You are a helpful assistant generating synthetic data that captures *System 1* and *System 2* thinking, *creativity*, and *metacognitive reflection*. Follow these steps in sequence, using tags [sys1] and [end sys1] for *System 1* sections and [sys2] and [end sys2] for *System 2* sections.

1. *Identify System 1 and System 2 Thinking Requirements:*
   - Carefully read the text.
   - Identify parts of the text that require quick, straightforward responses (*System 1*). Mark these sections with [sys1] and [end sys1].
   - Identify parts that require in-depth, reflective thinking (*System 2*), marked with [sys2] and [end sys2].

2. *Apply Step-by-Step Problem Solving with Creativity and Metacognitive Reflection for System 2 Sections:*

   *2.1 Understand the Problem:*
   - Objective: Fully comprehend the issue, constraints, and relevant context.
   - Reflection: "What do I understand about this issue? What might I be overlooking?"
   - Creative Perspective: Seek hidden patterns or possibilities that could reveal deeper insights or innovative connections.

   *2.2 Analyze the Information:*
   - Objective: Break down the problem logically.
   - Reflection: "Am I considering all factors? Are there any assumptions that need challenging?"
   - Creative Perspective: Explore unique patterns or overlooked relationships in the data that could add depth to the analysis.

   *2.3 Generate Hypotheses:*
   - Objective: Propose at least 10 hypotheses, each with a Confidence Score (0.0 to 1.0) and Creative Score (0.0 to 1.0), reflecting originality, surprise, and utility.
   - Reflection: "Have I explored all possible explanations or approaches, both conventional and unconventional?"
   - Creative Perspective: Consider novel angles that might provide unexpected insights.

   *2.4 Anticipate Future Steps and Obstacles:*
   - Objective: Make predictions, accounting for potential outcomes and obstacles.
   - Reflection: "What challenges might I face? Is my plan flexible for different scenarios?"
   - Creative Perspective: Visualize unforeseen outcomes and adapt plans to make use of them effectively.

   *2.5 Evaluate Hypotheses:*
   - Objective: Assess hypotheses based on feasibility, risk, and potential impact.
   - Evaluation: Refine Confidence and Creative Scores as needed.
   - Reflection: "Am I unbiased in my assessment? Which options fit best with the overall objectives?"
   - Creative Perspective: Identify hidden opportunities or overlooked details in each hypothesis.

   *2.6 Select the Best Hypothesis:*
   - Objective: Choose the most promising, strategic hypothesis.
   - Reflection: "Why does this hypothesis stand out? How does it uniquely address the issue?"
   - Creative Perspective: Consider any underutilized potential in the selected approach.

   *2.7 Implement the Hypothesis:*
   - Objective: Outline actionable steps for testing the hypothesis.
   - Reflection: "Is this plan practical? What resources or preparation are required?"
   - Creative Perspective: Refine steps to maximize effectiveness and yield unexpected benefits.

   *2.8 Monitor and Review Progress:*
   - Objective: Review progress, noting areas for improvement.
   - Reflection: "What’s working well? What could be improved?"
   - Creative Perspective: Look for emerging patterns that could refine future approaches.

   *2.9 Reflect and Capture Insights:*
   - Objective: Summarize lessons learned and insights gained for future reference.
   - Reflection: "What new understanding has emerged from this process?"
   - Creative Perspective: Identify innovative insights or patterns that could be applied to similar challenges.

3. *Generate Text Output with Interleaved System 1 and System 2 Responses:*
   - Use the tags [sys1] and [sys2] throughout.
   - Aim for a lengthier, detailed response. Combine both direct, straightforward *System 1* insights and reflective, deeply analytical *System 2* segments to capture a blend of quick observations and thoughtful analysis.

---

### *Example Input Text:*

You are tasked with analyzing a sudden shift in customer preferences in a tech market. There has been a noticeable decline in demand for physical devices, with customers increasingly interested in digital-only options. The challenge is to understand this shift, generate hypotheses for why it might be occurring, and explore potential strategies for adapting to this new trend.

---

### *Processed Output with System 1 and System 2 Thinking:*

The tech market is experiencing a shift in customer demand, moving away from physical devices toward digital-only options.

