Abstract
Several pulses of ocean oxygenation events were recognized in the Ediacaran period. However, the intrinsic triggers behind them remain ambiguous. Here we report phosphorus speciation data from the Ediacaran Doushantuo Formation, South China, to elucidate the role of recycled phosphorus in driving ocean oxygenation. High ratios of organic carbon to organic phosphorus in all samples relative to the Redfield ratio generally imply preferential release of phosphorus during the remineralization of organic matter. Notably, ratios of organic carbon to reactive phosphorus exceed the Redfield ratio during purported oxygenation intervals, but fall mostly below or close to the Redfield ratio in the rest of the section. Quantitative calculations suggest that enhanced benthic and water-column recycling created a phosphorus influx into the ocean that was comparable to or outpaced that of weathering input. Our study provides empirical evidence for untangling the mechanisms of the Ediacaran oxygenation.
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Introduction
Mounting evidence has demonstrated that the Earth’s surface environment underwent several pulses of (if not permanent) oxygenation during the Ediacaran Period (ca. 635–538 Ma)1,2,3. Although substantial uncertainties persist regarding atmospheric oxygen levels and the extent of ocean oxygenation, it is conceivable that a more oxygenated Earth, coupled with a sophisticated Ediacaran ecosystem4 was driven by elevated primary productivity, which, in turn, is dependent on marine nutrient levels.
Phosphorus (P) is widely regarded as the primary limiting nutrient modulating changes of primary productivity on geological timescales5. The principal source of dissolved P to the global ocean is riverine input from continental weathering6,7. Enhanced continental chemical weathering would have increased bioavailable P in surface seawater, consequently fueling marine primary productivity8,9,10. The removal of seawater P is mainly through organic matter burial and precipitation of Fe minerals in marine sediments6,7. However, this drawdown of seawater P can be compensated by recycled P via remineralization of organic matter and reduction of Fe (oxyhydr)oxides in the water column and in sediments11,12,13,14, driving further primary productivity. However, not all the regenerated P can be released to seawater to fuel primary productivity. Depending on the local redox conditions, some, or even all, of the recycled P may be re-trapped in the sediments through ‘sink switching’, forming authigenic apatite and/or Fe phosphates (for example, vivianite)13,14,15,16,17. Hence, a detailed reconstruction of the phosphorus cycle is key for understanding the nature and history of redox changes in Earth’s surface environment.
Current geological and geochemical evidence, including the onset of massive phosphorite deposition18, bulk P content in shales19,20, P/Fe ratios in ironstones9,21, and carbonate-associated phosphate22, all suggest an elevated seawater P in the Ediacaran ocean. But the reason behind this increase is contentious. Some researchers propose that enhanced weathering following the termination of Cryogenian glaciations may have caused a large input of P into the earliest Ediacaran oceans, fueling primary productivity, organic matter burial and ocean oxygenation9,23. However, this idea is challenged since a transient increase of riverine P input, even by a factor of two, can not easily match the time span and scale of massive Ediacaran phosphorites18. Alternatively, recycled P mobilized by bacterial sulfate reduction of organic matter has been suggested as the major source of elevated seawater P in Ediacaran oceans18,22,24,25,26, but direct evidence for this argument is lacking. To elucidate the potential role of recycled P in sustaining high dissolved P levels and primary productivity, we performed analyses of the P speciation in the Ediacaran Doushantuo black shales collected from the well-preserved Wuhe section in South China. Our sample set covers an established perturbation in redox conditions, revealed by Fe speciation2, molybdenum (Mo) and mercury (Hg) isotopes27,28, enabling us to explore the connection between recycled P, primary productivity, and ocean oxygenation in the critical transition of Earth’s history.
