<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2017.00038</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Flux of Dissolved and Particulate Low-Temperature Pyrogenic Carbon from Two High-Latitude Rivers across the Spring Freshet Hydrograph</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Myers-Pigg</surname> <given-names>Allison N.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/337105/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Louchouarn</surname> <given-names>Patrick</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Teisserenc</surname> <given-names>Roman</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/394089/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Oceanography, Texas A&#x00026;M University</institution> <country>College Station, TX, USA</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Marine Sciences, Texas A&#x00026;M University at Galveston</institution> <country>Galveston, TX, USA</country></aff>
<aff id="aff3"><sup>3</sup><institution>EcoLab, Universit&#x000E9; de Toulouse, CNRS, Institute National Polytechnique de Toulouse, Universit&#x000E9; Paul Sabatier Toulouse</institution> <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Nicholas David Ward, University of Florida, USA</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Rudolf Jaffe, Florida International University, USA; Alysha Coppola, University of Zurich, Switzerland</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Allison Myers-Pigg <email>anmp&#x00040;tamu.edu</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science</p></fn>
<fn fn-type="present-address" id="fn003"><p>&#x02020;Present Address: Allison N. Myers-Pigg, Memorial University of Newfoundland, Department of Earth Sciences, St. John&#x00027;s, NL, Canada</p></fn></author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>02</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>4</volume>
<elocation-id>38</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>10</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Myers-Pigg, Louchouarn and Teisserenc.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Myers-Pigg, Louchouarn and Teisserenc</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) or licensor 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>A number of recent studies have documented that pyrogenic carbon (PyC) is an integral and significant proportion of DOM in worldwide rivers. This material originates from all fractions of the PyC continuum, from highly condensed PyC to more functionalized components that retain some structural identity of fuel molecules. Understanding the transfer of PyC to river systems is paramount for Arctic regions, given the projected increase in frequency and intensity of forest fires within these ecosystems. However, the environmental distribution and concentration of soluble and particulate PyC, parameters that govern the overall fate of PyC in aquatic systems, has so far been unstudied. Here, we analyze the concentration and phase distribution of the anhydrosugar biomarker levoglucosan, as a proxy for low-temperature PyC, in two high-latitude river systems: a small sub-Arctic Canadian river, the Great Whale River in northern Qu&#x000E9;bec, and the largest Arctic River, the Yenisei River in north-central Siberia. Low-temperature PyC, as estimated by levoglucosan concentrations, is exported predominantly in the dissolved phase. Peak export of low-temperature PyC occurs during the spring freshet period in both rivers. Seasonal variability of dissolved and particulate PyC export in each river elucidated that the export of PyC in the particulate and dissolved phases were temporally decoupled throughout the peak discharge events. While the present work confirms that levoglucosan is exported in particulate phase at a high enough level to enter sedimentary deposits and record historical wildfire signatures, as the phase distribution varies between rivers and during different flow regimes, spatial and temporal differences may affect the usage of levoglucosan as a PyC proxy in depositional settings.</p>
</abstract>
<kwd-group>
<kwd>pyrogenic carbon</kwd>
<kwd>levoglucosan</kwd>
<kwd>freshet</kwd>
<kwd>Arctic Rivers</kwd>
<kwd>dissolved pyrogenic carbon</kwd>
<kwd>particulate pyrogenic carbon</kwd>
</kwd-group>
<contract-num rid="cn001">277059</contract-num>
<contract-sponsor id="cn001">Seventh Framework Programme<named-content content-type="fundref-id">10.13039/501100004963</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="1"/>
<ref-count count="77"/>
<page-count count="11"/>
<word-count count="8909"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Vegetation fires affect carbon cycling in all major earth systems. These fires release 1.6&#x02013;2.8 petagrams of carbon (Pg C) to the atmosphere worldwide (Sant&#x000ED;n et al., <xref ref-type="bibr" rid="B59">2016</xref>), mostly as gaseous CO<sub>2</sub>. However, inefficient combustion conditions in the environment regularly leave a proportion of the fire-affected carbon pool as carbonaceous residues, called pyrogenic carbon (PyC), which varies in molecular structure and environmental reactivity. The fate of pyrogenic carbon (PyC) in the environment, and the subsequent impact PyC has on carbon cycling, are a result of both its transport and degradation potential. As PyC is comprised of a continuum of materials, of which their formation and resulting chemical structures are temperature dependent (Masiello, <xref ref-type="bibr" rid="B44">2004</xref>), the nature of PyC varies dramatically along the PyC continuum. The PyC continuum is marked by sequential changes in the proportion of chemical markers of combustion by-products, and increased aromatic condensation level (decreasing the ratio of Hydrogen to Carbon; H/C ratios) along temperature gradients (0&#x02013;1,000&#x000B0;C; Kuo et al., <xref ref-type="bibr" rid="B38">2008a</xref>,<xref ref-type="bibr" rid="B39">b</xref>, <xref ref-type="bibr" rid="B40">2011a</xref>; Keiluweit et al., <xref ref-type="bibr" rid="B34">2010</xref>; Figure <xref ref-type="fig" rid="F1">1</xref>). At low-temperatures (150&#x02013;300&#x000B0;C), macropolymer dehydration and fragmentation leads to the release of free monomers and oligomers rich in &#x02212;OH and &#x02212;COOH functionalities (Kuo et al., <xref ref-type="bibr" rid="B38">2008a</xref>,<xref ref-type="bibr" rid="B39">b</xref>, <xref ref-type="bibr" rid="B40">2011a</xref>; Keiluweit et al., <xref ref-type="bibr" rid="B34">2010</xref>; Harvey et al., <xref ref-type="bibr" rid="B23">2012</xref>; Norwood et al., <xref ref-type="bibr" rid="B52">2013</xref>). At these temperatures, the formation of anhydrosugars (levoglucosan and its isomers, mannosan, and galactosan) is prevalent (Kuo et al., <xref ref-type="bibr" rid="B38">2008a</xref>; Figure <xref ref-type="fig" rid="F1">1</xref>). At intermediate temperatures (350&#x02013;500&#x000B0;C), the rapid disappearance of recognizable plant lignocellulosic macromolecules, and the rapid drop in levoglucosan yields around 300&#x02013;400&#x000B0;C (Kuo et al., <xref ref-type="bibr" rid="B38">2008a</xref>, <xref ref-type="bibr" rid="B40">2011a</xref>), occur synchronously with a steep increase in the proportion of amorphous aromatic structures (Keiluweit et al., <xref ref-type="bibr" rid="B34">2010</xref>; Schneider et al., <xref ref-type="bibr" rid="B63">2011</xref>; Harvey et al., <xref ref-type="bibr" rid="B23">2012</xref>) as noted by the rapid decrease in H/C ratios and the rise in benzene polycarboxylic acids (BPCA), selective molecular markers of aromatic clusters (Ziolkowski and Druffel, <xref ref-type="bibr" rid="B77">2010</xref>; Schneider et al., <xref