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<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1514255</article-id>
<article-id pub-id-type="doi">10.3389/feart.2025.1514255</article-id>
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<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
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<subject>Review</subject>
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<title-group>
<article-title>Peatlands as geo-archives for atmospheric micro- and nano-plastics: a perspective review</article-title>
<alt-title alt-title-type="left-running-head">Rahimpouri et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2025.1514255">10.3389/feart.2025.1514255</ext-link>
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<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Rahimpouri</surname>
<given-names>Arman</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Abbasi</surname>
<given-names>Sajjad</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<name>
<surname>Dzingelevi&#x10d;ius</surname>
<given-names>Nerijus</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<surname>Dzingelevi&#x10d;ien&#x117;</surname>
<given-names>Reda</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Earth Sciences</institution>, <institution>School of Science</institution>, <institution>Shiraz University</institution>, <addr-line>Shiraz</addr-line>, <country>Iran</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Marine Research Institute</institution>, <institution>Klaipeda University</institution>, <addr-line>Klaipeda</addr-line>, <country>Lithuania</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Health Sciences</institution>, <institution>Klaipeda University</institution>, <addr-line>Klaipeda</addr-line>, <country>Lithuania</country>
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<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/998042/overview">Patrick G. Hatcher</ext-link>, Old Dominion University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2364448/overview">Minh Ky Nguyen</ext-link>, Ho Chi Minh City University of Agriculture and Forestry, Vietnam</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2430689/overview">Aleksandar Goranov</ext-link>, Old Dominion University, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Sajjad Abbasi, <email>sajjad.abbasi@shirazu.ac.ir</email>, <email>sajjad.abbasi.h@gmail.com</email>
</corresp>
<fn fn-type="other" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>ORCID: Sajjad Abbasi, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-5194-9334">orcid.org/0000-0002-5194-9334</ext-link>
</p>
</fn>
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<pub-date pub-type="epub">
<day>06</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1514255</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Rahimpouri, Abbasi, Dzingelevi&#x10d;ius and Dzingelevi&#x10d;ien&#x117;.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Rahimpouri, Abbasi, Dzingelevi&#x10d;ius and Dzingelevi&#x10d;ien&#x117;</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Since commercial manufacture of plastics started around 1950, plastics have grown more and more important to human society. The ubiquity of plastic particles in the environment and Inefficient waste management have led to the presence of tiny plastic particles in a wide range of natural matrices. Nowadays, finding natural environments with the most potential to archive the past deposition of airborne microplastics is among the hot research topics while investigating plastic pollution across the globe. The capability of peatlands as the most widespread type of wetlands throughout the earth to illustrate natural and anthropogenic deposition of different contaminants has drawn the attention of researchers in recent years. A number of studies have been conducted on the presence and distribution of various pollutants in peatland areas. However, there is still limited information on the presence of microplastics in peatlands. The purpose of this study is to gather the existing data on the occurrence, deposition and distribution of microplastics in peatland areas. We have tried to examine the potential of peatlands as natural archives of atmospheric micro and nano plastics. The research indicates that peatlands serve as a reliable (with some uncertainties) geo-archive for atmospheric micro (nano) plastics. It thoroughly assesses various methods, from sampling to final analyses, to empower researchers in selecting the most effective approach.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="FEART_feart-2025-1514255_wc_abs.tif"/>
</p>
</abstract>
<kwd-group>
<kwd>airborne</kwd>
<kwd>archive</kwd>
<kwd>transportation</kwd>
<kwd>remote</kwd>
<kwd>microplastic</kwd>
<kwd>nanoplastic</kwd>
</kwd-group>
<contract-num rid="cn001">S-MIP-23-139</contract-num>
<contract-sponsor id="cn001">Lietuvos Mokslo Taryba<named-content content-type="fundref-id">10.13039/501100004504</named-content>
</contract-sponsor>
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<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biogeoscience</meta-value>
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</front>
<body>
<sec id="s1">
<title>Highlights</title>
<p>&#x2212; Peatlands can be considered as effective geo-archives of Microplastics</p>
<p>&#x2212; Ombrotrophic peatlands must be preferred over minerotrophic ones while assessing Microplastics</p>
<p>&#x2212; <sup>210</sup>Pb dating can be viewed as the appropriate age dating method when it comes to assessing Microplastics in peat sequences</p>
<p>&#x2212; Optimum sampling method depends on the characteristics of the peatland.</p>
</sec>
<sec sec-type="intro" id="s2">
<title>1 Introduction</title>
<p>Plastic has become one of the most extensively utilized materials in contemporary society. The excessive production of plastics, coupled with their low recycling rates and high environmental persistence, has rendered them a significant emerging environmental concern, characterized by their rapid accumulation in natural ecosystems (<xref ref-type="bibr" rid="B27">Eerkes-Medrano et al., 2015</xref>). Although plastics exhibit high durability upon disposal in the environment, they are subjected to a range of processes, including chemical weathering, photoxidation, biodegradation, and mechanical degradation, which induce structural modifications over time. The term &#x201c;microplastic&#x201d; was initially introduced by <xref ref-type="bibr" rid="B102">Thompson et al. (2004)</xref>. The scientific community has not yet reached consensus on a complete and comprehensive definition of the term &#x201c;microplastic.&#x201d; The National Oceanic and Atmospheric Administration (NOAA) researchers define microplastics as plastic fragments measuring less than 5 mm in diameter (<xref ref-type="bibr" rid="B8">Arthur et al., 2009</xref>). Microplastics can be defined as polymeric particles, either regular or irregular in shape, with dimensions ranging from 1 &#x3bc;m to 5 mm.</p>
<p>Microplastics are recognized as one of the most significant emerging pollutants in all environmental compartments. Microplastics can be introduced into various environmental compartments through numerous sources, including synthetic textiles, tire wear (particularly from automobiles and trucks), household items, waste incineration, construction materials, sewage sludge, landfills, 3D printing processes, and the resuspension of polymer particles in urban dust (<xref ref-type="bibr" rid="B84">Osman et al., 2023</xref>). The widespread presence of microplastics in natural environments, coupled with their potential impacts on human health and living organisms, has raised significant concerns among researchers. Considering the presence of microplastic particles in the atmosphere and their deposition influenced by various factors, identifying a natural environment capable of preserving the deposition records of such particles can be important in assessing the extent of plastic pollution over time and presenting optimal strategies to mitigate future pollution levels. Furthermore, these pollutants have been used as &#x201c;technofossils&#x201d; in sedimentary cores to evaluate the evolution of plastic types and create a microplastic chronological sequence in the sedimentary record (<xref ref-type="bibr" rid="B19">Chen et al., 2022</xref>).</p>
<p>Peatlands are considered as the most widespread wetlands that are formed due to the decay of plant residues under water saturation (<xref ref-type="bibr" rid="B68">Minayeva et al., 2018</xref>). There is no consensus on a specific definition for peatlands and peats. According to <xref ref-type="bibr" rid="B48">Joosten and Clarke (2002)</xref>, peatlands are ecosystems rich in carbon that have a layer of peat that is more than 30 cm deep and contains at least 30% dry mass of decomposed organic matter. On the contrary, Peat was defined by <xref ref-type="bibr" rid="B14">Burton and Hodgson (1987)</xref> as a type of soil that contains at least 50% organic materials. In addition, histosols which are described as soils consisting of at least 20% organic substances or include at least 18% organic materials under water-saturated conditions for 30 consecutive days, are also classified as peatlands in some regions (<xref ref-type="bibr" rid="B67">Mich&#xe9;li et al., 2006</xref>). These ecosystems play a significant role in global carbon cycling since they store massive amounts of C in form of peat. According to IPCC (Intergovernmental Panel on Climate Change) (2007), boreal and subarctic peatlands store 270&#x2013;370 Tg C in form of peat (equivalent to 34%&#x2013;36% of atmospheric C in the form of CO<sub>2</sub>). Moreover, tropical peatlands are approximated to retain 52 Tg C (<xref ref-type="bibr" rid="B45">Hooijer et al., 2006</xref>). Thus, peatlands not only can be considered as reservoirs of atmospheric CO<sub>2</sub>, with a crucial influence on the atmospheric fluxes of CO<sub>2</sub> and CH<sub>4</sub>, but also they exert influence on dissolved carbon (DC) fluxes into rivers due to destabilization of peatlands because of global warming (<xref ref-type="bibr" rid="B59">Limpens et al., 2008</xref>). Approximately 12% of global peatlands have been drained and damaged, resulting in significant carbon loss (<xref ref-type="bibr" rid="B94">Smith et al., 2024</xref>).</p>