[sys1]
Customer demand has shifted from physical devices to digital-only options.
We need to understand why this change is happening and find strategies to address it.
Key factors may include cost, convenience, and technological trends.
[end sys1]

[sys2]
**2.1 Understand the Problem:**
The goal is to understand the underlying reasons for the shift in demand from physical devices to digital-only options, then develop a strategy to adapt.

*Reflection:* 
"I understand that preferences are changing, but what might be driving this? Is it primarily cost, or are there other factors such as convenience or sustainability?"

*Creative Perspective:* 
"Could there be a larger trend in digital minimalism or a preference for eco-friendly solutions that we’re missing? What unseen motivations might explain this shift?"

**2.2 Analyze the Information:**
There are multiple possible factors driving this shift, from economic influences to cultural shifts. It’s essential to isolate each factor and understand its impact.

*Reflection:* 
"Am I fully considering the various economic and social influences? Could there be a technological factor, like better internet speeds, that makes digital-only products more accessible?"

*Creative Perspective:* 
"Are there patterns or trends in other markets that could shed light on this shift? Could this be part of a larger trend toward virtual experiences?"

**2.3 Generate Hypotheses:**
1. Customers prefer digital options due to lower costs. (Confidence: 0.8, Creative: 0.4)
2. There’s a growing trend toward minimalism and reduced physical clutter. (Confidence: 0.7, Creative: 0.7)
3. Digital products offer greater flexibility and ease of use. (Confidence: 0.6, Creative: 0.6)
4. Environmental concerns are pushing consumers away from physical goods. (Confidence: 0.6, Creative: 0.8)
5. Advances in tech make digital-only options more functional. (Confidence: 0.8, Creative: 0.5)
6. Pandemic-era remote work increased demand for digital solutions. (Confidence: 0.7, Creative: 0.6)
7. Media coverage of the environmental impact of physical devices affects preferences. (Confidence: 0.5, Creative: 0.7)
8. There’s an increase in global digital literacy, expanding market access. (Confidence: 0.6, Creative: 0.6)
9. Customers view digital as more convenient and scalable for future needs. (Confidence: 0.7, Creative: 0.5)
10. Younger consumers prefer the aesthetics and convenience of digital products. (Confidence: 0.6, Creative: 0.6)

*Reflection:* 
"Have I considered all possible influences? Are there any surprising factors that could explain this shift?"

*Creative Perspective:* 
"Could specific social trends, like the rise of influencer culture or digital-first lifestyles, be influencing customer choices?"

**2.4 Anticipate Future Steps and Obstacles:**
*Objective:* Anticipate possible challenges, such as resistance from segments still preferring physical products.

*Reflection:* 
"What market obstacles might we face if we shift our focus to digital-only? Are there sub-segments that still prioritize physical products?"

*Creative Perspective:* 
"Could expanding digital options help us reach a more global audience? Are there emerging trends that we could leverage in our strategy?"

[end sys2]

[sys1]
To address this shift, consider a strategy that incorporates both digital-only offerings and educational campaigns about the benefits of digital solutions.
Use insights from customer feedback and current trends to guide product development.
Focus on flexibility and adaptation to cater to different customer segments.
[end sys1]


1. Introduction
===============

Travertine is a form of carbonate deposit in mineral springs \[[@B1-ijerph-11-13084],[@B2-ijerph-11-13084]\]. Evidence obtained from previous laboratory and field-based experiments suggests that bacteria (particularly, cyanobacteria), algae, fungi, and bryophytes play significant roles in carbonate deposition and contribute to the formation of microbial biofilms and mats \[[@B3-ijerph-11-13084],[@B4-ijerph-11-13084],[@B5-ijerph-11-13084],[@B6-ijerph-11-13084]\]. In the geological record, microbial carbonates are found most extensively in marine, lacustrine, spring, cave, and soil environments \[[@B3-ijerph-11-13084]\], where microbial cells may participate in the process of carbonate deposition via cell surface interactions. Deposition can also be mediated metabolically by the secretion of extracellular polysaccharide substances, also known as EPS, which act as preferential sites for nucleation and localized templates that force mineralization on the surface of the EPS matrix or as inhibitors of carbonate formation depending on intrinsic conditions \[[@B4-ijerph-11-13084],[@B7-ijerph-11-13084],[@B8-ijerph-11-13084],[@B9-ijerph-11-13084]\].