ref-type="bibr" rid="B63">2011</xref>; Figure <xref ref-type="fig" rid="F1">1</xref>). At the highest range of the temperature continuum (&#x0003E;500&#x000B0;C), PyC is characterized by increasing graphene-like structures in highly condensed turbostratic aromatics, marked by the increase in condensation levels of molecular markers such as BPCAs (Keiluweit et al., <xref ref-type="bibr" rid="B34">2010</xref>; Schneider et al., <xref ref-type="bibr" rid="B63">2011</xref>). This PyC-derived turbostratic carbon is relatively unordered (Nguyen et al., <xref ref-type="bibr" rid="B51">2010</xref>) and is therefore structurally different than graphite found in natural environments, which is derived from high temperature and pressure conditions (such as within metamorphic rock) and is likely more ordered and highly crystalline (Brandes et al., <xref ref-type="bibr" rid="B5">2008</xref>). High-temperature PyC can also be formed from the condensation of gas-phase intermediates (i.e., soot carbon; Schmidt and Noack, <xref ref-type="bibr" rid="B61">2000</xref>; Hammes et al., <xref ref-type="bibr" rid="B20">2007</xref>). As the lability of organic matter decreases along the PyC continuum (Ascough et al., <xref ref-type="bibr" rid="B3">2011</xref>), the reactivity potential of PyC in the environment decreases with higher combustion temperatures (Masiello, <xref ref-type="bibr" rid="B44">2004</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Updated pyrogenic carbon continuum inspired by Masiello (<xref ref-type="bibr" rid="B44">2004</xref>), including modifications inspired by Kuo et al. (<xref ref-type="bibr" rid="B38">2008a</xref>) and Hammes et al. (<xref ref-type="bibr" rid="B20">2007</xref>)</bold>. This figure includes changes in the proportion of chemical markers of combustion by-products and the increased aromatic condensation level observed in biomass chars along a heat treatment temperature (HTT) gradient (0&#x02013;1,000&#x000B0;C; Keiluweit et al., <xref ref-type="bibr" rid="B34">2010</xref>; Harvey et al., <xref ref-type="bibr" rid="B23">2012</xref>). Decreasing H/C ratios and O/C ratios along the HTT are synthesized from Kuo et al. (<xref ref-type="bibr" rid="B38">2008a</xref>), Keiluweit et al. (<xref ref-type="bibr" rid="B34">2010</xref>), and Schneider et al. (<xref ref-type="bibr" rid="B63">2011</xref>). Note that these vary dependent on feedstock and the scales on this figure are non-linear. Biomarker ranges derived from a variety of sources: benzene polycarboxylic acids (BPCA) from Schneider et al. (<xref ref-type="bibr" rid="B62">2010</xref>) and Schneider et al. (<xref ref-type="bibr" rid="B63">2011</xref>), levoglucosan range from Kuo et al. (<xref ref-type="bibr" rid="B38">2008a</xref>) and upper limit uncertainty from Lakshmanan et al. (<xref ref-type="bibr" rid="B42">1970</xref>), Chemo-thermal oxidation (CTO-375) range from Kuo et al. (<xref ref-type="bibr" rid="B38">2008a</xref>).</p></caption>
<graphic xlink:href="fmars-04-00038-g0001.tif"/>
</fig>
<p>Wildfires are an important source of PyC to Arctic environments (Preston and Schmidt, <xref ref-type="bibr" rid="B54">2006</xref>; Hansen et al., <xref ref-type="bibr" rid="B22">2013</xref>; Sant&#x000ED;n et al., <xref ref-type="bibr" rid="B60">2015</xref>). However, both the overall export and mechanisms for export of PyC within these systems is still an area of active research. Soil regimes in these systems vary widely; for example, the Yenisei River watershed is underlain by every type of permafrost regime, causing the soil active layer depth to vary dramatically within high latitude watersheds (Kawahigashi et al., <xref ref-type="bibr" rid="B32">2004</xref>). It has been suggested that subsoil transport is a primary mechanism for PyC export from terrestrial to aquatic systems (G&#x000FC;ere&#x000F1;a et al., <xref ref-type="bibr" rid="B18">2015</xref>), which may be regulated by soil-PyC associations. Czimczik and Masiello (<xref ref-type="bibr" rid="B9">2007</xref>) suggest that the ability of soil minerals to sorb PyC may be a main controller of PyC storage within soils, similar to bulk soil organic matter (SOM). When PyC is incorporated into soils, it may be associated with soil minerals (Hockaday et al., <xref ref-type="bibr" rid="B25">2007</xref>; Knicker, <xref ref-type="bibr" rid="B37">2011</xref>). PyC-mineral interactions observed on the surface of charcoals may also influence associations of PyC with minerals in the dissolved phase within soils (Hockaday et al., <xref ref-type="bibr" rid="B25">2007</xref>), as soil mineral-DOM interactions affect the quantity of DOM exported from soil layers (Kaiser and Guggenberger, <xref ref-type="bibr" rid="B30">2000</xref>; Kawahigashi et al., <xref ref-type="bibr" rid="B33">2006</xref>). The distribution of PyC in Arctic soil profiles indicates vertical movement of PyC between soil layers (Guggenberger et al., <xref ref-type="bibr" rid="B19">2008</xref>), pointing toward transport of Py-DOC within soil profiles. In many high-latitude systems, the highest PyC content within soils is associated with soil mineral layers (Rodionov et al., <xref ref-type="bibr" rid="B55">2006</xref>; Guggenberger et al., <xref ref-type="bibr" rid="B19">2008</xref>). In permafrost regions, DOM export is controlled by active layer thickness and extent of seasonally thawed mineral layers above permafrost regimes (Kawahigashi et al., <xref ref-type="bibr" rid="B32">2004</xref>). These relationships within soils may affect both the phase and timing of PyC export to aquatic systems. Additionally, these processes may govern the turnover time of soil PyC, which is generally &#x0003C;100 years in boreal ecosystems (Hammes et al., <xref ref-type="bibr" rid="B21">2008</xref>). This is much less than the millennial time-scales traditionally thought for PyC turnover in soils, and accounts for all loss processes (decomposition, leaching, erosion). Therefore, the translocation of PyC from soils into riverine systems is likely an important process for PyC cycling.</p>
<p>Export of high-temperature dissolved PyC (dissolved PyC will be henceforth referred to as Py-DOC; high temperature Py-DOC is also known as dissolved black carbon, or DBC) to aquatic systems does not appear to be controlled by fire history (Ding et al., <xref ref-type="bibr" rid="B11">2013</xref>; Wagner et al., <xref ref-type="bibr" rid="B71">2015</xref>), implying that high-temperature PyC needs to be functionalized before export, i.e., the solubility of high-temperature PyC is likely a function of charcoal age and exposure to &#x0201C;weathering&#x0201D; processes (Abiven et al., <xref ref-type="bibr" rid="B1">2011</xref>). This idea is supported by the continual mobilization and export of high-temperature Py-DOC in deforested ecosystems long after slash-and-burn agriculture has stopped (Dittmar et al., <xref ref-type="bibr" rid="B12">2012</xref>). However, as low-temperature Py-DOC also appears to be non-correlated to recent fire history (Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>), the processes controlling the export of low- and high-temperature Py-DOC may be coupled. The relationship between Py-DOC from throughout the continuum and bulk DOC in Arctic river systems (Jaffe et al., <xref ref-type="bibr" rid="B29">2013</xref>; Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>; Stubbins et al., <xref ref-type="bibr" rid="B69">2015</xref>) indicates that the mechanisms governing their export are similar. Therefore, it is likely that PyC export is controlled by similar processes as bulk organic matter. However, the temporal variability in PyC mobilization, as well as the variability of PyC export from the entire PyC continuum needs to be further explored before final conclusions on overall PyC export characteristics can be drawn. The export from terrestrial to aquatic systems is important to quantify in order to understand the impacts of PyC on carbon cycling (Masiello and Louchouarn, <xref ref-type="bibr" rid="B45">2013</xref>).</p>