Sampling and results
The samples in this study were collected from the Ediacaran Doushantuo Formation (ca. 635–556 Ma) of the Wuhe section (GPS: 26°45ʹ56" N, 108°25ʹ01" E) in Jianhe County, Guizhou Province, South China (Fig. 1a, b). This section was deposited in a lower slope setting with good connection to the open ocean2,29. The Doushantuo Formation (~120 m) in the section is dominated by black shales with subordinate dolostone. It is divided into four lithological members that can be roughly correlated with those in Yangtze Gorge area2. More detailed information about the geological background and sample descriptions can be found in Supplementary Note 1. Three Ocean Oxygenation Events (OOEs) have previously been identified in this section (here termed intervals A, B, and C). They are characterized by increases in Mo/TOC and U/TOC ratios (Fig. 2), which indicates an increase in the marine reservoirs of Mo and U during these events2. This inference is also partially supported by S-Mo-Tl-Cr isotopic variations in the same section (Supplementary Fig. 1). Importantly, the study site itself maintained anoxic and possibly sulfidic conditions, as it likely reflected a productive upwelling zone, akin to oxygen-minimum zones in the modern oxygenated ocean30.
a Generalized depositional model of South China during the Ediacaran Period (modified from ref. 59). b The geological map of the study area represented by the rectangle in (a). Red star marks the ___location of the Wuhe section investigated in this work. c Stratigraphic correlation of Wuhe and Weng’an sections. The detailed information for age assignment in the Wuhe section is provided in Supplementary Fig. 1 and Note 1. The range of Weng’an biota refers to ref. 57.
The Fe speciation, Mo, U, and P (small symbols) data are from ref. 2. The dashed lines in Fe speciation column indicate the cutoff values for anoxic (FeHR/FeT > 0.38) and euxinic (FePY/FeHR > 0.7) conditions. The dashed lines in Corg/Porg and Corg/Preac columns represent Redfield ratio (106:1). The horizontal bands (termed as A, B, and C) refer to the originally defined ocean oxygenation intervals based on strong enrichment of redox-sensitive elements.
Various P phases including crystalline apatite P (mostly in the form of detrital P and then termed as Pdet), iron-bounded P (PFe), authigenic P (Pauth), and organic-bound P (Porg) were sequentially extracted and analyzed (see Methods) following established protocols31. Detailed analyzed results are provided in Supplementary Table 1. The total P concentrations (Ptot = Pdet + Pauth + PFe + Porg) exhibit a broad range (115–13164 ppm) in the Doushantuo Formation, with two prominent increases in the upper part of members II and III. This trend remains evident when normalized to Al contents (Fig. 2). In most of the samples, the major components of Ptot are Pauth (16–3229 ppm) and Pdet (21–10395 ppm), with minor contribution from PFe (3–266 ppm) and Porg (<1–15 ppm) (Fig. 2). The ratios of organic carbon to organic P (Corg/Porg) are all markedly higher (>1500) than the Redfield ratio (106:1) (Fig. 2), while the ratios of organic carbon to reactive P (Corg/Preac, where Preac is defined as Pauth + PFe + Porg) scatter around the Redfield ratio. In OOE intervals, virtually all samples (except one from interval B) have Corg/Preac higher than 106:1. Conversely, most samples in the rest of section (termed as non-OOE intervals hereafter) have Corg/Preac lower or close to 106:1 (Fig. 2).
Discussion
Sediment phosphorus recycling is strongly linked to local redox conditions. Euxinic conditions are particularly conducive to sedimentary P release due to the formation of pyrite with much lower affinity to P than its precursor Fe minerals and preferential release of organic-bound P during anaerobic remineralization of organic matter coupled with bacterial sulfate reduction11,12,13,32. Iron speciation data indicate that the Doushantuo Formation in the Wuhe section was largely deposited in euxinic environments as most of samples display ratios of highly reactive iron (FeHR) to total iron (FeT) higher than 0.38 and ratios of pyrite iron (FePY) to FeHR higher than 0.7 (Fig. 2; ref. 2). This observation is further supported by pyrite morphology33. The exceptions are intervals A and B where variable FeHR/FeT and FePY/FeHR values point to fluctuating redox conditions between euxinic, ferruginous (FeHR/FeT > 0.38; FePY/FeHR < 0.7), and even sporadically oxic2 (FeHR/FeT < 0.22). Notwithstanding, the euxinic water mass may have expanded to the photic zone during intervals A, B, and C but shrunk to a narrow range in deep water areas during other times28,34.
