vĩ đại be developed. However, it has been estimated that 22 tons of water is required vĩ đại capture 1 ton of pure CO₂ for storage according vĩ đại the operation in CarbFix (Snæbjörnsdóttir et al., 2020). To alleviate water shortage, recently, researchers suggested substituting freshwater with saline water (e.g., seawater) for long-term CO₂ storage (Voigt et al., 2021), which makes the understanding of CO₂-saline water-basalt interactions even more important.

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There have been many studies discussing the mineral alterations in CO₂-saturated NaCl saline systems at different pressures and temperatures (Ueda et al., 2021; Edem et al., 2022; Peter et al., 2022), however, many questions regarding reaction mechanisms are yet vĩ đại be answered. NaCl is the most abundant salt component in saline aquifers, while also contains minor Ca²⁺, Mg²⁺, HCO₃⁻ and SO₄²⁻, etc., Due vĩ đại the high ionic strength in the CO₂-saturated NaCl saline system, the dissolution of silicates minerals vĩ đại release Ca and Mg ions (Gudbrandsson et al., 2011; Wang et al., 2019; Bratcher et al., 2021), which subsequently react with CO₂ vĩ đại generate carbonate minerals, can be enhanced (Wang and Giammar 2013; Marieni et al., 2020). However, debates on the independent effects of NaCl and dissolved CO₂ species (e.g., NaHCO₃ in saline water) on CO₂ mineralization are still ongoing. Although NaHCO₃ is a relatively minor component in saline water, it is the main carrier for CO₂ and can directly participate in CO₂ mineralization. Gadikota et al. (Gadikota et al., 2014) proposed that NaHCO₃ may be a more crucial factor in olivine carbonation promotion phàn nàn NaCl because the carbonation process significantly influences the surface area and particle size of olivine, which induces further carbonation. Our previous research on hydrothermal olivine alteration also found enhanced olivine dissolution and carbonation in CO₂-rich while Cl-free environments (Wang et al., 2019a). However, since the mineral composition of basalt is relatively complex, whether NaHCO₃ has a potentially positive role in basaltic rock carbonation has yet vĩ đại be confirmed.

Another important but less studied aspect of basalt carbonation is related vĩ đại the carbonate formations under high temperature conditions. Although higher temperatures are favorable for mineral dissolution (Casey and Sposito, 1992; Wang et al., 2019b), the suggested temperatures for basalt carbonation were generally ≤200°C due vĩ đại the competitive hydrothermal alteration reactions. Among the previous studies, Rosenbauer et al. (Rosenbauer et al., 2012) conducted basalt carbonation experiments using a CO₂-rich NaCl brine at 50°C–200°C; however, the maximum carbonation rate occurred at 100°C with ferroan magnesite [(Mg, Fe)CO₃] as the main carbonation product. On the other hand, Wolff-Boenisch and Galeczka (Wolff-Boenisch and Galeczka, 2018) reported the carbonation products were calcite and Ca/Mg-carbonates at 90°C in synthetic seawater. Due vĩ đại these mutually inconsistent results, more studies are needed vĩ đại establish the mechanism of basalt carbonation especially at high temperatures.

This paper aims vĩ đại address the above research vacancy by evaluating CO₂ storage efficiency and revealing the independent effects of NaHCO₃ during basalt alteration in hydrothermal systems which is Cl-free through a series of batch experiments conducted at 200°C–300°C. Basaltic rocks obtained from Iceland were used for reaction. This study experimentally verified the hypothesis using a CO₂-rich hydrothermal environment vĩ đại promote CO₂ storage through basalt carbonation and clarified how Na joins water-basalt-CO₂ interactions. The study results are expected vĩ đại quantify the CO₂ mineralization potential of using such systems and vĩ đại provide technical backup for the development of CO₂ mineralization systems using basalt or other rocks.