<p>Recent studies have documented the transfer of PyC to river systems in the dissolved and particulate phases, originating from all portions of the PyC continuum, from highly resistant PyC to more soluble, labile components (Dittmar et al., <xref ref-type="bibr" rid="B12">2012</xref>; Jaffe et al., <xref ref-type="bibr" rid="B29">2013</xref>; Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>; Wagner et al., <xref ref-type="bibr" rid="B71">2015</xref>; Wang et al., <xref ref-type="bibr" rid="B72">2016</xref>). Understanding the transfer of PyC to aquatic systems is especially pertinent for Arctic regions, given the projected increase in frequency and intensity of boreal forest fires (Kasischke et al., <xref ref-type="bibr" rid="B31">1995</xref>; Running, <xref ref-type="bibr" rid="B56">2006</xref>; Soja et al., <xref ref-type="bibr" rid="B67">2007</xref>) and a larger proportion of PyC created in these environments (Sant&#x000ED;n et al., <xref ref-type="bibr" rid="B60">2015</xref>). The phase in which these materials are mobilized throughout the environment has implications on its availability for <italic>in-situ</italic> degradation/transformation, and ability for PyC to be stored in long-term carbon pools (Czimczik and Masiello, <xref ref-type="bibr" rid="B9">2007</xref>; Sant&#x000ED;n et al., <xref ref-type="bibr" rid="B59">2016</xref>). For example, PyC in the dissolved phase (Py-DOC) can be quickly remineralized (Stubbins et al., <xref ref-type="bibr" rid="B68">2012</xref>; Ward et al., <xref ref-type="bibr" rid="B73">2014</xref>; Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>), while PyC in the particulate phase (Py-POC) may be buried in intermediate carbon pools along transport paths (such as river sediments) or on continental margins (Hunsinger et al., <xref ref-type="bibr" rid="B28">2008</xref>; Cotrufo et al., <xref ref-type="bibr" rid="B8">2016</xref>). Given the high potential for biological degradation of levoglucosan and other low-temperature PyC on environmentally relevant time scales (Norwood et al., <xref ref-type="bibr" rid="B52">2013</xref>), one might expect that low-temperature PyC produced in the environment is quickly degraded <italic>in-situ</italic> during transport from terrestrial systems. However, a few studies have shown that biomarkers of low-temperature biomass combustion by-products (levoglucosan and isomers) can be found in sedimentary and soil records 100&#x00027;s&#x02013;1,000&#x00027;s of years old and help trace fire events induced by climate cyclicity and/or anthropogenic activities (Elias et al., <xref ref-type="bibr" rid="B13">2001</xref>; Hunsinger et al., <xref ref-type="bibr" rid="B28">2008</xref>; Kuo et al., <xref ref-type="bibr" rid="B41">2011b</xref>; Kirchgeorg et al., <xref ref-type="bibr" rid="B36">2014</xref>; Gao et al., <xref ref-type="bibr" rid="B16">2016</xref>). Chemical functionality of low-temperature PyC should favor mobilization and transport in the aqueous phase and therefore, preservation of low-temperature PyC and deposition into sedimentary records may be a function of source and/or associations of low-temperature PyC with minerals or high-temperature PyC components.</p>
<p>Here, we present the first study to our knowledge that analyzes the phase distribution of low-temperature PyC, using levoglucosan as a biomarker proxy, in two high-latitude systems: a small sub-Arctic Canadian River, the Great Whale River, in northern Qu&#x000E9;bec, and the largest Arctic River, the Yenisei River, in north-central Siberia throughout various flow regimes, to discover the evolution and relative importance of phase distribution on the export of low-temperature PyC in these high-latitude systems.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<p>For each river, we collected particulate and dissolved organic matter across the spring freshet period. Approximately 100 L of river water was pre-filtered for gross particulates (64 &#x003BC;m) in the field and transported to a field laboratory station in either in the village of Whapmagoostui-Kuujjuarapik for the Great Whale River (2012), or Igarka for the Yenisei River (2014), and immediately filtered using tangential flow filtration (TFF, 0.45 &#x003BC;m filter size) to separate the particulate and dissolved/colloidal phases. The particulate portion, 64&#x02013;0.45 &#x003BC;m, was concentrated to around 1 litter and immediately frozen. The dissolved portion, &#x0003C;0.45 &#x003BC;m, was isolated using a portable reverse osmosis system (Serkiz and Perdue, <xref ref-type="bibr" rid="B64">1990</xref>), and the concentrate was also frozen. Samples were then transported to the Laboratoire d&#x00027;&#x000C9;cologie Fonctionnelle et Environnement (EcoLab) laboratory in Toulouse, France, for further treatment. The samples were all freeze-dried at EcoLab, France, and chemical analyses were performed at Texas A&#x00026;M University at Galveston, USA.</p>
<p>Percent OC (% OC) was determined on vapor-phase acidified (to remove carbonates) freeze-dried subsamples on a Costech Elemental Analyzer. Freeze-dried subsamples were then analyzed for fire-derived biomarkers, monomeric lignin phenols (syringyl, cinnamyl, and vanillyl phenols) and anhydrosugars (levoglucosan, mannosan, galactosan), following methods outlined in Louchouarn et al. (<xref ref-type="bibr" rid="B43">2009</xref>), Shakya et al. (<xref ref-type="bibr" rid="B66">2011</xref>), and Myers-Pigg et al. (<xref ref-type="bibr" rid="B49">2015</xref>). Briefly, biomarkers were extracted from freeze-dried materials, pre-spiked with deuterated (<italic>d</italic>-7) levoglucosan (NIST SRM 2267), using 9:1 dichloromethane:methanol on an accelerated solvent extractor (ASE 200; Dionex) at 1500 PSI and 100&#x000B0;C. Sample were then concentrated in a RapidVap (LabConco) under Argon gas at 50&#x000B0;C, dried to completion in a CentriVap centrifugal concentrator (LabConco) at 50&#x000B0;C, and re-suspended in pyridine. Extracts were then derivatized for 15 min using O-bis (trimethylsilyl) trifluoroacetamide containing 1% trimethylchlorosilane (9:1 BSTFA:TMCS) at 75&#x000B0;C, and analyzed on a Varian triple quadrupole 480-300 GC-MS system using a fused silica column (J&#x00026;W DB-5MS, 30 m &#x000D7; 0.25 mm i.d., 0.25 &#x003BC;m film thickness; Agilent Technologies). Each sample was injected splitless using helium as a carrier gas. Monomeric lignin phenol and anhydrosugar analyses were performed independently under single ion monitoring (SIM) mode, and using specific ions for compound determination. Sample detection limits, recoveries, and precision were determined through concurrently running blanks, standard reference materials (SRM 1649b), and replicates. All quality control parameters were within the ranges presented in Louchouarn et al. (<xref ref-type="bibr" rid="B43">2009</xref>).</p>
<p>Ratios of monomeric lignin phenols (syringyl/vanillyl: S/V) and anhydrosugars (levoglucosan to its isomer mannosan: L/M) were calculated to determine sources of PyC in the dissolved and particulate phases (Table <xref ref-type="table" rid="T1">1;</xref> Kuo et al., <xref ref-type="bibr" rid="B38">2008a</xref>; Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Average levoglucosan concentrations, low-temperature PyC concentrations, suspended particulate matter (SPM), and source signature ratios from free lignin phenols and anhydrosugars (syringyl/vanillyl: S/V and levoglucosan/mannosan: L/M) for the Yenisei River and Great Whale River</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center"><bold>Yenisei River</bold></th>