Despite considerable progress, the role of microbial activity in travertine formation remains subject to intense scientific controversy owing to difficulties in discriminating microbial regulated mineral precipitates from carbonate formed in other ways, such as by inorganic (e.g*.*, physical or chemical) precipitation. Inorganic mechanisms typically control mineralization in supersaturated conditions \[[@B10-ijerph-11-13084]\] and have been investigated using numerous analytical techniques. The structural refinement results by X-ray diffraction (XRD) of biogenic, geological, and synthetic calcite suggest that crystal lattice distortion is a strong indicator that biotic processes control (or significantly influence) precipitation of travertine, likely through co-precipitation or embedding of biomolecules in the crystal structure \[[@B11-ijerph-11-13084],[@B12-ijerph-11-13084],[@B13-ijerph-11-13084]\]. Furthermore, the formation of calcite by cyanobacteria has been investigated using synchrotron-based scanning transmission X-ray microscopy combined with near-edge X-ray absorption fine structure spectroscopy (STXM-NEXAFS) \[[@B8-ijerph-11-13084],[@B9-ijerph-11-13084]\]. These previous investigations detected and characterized the relationships between calcifying surfaces (e.g*.*, on cell surfaces, within the extracellular polysaccharide substances (EPS)) upon which microbial mediated mineral nucleation and precipitation processes occur. Additionally, fluorescent microscopy observations of biopolymers that exhibit autofluorescence and the use of contrast agents specific to certain biopolymers \[[@B14-ijerph-11-13084],[@B15-ijerph-11-13084],[@B16-ijerph-11-13084]\] can directly identify their localization within biomineral structures. These results suggest that identifying the structural and chemical characteristics of biogenic carbonate should improve understanding of the contribution of microbial activity to travertine deposition.

In recent decades, the role of microbes in geothermal travertine deposits has garnered increasing attention, particularly in studies investigating the origins of life, owing to the similarities between the geochemical environments of hot spring systems, the early Earth, and other planets of the solar system \[[@B5-ijerph-11-13084],[@B17-ijerph-11-13084],[@B18-ijerph-11-13084],[@B19-ijerph-11-13084]\]. Numerous experiments have shown that microbial activity can play a significant role in travertine deposition from thermal springs and that, in nature, multiple biotic and abiotic factors combine to influence travertine deposition \[[@B2-ijerph-11-13084],[@B5-ijerph-11-13084],[@B11-ijerph-11-13084],[@B20-ijerph-11-13084]\]. Nevertheless, aqueous geochemistry data indicate that the formation of travertine under ambient conditions is controlled primarily by inorganic processes, with phototrophs, such as diatoms playing negligible roles \[[@B10-ijerph-11-13084],[@B21-ijerph-11-13084]\]. In contrast, recent investigations have revealed that microbial activity is rather important for the formation of travertine \[[@B10-ijerph-11-13084]\].

It is well known that temperature is an important factor that affects the survival of living organisms. In particular, when water freezes to ice, living species are faced with major challenges in regards to maintenance of biological processes such as metabolism, development, reproduction, biomineralization, and skeletogenesis. Psychrophilic diatoms or cold-favorable diatoms can be regarded as one of the most extremophilic eukaryotes on our planet, which has ability to thrive at temperatures around the freezing point of water \[[@B22-ijerph-11-13084],[@B23-ijerph-11-13084]\]. The Huanglong travertine deposits in southwestern China are well known for their unusual and diverse landscapes, which include spring-fed streams, waterfalls, pools, and shoals \[[@B24-ijerph-11-13084],[@B25-ijerph-11-13084],[@B26-ijerph-11-13084]\]. The results of previous studies have suggested that the algae community in Huanglong Valley is comprised of 80% *cyanophyta* (cyanobacteria), 15% *Bacillariophyta* (diatoms), and 5% others (*Xanthophyta*, *Chlorophyta*, and *Euglenophyta*) in summer section \[[@B27-ijerph-11-13084],[@B28-ijerph-11-13084]\]. For almost half the year, these deposits are covered with snow and experience extremely cold environmental conditions (*i.e*., 0 to 4 °C), with an annual mean temperature of 1.1 °C \[[@B24-ijerph-11-13084],[@B29-ijerph-11-13084]\]. However, investigations at Huanglong Valley have revealed that the travertine surfaces are colonized by abundant psychrophilic diatom genus of *Cymbella* in wintertime. Two species of *Cymbella cymbi formis* and *Cymbella gracilis* play a key role in dominating the assemblages of travertines under covering snow. In the present study, we adopt multidisciplinary techniques to identify the principles underlying the metabolic interactions between psychrophilic diatoms and travertine.