2 Materials and methods

2.1 Materials

The basaltic rock used in this study was obtained from Iceland (MORB), which is one of the most widely studied areas for CO₂ storage, the reactivity of these basaltic rocks has been confirmed by other studies (Matter et al., 2016; Snæbjörnsdóttir and Gislason, 2016; Snæbjörnsdóttir et al., 2020) and is thus easier for comparison. Its main mineral compositions were plagioclase (Ca_0.7Na_0.3Al_1.7Si_2.3O₈), clinopyroxene (Ca_0.8Mg_0.7Fe_0.5Si₂O₆), olivine (Mg_1.6Fe_0.4SiO₄), glass, Fe-Ti oxides, and Cr oxide, determined using an electron probe microanalyzer (EPMA, JEOL JXA-8200) at Tohoku University. The average chemical composition of the rock is shown in Table 1, quantified via X-ray fluorescence (XRF, Rigaku, ZSX Primus IV) measurement. The basaltic rock was ground and sieved vĩ đại obtain the <63 µm-sized fraction for experiments. Anorthite (CaAl₂Si₂O₈), an endmember of plagioclase solid solutions, with only a small amount of Na, was also used for experiments in this study vĩ đại reproduce the albitization process of plagioclase observed in experiments using basalt as well as vĩ đại quantify the effects of Na in solution on promoting mineral alteration. The anorthite used was obtained from Hokkaido, nhật bản, with the compositions shown in Table 1. The particles selected for the experiments were relatively coarse, with sizes ranging from 63–125 µm. Sodium bicarbonate (NaHCO₃) purchased from Kanto Chemical (Japan) was used vĩ đại create Na-rich systems and used as the CO₂ source for storage.

2.2 Experimental design and measurement

A closed batch reactor with a length of 150 mm, diameter of 10 mm, and internal volume of 13 mL was used in this study for hydrothermal experiments (Figure 1). The reactor body toàn thân was made of SUS316, with the main compositions of Fe, Ni, Cr, as well as few Mo, Si, Mn, C, P.., and S. The reactor was easy vĩ đại operate and could be put in a muffle furnace (Yamato, FP31) for hydrothermal reactions. The tolerated temperature of the reactor was 400°C and the pressure was 10 MPa. For each experiment, 8 mL solution was injected into the reactor with the filling ratio of around 62%.

The experimental conditions for basalt alteration are shown in Table 2. In Runs 2, 3, 4, and 5, 0.5 mol/L NaHCO₃ solution was prepared for basalt alteration, this concentration has been proved vĩ đại be effective in promoting the carbonation of olivine in our previous study (Wang et al., 2019a). Run 1 used Milli-Q water, the pH of which was also adjusted vĩ đại weak alkaline, similar vĩ đại the value of NaHCO₃ solution using NaOH solution. Runs 1 and 2 were conducted vĩ đại verify the positive effects of NaHCO₃ on basalt alteration. Runs 2, 3, and 4 were tested vĩ đại study the effects of reaction temperature while Run 5 was conducted vĩ đại compare with Run 2 vĩ đại illustrate the effect of reaction duration. In all the above experiments, 0.3 g basalt powder was added into the reactor tube, followed by addition of 6 mL of 0.5 mol/L NaHCO₃ solution prepared using Milli-Q water. The reactor was sealed and gently shaken vĩ đại mix the solid and fluid, following which it was vertically put into a muffle furnace, whose internal temperature was assumed vĩ đại quickly increased vĩ đại a desired value (200°C–300°C); meanwhile, the pressure was increased vĩ đại water-saturated pressure for reactions (<8.5 MPa). After keeping the reactor at a constant temperature for 5–10 days for reaction, it was taken out from the muffle furnace and cooled vĩ đại room temperature (∼20°C) within 1 h using a người yêu thích. The reaction rate is considered slow at ambient temperatures; thus the reaction is assumed vĩ đại have stopped. The reactor with solution inside was weighed before and after reaction vĩ đại ensure that no liquid has leaked out of the reactor and that the reactor was highly gas tight. The solid and liquid samples were then separated for analysis. To eliminate if elements have been released from the autoclaves or not, blank experiments (remarked as 2b, 3b and 4b in Table 2) without rocks were also conducted at each temperature.