<th valign="top" align="center"><bold>Great Whale River</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Dissolved Levoglucosan &#x003BC;g L<sup>&#x02212;1</sup></td>
<td valign="top" align="center">0.057 &#x000B1; 0.032</td>
<td valign="top" align="center">0.054 &#x000B1; 0.053</td>
</tr>
<tr>
<td valign="top" align="left">Particulate Levoglucosan &#x003BC;g gdw<sup>&#x02212;1</sup></td>
<td valign="top" align="center">0.27 &#x000B1; 0.14</td>
<td valign="top" align="center">0.94 &#x000B1; 0.34</td>
</tr>
<tr>
<td valign="top" align="left">Particulate Levoglucosan &#x003BC;g L<sup>&#x02212;1</sup></td>
<td valign="top" align="center">0.002 &#x000B1; 0.002</td>
<td valign="top" align="center">0.008 &#x000B1; 0.011</td>
</tr>
<tr>
<td valign="top" align="left">Low-Temperature Py-DOC mg L<sup>&#x02212;1</sup></td>
<td valign="top" align="center">0.02 &#x000B1; 0.004</td>
<td valign="top" align="center">0.002 &#x000B1; 0.0009</td>
</tr>
<tr>
<td valign="top" align="left">Low-Temperature Py-POC mg L<sup>&#x02212;1</sup></td>
<td valign="top" align="center">0.001 &#x000B1; 0.0002</td>
<td valign="top" align="center">0.001 &#x000B1; 0.0004</td>
</tr>
<tr>
<td valign="top" align="left">SPM mg L<sup>&#x02212;1</sup></td>
<td valign="top" align="center">11 &#x000B1; 6.4</td>
<td valign="top" align="center">19 &#x000B1; 32</td>
</tr>
<tr>
<td valign="top" align="left">S/V (Both Phases)</td>
<td valign="top" align="center">0.44 &#x000B1; 0.21</td>
<td valign="top" align="center">0.29 &#x000B1; 0.19</td>
</tr>
<tr>
<td valign="top" align="left">L/M (Both Phases)</td>
<td valign="top" align="center">4.2 &#x000B1; 1.2</td>
<td valign="top" align="center">3.2 &#x000B1; 3.7</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Low-temperature Py-DOC concentrations (Table <xref ref-type="table" rid="T1">1</xref>) were calculated according to the methodology outlined in Myers-Pigg et al. (<xref ref-type="bibr" rid="B49">2015</xref>), using measured levoglucosan concentrations and a conversion factor based on the ratio of levoglucosan to low-temperature Py-DOC potentially present at the sampling site. Briefly, transit times were calculated between sample locations and average fire locations in each watershed to account for degradation during transit. The experimentally-derived ratio of levoglucosan to Py-DOC (Norwood et al., <xref ref-type="bibr" rid="B52">2013</xref>), corresponding to each calculated transit time, was used to convert measured levoglucosan concentrations into an estimate of low-temperature Py-DOC in the rivers (Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>). Fire locations were assumed to be concentrated at &#x0007E;52&#x02013;53&#x000B0;N for the Yenisei River (Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>; Ponomarev et al., <xref ref-type="bibr" rid="B53">2016</xref>); the range of fire locations from 1980 to 2014 using fire data from the Canadian Forest Service (<xref ref-type="bibr" rid="B6">2016</xref>) were used for the Great Whale River (Figure <xref ref-type="supplementary-material" rid="SM1">S1</xref>). Error of fire location for each sampling point was propagated for the Py-DOC and Py-POC calculations (<bold>Figure 3</bold>).</p>
<p>To estimate the concentrations of low-temperature Py-POC in each river, mass-weighted distribution coefficients (K<sub><italic>d</italic></sub>s; Table <xref ref-type="table" rid="T2">2</xref>) were calculated by the following equation:</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mtext>K</mml:mtext><mml:mi>d</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mo>[</mml:mo><mml:mi>l</mml:mi><mml:msup><mml:mrow><mml:mtext>&#x000A0;in&#x000A0;POM&#x000A0;mg&#x000A0;kg</mml:mtext></mml:mrow><mml:mrow><mml:mo>&#x02212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup><mml:mo>]</mml:mo></mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mi>l</mml:mi><mml:msup><mml:mrow><mml:mtext>&#x000A0;in&#x000A0;DOM&#x000A0;mg&#x000A0;L</mml:mtext></mml:mrow><mml:mrow><mml:mo>&#x02212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup><mml:mo>]</mml:mo></mml:mrow></mml:mfrac></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where the concentrations of levoglucosan (<italic>l</italic>) is measured in the isolated particulate and dissolved matter from each river (Figure <xref ref-type="fig" rid="F2">2</xref>; Table <xref ref-type="table" rid="T2">2</xref>). Low-temperature Py-POC concentrations were then calculated using K<sub><italic>d</italic></sub> values for levoglucosan calculated in Equation 1, substituting Py-DOC concentrations for <italic>l</italic> in DOM in Equation 1 and solving for the concentration of Py-POC in mg kg<sup>&#x02212;1</sup>. These concentrations were then scaled to mg L<sup>&#x02212;1</sup> using total suspended solids (TSS; suspended particulate material, SPM) measured in mg L<sup>&#x02212;1</sup> (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p><bold>LogK<sub><bold>d</bold></sub> values for various PyC biomarkers in different systems</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center"><bold>Watershed Size 10<sup>6</sup> km<sup>2</sup></bold></th>
<th valign="top" align="left"><bold>Biomarker used</bold></th>
<th valign="top" align="center"><bold>Average LogK<sub>d</sub> L kg<sup>&#x02212;1</sup></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Poudre River (Wagner et al., <xref ref-type="bibr" rid="B71">2015</xref>)</td>
<td valign="top" align="char" char=".">0.005</td>
<td valign="top" align="left">BPCA</td>
<td valign="top" align="char" char=".">4.0 &#x000B1; 0.6</td>
</tr>
<tr>
<td valign="top" align="left">Great Whale River (This study)</td>
<td valign="top" align="char" char=".">0.043</td>
<td valign="top" align="left">Levoglucosan</td>
<td valign="top" align="char" char=".">4.4 &#x000B1; 0.2</td>
</tr>
<tr>
<td valign="top" align="left">Smaller Rivers in Northwest Territories and Nunavut (Yunker et al., <xref ref-type="bibr" rid="B75">2002</xref>)</td>
<td valign="top" align="char" char=".">0.083 &#x000B1; 0.045</td>
<td valign="top" align="left">PAHs</td>
<td valign="top" align="char" char=".">4.5 &#x000B1; 0.2</td>
</tr>
<tr>
<td valign="top" align="left">Mackenzie River/Delta (Yunker et al., <xref ref-type="bibr" rid="B76">1994</xref>, <xref ref-type="bibr" rid="B75">2002</xref>)</td>
<td valign="top" align="char" char=".">1.78</td>
<td valign="top" align="left">PAHs</td>
<td valign="top" align="char" char=".">4.8 &#x000B1; 0.8</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Yenisei River (This study)</td>
<td valign="top" align="char" char=".">2.54</td>
<td valign="top" align="left">Levoglucosan</td>
<td valign="top" align="char" char=".">3.7 &#x000B1; 0.3</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="center"><bold>Ocean Size 10</bold><sup>6</sup> <bold>km</bold><sup>2</sup></td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Beaufort Sea (Yunker et al., <xref ref-type="bibr" rid="B76">1994</xref>, <xref ref-type="bibr" rid="B75">2002</xref>)</td>
<td valign="top" align="char" char=".">0.18</td>
<td valign="top" align="left">PAHs</td>
<td valign="top" align="char" char=".">6.3 &#x000B1; 0.4</td>
</tr>
<tr>
<td valign="top" align="left">Pacific Ocean (Ziolkowski and Druffel, <xref ref-type="bibr" rid="B77">2010</xref>; Coppola et al., <xref ref-type="bibr" rid="B7">2014</xref>)</td>
<td valign="top" align="char" char=".">165.2</td>
<td valign="top" align="left">BPCA</td>