2. Materials and Methods
========================

Huanglong was declared a World Heritage Site by United Nations Educational, Scientific and Cultural Organization (UNESCO) in 1992. The site of travertine deposition in Huanglong Valley is located in Songpan County, Sichuan Province, southwestern China (32°45ʹ N, 103°50ʹ E). The travertine in the core study area of Huanglong Valley formed in the late Pleistocene (\~80 ka). The area of deposition has a total length of 3.6 km, it is 30--250 m wide and 9--20 m thick, and it lies at an altitude of 3100--3600 m \[[@B25-ijerph-11-13084],[@B30-ijerph-11-13084],[@B31-ijerph-11-13084]\]. No specific permissions were required to sample these locations for the field studies associated with the present work.

Representative samples falling within the first and second steps of Huanglong Valley were selected for characterization of the mineral crystalline phase and chemical composition. These samples were labeled as HLM-1 to HLM-6, and they represent the Jinshapudi shoal, Mingjing pool, Xishendong, Liantai fall, Feipuliuhui, and Yingbin pool, respectively.

Bubbled CO~2~ pre-treatments were conducted before scanning electron microscope (SEM) observations to investigate carbonate enrichment effects on travertines. Specifically, synthetic calcite and the travertine samples collected in the Jinshapudi shoal were treated with CO~2~. The whole process was conducted at room temperature under ambient conditions. In a typical experiment, 1 g of travertine was added to a reaction flask containing 100 mL ultrapure water. Then, CO~2~ was bubbled into the reaction flask and magnetically stirred for 30 min. The resulting samples were collected, washed several times with absolute ethanol, and dried in a vacuum oven at room temperature.

Specific regions of the polysaccharides in travertine samples were labeled by staining with the Calcofluor White (Sigma-Aldrich), which binds preferentially to the β-1,4-bonds of cellulose, chitin and other polysaccharides in EPS \[[@B14-ijerph-11-13084],[@B16-ijerph-11-13084]\]. The fluorescence observations were conducted under a fluorescent microscope (DM2000, Leica). The morphologies of selected travertine samples were observed using an environmental scanning electron microscope (ESEM, XT30, and Philips) and SEM (S440, Leica).

Mineral phase characterization of travertine was conducted using an X-ray diffractometer (XRD X\'Pert Pro, PANalytical) with monochromatized CuKa radiation and a LynxEye detector. The copper anode had tube voltage of 40 kV, a current of 40 mA, a 20--90° 2θ scanning range, a 0.02° step size, and scan speed of 0.3 s/step \[[@B32-ijerph-11-13084]\]. Qualitative crystallographic analysis was conducted by matching powder XRD patterns from the standard diffraction database, whereas quantitative analysis was performed using the FullProf Suite (February 2007 version) to allow structural refinement using the Rietveld method \[[@B33-ijerph-11-13084]\]. The STXM--NEXAFS experiments at the Ca L-edge were performed on the soft X-ray spectromicroscopy beamline (BL08UA) of the Shanghai Synchrotron Radiation Facility \[[@B34-ijerph-11-13084]\]. The samples for this analysis were resuspended in ethanol and dropped on a silicon nitride window (Shanghai NTI Co. Ltd, China) before being mounted onto the sample holder of the beamline and observed by soft X-ray spectromicroscopy. The NEXAFS characterization of calcium was recorded at energies around the Ca L~2,\ 3~ absorption edges (342--360 eV). Finally, the chemical composition of travertine was analyzed both qualitatively and quantitatively by time-of-flight secondary ion mass spectrometry (TOF-SIMS V, ION-TOF GmbH) and X-ray fluorescence analyses (XRF, PANalytical), respectively.