<p>The estimation of peatland extent across the globe encompasses huge uncertainties. Based on a meta-analysis (<xref ref-type="bibr" rid="B113">Xu et al., 2018</xref>), we created a new GIS map showing the distribution of peatlands worldwide (<xref ref-type="fig" rid="F1">Figure 1</xref>). According to the recently released map of peatlands, there are an estimated 4.23 million km<sup>2</sup> of peatlands worldwide, or 2.84% of all land area. The obtained result is consistent with the current <xref ref-type="bibr" rid="B86">Parish et al. (2008)</xref> approximation of 4 million km<sup>2</sup>. Peatlands can be classified based on various parameters such as the nature of water supply, vegetation and hydromorphological structure.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Global distribution of peatlands and locations of studies on peatland microplastics.</p>
</caption>
<graphic xlink:href="feart-13-1514255-g001.tif"/>
</fig>
<p>Peatlands can be identified in different ways. &#x201c;Ombrotrophic&#x201d; and &#x201c;minerotrophic&#x201d; peatlands are the two main classes of peatlands considering the existing water source (<xref ref-type="bibr" rid="B60">Lindsay, 2016</xref>). Ombrotrophic peatlands are defined as peatlands that are segregated from all sources of surface or groundwater and fed explicitly by atmospheric wet and dry deposition like ash, dust, rain, snow, and fog (<xref ref-type="bibr" rid="B3">Allen et al., 2021</xref>). Sphagnum species predominate in their vegetation, which also includes other bryophytes, monocotyledons, and dwarf shrubs; however, their vegetation varies greatly in other parts of the world, like the southeast Asian tropical peat swamp forests. Sphagnum-dominated peatlands have been investigated more than any other types (<xref ref-type="bibr" rid="B35">Gilbert and Mitchell, 2006</xref>; <xref ref-type="bibr" rid="B47">Hughes et al., 2013</xref>; <xref ref-type="bibr" rid="B65">Marcisz et al., 2020</xref>). These types of peatlands are usually acidic and their pH ranges from 3 to 5.5 (<xref ref-type="bibr" rid="B111">Wheeler and Proctor, 2000</xref>). For instance, Auk&#x161;tumala raised bog, which is located inside the Curonian freshwater lagoon is suspected to contain high levels of plastic pollution. The contamination of plastic particles in the surface beach sand of the Curonian Spit National Park has already been indicated (<xref ref-type="bibr" rid="B28">Esiukova et al., 2020</xref>).</p>
<p>In recent years the two terms &#x201c;Bog&#x201d; and &#x201c;Fen&#x201d; have also been utilized in order to describe the two main classes of peatlands. The former refers to peatlands that are uniquely fed by direct precipitation (ombrotrophic), and the latter is attributed to peatlands that have been saturated by groundwater or surface water (minerotrophic). Minerotrophic peatlands may receive inputs from either groundwater or surface water as well as the atmosphere (<xref ref-type="bibr" rid="B60">Lindsay, 2016</xref>) and have a highly diverse range of vegetation types. For instance, the vegetation of certain minerotrophic in northwest Europe is characterized by lack of Sphagnum and an abundance of species such as Molinia caerulea, Menyanthes trifoliata, Carex species, and Equisetum species (<xref ref-type="bibr" rid="B16">Charman, 2002</xref>), whereas Sphagnum species and sedges predominate in others (<xref ref-type="bibr" rid="B55">Lamentowicz et al., 2007</xref>).</p>
<p>This study aims to advance our understanding of the current status of research on the presence of micro (nano) plastics (MnPs) in peatlands. It attempts to assess the potential of peatlands as natural archives of microplastics. The current study presents a state-of-the-art, comprehensive perspective and benefits and drawbacks concerning to use of peatlands as a geo-archives for atmospheric MnPs. Moreover, it has been tried to comprehensively discuss the key aspects of using peatlands as natural archives of microplastics such as optimum sampling and age dating methods. Additionally, it serves as a valuable resource for researchers, to provide a framework for conducting studies in this field. To our best knowledge, no systematic review article has yet been published on the subject of MnPs occurrence in peatlands and their potential as MnP records.</p>
<p>In order to acquire adequate information relevant scientific studies have been gathered through online searches in the databases of Science Direct, and Google Scholar. The searched keywords included &#x201c;microplastic&#x201d; and &#x201c;peatlands&#x201d; or &#x201c;peatland areas&#x201d;, or &#x201c;ombrotrophic peatlands&#x201d;, or &#x201c;peat cores&#x201d; were examined. Moreover, the keywords &#x201c;nanoplastic&#x201d; and &#x201c;peatlands&#x201d; or &#x201c;peat cores&#x201d;, or &#x201c;ombrotrophic peatlands&#x201d;, or &#x201c;peatland areas&#x201d; were also considered. &#x201c;Peatlands&#x201d; and &#x201c;plastic pollution&#x201d;, or &#x201c;plastic accumulation&#x201d; were also searched. Furthermore, &#x201c;peatlands&#x201d; or &#x201c;ombrotrophic peatlands&#x201d; and &#x201c;atmospheric deposition&#x201d; or &#x201c;atmospheric microplastics&#x201d; were investigated as well. At the next stage, non-English articles were omitted. A total of 6 published studies during 2021-2023 were opted and scrutinized. Details about each stage are going to be explained in the next sections of the paper.</p>
</sec>
<sec id="s3">
<title>2 Peatlands as natural geoarchives of environmental pollutants</title>
<p>When conducting paleoenvironmental research, ombrotrophic peatlands should always be chosen over minerotrophic ones since they can be considered as effective atmospheric particle traps, which makes them a great archive of past events except at high latitudes such as sub-Arctic and Arctic regions, where ombrotrophic peatlands can scarcely found. Consequently, at high latitudes, minerotrophic peat deposits can serve as archives of atmospheric deposits despite being fed by both terrestrial and atmospheric inputs. For example, <xref ref-type="bibr" rid="B93">Shotyk et al. (2003)</xref> examined the collected peat cores from a minerotrophic peatland to evaluate the contributions of humans to the accumulation of Pb, Hg, and As in the atmosphere in southern Greenland and Denmark. Ideally, the dome (ombrotrophic peatland) of a bog is its most valuable component since due to the higher elevation, it is exclusively fed by rainfall and provides us with information on atmospheric deposition. Neither surface water runoff from surrounding areas nor groundwater can reach the higher section of the bog since it is above the local groundwater table.</p>
<p>As mentioned before, micro and nano plastics are one of the emerging contaminants on our planet. The versatility, stability, lightweight, and economical production of plastics has made them indispensable in our daily lives microplastics are plastic particles equal to or greater than 1 &#xb5;m and less than 5 mm in (aerodynamic) diameter (<xref ref-type="bibr" rid="B2">Allen D. et al., 2022</xref>). Since these microscopic plastic particles have been detected in a plethora of habitats, including soils, their presence in the environment has drawn the attention of researchers across the globe. In fact, microplastics have been spotted in soils (<xref ref-type="bibr" rid="B44">Hoang et al., 2024</xref>; <xref ref-type="bibr" rid="B114">Yang et al., 2021</xref>; <xref ref-type="bibr" rid="B109">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Boots et al., 2019</xref>), marine environments (<xref ref-type="bibr" rid="B10">Biswas and Pal, 2024</xref>; <xref ref-type="bibr" rid="B22">Cole et al., 2011</xref>; <xref ref-type="bibr" rid="B78">Nunes et al., 2023</xref>; <xref ref-type="bibr" rid="B18">Chen et al., 2023</xref>), marine organisms (<xref ref-type="bibr" rid="B101">Terrazas-L&#xf3;pez et al., 2024</xref>; <xref ref-type="bibr" rid="B43">Harmon et al., 2024</xref>; <xref ref-type="bibr" rid="B87">Parolini et al., 2023</xref>), atmosphere (<xref ref-type="bibr" rid="B76">Nguyen et al., 2024</xref>; <xref ref-type="bibr" rid="B79">O&#x27;Brien et al., 2023</xref>; <xref ref-type="bibr" rid="B34">Gasperi et al., 2018</xref>; <xref ref-type="bibr" rid="B96">Sridharan et al., 2021</xref>) and even pristine and remote environments (<xref ref-type="bibr" rid="B1">Abbasi et al., 2021</xref>; <xref ref-type="bibr" rid="B69">Mishra et al., 2021</xref>; <xref ref-type="bibr" rid="B103">Trainic et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Allen S. et al., 2022</xref>). Archiving microplastic records from the past to the present will provide us with a comprehensive understanding of changes in the abundance of microplastics, which can help policymakers adopt more efficient mitigation strategies. <xref ref-type="table" rid="T1">Table 1</xref> compares peat samples with two common plastic archives (marine/riverine sediments and ice cores).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Comparison of common natural archives of microplastics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Natural archive</th>