<td valign="top" align="char" char=".">5.8</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Systems are ordered by watershed/basin size. Note the similarities of LogK<sub>d</sub> values of high and low-T PyC biomarkers in rivers, suggesting the export of the entire PyC continuum is linked. Data for partition coefficients is from Yunker et al. (<xref ref-type="bibr" rid="B76">1994</xref>, <xref ref-type="bibr" rid="B75">2002</xref>); Ziolkowski and Druffel (<xref ref-type="bibr" rid="B77">2010</xref>); Coppola et al. (<xref ref-type="bibr" rid="B7">2014</xref>); Wagner et al. (<xref ref-type="bibr" rid="B71">2015</xref>) and this study (Table <xref ref-type="table" rid="T1">1</xref>), and calculated using Equation (1)</italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>(A)</bold> Levoglucosan concentrations throughout the freshet hydrograph in the Yenisei River in 2014, <bold>(B)</bold> the Great Whale River in 2012.</p></caption>
<graphic xlink:href="fmars-04-00038-g0002.tif"/>
</fig>
<p>Fluxes of Py-DOC and Py-POC were calculated by scaling Py-DOC and Py-POC concentrations to discharge in each river (Figure <xref ref-type="fig" rid="F3">3</xref>). The percentage of flux in Py-DOC vs. in Py-POC was calculated by dividing the Py-POC flux calculated at a specific time point by the sum of Py-DOC and Py-POC fluxes at the same time point, multiplied by 100%(Table <xref ref-type="table" rid="T3">3</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>PyC fluxes with discharge. (A)</bold> Py-DOC fluxes with discharge Yenisei River in 2014 <bold>(B)</bold> Py-DOC fluxes with discharge Great Whale River in 2012 <bold>(C)</bold> Py-POC fluxes with discharge Yenisei River in 2014 <bold>(D)</bold> Py-POC fluxes with discharge Great Whale River in 2012.</p></caption>
<graphic xlink:href="fmars-04-00038-g0003.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p><bold>Average yearly flux estimates for Py-DOC and Py-POC, and average % PyC in the particulate phase for the Great Whale River and the Yenisei River</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>River</bold></th>
<th valign="top" align="center"><bold>Low-Temperature Py-DOC flux Gg yr<sup>&#x02212;1</sup></bold></th>
<th valign="top" align="center"><bold>Low-Temperature Py-POC flux Gg yr<sup>&#x02212;1</sup></bold></th>
<th valign="top" align="center"><bold>% PyC in particulate phase</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Yenisei River</td>
<td valign="top" align="char" char=".">29.9 &#x000B1; 5.27</td>
<td valign="top" align="char" char=".">1.4 &#x000B1; 0.25</td>
<td valign="top" align="char" char=".">4.5 &#x000B1; 2.8</td>
</tr>
<tr>
<td valign="top" align="left">Great Whale River</td>
<td valign="top" align="char" char=".">0.06 &#x000B1; 0.02</td>
<td valign="top" align="char" char=".">0.003 &#x000B1; 0.001</td>
<td valign="top" align="char" char=".">8.9 &#x000B1; 17</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Low-temperature PyC phase distribution in these systems were also compared to high-temperature PyC phase distribution in other systems (Table <xref ref-type="table" rid="T2">2</xref>), using concentrations of low- and high-temperature PyC biomarkers to calculate distribution coefficients as in Equation 1. These distribution coefficients are a reflection of the environmental distribution of PyC and, therefore, reflect all factors influencing this phase distribution, including source, association with minerals, and particle physical properties (such as surface area, porosity, number of reactive sites, etc.).</p>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Arctic River</title>
<p>Levoglucosan concentrations in the dissolved and particulate phase increase with increasing discharge (Figure <xref ref-type="fig" rid="F2">2</xref>). Particulate organic carbon (POC) in the Yenisei River was 0.08 &#x000B1; 0.02 kg OC kg<sup>&#x02212;1</sup> throughout the sampling period. Monomeric lignin phenol ratios (syringyl/vanillyl: S/V) are 0.44 &#x000B1; 0.21 in the Yenisei River (Table <xref ref-type="table" rid="T1">1</xref>), and the ratios of levoglucosan to its isomer mannosan (L/M) are 4.2 &#x000B1; 1.2 (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<p>The timing of peak export of low-temperature Py-DOC and Py-POC were decoupled in the Yenisei River throughout the freshet period (Figure <xref ref-type="fig" rid="F3">3</xref>). Low-temperature Py-DOC peaks during the rising limb of the hydrograph, while low-temperature Py-POC peaks during the recession limb for the Yenisei River (Figure <xref ref-type="fig" rid="F3">3</xref>). LogK<sub>d</sub> values, the measure of environmental phase distribution, for levoglucosan were nearly one order of magnitude lower during peak flow in the Yenisei River (Figure <xref ref-type="supplementary-material" rid="SM1">S2</xref>) than during base flow, indicating a higher proportion of total PyC in the dissolved phase during high flow regimes. LogK<sub>d</sub> values of levoglucosan are within the same range as estimated logK<sub>d</sub> values for higher temperature PyC markers (BPCA) in rivers (Table <xref ref-type="table" rid="T2">2</xref> and references therein).</p>
</sec>
<sec>
<title>Sub-Arctic River</title>
<p>POC in the Great Whale River was 0.17 &#x000B1; 0.08 kg OC kg<sup>&#x02212;1</sup> throughout the sampling period. Monomeric lignin phenol ratios S/V are 0.29 &#x000B1; 0.19 and L/M ratios are 3.2 &#x000B1; 3.7 (Table <xref ref-type="table" rid="T1">1</xref>). In the Great Whale River, the flux of levoglucosan and low-temperature Py-DOC increased with increasing discharge, while the flux of low-temperature Py-POC decreased with increasing discharge (Figures <xref ref-type="fig" rid="F2">2</xref>, <xref ref-type="fig" rid="F3">3</xref>). LogK<sub>d</sub> values decreased with increasing discharge (Figure <xref ref-type="supplementary-material" rid="SM1">S2</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec>
<title>Characterization of organic matter and pyrogenic carbon</title>
<p>Free monomeric lignin phenol ratios in both phases (syringyl/vanillyl: S/V), coupled with levoglucosan and its isomer, mannosan (L/M), are within the range of values reported for gymnosperm source inputs in charcoals, aerosols, and soils, suggesting that low-temperature PyC in the Yenisei River and the Great Whale River in both phases are influenced predominantly by gymnosperm fire fuels (Table <xref ref-type="table" rid="T1">1</xref>, source ratios from Kuo et al., <xref ref-type="bibr" rid="B40">2011a</xref>). These ratios are consistent with previously reported source reconstructions for Py-DOC in Arctic Rivers (Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>).</p>
<p>Absolute concentrations of levoglucosan in the dissolved phase are on the lower end of the range previously reported in river DOM. For the Yenisei River, concentrations in this study are 0.06 &#x000B1; 0.04 &#x003BC;g L<sup>&#x02212;1</sup> vs. 0.8 &#x000B1; 0.5 &#x003BC;g L<sup>&#x02212;1</sup> from 2004 to 2006 (Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>). Differences in the observed concentrations may be dependent on interannual variability in the mechanisms that govern export of PyC, such as hydrological flow regimes. However, further research must be done to ascertain the varying importance of the mechanisms that control PyC export to and through aquatic systems. Concentrations of levoglucosan in the particulate phase of the studied rivers are also low (Figure <xref ref-type="fig" rid="F2">2</xref>; Table <xref ref-type="table" rid="T2">2</xref>, 0.73 &#x000B1; 1.1 &#x003BC;g gdw<sup>&#x02212;1</sup>) compared to concentrations of levoglucosan in surface sediments from a river plume (1.3&#x02013;6.9 &#x003BC;g gdw<sup>&#x02212;1</sup>) of a small, mountainous stream (Hunsinger et al., <xref ref-type="bibr" rid="B28">2008</xref>). It should be noted that erosion, resuspension, and deposition of PyC along transport is particularly high in mountainous systems (Cotrufo et al., <xref ref-type="bibr" rid="B8">2016</xref>). This may affect the total amount of PyC transported in the particulate phase to estuarine systems compared to the relatively larger river systems in this study, which also have relatively smaller proportions of total carbon exported in the particulate phase.</p>