The well-constrained local redox conditions provide a framework for evaluating the extent of P recycling. The Corg/Porg ratios in our samples (average 15,755) are over two orders of magnitude higher than the average modern Redfield ratio and also higher than the ratio found in oligotrophic seawater of modern oceans (up to 600)35. Comparable Corg/Porg values have been reported from the ca. 2.5 Ga Ghaap Group in South Africa36, the ca. 650 Ma Datangpo/Xiangmeng Formation37 and the ca. 520 Ma Mingxinsi Formation38 in South China. The most resonable explanation for this observation is the preferential release of Porg relative to Corg during partially anaerobic remineralization of organic matter, as it is the only known original process capable of generating such extremely high Corg/Porg12,36,37,39. This inference is consistent with the Fe speciation data indicative of dominantly euxinic bottom water conditions2 and universally negative inorganic carbon isotope compositions (δ13Ccarb) in the interlayered carbonates of the Wuhe section40, all of which suggest an active microbial sulfate reduction, particularly conducive to preferential sedimentary P release.
The released P during organic matter remineralization can be recycled back into the water column to fuel primary productivity, or be trapped as authigenic phases in the sediment6,12,13,14. To determine the fate of this released P and the magnitude of a potential benthic P flux from sediments back into the water column, we resort to the ratios of Corg/Preac as suggested, since reactive P represents potentially mobile P on early diagenetic timescales31,41. However, this ratio could be elevated owing to the possible transfer of authigenic apatite to Pdet during diagenesis (c.f. ref. 42). The Corg/Preac ratios in our samples show contrasting distribution patterns between OOE intervals and non-OOE intervals (Fig. 3). A one-tailed t-test indicates that the difference between the two groups is significant (p = 0.016). High Corg/Preac ratios relative to the modern Redfield ratio in OOE intervals could theoretically be caused by the conversion of authigenic apatite to Pdet. This interpretation is at odds with the strong positive correlation between Preac and Pdet (Supplementary Fig. 2), because one would expect the opposite if this conversion were substantial. In addition, the average Pdet are 92 ± 52 ppm, 162 ± 164 ppm, and 96 ± 58 ppm in intervals A, B, and C, respectively, which are similar, or lower than the concentrations that are typically observed in modern continental margins43 (186 ± 21 ppm). On the contrary, the non-OOE intervals are featured by high Pdet (2206 ± 2630 ppm) but low Corg/Preac. If this high Pdet was caused by the conversion of Preac, the original Corg/Preac would have been much lower than the Redfield ratio. Given these considerations, potential recrystallization of authigenic apatite is unlikely to be the main cause for the variations of Corg/Preac in our samples. Sediment Corg/Ptot has also been used to investigate the extent of P remobilization during early diagenesis44,45,46,47. However, the addition of Pdet in the calculation would inevitably underestimate the benthic P fluxes (lower Corg/P ratio) and lead to inaccurate estimates of P retention and regeneration, especially considering that Pdet is the main component of Ptot in most fine-grained siliciclastic rocks37,38,41.
A more reasonable explanation for the high Corg/Preac is therefore the enhanced release of recycled P back to water column, a situation similar to that documented in the Datangpo and Niutitang formations37,38, the ca. 2.5 Ga Ghaap Group36, and the ca. 2.93 Ga Red Lake sedimentary rock48. In contrast, the low Corg/Preac values in the rest of the section can be attributed to retention of recycled P in the sediment through ‘sink switching’36,37,41. In intervals A and B, the benthic P flux is evident (high Corg/Preac) in samples with varying redox conditions between ferruginous and euxinic inferred from Fe speciation (Fig. 2). The recycling is, however, largely suppressed in non-OOE interval samples with persistently euxinic conditions as evidenced by Fe speciation (Fig. 2). This seems counterintuitive, because sedimentary P release is generally more efficient in euxinic conditions due to bacterial sulfate reduction11,12,13,32. We argue that this ‘unexpected’ outcome could be related to the change of concentration of pore water H2S. Experimental work shows that the release of sedimentary P is positively correlated with the concentrations of pore water H2S, with high H2S (>0.6 mM) resulting in more P release and low H2S favoring more P retention49. Although it is difficult to precisely quantify the pore water H2S concentrations during the deposition of the Doushantuo Formation, both pyrite sulfur isotope compositions (δ34SPY) and mass-independent Hg isotopes (∆199Hg) (Supplementary Fig. 1; ref. 2,28) from the Wuhe section suggest that seawater sulfate concentrations increased during OOE intervals but decreased in between, which could have led to the fluctuation of pore water H2S. Alternatively, decreased upwelling during sea level lowstands27 would have reduced the delivery of recycled P to the photic zone, which, to some degree, could increase the chance of their retention in sediments. However, current data do not allow us to distinguish between these two possibilities.