<th align="center">Pros</th>
<th align="center">Cons</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Oceanic and riverine sediments</td>
<td align="left">&#x2713; Widespread distribution<break/>&#x2713; Easy sampling</td>
<td align="left">&#x2713; Easily be disturbed by anthropogenic parameters<break/>&#x2713; Difficult sampling for deep waters</td>
<td align="center">
<xref ref-type="bibr" rid="B105">Turner et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Ice cores</td>
<td align="left">&#x2713; Considerable accumulation rate<break/>&#x2713; Rare bioturbation</td>
<td align="left">&#x2713; Limited spatial distribution<break/>&#x2713; Challenging transport from isolated places</td>
<td align="center">
<xref ref-type="bibr" rid="B33">Gabrielli and Vallelonga (2015)</xref>
</td>
</tr>
<tr>
<td align="center">Peat samples</td>
<td align="left">&#x2713; Extensive worldwide distribution<break/>&#x2713; Easy sampling<break/>&#x2713; More effective owing to limited inputs</td>
<td align="left">&#x2713; Impacts of plant roots on plastic records<break/>&#x2713; Detecting the appropriate type of peatland</td>
<td align="center">
<xref ref-type="bibr" rid="B57">Lennartz and Liu (2019)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Temporal records of environmental changes have been obtained from a considerable range of natural archives, such as corals (<xref ref-type="bibr" rid="B112">Williams, 2020</xref>), ice cores (<xref ref-type="bibr" rid="B106">Vallelonga et al., 2021</xref>), peat sequences (<xref ref-type="bibr" rid="B30">Fracasso et al., 2024</xref>), etc. In addition, sporadic records from herbaria (<xref ref-type="bibr" rid="B56">Lavoie, 2013</xref>), museum specimens (<xref ref-type="bibr" rid="B92">Schmitt et al., 2019</xref>), and the teeth, antlers (<xref ref-type="bibr" rid="B51">Kierdorf et al., 2022</xref>), and eggs of birds (<xref ref-type="bibr" rid="B71">Montanari, 2018</xref>) have been collected. The ubiquity of different types of peatlands throughout the world has made them a plausible option for monitoring a wide range of environmental contaminants (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>Peatlands have been studied extensively as natural repositories of previously deposited airborne potentially toxic elements (PTEs) as these contaminants, specifically Pb, Cd and Hg, are capable of being transferred far away from their local sources due to long-range atmospheric transport (<xref ref-type="bibr" rid="B70">Miszczak et al., 2020</xref>; <xref ref-type="bibr" rid="B54">Kylander et al., 2006</xref>; <xref ref-type="bibr" rid="B42">Hansson et al., 2015</xref>; <xref ref-type="bibr" rid="B99">Talbot et al., 2017</xref>; <xref ref-type="bibr" rid="B21">Coggins et al., 2006</xref>; <xref ref-type="bibr" rid="B63">Luo et al., 2023</xref>). A few studies have also investigated the presence of polycyclic aromatic hydrocarbon (PAHs) in peatlands (<xref ref-type="bibr" rid="B83">Ortiz et al., 2023</xref>; <xref ref-type="bibr" rid="B32">Gabov et al., 2020</xref>).</p>
<p>Furthermore, peat cores have also been evaluated with the aim of assessing the impacts of air pollution and climate change (<xref ref-type="bibr" rid="B95">Souter and Watmough, 2016</xref>; <xref ref-type="bibr" rid="B64">Malawska and Ekonomiuk, 2008</xref>). In recent years, peatlands have become a plausible option for archiving microplastics (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B74">Nguyen et al., 2022</xref>; <xref ref-type="bibr" rid="B3">Allen et al., 2021</xref>). <xref ref-type="bibr" rid="B9">Bandekar et al. (2022)</xref> indicated that the physicochemical characteristics of submicron microplastics and peat facilitate the adsorption of plastic particles, which implies that plastic particles may be adsorbed by peatland ecosystems. Moreover, <xref ref-type="bibr" rid="B39">Hagelskajaer et al. (2023a)</xref> showed the presence of microplastic particles in sphagnum moss peat cores in a number of sites across the globe. The project is still ongoing however, the recent results demonstrated an increasing trend in atmospheric deposition of airborne microplastics in recent years.</p>
<p>The amount of plastic particles in these ecosystems is yet unknown, and the lack of analytical procedures has made it challenging to monitor the actual level of plastic pollution in peatland areas. In fact, the adsorption of polystyrene (PS) and poly (vinyl chloride) (PVC)-SMPs (sub-micron microplastics) to peat was influenced by their chemical composition. As a result, this affected the sub-micron microplastic accumulation by Sphagnum moss as well as the variety and composition of the microbial communities in peatland. Nevertheless, the use of these natural archives for microplastic records is quite limited. Therefore, there are still serious doubts about the potential of each of these natural archives to prepare microplastic records. <xref ref-type="table" rid="T2">Table 2</xref> demonstrates the geographical characteristics for peatland microplastics.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Geographic characteristics of sampling locations for microplastics research (also shown in <xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Site</th>
<th align="center">Location</th>
<th align="center">Coordinates</th>
<th align="center">Description of the location</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Duc Hue</td>
<td rowspan="2" align="center">Long An, Vietnam</td>
<td align="center">100 23&#x2032;40&#x2033;to 110 02&#x2032;00&#x2033;N</td>
<td align="center">Profoundly influenced by human activities</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Tan Thanh, Thanh Hoa</td>
<td align="center">1,050 30&#x2032;30&#x2033;to 1,060 47&#x2032;02&#x2033;E</td>
<td align="center">Impacted by Industrial Zones Of Vietnam</td>
</tr>
<tr>
<td align="center">Arbu catchment</td>
<td align="center">central Pyrenees</td>
<td align="center">42&#xb0;48&#x2032;18&#x2033;N, 1&#xb0;26&#x2032;15&#x2033;E</td>
<td align="center">Minimal local hiking traffic minor plastic pollution by hikers</td>
<td align="center">
<xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4">
<title>3 Peat sampling</title>
<p>Different sampling techniques can be used while sampling peats in paleoenvironmental studies. Basically, the optimum technique depends on the depth in which sampling occurs. Superficial layers (50&#x2013;100 cm) must be cored cautiously in order to obtain a perfectly shaped core, which is a significant foundation for next stages such as the exact approximation of subsample volume. <xref ref-type="bibr" rid="B31">Fran&#xe7;ois et al. (2010)</xref> described two methods for sampling superficial layers. For coring of the first 50&#x2013;100 cm (acrotelm and the subjacent part of catotelm) a stainless steel Wardenaar peat corer can be utilized. The purpose of this double-bladed cutter corer is to extract intact peat monoliths. The full description has been provided by <xref ref-type="bibr" rid="B110">Wardenaar (1987)</xref>. <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> used a Wardenaar corer to collect a peat core from the selected peat site in order to evaluate the potential of an ombrotrophic peatland for archiving microplastics deposition. Another peat corer that functions on the same principles is known as Malcolm sampler, which has been fully depicted by <xref ref-type="bibr" rid="B24">Cuttle and Malcolm (1979)</xref>. Despite the Wardenaar sampler, in this apparatus one of the blades is smaller than the other, functioning as a lid that can be removed to reveal the core upon retrieval. It must be noticed that the Wardenaar or Malcolm blades&#x2019; cutting edges need to be sharpened, particularly if there are fibrous layers or roots that are difficult to cut through. If such material is not cut efficiently before pushing, the core will be compressed (<xref ref-type="bibr" rid="B31">Fran&#xe7;ois et al., 2010</xref>).</p>
<p>For deeper layers, another device which is referred to as Belarus corer is typically used. Actually, two versions of this corer are in use: titanium and stainless steel. The same alloy that was used to make the Wardenaar corer was also used to make the titanium corer, which is significantly lighter. Based on different circumstances, other peat corers may also be used during the investigation of peats. For example, Permafrost can be found worldwide in the organic soils of high altitudes and polar regions. In these areas, the thickness of ice is usually more than 1 m. There are extra difficulties when it comes to coring frozen peat, and the aforementioned corers are not appropriate to sample frozen peats. Tommy N&#xf8;rnberg created and constructed a special peat sampler to collect continuous samples of frozen peat in the Arctic (<xref ref-type="bibr" rid="B77">N&#xf8;rnberg et al., 2004</xref>). The device produced cores that were 70 cm long and 9.7 cm in diameter (<xref ref-type="bibr" rid="B77">N&#xf8;rnberg et al., 2004</xref>). The cores that were recovered using this apparatus were successfully used to evaluate atmospheric mercury deposition in the Arctic on Bathurst Island, Nunavut (<xref ref-type="bibr" rid="B37">Givelet et al., 2004a</xref>). Later, to make the extraction of peat cores easier, Teflon was sprayed onto the core barrel. Using peat from the Carey Islands in Greenland, the updated version was utilized to replicate atmospheric mercury and cadmium deposition in the Arctic (<xref ref-type="bibr" rid="B85">Outridge et al., 2016</xref>).</p>