</sec>
<sec>
<title>Differences in phase distribution throughout the hydrograph</title>
<p>In watersheds that contain permafrost coverage (such as the watersheds in this study), the permafrost can act as a boundary layer, causing rapid translocation of water to river systems during spring thaw events, which influences SOM transport to rivers. The depth of the soil active layer, in which organic matter has the ability to exchange with the surface terrestrial ecosystem, though generally quite shallow in these regions, tends to vary based on location within a basin. In a subwatershed of the Yenisei River, storage of PyC is largest in areas with permafrost and shallow active layers, whereas mineral soils with thick active layer or lacking permafrost stored less PyC, suggesting increased mobility of PyC from the latter (Guggenberger et al., <xref ref-type="bibr" rid="B19">2008</xref>). The same study showed that most of the export of PyC occurs during the period of snowmelt with dominance of surface flow pointing to a strong relationship between PyC concentrations and hydrological regime. This may help to explain the observed lack of relationship between fire frequency and riverine export of dissolved black carbon (DBC as determined by BPCAs; Ding et al., <xref ref-type="bibr" rid="B11">2013</xref>, <xref ref-type="bibr" rid="B10">2014</xref>), and the strong reported relationships between DBC and hydrological cycling (Jaffe et al., <xref ref-type="bibr" rid="B29">2013</xref>), particularly in Arctic systems (Stubbins et al., <xref ref-type="bibr" rid="B69">2015</xref>).</p>
<p>Here, low-temperature Py-DOC peaks during the rising limb of the hydrograph in the Yenisei River (Figure <xref ref-type="fig" rid="F3">3A</xref>). This early peak of low-temperature Py-DOC is not mirrored in bulk DOC concentrations, which increase linearly with discharge (<italic>R</italic><sup>2</sup> &#x0003D; 0.82, <italic>p</italic> &#x0003C; 0.001; graph not shown). This apparently &#x0201C;early&#x0201D; release of Py-DOC has not been previously observed, as Py-DOC from both high and low-temperature portions of the continuum have been previously correlated to discharge and DOC in these and other systems (Jaffe et al., <xref ref-type="bibr" rid="B29">2013</xref>; Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>; Stubbins et al., <xref ref-type="bibr" rid="B69">2015</xref>). However, here we present the first dataset with targeted high resolution sampling during spring peak flow. Hence, the decoupling of Py-DOC and DOC during the rising limb may be a phenomenon not previously captured. During the rest of the hydrograph (low flow, peak flow, and the falling limb) low-temperature Py-DOC is correlated to bulk DOC (<italic>R</italic><sup>2</sup> &#x0003D; 0.63, <italic>p</italic> &#x0003C; 0.001), as has been previously observed. Therefore, further high-resolution sampling is needed to understand Py-DOC dynamics during the early part of the spring freshet period in other years to determine if the periodic decoupling of Py-DOC and DOC is systematic or only an isolated case. This decoupling of low-temperature Py-DOC and DOC in the rising limb of the hydrograph may be linked to the mobilization of a different source of Py-DOC during this period than during other flow regimes.</p>
<p>Although very little research has been done on the transport of particulate PyC from river systems, it has been suggested that transport in this phase may be of importance in recently fire-affected ecosystems (Wagner et al., <xref ref-type="bibr" rid="B71">2015</xref>), where increased surface run off (Moody et al., <xref ref-type="bibr" rid="B48">2013</xref>), soil erosion (Shakesby and Doerr, <xref ref-type="bibr" rid="B65">2006</xref>), and increases in TSS (Ryan et al., <xref ref-type="bibr" rid="B57">2011</xref>) have been observed. In the study regions, particulate carbon export is often a small proportion of the total carbon export; POC export accounts for &#x0007E;15% of the total OC flux from the pan-Arctic per year (Holmes et al., <xref ref-type="bibr" rid="B26">2012</xref>; McClelland et al., <xref ref-type="bibr" rid="B46">2016</xref>). Around 23% of the total POC export occurs during the spring freshet period in both the Great Whale River and Yenisei River (Hudon et al., <xref ref-type="bibr" rid="B27">1996</xref>; McClelland et al., <xref ref-type="bibr" rid="B46">2016</xref>), making high-resolution sampling important to capture temporal variability in the Py-POC flux. As previous work estimates that Py-POC export in Arctic Rivers is between 3 and 9% of total POC fluxes (Elmquist et al., <xref ref-type="bibr" rid="B14">2008</xref>), transport of Py-POC may be an important portion of the total POC in Arctic Rivers. Here, we find that low-temperature Py-POC comprises 4.5 &#x000B1; 2.8% of the low-temperature PyC flux from the Yenisei River (Figure <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="T3">3</xref>). These relatively lower levels of export of low-temperature Py-POC in our systems has implications for the usage of levoglucosan to track fire activity in depositional records, as low-temperature PyC determined from levoglucosan is exported predominantly in the dissolved phase. In the Yenisei River, low-temperature Py-POC export peaks during the falling limb of the freshet hydrograph (Figure <xref ref-type="fig" rid="F3">3C</xref>), which may reflect varying sources of PyC between phases or variations in export mechanisms between the two phases. For example, the composition and bioavailability of OM exported from soils in high-latitude systems is a function of active layer depth and mineral soil association (Kawahigashi et al., <xref ref-type="bibr" rid="B33">2006</xref>). Terrestrial organic carbon (as determined by n-alkanoic acids) in the particulate phase has been found to associate with two distinct pools of soil carbon released during the spring freshet period; a young pool dominated by humics and an old pool with a mineral soil component (Vonk et al., <xref ref-type="bibr" rid="B70">2010</xref>). This observed difference in mobilization of terrestrial OC may also influence the mobilization of PyC in high-latitude systems, which in turn, affects availability for transformations during transport, as a large portion of labile materials, if associated with a mineral layer, may be protected from biodegradation during transport (Hedges et al., <xref ref-type="bibr" rid="B24">1997</xref>; Kaiser and Guggenberger, <xref ref-type="bibr" rid="B30">2000</xref>; Vonk et al., <xref ref-type="bibr" rid="B70">2010</xref>). During the freshet period, low-temperature PyC is proportionally exported more in the dissolved phase than during low-flow (Figure <xref ref-type="fig" rid="F3">3</xref>; Figure <xref ref-type="supplementary-material" rid="SM1">S2</xref>). This may be due to hydrophilic DOM, such as low-temperature PyC (chemical functionality in Figure <xref ref-type="fig" rid="F1">1</xref>), bypassing association with soils within the active layer, and directly entering the aquatic system (Kawahigashi et al., <xref ref-type="bibr" rid="B33">2006</xref>) during high-flow regimes. Because high-flow regimes release the largest proportion of yearly DOM and POM during a relatively short time period (Amon et al., <xref ref-type="bibr" rid="B2">2012</xref>; Holmes et al., <xref ref-type="bibr" rid="B26">2012</xref>; McClelland et al., <xref ref-type="bibr" rid="B46">2016</xref>), these flow regimes are similarly expected to contribute substantially to the overall flux of PyC from high-latitude rivers. Additionally, since PyC is predominantly released in the dissolved phase, this may allow highly functionalized and hydrophilic portions of PyC to be more accessible to <italic>in-situ</italic> microbial degradation and lead to increased riverine respiration rates during this period (Masiello and Louchouarn, <xref ref-type="bibr" rid="B45">2013</xref>).</p>