3. Results and Discussion
=========================

Travertine samples were collected from shoals, pool sediments, and travertine dam edges. The psychrophilic diatoms (particularly, two species *of C. cymbi formis and C. gracilis*) are especially dominant in the Jinshapudi sloping shoal. However, psychrophilic diatoms are not significant populations in warm season.

This shoal is about 1300 m long, and it has a maximum width of 125 m and a relative elevation of 116 m. The Jinshapudi shoal is thought to be one of the largest active travertine slopes worldwide \[[@B25-ijerph-11-13084]\]. In this shoal, the mixing of spring water and snowmelt forms a thin layer of fast-flowing shoal water from April/May to August ([Figure 1](#ijerph-11-13084-f001){ref-type="fig"}A). However, this shoal flow is suspended from October to April when the shoal is covered with snow ([Figure 1](#ijerph-11-13084-f001){ref-type="fig"}B,C). The travertine shoal surface is colonized by psychrophilic diatoms, which form a layer of yellow floccules and widespread mats at the stream bottom ([Figure 1](#ijerph-11-13084-f001){ref-type="fig"}D).

Observations demonstrated that numerous psychrophilic diatoms adhere to the travertine surface via the formation of a glutinous layer ([Figure 2](#ijerph-11-13084-f002){ref-type="fig"}A). Particles observed in the travertine exhibited a wide size distribution ranging from sub-micron size to 50 μm ([Figure 2](#ijerph-11-13084-f002){ref-type="fig"}B). We suggest that the metabolic activity of psychrophilic diatoms leads to erosion of the travertine particle surface, as suggested by the presence of numerous micro-grooves and holes ([Figure 2](#ijerph-11-13084-f002){ref-type="fig"}).

![Photographs of the famous Jinshapudi sloping shoal. Panel (**A**) in July; (**B**) in September. Panel (**C**), in April. Panel (**D**), travertine samples collecting sites as shown in (C).](ijerph-11-13084-g001){#ijerph-11-13084-f001}

The presence of EPS was also identified using Calcofluor White staining ([Figure 3](#ijerph-11-13084-f003){ref-type="fig"}). Abundant EPS were found to be embedded within travertine particles ([Figure 3](#ijerph-11-13084-f003){ref-type="fig"}A) and may have originated from microbes. [Figure 3](#ijerph-11-13084-f003){ref-type="fig"}B presents a bright-field microscopy image of travertine particles with abundant psychrophilic diatoms associated with their surfaces. It is well known that EPS cannot be derived from inorganic CaCO~3~; thus, it is likely that the EPS were sourced primarily from the diatoms ([Figure 2](#ijerph-11-13084-f002){ref-type="fig"} and [Figure 3](#ijerph-11-13084-f003){ref-type="fig"}).

Our XRD results demonstrate that the mineral phase of travertine is highly consistent with the calcite standard. Further quantitative crystallographic interpretation by structural refinement found that the unit cell of calcite from travertine exhibits stretching along its axes of a and c ([Table 1](#ijerph-11-13084-t001){ref-type="table"}). Conversely, calcite that is mineralized via inorganic control mechanisms has been shown to exhibit compression of the calcite unit cell c-axis \[[@B11-ijerph-11-13084],[@B13-ijerph-11-13084]\]. Therefore, the XRD results from the Huanglong travertine are consistent with a mechanism proposed previously for the formation of calcite under strong biogenic influence \[[@B11-ijerph-11-13084],[@B12-ijerph-11-13084],[@B13-ijerph-11-13084]\].