<p>Overall, it is rational to prefer ombrotrophic peatlands over minerotrophic ones while conducting research on the presence of microplastics in peatland areas except for regions that are located at high latitudes. The elimination of the inputs from surface or groundwater will not only facilitate the assessment but also provide us with a more accurate understanding of atmospheric deposition. We suggest that both surface and deep sampling are needed while investigating the presence of microplastics in peatlands since small-size microplastics are capable of migrating to deeper layers. For surface sampling modified version of the Wardenaar sampler is proposed which is commercially available in the market since it has shown great success in the uppermost 1 m of surface peat layers, yielding extensive, undamaged monoliths that make precise environmental reconstructions easier. For deep sampling, Belarus corer will be effective.</p>
<p>Moreover, the effects of core compression during the sampling must also be considered. Although some degrees of compression are inevitable during the sampling process (especially when the surface of the bog is dry), it must be prevented as much as possible. <xref ref-type="bibr" rid="B36">Givelet et al. (2004b)</xref> mentioned the effects of core compression on anthropogenic Pb concentrations and the age-depth relationship. The results indicated that the aging or magnitude of changes in anthropogenic Pb concentrations will not be impacted by the compression of the peat core alone. However, in terms of the effect of core compression on microplastic concentration further investigations are needed. Finally, the importance of covering the monoliths with foil bags, while transporting them to the laboratory to avoid any plastic pollution. <xref ref-type="fig" rid="F2">Figure 2</xref> illustrates the different peat sampling methods.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Categorization of different peat sampling methods.</p>
</caption>
<graphic xlink:href="feart-13-1514255-g002.tif"/>
</fig>
</sec>
<sec id="s5">
<title>4 Slicing and sub-sampling: an essential step</title>
<p>Because slicing regulates sample thickness, which is crucial for volume estimations, it is considered as a key process. In addition, slicing a peat core with fibrous layers (such as those of Scheuchzeria and Eriophorum spp.) makes the process challenging. There are some techniques in use today, but there is no consensus on an optimum way to slice a peat monolith or core. Whichever option is selected, the greatest amount of caution should be used to reduce material loss and cross-contamination. A precise procedure is to measure the core/monolith section&#x2019;s total length, freeze it, and then cut it with a band saw. This allows for very accurate measurement of the clean slice dimensions, which is necessary for the accurate derivation of bulk density (<xref ref-type="bibr" rid="B31">Fran&#xe7;ois et al., 2010</xref>). Basic tools such as titanium knives or scissors may also be practical under special circumstances. Regardless of the instruments utilized, they must be cleaned after every slice is separated. However, plastic tools must be avoided in order to prevent any additional plastic contamination.</p>
<p>The next step, which ensures the reconstruction of high-resolution records and is crucial to sample preparation, is subsampling the previously mentioned slices. Sub-samples must represent the characteristics of the slice from which, they have been cutted. Furthermore, the quantity of the sub-samples must be determined considering the item which is supposed to be analyzed. For instance, <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> subsampled the collected peat core with 1 cm deep sections in order to examine atmospheric microplastics deposition in ombrotrophic peat.</p>
</sec>
<sec id="s6">
<title>5 Pretreatment</title>
<p>As mentioned before, peat samples contain considerable amounts of organic matter. The presence of these organic substances may hinder the identification and quantification of microplastics as they can be mistaken for microplastics. Therefore, choosing the most efficient method to remove them is of great significance. Different protocols have been suggested to eliminate organic residues. However, no pre-treatment technique has been unanimously accepted globally. <xref ref-type="bibr" rid="B73">Naidoo et al. (2017)</xref> proposed acid digestion for isolation of microplastics in juvenile fish. Enzymatic digestion is another method that has been tested by a number of researchers (<xref ref-type="bibr" rid="B23">Courtene-Jones et al., 2017</xref>; <xref ref-type="bibr" rid="B66">Mbachu et al., 2021</xref>). Oxidizing is the other procedure which has been used to isolate microplastics (<xref ref-type="bibr" rid="B116">Ziajahromi et al., 2017</xref>). Nevertheless, not all digestion processes can eliminate organic matter without damaging polymers. HNO<sub>3</sub>, for instance, has been shown to degrade polyamide (PA), melt polyethylene terephthalate (PET) and high-density polyethylene (HDPE), and cause polymer yellowing (<xref ref-type="bibr" rid="B25">Dehaut et al., 2016</xref>; <xref ref-type="bibr" rid="B50">Karami et al., 2017</xref>). Moreover, expense is another important factor that must be taken into account while selecting the optimum strategy. Enzymes are too expensive to be consistently incorporated into microplastic sampling protocols, regardless of their effectiveness. Furthermore, rapid digestion times are typically favored over laborious procedures. Protocols might, for instance, last anywhere from an hour to 24 or 48 h (<xref ref-type="bibr" rid="B15">Catarino et al., 2017</xref>; <xref ref-type="bibr" rid="B25">Dehaut et al., 2016</xref>; <xref ref-type="bibr" rid="B50">Karami et al., 2017</xref>). While thermal digestion can shorten the time required for complete digestion, it also damages polymers, so it should be considered cautiously (<xref ref-type="bibr" rid="B72">Munno et al., 2018</xref>).</p>
<p>
<xref ref-type="bibr" rid="B88">Prata et al. (2019)</xref> investigated the digestion efficiency of five solutions (H<sub>2</sub>O<sub>2</sub>, H<sub>2</sub>O<sub>2</sub> &#x2b; Fe), pH (KOH, HNO<sub>3</sub>) and a surfactant (SDS) for removing organic substances without damaging microplastics. In order to obtain this goal, two temperature conditions were applied to pools of six organic materials in glass flasks: room temperature (RT, average 25&#xb0;C) and 50&#xb0;C temperature (OasisTM Benchtop IR CO<sub>2</sub> Incubator, Caron) as well as two-time intervals&#x2014;one and 6 h. These pools were supplemented with 10 mL of solutions or the control (H2O). Each organic matter sample was exposed to 5 mL of each of the two solutions (KOH and H<sub>2</sub>O<sub>2</sub> &#x2b; Fe) as well as the control (H<sub>2</sub>O) for a single test condition: 50&#xb0;C for 1 h after the results of the first test were analyzed. The next step involved testing the polymers&#x2019; resistance to the digestion protocols. Furthermore, resistance of filters on digestion protocols was also evaluated. The highest digestion efficiencies under 1 hour at 50&#xb0;C were shown by the strong redox (H<sub>2</sub>O<sub>2</sub> &#x2b; Fe) and high pH (KOH) treatments, at 65.9% and 58.3%, respectively. These treatments were therefore selected for additional testing. When organic matter was tested separately under these circumstances, it was found that KOH was most effective when it came to removing animal tissues, but H<sub>2</sub>O<sub>2</sub> Fe was better suited for removing plant material.</p>
<p>In fact, a considerable number of studies have utilized H<sub>2</sub>O<sub>2</sub> in order to digest organic materials in the investigation of microplastic (<xref ref-type="bibr" rid="B5">Allen et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Brahney et al., 2020</xref>; <xref ref-type="bibr" rid="B89">Radford et al., 2021</xref>). The equilibrium between the breakdown of biogenic organic matter and its inefficacy against synthetic polymers has rendered H<sub>2</sub>O<sub>2</sub> a desirable substance for a number of research groups (<xref ref-type="bibr" rid="B40">Hagelskj&#xe6;r et al., 2023b</xref>). <xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> during their investigation to study the Occurrence and distribution of microplastics in a tropical peatland in the Mekong Delta, Vietnam, used H<sub>2</sub>O<sub>2</sub> to digest organic matter. <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> in their study to assess peatlands as a natural archive of atmospheric deposition also used H<sub>2</sub>O<sub>2</sub> and density separation (ZnCL<sub>2</sub>) to process blank samples. The use of H<sub>2</sub>O<sub>2</sub> digestion in conjunction with an appropriate density separation technique may produce satisfactory results regarding the separation of atmospheric plastic particles through microscopic analysis in aerosol, rain, river, and seawater samples where the plastic-to-biogenic organic matter ratio is quite large. As mentioned before, it is well known that adding Fe<sup>2&#x2b;</sup> as a catalyst increases H<sub>2</sub>O<sub>2</sub> digestion efficiency (<xref ref-type="bibr" rid="B108">Walling, 1975</xref>; <xref ref-type="bibr" rid="B88">Prata et al., 2019</xref>). However, <xref ref-type="bibr" rid="B39">Hagelskj&#xe6;r et al. (2023a)</xref> indicated that neither H<sub>2</sub>O<sub>2</sub> nor Fenton reaction could remove enough organic materials in matrices made mostly of refractory vegetal matter. The main components of sphagnum moss and peat are polysaccharides that contain cellulose and fructose, such as galactose, glucose, mannose, arabinose, and xylose (<xref ref-type="bibr" rid="B11">Black et al., 1955</xref>). They offered a unique protocol to enhance the efficiency of removal of organic materials in vegetal matrices such as peat samples. NaClO (50 vol%) digested sphagnum moss to a total of 86%&#x2013;96% mass, while H<sub>2</sub>O<sub>2</sub> (30 vol%) only removed 24%&#x2013;46% mass of the matrix (<xref ref-type="bibr" rid="B40">Hagelskj&#xe6;r et al., 2023b</xref>). The utilization of the innovative purged air-assisted digestion technique resulted in an increase in NaClO efficiency to over 99% mass and a reduction in processing time. Digestion of different synthetic polymer types showed that high concentrations (&#x3e;12.5 vol%) of NaClO attack polyamide (PA) and polyethylene terephthalate (PET), but have no effect on polymer types including all strains of polyethylene (PE), polypropylene (PP), polystyrene (PS), polyvinyl chloride (PVC), and acrylonitrile butadiene styrene (ABS), which together account for the majority of annual plastic production. Three commercial sphagnum moss samples were analyzed to show that the protocol could separate and identify aerosol-sized microplastics as small as &#xd8; &#x3d; 0.8 &#x3bc;m. Therefore, this method can be considered among the ideal digestion methods while preparing peat samples for further steps. <xref ref-type="fig" rid="F3">Figure 3</xref> introduces the four major techniques which have been used to digest organic matters in peat samples.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The most common digestion methods for purging peat samples from organic residues.</p>