Multiple lines of geochemical evidence from the Wuhe section reveal several short-term OOEs during the Ediacaran2,3,23,27. The OOE hypothesis has also been supported by evidence from other sections23,50,51,52. Enhanced continental P input after the Marinoan Snowball was proposed as a main reason for elevated primary productivity and rising oxygen levels9,23. This viewpoint is challenged by massive Ediacaran phosphorite deposition and stable median values of P content in mudstone from the Neoproterozoic to the early Paleozoic18. Alternatively, enhanced supply of recycled P was deemed as the main factor that resulted in high primary productivity, triggering OOEs18,22,25,38, though solid evidence was so far lacking. Our P speciation data provide sound evidence for this argument. In three highlighted intervals2, high Corg/Preac ratios indicate efficient sedimentary P release to seawater, whereas low Corg/Preac ratios in the rest of the section imply limited P release.
We developed a mass balance model to quantify the contribution of the benthic P flux (Pbenf) to primary productivity (see Model description in Methods). In this model, the benthic P flux is positively correlated with the sediment mass accumulation rate (MAR), TOC contents, and Corg/Preac ratios. With the updated age constraint assigned to the Wuhe section (Supplementary Fig. 1), the Doushantuo Formation is characterized by very slow MAR (~0.5 g cm−2 kyr−1). The TOC and Corg/Preac data were informed by our own analyses. Although TOC may vary among different sedimentary environments, the TOC contents from the Wuhe section are broadly consistent with the integrated TOC curve of this period53. Admittedly, using data from only a single section could lead to some uncertainties for model results. Therefore, we also model a wide range of TOC and MAR (Fig. 4). Applying the average TOC and Corg/Preac values for the three OOE intervals and basic model parameters (Supplementary Table 2), the calculated Pbenf are 0.84 × 1012 mol kyr−1, 1.07 × 1012 mol kyr−1, and 5.41 × 1012 mol kyr−1 for intervals A, B, and C, respectively (Fig. 4a). Sensitivity tests using Monte Carlo simulations within 2 SD of TOC and Corg/Preac yield consistent results (Supplementary Fig. 3). Our estimation of Pbenf during the intervals A and B is one order of magnitude lower than the proposed riverine P flux (including both dissolved and reactive P) during the Ediacaran (Pin, ~5.0 × 1013 mol kyr−1, c.f. ref. 7); however, during interval C, Pbenf reached up to ~11% of Pin, indicating substantial contribution of benthic P to elevated seawater P levels and primary productivity. Notably, our model calculation may represent the most conservative results for the Pbenf for the following reasons. First, we only consider a small portion of the total seafloor area in our model as we estimate that this would have been the area covered by productive euxinic margins (see Methods); second, MAR in the study section is likely much lower than the correlative strata on other continents54. If we increased MAR to 10 g cm−2 kyr−1 (about 20 times higher than our estimate for the Doushantuo Formation), the calculated Pbenf would be comparable to (for intervals A and B) or much higher (for interval C) than that of Pin (Fig. 4d).
Four panels display calculated Pbenf results at different mass accumulation rate. a 0.5 g cm−2 kyr−1, b 1.0 g cm−2 kyr−1, c 5.0 g cm−2 kyr−1, and d 10.0 g cm−2 kyr−1. Different colors of lines refer to the results of different TOC contents. The solid lines represent modeled results of 10% euxinic sediment, while the dashed lines indicate an increase and decrease of this value by a factor of 1.5. The filled circles in A indicate the modeled results for intervals A, B, and C.