<p>In the Great Whale River, physical protection of PyC may regulate its release from soils. Only around 10% of the total DOC is released in this river system during the ice break-up period (Hudon et al., <xref ref-type="bibr" rid="B27">1996</xref>), as opposed to almost half of the DOC released from the major Arctic Rivers during the spring freshet period (Holmes et al., <xref ref-type="bibr" rid="B26">2012</xref>). This observation suggests that the timing and release of organic matter from small southern boreal watersheds are driven by different controls than those operating in the major Arctic Rivers. The flux of organic matter may be normalized in these latter systems by the size of the watersheds, whereas soil heterogeneities in smaller southern boreal watersheds may show a strong influence of soil processes. For example, in southern boreal forests, accumulation of large, long-lived stocks of PyC have been observed in mineral horizons with little to no soil profile development (Miesel et al., <xref ref-type="bibr" rid="B47">2015</xref>). The opposite has been reported in boreal forests containing mineral soils underlying thick active layers (Guggenberger et al., <xref ref-type="bibr" rid="B19">2008</xref>). The Great Whale River watershed is itself highly heterogeneous and contains a variety of soil types including discontinuous permafrost (Bhiry et al., <xref ref-type="bibr" rid="B4">2011</xref>). However, and in conjunction with high fire return intervals, the export of PyC from this watershed may be more regulated by soil processes than hydrological flow regimes, as highlighted by the lack of a clear relationship of PyC export with hydrography (Table <xref ref-type="table" rid="T3">3</xref>; Figure <xref ref-type="fig" rid="F3">3</xref>).</p>
</sec>
<sec>
<title>Implications for the entire pyrogenic carbon continuum</title>
<p>The similarity between phase distribution calculated for high-temperature PyC components (BPCA and PAHs) and low-temperature PyC (levoglucosan) suggest that low- and high-temperature PyC may be exported similarly from river systems (Table <xref ref-type="table" rid="T2">2</xref>). However, as physical weathering has been shown to be an important loss process for both high- and low-temperature charcoals, although on very different time scales (Naisse et al., <xref ref-type="bibr" rid="B50">2015</xref>), understanding the ages of these exported carbon pools is necessary before final conclusions on their similarities can be determined. Additionally, given the fact that bulk DOC and POC in Arctic River systems have vastly different ages (e.g., Go&#x000F1;i et al., <xref ref-type="bibr" rid="B17">2005</xref>; Amon et al., <xref ref-type="bibr" rid="B2">2012</xref>), we must understand the sources and ages of dissolved and particulate PyC in order to fully understand how export of Py-DOC and Py-POC might be linked both temporally and throughout the PyC continuum. For example, high-temperature PyC (as determined by the CTO-375 method; PyC range covered by the method in Figure <xref ref-type="fig" rid="F1">1</xref>) has been found to contain two distinct sources between the particulate and dissolved phases in river systems (Wang et al., <xref ref-type="bibr" rid="B72">2016</xref>), and much of this high-temperature PyC can be derived from fossil fuels (up to 33% of the DBC and around 50% of the PBC). In contrast, the sources of low-temperature PyC (derived from biomass burning) using biomarker source ratios appear to be similar in our studied rivers (S/V and L/M; suggesting gymnosperm sources in both phases). Therefore, it may become important to characterize potential variability of PyC generation during biomass burning and its effects on PyC mobilization. Isotopic approaches may help identify some of this variability (e.g., isotopic fractionation of levoglucosan occurs during atmospheric processes; Sang et al., <xref ref-type="bibr" rid="B58">2016</xref>).</p>
<p>The apparent order of magnitude increase in the ratio of Py-DOC to Py-POC for high-temperature PyC from rivers to oceans (Table <xref ref-type="table" rid="T2">2</xref>; calculated from Ziolkowski and Druffel, <xref ref-type="bibr" rid="B77">2010</xref>; Coppola et al., <xref ref-type="bibr" rid="B7">2014</xref>; Wagner et al., <xref ref-type="bibr" rid="B71">2015</xref>) suggests that Py-POC plays an increasingly important role in PyC cycling through transport from riverine to oceanic systems. This may be due to the potential degradation of dissolved PyC during transit (Stubbins et al., <xref ref-type="bibr" rid="B68">2012</xref>; Masiello and Louchouarn, <xref ref-type="bibr" rid="B45">2013</xref>; Ward et al., <xref ref-type="bibr" rid="B73">2014</xref>; Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>) and/or the importance sorption of Py-DOC to Py-POC in marine systems (Coppola et al., <xref ref-type="bibr" rid="B7">2014</xref>). Sorption processes and transfer to sediments are considered as one of the major loss processes for Py-DOC in the world&#x00027;s ocean (Coppola et al., <xref ref-type="bibr" rid="B7">2014</xref>). Py-DOC exported from Arctic Rivers could sorb to sinking particulates once it enters the Arctic Ocean. This has implications on how much Py-DOC may survive transport and end up in regions of North Atlantic Deep Water formation (Stubbins et al., <xref ref-type="bibr" rid="B69">2015</xref>), vs. what is sorbed to sinking particles and buried on the vast Arctic continental shelves. Measures of Py-POC in Arctic Ocean sediments and sinking particles (using CTO-375 method) suggest that Py-POC quickly sinks and is stored within coastal margins (Fang et al., <xref ref-type="bibr" rid="B15">2016</xref>). To understand loss terms and PyC cycling, the relative proportion of all component of the PyC continuum in the dissolved and particulate phases during transfer to and within ocean systems must be further explored.</p>
</sec>
<sec>
<title>Flux estimates from rivers for Arctic pyrogenic carbon</title>