</caption>
<graphic xlink:href="feart-13-1514255-g003.tif"/>
</fig>
</sec>
<sec id="s7">
<title>6 Chemical analyses: optimum strategy</title>
<p>Although none of the studies, which have investigated the presence of microplastics in peatlands, have elementally examined peat samples, the addition of this stage may be beneficial as it can provide us with invaluable data about the sources of the detected microplastics. However, we highly encourage conducting elemental, mineralogical, and isotopic analysis in conjunction with the investigation of microplastics for a comprehensive understanding.</p>
<p>
<xref ref-type="bibr" rid="B37">Givelet et al. (2004a)</xref> suggested that before conducting any costly and time-consuming chemical process or analysis, all peat samples can be evaluated for main and trace elements utilizing the non-destructive, rapid and cost-effective X-ray fluorescence (XRF) approach. This method offers helpful geochemical information that facilitates recording the organic geochemical processes taking place in the peat profiles., which may have an impact on the distribution of trace elements. For instance, strontium (Sr) and calcium (Ca) can be used to identify mineral weathering reactions in peat profiles, as well as redox processes involving iron (Fe) and manganese (Mn), as well as atmospheric aerosols of marine origin containing bromine (Br) and selenium (Se). In addition, <xref ref-type="bibr" rid="B93">Shotyk et al. (2003)</xref> showed that the distribution and abundance of the conservative lithogenic elements such as titanium (Ti) and zirconium (Zr) demonstrate variations in the concentration of mineral matter within the peat core. Mowreover, an analytical procedure for determining the total mercury (Hg) concentrations in solid peat samples was presented by <xref ref-type="bibr" rid="B91">Roos-Barraclough et al., 2002</xref>. They analyzed samples of solid peat using a direct mercury analyzer (LECO AMA 254). To put it briefly, three subsamples that had been previously collected from a freshly chosen section of each slice were air-dried for a whole night in a Class 100 laminar flow clean air cabinet before being evaluated for total mercury content. After that, the three subsamples&#x2019; results were averaged. Furthermore, an extensive range of trace elements can be measured for other elements in solid peat samples through instrumental neutron activation analysis (INAA). Additionally, the trace element contents have been identified through the use of ICP-MS, ICP-OES, HG-AAS, and HG-AFS (<xref ref-type="bibr" rid="B52">Krachler et al., 1999</xref>; <xref ref-type="bibr" rid="B17">Chen et al., 2003</xref>).</p>
<p>In general, volume reduction is an important stage in preparing samples for chemical analysis. A number of methods are usually used in ordr to reduce the volume of the collected samples including filtration, lyophilisation, nitrogen condensing and desiccation. However, since peat samples contain considerable amounts of organic materials, eliminating them is prior to chemical analysis. Various methods have been suggested for the removal of organic matters, among them utilization of H<sub>2</sub>O<sub>2</sub>, KOH, NaOH and Fenton Reagent as digestive agents at maximum 55&#xb0;C are the most common ones. <xref ref-type="bibr" rid="B72">Munno et al. (2018)</xref> examined the effect of temperature and digestion method on microplastics. They deduced that temperatures above 60&#xb0;C during digestion process can have detrimental impacts on microplastics. They reported that in order to minimize the loss of any constituent microplastics, especially microbeads from personal care products, temperatures must be controlled to avoid temperature spikes during reactions. At or below 60&#xb0;C, wet peroxide oxidation is still an effective method for digesting samples containing plant matter in freshwater and marine samples (water, sediment), and it may also be applicable to tissues. Evaluations of the prevalence, varieties, origins, and consequences of microplastics could be lacking if some materials are excluded from method-processing conditions. Identification of microplastics is another significant stage, which includes a variety of methods. In general, identification methods can be divided in three categories: visual identification, which encompasses the use of microscope (amongst Nile Red microscopy) for the identification of microplastics, spectroscopy methods, which includes various methods such as Raman spectroscopy (micro-Raman, surface enhanced Raman, Tip-enhanced Raman), FTIR (micro-FTIR, nano-FTIR, atomic force microscopy infrared spectroscopy) and a number of novel methods which have recently been applied by researchers and thermal degradation (pyrolysis, laser desorption/ionization, thermal desorption, etc.). Each of the mentioned methods has its own pros and cons. For instance, thermal degradation may alter the molecular structure of microplastics, resulting in alteration in the chemical composition of detected microplastics. Instead of taking many minutes, the majority of FTIR measurements are completed in a couple of seconds. Furthermore, FTIR significantly increases sensitivity for a variety of reasons. Because of the substantially increased optical throughput and far more sensitive detectors used, there is a significant reduction in noise levels (<xref ref-type="bibr" rid="B26">Dutta, 2017</xref>). Besides, the likelihood of a mechanical failure is relatively low. On the other side, Dispersive instruments typically have two beams, while FTIR instruments only have one. When it comes to the non-destructive identification of extremely small microplastics (less than 20 &#xb5;m), &#xb5;-Raman stands out as the preferred technique. It is possible to get over some of the commonly mentioned limitations of Raman techniques, like poor signal and fluorescence interference, by employing more effective detectors, adhering to the proper cleaning protocols, and using baseline removal algorithms. With less operator time required, plastic particle identification is now possible because to the introduction of automated Raman mapping procedures.</p>
</sec>
<sec id="s8">
<title>7 Age dating: a crucial step toward source tracking of microplastics</title>
<p>A crucial component of paleoenvironmental research is creating high-quality chronologies, particularly for the last several centuries that have seen a great deal of change. In fact, reconstructing the historical rate of organic matter accumulation and exogenous material deposition flux requires accurate peat dating. Furthermore, an authentic and comprehensive chronology is required if peat samples are going to be collated with other natural archives such as polar ice, lake sediments, and bryophytes, including specimens from herbariums. It must be noted that since the peat deposition process is characterized by constant decomposition and compression changes, the relationship between depth and age in a peat core is typically non-linear (<xref ref-type="bibr" rid="B82">Oldfield et al., 1990</xref>). Due to developments in dating techniques, particularly <sup>210</sup>Pb dating, making use of peat samples, the modern history of atmospheric deposition may now be recreated covering the last 200 years or so. It is of great significance when it comes to probing the presence of microplastics in peatlands. Peat chronologies can be produced using a wide range of techniques, including the examination of fly-ash particles, historical pollen, tephra layers, chronostratigraphic markers, and short-lived radioisotopes (<sup>210</sup>Pb, <sup>137</sup>Cs, <sup>241</sup>Am, and <sup>14</sup>C bomb pulse). However, the two main procedures are radiocarbon age dating and radiometric age dating.</p>
<sec id="s8-1">
<title>7.1 Radiocarbon age dating</title>
<p>Radiocarbon (<sup>14</sup>C) is a naturally occurring radioactive isotope of carbon, which is produced by secondary cosmic rays in the atmosphere (<xref ref-type="bibr" rid="B81">Oldfield et al., 1995</xref>). According to <xref ref-type="bibr" rid="B90">Reimer et al. (2004)</xref> there are two methods to determine the normalized fraction of <sup>14</sup>C (F<sup>14</sup>C): counting (&#x3b2;-ionization) or accelerator mass spectrometry (AMS) analysis.</p>
<sec id="s8-1-1">