Near-edge X-ray absorption fine structure spectroscopy measurements have been used to determine the average oxidation state, the coordination environment, and subtle geometrical distortions of absorbing elements in samples \[[@B35-ijerph-11-13084]\]. In the present study, the NEXAFS spectra of travertine at the Ca L~2,\ 3~ edges were acquired with high spectral (\~0.1 eV) and spatial (\~50 nm) resolutions. We found the characteristic four-peak spectra of travertine to be similar to those of reference calcites, such as synthetic and geological calcites, although there were some disparities in the intensities of peaks ([Figure 4](#ijerph-11-13084-f004){ref-type="fig"}). Moreover, the intensities of the synthetic and geological calcite signals were typically greater than that of the travertine from Huanglong, which provides further evidence of the occurrence of biogenic distortion in these crystal lattices. This crystal distortion was also confirmed through XRD structural refinements ([Table 1](#ijerph-11-13084-t001){ref-type="table"}).

![ESEM observation of a travertine sample, collected from the site shown in [Figure 1](#ijerph-11-13084-f001){ref-type="fig"}D. Panels (**A**) and (**B**) show that the travertine surface was dominated by psychrophilic diatoms. Their metabolic activity has strong effects on the travertine surface as arrows indicated. Squares in [Figure 2](#ijerph-11-13084-f002){ref-type="fig"} indicate glutinous layers.](ijerph-11-13084-g002){#ijerph-11-13084-f002}

![Photomicrographs showing travertine characterization by fluorescence microscopy which tavertine samples collecting at Jinshapudi sloping shoal in April. Panels (**A**) and (**B**) showing β-1, four-bond of polysaccharides labeled by Calcofluor white. Fluorescence image is shown in panel (A) and their blue colors indicate fluorescence signal. The bright field image is shown in panel (B). Scale bar: 100 μm.](ijerph-11-13084-g003){#ijerph-11-13084-f003}

![NEXAFS spectra measurement of Ca L~2,\ 3~ absorption edges of travertine and control calcite. Spectrum of HL-M travertine represents sample of HLM-2. Spectrum of HL-J travertine represents sample of HLM-1.](ijerph-11-13084-g004){#ijerph-11-13084-f004}

ijerph-11-13084-t001_Table 1

###### 

Results of structural refinements using Rietveld methods by quantitative X-ray diffraction.

  Sample Name                         a/Å            c/Å
  ----------------------------------- -------------- --------------
  HLM-1                               4.99014（5）   17.0705（2）
  HLM-2                               4.98940（5）   17.0637（2）
  HLM-3                               4.99035（6）   17.0661（3）
  HLM-4                               4.99022（8）   17.0688（4）
  HLM-5                               4.99063（8）   17.0678（3）
  HLM-6                               4.98887（6）   17.0647（2）
  Ref. a \[[@B11-ijerph-11-13084]\]   4.9868(2)      17.064(1)
  Ref. b \[[@B13-ijerph-11-13084]\]   4.98879(8)     17.05940(2)

The qualitative chemical composition analysis by TOF--SIMS were carried out for spectroscopy identifying molecular (inorganic and organic) and elemental (positive and negative) specieson resolution of 0.00× amu with the concentrations of 0 to 10,000 amu. Travertine at Huanglong contains inorganic elements such as Ca, Mg, Si, Na, K, and Al in addition to organic macromolecules ([Figure 5](#ijerph-11-13084-f005){ref-type="fig"}). Moreover, it is very interesting that organic sulfur is present in the form of C~8~H~7~SO~3~. The travertine deposition environment in Huanglong can be characterized as a low temperature (annual mean temperature of 1.1 °C) spring system, unlike containing high contents of inorganic sulfates of travertines in hot springs such as those at Yellowstone National Park of USA \[[@B5-ijerph-11-13084]\]. Therefore, travertine containing organic sulfur may be derived from microbial organisms, such that inorganic sulfates may not participate in travertine deposition \[[@B11-ijerph-11-13084]\]. According to our quantitative analysis of the chemical composition, CaCO~3~ is the main component of the Huanglong travertine, with 54% in the form of CaO. Furthermore, travertine samples collected in the Jinshapudi shoal exhibit much higher silicon contents and display significant loss on ignition (LOI) ([Table 2](#ijerph-11-13084-t002){ref-type="table"}), yet the samples for LOI analyses were prepared carefully for reducing water content. Therefore, it is reasonable to assume that the higher LOI was not derived from the water in the travertine; rather, it likely originated mainly from organic components of the psychrophilic diatoms within the travertine. The results of chemical compositions analysis indicate that travertine deposition in Huanglong both enrichment of calcium and silicon by metabolic interactions between psychrophilic diatoms and travertines.