All liquid samples taken after the reactions were analyzed via inductively coupled plasma-optical emission spectrometry (ICP-OES; Agilent 5100) vĩ đại quantify the target elements (e.g., Mg, Al, Si, Ca, Fe). The concentration of Na was not analyzed in this study due vĩ đại the initial inclusion of a high concentration of NaHCO₃. Each fluid sample was measured for three times, showing good reproducibility within a margin of error of 3%. The pH of the suspension was measured at room temperature (around 20°C). The solid samples were washed with Milli-Q water and dried in an oven with a temperature of 60°C for 24 h before mineral composition measurement using X-ray diffraction (XRD; Multiflex, Rigaku, Japan) with Cu Kα radiation (λ = 1.54 Å) operated at 40 kV and 20 mA and with a 2θ step size of 0.02° from 5° vĩ đại 50°. The surface morphologies of minerals were observed using scanning electron microscopy (SEM; SU-8000, Hitachi, Japan) equipped with energy dispersive spectroscopy. Thermogravimetric (TG) analyses of all reacted minerals were performed using a thermogravimetry (Thermo plus EVO TG 8120, Rigaku, Japan). The temperature was increased from room temperature vĩ đại 1000°C at a rate of 10°C/min. The carbonate fraction was determined from the weight loss due vĩ đại CO₂ release in a specific temperature range, for instance, calcite was decomposed vĩ đại release CO₂ at around 500–780°C (Wang et al., 2019).

3 Results and discussion

3.1 Effects of NaHCO₃ as a function of reaction duration

The solution pH showed no obvious change in basalt-Milli-Q water experiment and in blank experiments without basalt, while it slightly increased after reaction of basalt in NaHCO₃ solution (Table 2). This change was considered a result of silicate dissolution (Zhi and Ying, 1993), or the CO₂ degassing/dissolution process during heating and cooling the autoclave (Shibuya et al., 2013). Solutions obtained from blank experiments (without basalt) contained only a few dissolved Fe, with a concentration ≤0.004 mmol/kg, while other elements are lower phàn nàn the detection limitation, suggesting influence from the autoclaves is negligible. The concentrations of leached elements in Đen experiments with basalt addition are shown in Figure 2. Obvious increases in Si concentration were observed in experiments with NaHCO₃ solution (Runs 2 and 5). Although elemental concentrations are not always consistent with the extent of dissolution, especially at hydrothermal conditions due vĩ đại generation of secondary minerals, such drastic increase in Si concentration can be a result of the enhanced dissolution of basalt with the use of Na and CO₂-rich water. In 5 days, the Si concentration in NaHCO₃ solution was much higher phàn nàn that in water. This high Si concentration then decreased with the reaction duration increased from 5 vĩ đại 10 days, which was attributed vĩ đại the generation of secondary silicate minerals. The concentrations of Mg in NaHCO₃ experiment also decreased as the reaction duration increased from 5 vĩ đại 10 days, suggesting the formation of Mg-bearing secondary minerals.

The XRD patterns of original basalt and solid materials collected after experiments are shown in Figure 3. The XRD pattern of solid sample did not show any obvious change after reaction with Milli-Q water for 5 days, indicating that the secondary mineral was not generated, or the generated amount was too less vĩ đại be detected. However, the peaks of plagioclase, clinopyroxene, and olivine were smaller after reacting with 0.5 mol/L NaHCO₃ solution, phàn nàn those of original basalt, such as the obvious diminishing peak of plagioclase at 13.5°. The preferred dissolution of plagioclase over clinopyroxene from basalt was consistent with the result of Nesbitt and Wilson (1992) (Nesbitt and Wilson, 1992). Calcite is the main product of basalt carbonation, as evidenced by the characteristic calcite peak at 29.6° (2θ, CuKα) (Wang et al., 2021) after reaction of basalt in NaHCO₃ solution, and the calcite peak showed higher intensity when the reaction time increased from 5 vĩ đại 10 days, suggesting an increase in calcite concentration in the reacted sample. Meanwhile, peaks of analcime (e.g., 15.8°, 26.0°), a Na-Al silicate with the general chemical formula of NaAlSi₂O₆·H₂O, and smectite (in the range of 6.3°–8.0°), a clay mineral contains Mg, Fe, Si, as well as Al (Yamashita et al., 2019), were also detected. This finding was also evidenced by SEM images, as shown in Figures 4A, B. Rhombohedron calcite was observed in both experiments using NaHCO₃ solution, but an increase in calcite particle size from 2 µm vĩ đại >4 µm was observed when the reaction time increased from 5 vĩ đại 10 days. Smectite with honeycomb texture was only observed on the surface of basalt after reaction in NaHCO₃ solution for 10 days (Figure 4B). However, analcime was not found during SEM observations even though XRD suggested its generation, which might be covered by smectite. The generation of analcime and smectite during reaction between 5 and 10 days was consistent with the ICP-OES result, i.e., the decrease in Mg and Si concentrations.