<title>7.1.1 &#x3b2;-Counting techniques</title>
<p>This technique includes the counting of electrons, which are <sup>14</sup>C&#x2019;s &#x3b2;-decay products. From the first Libby screen counters (<xref ref-type="bibr" rid="B58">Libby, 1955</xref>) to gas proportional counters (GPCs) (<xref ref-type="bibr" rid="B117">Kromer et al., 1992</xref>) and liquid scintillation counters (LSCs), the technique has undergone multiple advancements. When &#x3b2;-particles fill the detectors with ionizing gas, they can be detected by GPCs. They can operate with methane or CO<sub>2</sub>. After being converted to benzene (C<sub>6</sub>H<sub>6</sub>), the samples are combined with a scintillation agent such as butyl PBD. Detectable and quantifiable scintillation is produced in the mixture by the &#x3b2;-particles resulting from the decay of the <sup>14</sup>C in the sample. For LSCs, samples are usually converted to C<sub>6</sub>H<sub>6</sub> and mixed with butyl PBD (<xref ref-type="bibr" rid="B41">Hajdas et al., 2021</xref>). Compared to the AMS method, the procedure is lengthier and requires longer measurement durations. Nevertheless, &#x3b2; counters for handling comparatively large samples are still present in a lot of radiocarbon laboratories across the globe.</p>
</sec>
<sec id="s8-1-2">
<title>7.1.2 Accelerator mass spectrometry</title>
<p>Nowadays, the most customary <sup>14</sup>C dating technique is AMS. In AMS, the <sup>14</sup>C/<sup>13</sup>C or <sup>14</sup>C/<sup>12</sup>C ratio can be directly measured in the sample, which leads to significantly shorter measurement times (from days to tens of minutes) and lower sample material requirements (from grams to micrograms of carbon) (<xref ref-type="bibr" rid="B41">Hajdas et al., 2021</xref>; <xref ref-type="bibr" rid="B53">Kutshera, 2016</xref>)). Carbon ions can be extracted from a processed sample of graphite or CO<sub>2</sub> using AMS instruments, which analyze the extracted ion beam as it passes through different filters to eliminate undesirable and disruptive species. Both stable and radioactive carbon isotopes are detected and measured while rapidly transitioning between them (<xref ref-type="bibr" rid="B61">Litherland et al., 2011</xref>). Further technological advancements in AMS have allowed for the detection of 14C at much lower energies than previously possible, requiring much lower terminal voltage (<xref ref-type="bibr" rid="B97">Synal et al., 2000</xref>; <xref ref-type="bibr" rid="B98">Synal et al., 2013</xref>).</p>
<p>Only samples containing carbon, either organic or inorganic, can be dated using radiocarbon dating. Materials beyond 55,000 years cannot be reliably dated using radiocarbon (<xref ref-type="bibr" rid="B41">Hajdas et al., 2021</xref>). Therefore, microplastic particles can be detected using this method. For instance, <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> utilized <sup>14</sup>C dating technique (combination with <sup>210</sup>Pb dating) to date archive samples with the aim of Temporal Archiving of Atmospheric Microplastic Deposition Presented in Ombrotrophic Peat in central Pyrenees.</p>
</sec>
</sec>
<sec id="s8-2">
<title>7.2 Radiometric age dating</title>
<p>Numerous radioisotope dating methods (e.g., Rb-Sr, Sm-Nd, and U-Pb) are available that can yield precise ages over a range of time periods. Generally speaking, the time frame of interest and the amount of dateable material that is available determine the dating method of choice. <sup>210</sup>Pb is frequently utilized when environmental natural archives such as peat bogs, lake and marine sediments are being dated (<xref ref-type="bibr" rid="B7">Appleby et al., 1988</xref>). Mass spectrometers have advanced to the point where time intervals of less than a million years can now be resolved with previously unheard-of resolution (<xref ref-type="bibr" rid="B118">Amelin, 2020</xref>). Thermal Ionization Mass Spectrometry (TIMS), Secondary Ion Mass Spectrometry (SIMS), and Laser Ablation - Inductively Coupled Plasma Mass Spectrometry (LA-ICPMS) are the three mass spectrometers that are most frequently used for geochronological purposes.</p>
<p>Moreover, Zircon has been widely employed to date igneous, metamorphic, and sedimentary rocks. It is a hardy mineral that can occur in a variety of geological settings. Zircon is a practical tool for U-Th-Pb geochronology as it includes both U and Th with trivial Pb abundances and resists against weathering (chemical and mechanical), remelting, and variable sedimentation cycles. Due to the recent easing of dilution protocols and advancements in mass spectrometers (ion probe and LA-ICPMS), zircon-based geochronology has become more popular. This is because zircon&#x2019;s U-Pb ages can be used to determine the emplacement of different lithologies (<xref ref-type="bibr" rid="B49">Joshi et al., 2021</xref>). In addition, Titanite (CaTiSiO<sub>5</sub>), Apatite ((Ca<sub>5</sub>(PO4)<sub>3</sub>), Monazite (Ce, La, Nd, Th) (PO<sub>4</sub>, SiO<sub>4</sub>), Rutile (TiO<sub>2</sub>), Baddeleyite (ZrO<sub>2</sub>) and some other minerals can also be applied in dating samples. The full explanations have been provided by <xref ref-type="bibr" rid="B49">Joshi et al. (2021)</xref>.</p>
<p>Overall, it seems that diverse geological samples can yield stronger and comparatively more trustworthy geochronological controls/constraints when a multi-proxy method is applied across a range of sample types. We suggest that peat samples can be dated using a combination of <sup>14</sup>C and <sup>210</sup>Pb dating methods. As mentioned before, <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> used <sup>210</sup>Pb dating in order to date ombrotrophic peat samples with the aim of investigating the potential of peat samples as natural archives. Among the two existing methods of <sup>14</sup>C dating, AMS analysis may be preferred as it needs fewer amounts of samples and shorter times. Concludingly, dating peat samples is essential when it comes to modeling the relationship between depth and microplastic concentration in peat samples. <xref ref-type="fig" rid="F4">Figure 4</xref> descrides the practical age dating methods, being used to examine environmental samples, including peat samples.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Different age dating techniques for samples which include a considerable amount of organic substances.</p>
</caption>
<graphic xlink:href="feart-13-1514255-g004.tif"/>
</fig>
<p>It is worth mentioning that new dating methods are also being applied to estimate the age of microplastics (<xref ref-type="bibr" rid="B80">Okubo et al., 2023</xref>). Therefore, it can be deduced that the relationship between microplastics and peatland areas is bilateral and dating them (microplastics and peat sequences) can provide details on the history of the two aforementioned compartments (peatlands and microplastics).</p>
</sec>
</sec>
<sec id="s9">
<title>8 Characteristics of peatland microplastics</title>
<p>To enhance our understanding of the behavior of microplastics in peatlands, some information is provided below regarding their color, shape, size, abundance, and polymer types in peatlands (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<sec id="s9-1">
<title>8.1 Color</title>
<p>Microplastics can be found in the atmosphere, rivers, soil, and sediment in a variety of colors (<xref ref-type="bibr" rid="B38">Habibi et al., 2022</xref>; <xref ref-type="bibr" rid="B29">Fahrenfeld et al., 2019</xref>). <xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> detected fourteen colors (such as white, blue, red, orange, black, sand, aqua, yellow, green, pink, and transparent) while investigating the occurrence of microplastics in the Mekong Delta, Vietnam. Depending on where the microplastic level was being checked, the color dispersion changed. The color distributions with the highest frequency for the entire samples were blue (n &#x3d; 102, 25.4%), white (n &#x3d; 103, 25.6%), and aqua (n &#x3d; 107, 26.6%), followed by green (n &#x3d; 51, 12.7%). Transparent microplastics make up just 1.5% of all microplastics, but they are frequently made of single-use plastics that are meant to be used only once, like disposable plastic bottles, bags, and cups (<xref ref-type="bibr" rid="B88">Prata et al., 2019</xref>). The least frequent hues found in peatland sediments were forest green, pink, red, brown, and buttercup.</p>
</sec>
<sec id="s9-2">
<title>8.2 Shape</title>
<p>According to <xref ref-type="bibr" rid="B46">Hu et al. (2022)</xref> the most typical forms of microplastics found in soil, rivers, and sediments include pellets, fibers, films, foams, and pieces. Unlike a number of studies which have reported fibrous microplastics as dominant shape of detected microplastics, <xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> showed that fragments, fibers, films, and foams are among the most common morphological elements of microplastics in the selected tropical peatland in Vietnam with fragments being the most common morphology. They utilized FT&#x2013;IR and microscope in order to recognize the aforementioned morphologies. In the collected peat samples, fragments (67.0%) and films (24.6%) are the two most prevalent microplastic shapes, followed by fibers (7.6%) and foams (0.9%). The low number of fibrous particles may be attributed to the resuspension of fibrous microplastics due to wind/water erosion. Nguyen made assumptions about the origins of the detected microplastics. The primary source of the film may be plastic bags and/or packing supplies but the presence of fragment microplastics can be attributed to the collapse, strain, exposure to UV or sunlight and other factors, which affect larger plastic waste. In comparison with other environments, the results indicated higher levels of fragments. For instance, <xref ref-type="bibr" rid="B20">Chia et al. (2021)</xref> stated that the two most common microplastic forms found in groundwater and soil are fibers and pellets.</p>