Although the modeled Pbenf for OOE intervals are all lower relative to Pin, they only account for a small portion of the total recycled P back to seawater. A large amount of recycled P would be released during the remineralization of organic matter in the water column before settling down to sediments or in porewater during early diagenesis. This water column recycling flux would have been particularly prominent in other parts of the ocean, where conditions were oxygenated during the OOEs, i.e., away from the locally anoxic productive margin that characterizes our study site. It is estimated that only ~8% of initial organic carbon was buried in the mid-Proterozoic, which is even less towards the Phanerozoic55. Using 8% as a conservative estimate for the Ediacaran ocean, the total recycled P would reach up to 1.84 × 1013 mol kyr−1 for interval A, 2.73 × 1013 mol kyr−1 for interval B, and 9.31 × 1013 mol kyr−1 for interval C. Therefore, the contribution of total recycled P to primary productivity in intervals A and B accounts for ~37% and ~67% of Pin, while in interval C this contribution outpaced Pin7. For comparison, in the modern ocean, the riverine influx is very small (ca. 6.46 × 1010 mol per year) compared to the amount that is used by primary producers in the photic zone (ca. 38.74 × 1012 mol per year)56, and this discrepancy is enabled by highly efficient P recycling in the modern oxygenated water column. Importantly, we are not proposing that the P cycle deviates from steady state, whereafter total P input by weathering equals total P burial in sediments. Instead, enhanced recycling would simply have increased the residence time of P in the water column. The enhancement of P regeneration may have been initiated by increased sulfate supply from continental weathering. The coupled bacterial sulfate reduction and organic matter remineralization along productive continental margins, such as our study site, would have enhanced the recycled P flux from sediments, promoting primary productivity and organic matter burial, and accordingly short-term oxygenation events as recorded during the Ediacaran24. Elevated seawater P and ensuing ocean oxygenation may have stimulated animal evolution, as documented in the Weng’an biota57 (Fig. 1c). Ultimately, the expansion of oxic P sinks and consumption of O2 by a high organic matter load may have led to the return of widespread anoxia outside of OOEs.
The P speciation data presented here can also explain the spatiotemporal distribution of massive Ediacaran phosphorite58. Three phosphorite layers were recorded in the Doushantuo Formation in shallow-water sections. Integrated stratigraphic correlations suggest that these phosphorite layers were broadly coeval with the OOE intervals59 (Fig. 1; Supplementary Note 2). We argue that upwelling of recycled P brought excessive nutrients to the shallow shelf where phosphorites formed under favorable conditions, as recorded in their modern analogues60.
In summary, our P speciation data and mass balance calculation provide important insights into the Ediacaran P cycle and its linkage to ocean redox change. High Corg/Porg and Corg/Preac ratios relative to the Redfield ratio imply the efficient release of P back to the water column in these purported OOE intervals. Conversely, high Corg/Porg but low Corg/Preac ratios in between suggest a retention of recycled P in sediments. Mass balance calculations indicate that the contribution of recycled P to primary productivity could be comparable to or outpace that of weathering P input. This work supports the hypothesis that P recycling may have played an important role in elevated seawater P concentrations, increased organic matter burial and subsequently Ediacaran OOEs, which, in turn, facilitated the rapid diversification of animals during this critical period. A similar mechanism has also been proposed for other oxygenation events or oxygen oases in the Precambrian and early Cambrian36,37,38,48, providing confidence in the importance of regional euxinia in driving the global P cycle.
Methods
Phosphorus speciation
Chemical procedures and measurements for P speciation are conducted in the University of Science and Technology of China following the methods referring to a modified SEDEX method31. Six operationally-defined phosphorus pools were targeted, including Fe (oxyhydr)oxide-bound P (PFe1), authigenic carbonate fluorapatite-associated P (Pauth), crystalline apatite (mostly in the form of detrital Pdet), magnetite-bound P (Pmag), crystalline Fe-bound P (PFe2), and organic P (Porg), extracted using different reagents. Approximately 150 mg powder of each sample is weighed in a 15 ml centrifuge tube with 10 ml dithionite-citrate-bicarbonate solution (mixture of 0.3 M sodium citrate, 1 M sodium bicarbonate and 0.15 M sodium dithionite, pH = 7.6) and shaken for 8 h at room temperature. After centrifugation, the residue is cleaned up suing 10 ml 1 M MgCl2 (pH = 8, NaOH buffered, same as below) and ultra-pure water (resistivity > 18.2 MΩ cm) for twice times. Wherein the supernatants are collected to measure PFe1 concentrations. Subsequently, 10 mL 1M NaAc (pH = 4, HAc buffered) is added to the residue and shaken for 6h at room temperature. After centrifugation, the residue is washed twice with 10 ml 1 M MgCl2, then rinsed by ultra-pure water. The supernatants of this step are collected for Pauth concentration measurement. The residue is then mixed with 10 ml 1 M HCl and shaken for 16 h, while the supernatant is analyzed for Pdet concentration. After being rinsed with ultra-pure water, the residue is treated with 10 ml ammonium oxalate for 6 h. Following centrifugation, the residue is cleaned up using 10 ml ultra-pure water twice. The supernatants of this step are used to measure for Pmag concentration. The residue was then added with 10 ml mixture of 0.3 M sodium dithionite and 0.2 M sodium citrate (pH = 4.8, HAc buffered) and shaken for 6 h. After centrifugation, the residue is washed with 10 ml ultra-pure water twice. The supernatants of this step are used to measure for PFe2 concentration. The residue then transfers to a ceramic crucible and is ashed at 550 °C for 2 h. The ashed powder is added with 1 M HCl in a 15 ml centrifuge tube for 16 h, then centrifugated. The supernatants of this step are measured for Porg concentration. For all extracted phosphorus, it is measured by ICP-OES (SPECTRO ARCOS III). Replicate analysis of a sample gave a relative standard deviation of <10% for each step, except for PFe because of the low concentrations.