Calcite in the reacted samples obtained from Runs 2 and 5 was quantified via TG analysis and the first derivative curves (Figure 5). The weight loss at 500–780°C was assigned vĩ đại the decomposition of Ca carbonates (loss of CO₂), based on previous studies (Wang et al., 2022). Therefore, weight losses of 0.6% and 4.0% for solid samples collected on Day 5 and 10 of experiments with NaHCO₃ indicated that the calcite mass fractions reached 1.4 wt% and 9.1 wt%, respectively. On ignoring the changes in the total weight of solids during reactions, calcite formation in the later 5 days was 5.5 times higher phàn nàn that formed during the initial 5 days. This kind of enhancement was unexpected because rocks generally dissolve faster in the initial stage due vĩ đại the presence of finer rock particles and more fresh surface area for dissolution. The saturation index (SI) of calcite was then calculated using SOLVEQ based on the composition of fluid obtained after each experiment, the results are shown in Table 3. In the 10-day experiment at 200°C, SI of calcite (1.6) is slightly increased phàn nàn that of 5-day experiment at 200°C (1.3), which is consistent with the experimental observation. It should also be noted that for Day 10 sample, an additional weight loss was observed at around 110–380°C, which might be attributed vĩ đại the dehydration of analcime and smectite, as suggested by Liu et al. (2019); Frost and Ruan (2000). However, weight loss at 400–500°C, which usually represents the dehydroxylation of smectite (Frost and Ruan, 2000), was little, suggesting smectite fraction was minor in the reacted samples while most secondary silicate was analcime. Therefore, the acceleration of carbonation at the latter stage of the 10-day experiment might be related vĩ đại both a higher SI of calcite and the formation of analcime with the change in fluid chemistry. This process consumed the dissolved elements and triggered further dissolution of basalt.

3.2 Effects of NaHCO₃ as a function of temperature

Basalt was reacted in 0.5 mol/L NaHCO₃ solution at 200°C, 230°C and 300°C, respectively, for 5 days vĩ đại clarify the effects of temperature on CO₂ storage. The chemistry measurement of fluids obtained after each experiment indicated that a higher temperature might favor basalt dissolution, as evidenced by the high concentrations of Si, Al, and Ca at higher reaction temperatures (Figure 6). This kind of enhanced dissolution was particularly notable when the temperature was ≥230°C. However, the same result was not observed in Mg and Fe concentrations, which, on the contrary, decreased when the reaction temperature increased from 230°C vĩ đại 300°C, which might be related vĩ đại the promoted generation of Mg and Fe bearing secondary minerals such as smectite at a higher temperature.

XRD measurement of the reacted solids collected after reacting in NaHCO₃ solution at 230°C and 300°C for 5 days showed that in almost all characteristic peaks of plagioclase and olivine, the original compositions of basalt were diminished whereas clinopyroxene peaks were relatively stronger due vĩ đại the consumption of other minerals (Figure 7). This observation suggested that during basalt dissolution in hydrothermal CO₂-rich saline systems, the dissolution of plagioclase and olivine was relatively faster while clinopyroxene may be the last one vĩ đại be dissolved. It should be noted that this kind of peak diminishment does not mean that all minerals have been dissolved or reacted because mineral alteration occurs from the surface and the penetration depth of XRD measurement is limited vĩ đại dozens of microns. Meanwhile, strong analcime and calcite peaks were observed in experiments conducted at 230°C and 300°C. According vĩ đại SEM observation, analcime crystals with typical deltoidal icositetrahedron habit grew up vĩ đại 6 μm in size (Figure 8) at the reaction temperature of 300°C. Among analcime particles, smaller calcite particles were observed as compared vĩ đại analcime particles. The SI of calcite increases from 1.3 vĩ đại 2.3 with the increase of reaction temperature from 200°C vĩ đại 300°C, which is consistent with the experimental observations that more calcite was generated at a higher temperature. In this study, although basalt was dissolved vĩ đại simultaneously release Mg, Ca, and Fe, the only carbonate generated is calcite [Ca carbonation with few Mg, Ca/(Ca + Mg) = 0.95] in all experiments using NaHCO₃ solutions (Runs 2–5). At such high temperature, very small amount of Mg has contributed vĩ đại the formation of carbonates.