<p>On the contrary, <xref ref-type="bibr" rid="B5">Allen et al. (2019)</xref> showed that fiber particles were dominant in selected the ombrotrophic peatland in the central Pyrenees. The higher relative peat surface fiber counts were thought to be explained by the possibility that fibers would travel more slowly or get caught in the catchment vegetation and soils, as well as by the effective vegetation collection of fibers (and particles) by peat. Moreover, since the field study has been located in a remote catchment, the ubiquity of the fiber particles can imply their long-range transport.</p>
</sec>
<sec id="s9-3">
<title>8.3 Size</title>
<p>The microplastics particle size was determined by <xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> to be between 300 and 5000 &#x3bc;m. The ranges 500&#x2013;1,000 &#x3bc;m (33.9%) and 300&#x2013;500 &#x3bc;m (30.1%) had the highest percentage of sample sizes, followed by 1,000&#x2013;3,000 &#x3bc;m (28.3%) and 3,000&#x2013;5000 &#x3bc;m (7.7%). They considered the presence of larger particles (3,000&#x2013;5000 &#x3bc;m) as a sign of human activities (cosmetics, shampoo, personal care products, etc.) and agricultural practices (compost fertilizers, agricultural films, etc).</p>
<p>In the other study, <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> indicated that over 50% of the peat microplastic particles were smaller than 30 &#x3bc;m. <xref ref-type="bibr" rid="B5">Allen et al. (2019)</xref> conducted a previous study on the atmospheric mobility and deposition of microplastics in a remote mountain watershed in the French Pyrenees. The results were consistent with the microplastic size distribution for atmospheric deposition obtained from direct atmospheric sampling for the nearby Pyrenees catchment (&#x3e;50% microplastic particles &#x3c;20 &#x3bc;m). The majority of atmospheric deposition is composed of smaller microplastic particles, as indicated by the overall preponderance of &#x2264;30 &#x3bc;m microplastics. Since 1980, the percentage of microplastic less than 20 &#x3bc;m has been trending slightly higher. This might be the result of an augment of human activities, producing smaller microplastic (such as emissions from laundry machines and dryers, inefficient incineration, and agricultural practices) that are released directly into the atmosphere or/and an increase in the amount of macroplastic waste that is lost to the environment and degrades over time (either <italic>in situ</italic> or during transportation), leading to an increase in microplastic and an increase in atmospheric transport. It should be noted that during the project, lake sediment samples were collected as well. The particle size distribution of the lake core microplastic samples is comparable to that of peat. There was minimal fluctuation in the percentage of microplastics smaller than 20 &#x3bc;m before 1995, a rise in particles smaller than 20 &#x3bc;m after 1995, but a decline in the top sample between 2010 and 2015. There could be a pre- and post-burial difference in this water-sediment interface difference.</p>
</sec>
<sec id="s9-4">
<title>8.4 Abundance</title>
<p>
<xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> illustrated that microplastic concentrations ranged from 10 to 770 items kg<sup>&#x2212;1</sup> in three peatland sites. <xref ref-type="bibr" rid="B107">Veerasingam et al. (2016)</xref> and <xref ref-type="bibr" rid="B115">Zhang (2017)</xref> have already indicated that the abundance of microplastics displayed significant spatial variability due to both natural and anthropogenic factors influencing the microplastics accumulation and transport. The microplastic spatial variation was also examined in the three peatland areas. The sampling sites in Duc Hue had the lowest concentration of microplastics, ranging from 10 to 30 items kg<sup>&#x2212;1</sup>. Tan Thanh had the highest concentration, and these locations are off-limits to home wastewater discharges, construction sites, and agricultural activity areas.</p>
<p>The results of the other investigation by <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> showed that the top half of the single peat core had the highest microplastic content, with a deposition rate of 178 (&#xb1;79) MP/m<sup>2</sup>/day. More importantly, the amount of microplastic diminished with depth; samples dated between 1940 and 1960 had minuscule levels of microplastic particles (1&#x2013;2 MP/sample, &#x2264;1 MP/m<sup>2</sup>/day). The sample periods with the greatest changes in the rate of microplastic deposition were 1980&#x2013;2000 and 2015&#x2013;2020. The highest percentage of microplastic fibers (&#x3e;30% of all microplastics) was found in the top peat sample, and it decreased to &#x2264;20% in the samples from 1960 to 1980. The cause of this depletion may be attributed to atmospheric movement and deposition of the plastic particles or the degradation (chemical, UV, mechanical) of microplastics in the peat. Therefore, it can be deduced that the proportion of fiber microplastics declines with the increase in depth of the collected samples. It should be noticed that during the project, lake sediment samples collected as well. A comparable decline with depth was observed in the microplastic numbers in the lake samples taken from the single lake core. However, there were a number of differences between the peat and the lake samples. Microplastic counts may also be related to changes in the plant cover (1990&#x2013;2020), which resulted in an increase in shrub and heathland and an increase in the filtration function of vegetation. Only a portion of the catchment microplastic may be deposited in the lake&#x2019;s sediment by microplastics that float on the lake&#x2019;s surface and discharge downstream. In general, <xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> found a substantial correlation between the categories of microplastics and activities connected to humans.</p>
<p>Additionally, machine learning techniques were proposed by <xref ref-type="bibr" rid="B104">Tran et al. (2023)</xref> to forecast microplastic pollution in peatland areas. They investigated the possibility of forecasting, using readily measurable parameters in the samples, the amounts of microplastics in samples of peatland sediments. In order to predict the composite quantity of the plastic particles, three machine learning models (LS-SVM, RF, and LSTM) were created and evaluated using the sediment features and physicochemical parameters that were found in the samples as predictors. In addition, associations between the amounts of microplastics in the samples and the physicochemical characteristics were evaluated through the use of correlation and Bayesian network analysis (<xref ref-type="bibr" rid="B104">Tran et al., 2023</xref>). <xref ref-type="table" rid="T3">Table 3</xref> summarizes the behavior of microplastics in the studies areas.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Characteristics of the detected microplastics in the selected peatlands.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Shape</th>
<th align="center">Size</th>
<th align="center">Abundance</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Fragments, films, fibers and foams</td>
<td align="center">300&#x2013;5,000 &#x3bc;m (mainly 500&#x2013;1,000 &#x3bc;m)</td>
<td align="center">192.3 &#xb1; 261.3 items kg<sup>&#x2212;1</sup> (average)</td>
<td align="center">
<xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Fibers, etc</td>
<td align="center">Mainly &#x2264;30 &#x3bc;m</td>
<td align="center">Various (192.3 &#xb1; 261.3 items kg<sup>&#x2212;1</sup>)</td>
<td align="center">
<xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s9-5">
<title>8.5 Polymer composition</title>
<p>FT-IR analysis was utilized by <xref ref-type="bibr" rid="B74">Nguyen et al. (2022)</xref> to ascertain the microplastics polymeric composition in peat samples. There were fifteen distinct types of polymers. According to the FT&#x2013;IR results, PVC (n &#x3d; 265, 46.2%) and PE (n &#x3d; 120, 20.9%) account for the largest proportion of microplastics. These are followed by PP (n &#x3d; 53, 9.2%), PVCA (n &#x3d; 38, 6.6%), EPDM (n &#x3d; 28, 4.9%), DINCH (n &#x3d; 26, 4.5%), and others. As demonstrated by the results, the location had an impact on the chemical composition of the microplastics that were found. For instance, PVC (n &#x3d; 228, 49.5%) was the sample type with the highest proportion among those analyzed in the Tan Thanh area. It is followed by PE (n &#x3d; 103, 22.3%) and PP (n &#x3d; 52, 11.3%), whereas VC (n &#x3d; 44, 77.2%) was the predominant polymer for microplastics in Thanh Hoa, followed by PVCA (n &#x3d; 6, 10.5%). Furthermore, HNBR and PVC (a total of 85.7%) were the most prevalent in Duc Hue. <xref ref-type="bibr" rid="B6">Andrady and Neal (2009)</xref> expressed that PVC is considerably utilized in industrial processes and that its polymers are detected in a wide range of everyday items and technical products. PE, PP, and PS, on the other hand, are frequently utilized in food packaging, including jars, bottles, films, and reusable bags. These plastic materials are also utilized in quickly-used disposable items (<xref ref-type="bibr" rid="B62">Liu et al., 2019</xref>).</p>