Model description
We developed a mass balance model to quantitatively determine the benthic phosphorus flux (Pbenf, unit in mol kyr−1) to evaluate the relative contribution of recycled P to primary productivity in the Ediacaran ocean. In steady state, Pbenf can be calculated using the following equation:
where Pini refers to the amount of initial P in the sediments during deposition, and Prem represents the amount of P remaining in sedimentary rocks. Assuming (1) the initial sediment Corg:P remains the same as the Redfield ratio (106:1), and (2) the reduction of TOC contents due to decomposition in sediment were limited after precipitation, the Pini and Prem can be approximated using the following two equations:
The subscript ‘tbf’ in TOC refers to total burial flux (unit in mol kyr-1) in the global ocean. For simplicity, TOCtbf can be estimated as the product of organic carbon accumulation rate (OCAR) and area of seafloor (Asf). OCAR is mainly dependent on the export flux of organic matter (sediment TOC contents were used as a proxy of export flux in our model, despite some or even most of them would be remineralized after deposition) and the MAR of sediment, both of which varied in different oceanic settings. To avoid this uncertainty, we only consider the euxinic continental margin sediments. The area of euxinic sediment is not well constrained. Previous Fe speciation and ∆199Hg data suggested expanded euxinic environments from the lower slope to the photic zone28,33, which may cover a large area of continental margin settings. In modern oceans, continental margins account for ~17% of global seafloor area61. We use an estimate of 10% euxinic sediment in our calculation. We also performed a simulation when this value is increased and decreased by a factor of 1.5. Therefore, TOCtbf can be expressed as:
and
Applying a typical density for sedimentary rocks (2.5 g cm−3), MAR can be readily calculated if the ages of sedimentary rocks can be well constrained. Merging the latter four equations into formula (1), we can model the Pbenf as function of Corg:Preac.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Data availability
All data reported in this paper can be accessed in the Supplementary Information and are also available at figshare repository: https://doi.org/10.6084/m9.figshare.29206409.
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Acknowledgements
This study was supported by the National Natural Science Foundation of China (41930320), the Chinese 111 project (B20011), the Deep-time Digital Earth Science and Technology Leading Talents Team Funds for the Central Universities for the Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing) (2652023001). No permissions were required for sampling. We thank Yafang Song for her assistance in P speciation analyses. We are grateful to three anonymous reviewers for the constructive comments that improved the paper.
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X.W., J.H., and X.S. designed the research. D.X., W.X., and Z.Q. performed P analyses. X.W. and E.S. developed the mass balance model. All authors contributed to data interpretation. X.W., D.X., and X.S. wrote the manuscript with contributions from E.S., W.X., Z.Q., J.H., and D.T.
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Communications Earth and Environment thanks Mingyu Zhao and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Primary Handling Editors: Feifei Zhang and Alice Drinkwater. [A peer review file is available].
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Xu, D., Wang, X., Stüeken, E.E. et al. Enhanced phosphorus regeneration linked to Ediacaran ocean oxygenation. Commun Earth Environ 6, 486 (2025). https://doi.org/10.1038/s43247-025-02463-2
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DOI: https://doi.org/10.1038/s43247-025-02463-2