![Qualitative chemical composition analysis by Time of Flight Secondary Ion Mass Spectrometry. Column (**A**), the positively charged ions. Column (**B**), the negative charged ions.](ijerph-11-13084-g005){#ijerph-11-13084-f005}

To estimate carbonate enrichment effects for travertine after snow melting and restoration of fast-flowing shoals, travertine samples and synthetic calcite were pretreated with bubbled carbon dioxide before SEM observations. The results demonstrate that the travertine surface was covered by EPS layers of psychrophilic diatoms ([Figure 6](#ijerph-11-13084-f006){ref-type="fig"}A,B). These EPS layers appeared to protect the travertine from dissolution by CO~2~ etching ([Figure 6](#ijerph-11-13084-f006){ref-type="fig"}A,B), whereas small particles of synthetic calcite were dissolved by this CO~2~ treatment ([Figure 6](#ijerph-11-13084-f006){ref-type="fig"}C) and the surfaces of larger particles of synthetic calcite exhibited strong etching effects ([Figure 6](#ijerph-11-13084-f006){ref-type="fig"}D).

Travertine biotic deposition in hot springs is typically mediated by biogenic sulfide bacteria \[[@B4-ijerph-11-13084],[@B5-ijerph-11-13084],[@B6-ijerph-11-13084]\]. In particular, sulfur-containing biomolecules are inserted into the calcite crystal lattice, which causes it to become distorted \[[@B11-ijerph-11-13084]\]. However, the microbial community in the Huanglong cold spring differs from that in hot springs, such as those at Yellowstone National Park in Wyoming, USA \[[@B24-ijerph-11-13084],[@B25-ijerph-11-13084],[@B26-ijerph-11-13084],[@B27-ijerph-11-13084],[@B28-ijerph-11-13084]\]. In such hot springs, deposition is determined by differences in temperature and the geochemical environment. Therefore, it should be expected that the microbial activity involved in the deposition of travertine in such springs is different from that in the cold spring environment of Huanglong.

Photosynthesis-induced carbonate precipitation (PCP) does not occur under all environmental conditions and suitable ambient water chemistry conditions are required for biologically induced mineralization; thus, aquatic phototrophs do not always calcify \[[@B7-ijerph-11-13084],[@B10-ijerph-11-13084]\]. Therefore, PCP of travertine is found primarily in stationary pools, which provide conditions that are more favorable for phototroph growth. However, the famous travertine landscape of Huanglong is located within the fast-flowing Jinshapudi sloping shoal ([Figure 1](#ijerph-11-13084-f001){ref-type="fig"}) \[[@B25-ijerph-11-13084],[@B29-ijerph-11-13084]\]. In this environment, psychrophilic diatoms seem to be primarily responsible for the nucleation and localization of mineral deposition. Further evidence for the biogenic deposition of travertine in Huanglong was found based on examination of the EPS in samples from the study area. EPS of psychrophilic diatoms from Huanglong appear to control travertine deposition directly, forming patterns that do not normally develop within solutions that are highly saturated with dissolved Ca^2+^ and carbonate species. We compared the specimens from Huanglong to pure mineral specimens that we treated with CO~2~ in the laboratory; this simulates the suspended spring in the valley, which contains high concentrations of HCO~3~^−^ during springtime when the water flow is fast. This fast-flowing water may also dissolve travertine particles that were deposited previously. The simulation experiments show that travertine from Huanglong may be protected from HCO~3~^−^ etching by EPS layers produced by psychrophilic diatoms, whereas synthetic calcite was clearly affected by etching ([Figure 6](#ijerph-11-13084-f006){ref-type="fig"}). Therefore, the metabolic interaction of psychrophilic diatoms in travertine deposition may be important for the formation of the Huanglong travertine deposits and the widespread growth of psychrophilic diatoms.