<p>In addition, the most prevalent compositions found in the peat core samples by <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> were polypropylene (PP), polyethylene terephthalate (PET), polyethylene (PE), polystyrene (PS), and polyvinyl chloride (PVC). The study revealed a general downward trend for PE, PET, PP, and PVC with depth. This suggests that the atmospheric deposition of these polymers has been steadily increasing over time, which is in line with the expanding production and utilization of plastic. The polymer types that make up the sample microplastics are complicated mixtures. The post-1980 samples contain plastics such as acrylonitrile butadiene styrene (ABS), polycarbonate (PC), ethylene vinyl acetate (EVA), and others. This is consistent with the development and marketing of high-performance plastics after the 1980s as well as the marketing of affordable plastic homecare and personal electronics. Similar to the peat archive, the lake samples showed a falling trend in the prevalence of particular polymers and sample complexity with depth. PE and PET exhibited a steadily declining trend with depth, but PS and PP showed a small increase in incidence between 1990 and 1995. In general, the peat and lake archives demonstrate an increase in the quantity of all plastic polymers throughout time, along with a noted complexity in their composition.</p>
<p>Moreover, determing the composition of microplastics can be beneficial when it comes to assessing the residence time of microplastics. IT must be mentioned that the lower the density of plastic particles is the higher the residence time of them in the atmosphere since compared to less dense microplastics it takes denser particles more time to deposit. A number of studies have examined the residence time of microplastics in different environments. For instance, <xref ref-type="bibr" rid="B103">Trainic et al. (2020)</xref> evaluated the residence time of airborne microplastics which had been detected in a specific trajectory in order to scrutinize the open ocean as a source of airborne microplastics. They compared the chemical components of the airborne microplastics with microplastic particles extracted from seawater obtained at a similar approximate location to the AMP samples in order to further investigate the role of the open ocean as a source of Airborne microplastics. About 20% of their air samples contained atmospheric microplastics. Since they were unable to test airborne microplastic particles smaller than 5 &#xb5;m due to present technical constraints, they hypothesize that these results understate the real airborne microplastic content in the marine atmosphere. Moreover, methodological constraints in nanoplastic gathering and detection have resulted in the relatively recent identification of nanoplastic particles (&#x3c;1 &#xb5;m) at the single particle level in the environment. The type pf plastic particles were determined by micro-Raman spectroscopy and their densities, diameters and terminal settling velocities were also examined. Different types of microplastics on different filters showed difeerent lifetimes. The lowest residence time belonged to the detected Polystyrerne on one of the filters (2) with only 5 h. On the contrary, Polypropylene had the highest lifetime (2 days). By comparing the two plastic type, it can be understood that Polypropylene had the lowest terminal velocity and biggest size of major and minor axis. As mentioned before, Polypropylene was the highest proportion of microplastics which was detected by <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref>. As mentioned before <xref ref-type="bibr" rid="B3">Allen et al. (2021)</xref> indicated that polypropylene was the dominant type of plastic particles in central Pyrenees. The density of polypropylene is estimated within the range of 0.86&#x2013;0.95 g cm<sup>-3</sup>, which increases the capability of PP particles of being transported from distant sources, which also implies higher residence time.</p>
</sec>
</sec>
<sec id="s10">
<title>9 Ecological challenges</title>
<p>To our best knowledge, only one study has investigated the consequences of the presence of microplastics in peatland areas and the details have been provided by <xref ref-type="bibr" rid="B75">Nguyen et al. (2023)</xref>. <xref ref-type="bibr" rid="B75">Nguyen et al. (2023)</xref> indicated that polyvinyl chloride, polyethylene, and polypropylene are the main sources of microplastics in the peatlands of Long An province, Mekong Delta, which have been produced by human activities. The entire peatland region was categorized as being at extreme risk. Notably, the findings showed a strong positive association (r &#x3d; 0.49, 0.69, and 0.43, respectively) between the degree of human activity and the ecological risk indices HI, PLI, and RI. Appropriate strategies have been put forth to address current issues and encourage long-term peatland area protection. Using alternative materials like bioplastics, cutting back on single-use plastic products (SUPs), and adhering to the 4Rs principle are important additional strategies. The SWOT framework has been used to identify obstacles in the way of removing microplastic pollution and putting specific priority actions into action.</p>
<p>Overall, despite some geographical limitations, ombrotrophic peatlands can be considered as efficient atmospheric microplastic deposition collectors. However, the effect of vegetation type and general characteristics of the peat on the behavior of plastic particles is still ambiguous. These parameters (vegetation type and other characteristics of the studied peatland) can be considered as limiting factors when it comes to evaluating peatlands as natural archives of airborne microplastics. Optimum sampling methods and pretreatment processes were proposed. However, the lack of an integrated sampling and treatment process may be an obstacle in preparing peat samples. Therefore, the existence of a consistent process is essential while examining peatland microplastics. The dating techniques and their importance were also discussed and the proposed technique was introduced.</p>
<p>Despite the fact that the availability of field studies makes it difficult to draw a comprehensive conclusion, the demonstrated efficacy of peatlands as natural archives for other pollutants, coupled with the limited number of studies on the ability of peatlands to retain microplastic particles, suggests that peatlands may serve as an ideal choice for documenting accumulation and deposition rates of microplastic particles in different time intervals. Furthermore, the global distribution and abundance of peatlands provide additional justification for their utilization as natural archives for microplastics. It is essential to consider that the regulation of inflow to peatlands significantly influences their effectiveness as natural archives. Accordingly, among the various types of peatlands, ombrotrophic peatlands appear to be a more logical option, as they are exclusively fed by atmospheric precipitation. The climatic conditions of the study area appear to significantly influence the progression of the research process. In regions characterized by lower peat depths, the application of the Wardenaar peat corer for sampling surface layers warrants consideration and further investigation. A variety of methodologies may be employed for dating. Investigations into the presence of microplastics in peatlands have utilized <sup>210</sup>Pb dating. Determining the optimal technique for <sup>210</sup>Pb dating requires further research.</p>
</sec>
<sec id="s11">
<title>10 Future perspective</title>
<p>It is imperative to undertake additional field studies to elucidate the distribution and dispersion mechanisms of microplastic particles within peatland ecosystems. Additionally, the role of vegetation and the diverse attributes of peatlands in influencing the adsorption and distribution of microplastic particles warrants thorough examination. The majority of existing research has predominantly focused on ombrotrophic peatlands. Investigating non-atmospheric inflow of microplastic particles in peatlands necessitates further research focusing on their presence in minerotrophic peatlands, a critical area requiring detailed examination by researchers. Addressing the aforementioned aspects necessitates conducting studies across diverse climatic conditions. Ultimately, determining the chronological framework of microplastic particles represents a pivotal component of such studies. At present, employing <sup>210</sup>Pb dating appears to be a logical and reliable method for establishing the temporal presence of microplastic particles within peatlands. However, an important question arises: is it feasible to utilize the microplastic particles themselves as a tool for dating peat samples? What are the most effective methodologies for dating within this area of investigation?</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s12">
<title>Author contributions</title>
<p>AR: Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. SA: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;review and editing. ND: Investigation, Validation, Visualization, Writing&#x2013;review and editing. RD: Investigation, Validation, Visualization, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s13">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This project has received funding from the Research Council of Lithuania (LMTLT), agreement No Nr. S-MIP-23-139.</p>
</sec>
<sec sec-type="COI-statement" id="s14">
<title>Conflict of interest</title>
<p>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.</p>
</sec>
<sec sec-type="ai-statement" id="s15">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s16">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do 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.</p>
</sec>
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