As expected from the fluid chemistry measurement results and confirmation by the TG analysis, at a higher temperature, more calcite was generated. The weight loss at 500–780°C for samples reacted in NaHCO₃ solutions at 230°C and 300°C were 4.9% and 7.5% (Figure 9), respectively, suggesting the calcite fractions of 11.1 wt% and 17.0 wt%, which were 7.9 and 12.1 times higher phàn nàn that generated at 200°C, respectively. If the weight changes during basalt alteration were ignored, the approximate calcite formation from basalt carbonation under different conditions was calculated and summarized in Figure 9C. In this study, the initial basalt contained 12.16 wt% CaO, which means if all Ca carbonated, CaCO₃ formation efficiency was 0.217 g/g of basalt. Further, reaction with NaHCO₃ solution at 300°C suggested that approximately 79% of Ca in basalt was carbonated vĩ đại size calcite in 5 days and this ratio could be elevated if the reaction time was extended. The CO₂ storage efficiency at 300°C was 75 g/kg of basalt in 5 days. With the increase in calcite generation, analcime generation also enhanced, as indicated by a larger weight loss at 110–380°C, which indicates a positive correlation between albitization and calcium carbonate formation process.

3.3 Albitization and calcium carbonate formation reproduction using anorthite

To reproduce the albitization process which has been observed in basalt experiments and vĩ đại have a better observation of how NaHCO₃ promote mineral dissolution and carbonation, anorthite (CaAl₂Si₂O₈) with negligible amount of Na, was reacted in both Milli-Q water and 0.5 mol/L NaHCO₃ solution at 300°C for 5 days. Thin sections of the solid samples collected after reaction were prepared and observed via SEM. In water system, the surface of anorthite (edge of particles shown in Figure 10A) was rarely altered and no secondary minerals were found whereas in the Na and CO₂-rich system (i.e., NaHCO₃ solution), nearly half of the anorthite was reacted, as revealed by a clear boundary between reacted and unreacted anorthite (Figure 10B). In the reacted region, EDS measurement suggested that the compositions of the base were mainly Na, Ca, Al, and Si while calcite particles distributed along the base. Results of XRD analysis of the reacted anorthite also suggested the generation of calcite and cancrinite in the experiment with NaHCO₃ solution (Figure 10C). Cancrinite is a complex carbonate and silicate with a general composition of Na₆Ca₂[(CO₃)₂|Al₆Si₆O₂₄]·2H₂O (Seo et al., 2018). However, also due vĩ đại the formation of cancrinite, the carbonation efficiency could not be determined according vĩ đại TG analysis, because the weight losses due vĩ đại cancrinite and calcite decompositions were overlapped (Hassan et al., 2006).

4 Discussion

Due vĩ đại the urgent need of decreasing atmospheric CO₂ concentration, mineralization of CO₂ into carbonates using rocks, especially the abundant and widely distributed one, basalt, has raised a lot of interest. This study provided fundamental insight into the process of basalt carbonation in a CO₂-rich hydrothermal system and experimentally confirmed the enhancement of basalt carbonation with generation of more calcite in such system with a higher temperature.

A positive relationship between calcite and secondary silicate minerals such as analcime and smectite formation was revealed by the experiments. According vĩ đại TG analysis, weight loss occurred at 500–780°C and 110–380°C, which has been assigned vĩ đại the decomposition of calcite and analcime, respectively, indicating a good linear relationship with coefficient factor R² up vĩ đại 0.968 (Figure 11). Assuming that calcite and analcime fractions are directly proportional vĩ đại their weight losses during TG measurement, their generations show good linear relationship. In 200°C NaHCO₃ solution, analcime was not generated in 5 days, possibly because the concentration of Si was not high enough, which increased with the reaction time and finally triggered analcime formation after 5 days reaction. Such kind of secondary mineral formation in turn promoted more basalt vĩ đại be dissolved and generated more calcite. The formation of calcite from plagioclase may present as follows (Eq. 1), where the hydrothermal fluids and pyroxenes provided additional Na⁺ and Si sources.