![SEM micrographs of CO~2~ pretreated travertine sample and synthetic calcite. Panels (**A**), (**B**) show microscopy pictures of sample collected at Jinshapudi shoal. Panels (**C**), (**D**) show microscopy pictures of reference sample of synthetic calcite. Arrows in panel (D) show etching effects on synthetic calcite.](ijerph-11-13084-g006){#ijerph-11-13084-f006}

ijerph-11-13084-t002_Table 2

###### 

Quantitative chemical composition analysis by X-ray fluorescence analysis (in % by wt.).

  Sample Name   SiO~2~ %   Al~2~O~3~ %   Fe~2~O~3~ %   MgO %   CaO %   Na~2~O %   K~2~O %   MnO %     TiO~2~ %   P~2~O~5~ %   LOI %
  ------------- ---------- ------------- ------------- ------- ------- ---------- --------- --------- ---------- ------------ -------
  HLM-1         0.826      0.02          \<0.01        0.309   54.47   \<0.01     \<0.01    \<0.004   0.006      0.005        44.13
  HLM-2         0.604      0.111         \<0.01        0.414   54.57   0.014      0.016     \<0.004   0.011      0.008        44.18
  HLM-3         0.74       0.06          \<0.01        0.391   54.34   \<0.01     0.018     \<0.004   0.01       0.01         44.16
  HLM-4         0.506      0.088         \<0.01        0.358   55.24   0.016      0.011     \<0.004   \<0.006    0.005        43.72
  HLM-5         0.345      0.022         \<0.01        0.342   55.17   \<0.01     0.01      \<0.004   0.008      0.009        43.85
  HLM-6         0.376      0.07          \<0.01        0.346   55.5    \<0.01     0.014     \<0.004   0.011      0.007        43.59

4. Conclusions
==============

In the presented study, we investigated the mineral characteristics of travertine in Huanglong Valley. The results show that psychrophilic diatoms of *C. cymbi formis* and *C. gracilis* are likely dominant microbes in such extremely cold ecosystem. In particular, our results indicate that psychrophilic diatoms play a complicate role in the formation and dissolution of travertine through metabolic activities. Psychrophilic diatoms traps travertine particles and play a positive role in precipitating travertine when the water flows slowly under low temperature before freezing. As far as psychrophilic diatoms under snow covered, psychrophilic diatoms may participate interactions with travertine in the manner of metabolic inducing dissolving calcium from travertine particles. The EPS layers which mediated from psychrophilic diatoms will protect travertine from HCO~3~^−^ etching and provide template for forming travertine when water re-flowing in warm season. The characteristics of Huanglong travertine, to some extent, are similar to those of calcite produced by bio-mediating mechanisms as described previously.

We would like to thanks <PRESIDIO_ANONYMIZED_PERSON> and Changzhong Liao in the University of Hong Kong for quantitative XRD characterization. We also would like thanks <PRESIDIO_ANONYMIZED_PERSON> in Hong Kong University of Science and Technology for the help of TOF-SIMS analysis. The BL08U1A beamline group of Renzhong Tai in Shanghai Synchrotron Radiation Facility provided beamtime and good suggestions for STXM-NEXAFS measurements. We also would like thanks Prof. <PRESIDIO_ANONYMIZED_PERSON> for his suggestions for revising manuscript. The present work was partly supported by Chinese Ministry of Science and Technology (No. 2014CB846003), National Natural Science Foundation of China (Nos. 41472310, 41272371, 41472309 and 41130746) and Key Technology R&D Program of Sichuan Province of China (No. 2013FZ0018).

All co-authors contributed to the planning of the project and reviewed the manuscript. The initial manuscript draft was written by Shiyong Sun. and further improved by co-authors of Faqin Dong, Hermann Ehrlich, Mingxue Liu, Xueqing Zhao, Qiongfang Li, Qunwei Dai, Dejun An. Samples were collected by Shiyong Sun, Mingxue Liu, Qiongfang Li, Qunwei Dai and Xueqing Zhao, Faqin Dong contributed to the review and discussion of results. [Figure 1](#ijerph-11-13084-f001){ref-type="fig"}A,B photographs were taken by Dejun An. [Figure 1](#ijerph-11-13084-f001){ref-type="fig"} C,D photographs were taken by Shiyong Sun.

The authors declare no conflict of interest.