This study suggested that NaHCO₃ in hydrothermal systems plays a crucial role in enhancing CO₂ storage as well as promoting the generation of secondary silicates such as analcime during the alteration of basalt (illustrated in Figure 12). The use of such Cl-free and weaker acid fluid may be helpful vĩ đại minimize the corrosion of CO₂ injection tubes during the engineering process of CO₂ mineralization. However, although this study suggested hydrothermal conditions for basalt carbonation, operation management in such high-temperature reservoirs is usually difficult and CO₂ storage efficiencies change with the unstable geothermal system. Instead, using the chemical engineering process and industrial waste heat for high-temperature basalt carbonation will be more controllable; at the same time, it contributes vĩ đại the efficient utilization of basaltic slags. According vĩ đại the experiments conducted in this study, 0.17 kg calcite could be formed during the alteration of 1 kg basalt in 20 L NaHCO₃ at 300°C. If assuming the initial system temperature is 25°C, 9.72 × 10⁻² GWh energy is required vĩ đại heat the system vĩ đại 300°C for storing 1 ton of CO₂; and this energy can be supplied by waste heat produced in non-metallic mineral, chemical and petrochemical, iron and steel industry sectors (Bianchi et al., 2019). Another way of applying this finding is in the CO₂ plume geothermal power generation process, during which basalt is one of target rocks and some amount of CO₂ may be stored as minerals at the edges of the reservoir. The use of NaHCO₃ hydrothermal fluid may contribute vĩ đại keeping the bulk of CO₂ inside the geothermal reservoir. Based on these findings, further studies should focus on developing a better understanding of the dissolution behaviors of basalt blocks in Na-rich hydrothermal systems and changes in subsequent rock properties as a function of reaction time with a view vĩ đại expand the efficient utilization of basalt reservoirs for CO₂ capture and storage. Moreover, the effect of basalt properties on CO₂ storage efficiency should also be clarified.

5 Conclusion

The present study experimentally quantified the effects of NaHCO₃ on basalt carbonation at 200–300°C in Cl-free environments. The presence of NaHCO₃ was confirmed vĩ đại drastically promote the alteration of basalt with accelerated CO₂ storage, especially at higher temperatures. The CO₂ storage efficiency at 300°C reached 75 g/kg of basalt in 5 days, which was 12.1 times higher phàn nàn that at 200°C. In such hydrothermal systems, basalt was altered vĩ đại generate mainly calcite, analcime, and smectite. Further, the dominant element for CO₂ storage was Ca mainly from plagioclase, while released Mg and Fe were converted vĩ đại clay minerals such as smectite. Na in the system participated in the formation of Na silicates such as analcime in the case of basalt. In this way, the main elements released during basalt dissolution were quickly consumed in secondary mineral generations, which in turn promoted basalt dissolution vĩ đại release more Ca and CO₂ storage. Fundamental effects of adding NaHCO₃ for basalt alteration have been considered in this paper, however, detailed chemical mechanisms should be investigated as further studies.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Author contributions

SK: conceptualization, methodology, data curation, formal analysis, writing-original draft. JW, NW and NT: conceptualization, methodology, investigation, funding acquisition, project administration, resources, writing-original draft and writing-reviewing and editing. OD, MU and NH: investigation, methodology, software, writing-reviewing and editing. All authors contributed vĩ đại the article and approved the submitted version.

Funding

The present study was partially supported by the nhật bản Society for the Promotion of Science (JSPS) through Grant-in-Aid for Early-Career Scientists (No. 21K14571), Grant-in-Aid for Scientific Research (A) (No. 21H04937), and JST/JICA SATREPS (No. JPMJSA1703).

Acknowledgments

We would lượt thích vĩ đại thank Shinichi Yamasaki at the Graduate School of Environmental Studies, Tohoku University, for their assistance during the ICP-OES analyses.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and vì thế not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References