<p>The percentage of the total PyC flux from these rivers in the particulate phase varies dramatically throughout the hydrograph. During low-flow stages (&#x0003C;2 &#x000D7; 10<sup>4</sup> m<sup>3</sup> s <sup>&#x02212;1</sup>), low-temperature Py-POC was 3.1 &#x000B1; 2.3% of the total PyC flux in the Yenisei River, while during high flow low-temperature Py-POC was 5.1 &#x000B1; 2.8% of this flux. This is much less than a calculated distribution of Py-POC in worldwide flux estimates (&#x0007E;16% of total PyC flux from rivers; Sant&#x000ED;n et al., <xref ref-type="bibr" rid="B59">2016</xref>). This is also lower than previous estimates of Py-POC fluxes from the pan-Arctic (&#x0007E;8% of total PyC flux) using pan-Arctic Py-POC flux estimates calculated using BC/POC ratios from Elmquist et al. (<xref ref-type="bibr" rid="B14">2008</xref>) and pan-Arctic POC fluxes from McClelland et al. (<xref ref-type="bibr" rid="B46">2016</xref>) and pan-Arctic Py-DOC fluxes from Stubbins et al. (<xref ref-type="bibr" rid="B69">2015</xref>). However, as our estimates measure <italic>in-situ</italic> phase distribution based on biomarker composition within rivers, they can represent a conservative estimate of the amount of Py-POC exported from the studied Arctic Rivers. Additionally, previous Py-POC flux estimates from Arctic Rivers rely on measurements of the most refractory PyC (using the CTO-375 method; see Figure <xref ref-type="fig" rid="F1">1</xref> for range of detection within the PyC continuum) in estuarine sediments to estimate <italic>in-situ</italic> Py-POC fluxes (see Elmquist et al. (<xref ref-type="bibr" rid="B14">2008</xref>) for further explanation of previous Py-POC flux calculations). As refractory PyC analytical methods (such as CTO-375 method) may overestimate PyC contribution in environmental samples (Hammes et al., <xref ref-type="bibr" rid="B20">2007</xref>), higher temperature PyC can be derived from both fossil fuel combustion and biomass burning, and the most refractory portion of the PyC continuum measured by these techniques may be more particle associated than other forms of PyC, the previously reported flux estimates may overestimate the actual distribution of PyC transported from Arctic Rivers. In environments where POC export is a proportionally important part of the TOC flux, the relative influence of Py-POC on the total export of PyC from the region may be of higher significance. For example, in the Great Whale River, total POC export accounts 18.9% of the total OC export (Hudon et al., <xref ref-type="bibr" rid="B27">1996</xref>), slightly higher than the average Arctic River system (&#x0007E;15%; Holmes et al., <xref ref-type="bibr" rid="B26">2012</xref>; McClelland et al., <xref ref-type="bibr" rid="B46">2016</xref>). In this river system, Py-POC was 8.9 &#x000B1; 17.5% of the total PyC flux (Figure <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="T3">3</xref>). The export of low-temperature PyC varied with the hydrograph (Figure <xref ref-type="fig" rid="F3">3</xref>), implying that the export of PyC in the particulate phase varies throughout the year. This is important to consider when looking at PyC in deposited sedimentary records and estimating the impact of fire on past climate, as the records of these signatures may vary with hydrographic regimes and particulate matter loadings.</p>
<p>Considering the changing fire regimes in the Arctic (Kelly et al., <xref ref-type="bibr" rid="B35">2015</xref>), the intrinsic tie of Py-DOC with discharge in the region (Myers-Pigg et al., <xref ref-type="bibr" rid="B49">2015</xref>; Stubbins et al., <xref ref-type="bibr" rid="B69">2015</xref>), and changing hydrological regimes (Wrona et al., <xref ref-type="bibr" rid="B74">2016</xref>), the transport of PyC from Arctic terrestrial to aquatic systems is likely to increase. As the Arctic Ocean continental margins have recently been suggested as an efficient location for PyC burial (Fang et al., <xref ref-type="bibr" rid="B15">2016</xref>), understanding the phase distribution of PyC during transport through rivers and estuaries is relevant for understanding overall PyC fluxes, the potential degradation of PyC during transit, and losses of PyC from the active carbon cycle through burial into sediments.</p>
</sec>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>All authors contributed to experimental design for this study. RT and AM collected and processed the samples. AM and PL interpreted the data and prepared the manuscript. All authors participated in revisions and approved the final manuscript.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This project was funded under the TOMCAR-Permafrost Marie Curie International Reintegration Grant FP7-PEOPLE-2010-RG (project reference: 277059) within the Seventh European Community Framework Programme awarded to RT (<ext-link ext-link-type="uri" xlink:href="http://www.tomcar.fr">http://www.tomcar.fr</ext-link>). Yenisei River daily discharge data was provided by the Arctic Great Rivers Observatory (NSF-1107774). Travel and living expenses were also funded thanks to GDRI Car-Wet-Sib II and INP-Toulouse SMI program.</p>
<sec>
<title>Conflict of interest statement</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>
</body>
<back>
<ack><p>We thank the Chateaubriand Fellowship Program led by the Office for Science and Technology of the Embassy of France in the United States, which provided funding for AM to spend 6 months at EcoLab in France. We thank Nikita Tananaev for his assistance while in Igarka, including sampling, coordination and use of field facilities. The Melnikov Permafrost Institute is thanked for their hospitality and support of this research. Sample collection and transport could not have been possible without the hard work of countless amazing people, including those in Toulouse at EcoLab, the team at ULISSE, Elena Fedorova, the entire Geocryology Laboratory team in Igarka, and particularly Anatolii Pimov. We thank R. Amon, K. Kaiser, and M. Norwood for helpful comments on earlier versions of this manuscript. Figure <xref ref-type="supplementary-material" rid="SM1">S1</xref> was created with assistance from M. Norwood. We also thank two reviewers for their constructive and helpful comments on this manuscript. Open access publication fees were supported in part by the Gordon and Betty Moore Foundation.</p>
</ack>
<sec sec-type="supplementary-material" id="s7">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="http://journal.frontiersin.org/article/10.3389/fmars.2017.00038/full#supplementary-material">http://journal.frontiersin.org/article/10.3389/fmars.2017.00038/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Presentation1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abiven</surname> <given-names>S.</given-names></name> <name><surname>Hengartner</surname> <given-names>P.</given-names></name> <name><surname>Schneider</surname> <given-names>M. P. W.</given-names></name> <name><surname>Singh</surname> <given-names>N.</given-names></name> <name><surname>Schmidt</surname> <given-names>M. W. I.</given-names></name></person-group> (<year>2011</year>). <article-title>Pyrogenic carbon soluble fraction is larger and more aromatic in aged charcoal than in fresh charcoal</article-title>. <source>Soil Biol. Biochem.</source> <volume>43</volume>, <fpage>1615</fpage>&#x02013;<lpage>1617</lpage>. <pub-id pub-id-type="doi">10.1016/j.soilbio.2011.03.027</pub-id></citation>
</ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amon</surname> <given-names>R. M. W.</given-names></name> <name><surname>Rinehart</surname> <given-names>A. J.</given-names></name> <name><surname>Duan</surname> <given-names>S.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Prokushkin</surname> <given-names>A.</given-names></name> <name><surname>Guggenberger</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Dissolved organic matter sources in large Arctic Rivers</article-title>. <source>Geochim. Cosmochim. Acta</source> <volume>94</volume>, <fpage>217</fpage>&#x02013;<lpage>237</lpage>. <pub-id pub-id-type="doi">10.1016/j.gca.2012.07.015</pub-id></citation>
</ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ascough</surname> <given-names>P.</given-names></name> <name><surname>Bird</surname> <given-names>M.</given-names></name> <name><surname>Francis</surname> <given-names>S.</given-names></name> <name><surname>Thornton</surname> <given-names>B.</given-names></name> <name><surname>Midwood</surname> <given-names>A.</given-names></name> <name><surname>Scott</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Variability in oxidative degradation of charcoal: influence of production conditions and environmental exposure</article-title>. <source>Geochim. Cosmochim. Acta</source> <volume>75</volume>, <fpage>2361</fpage>&#x02013;<lpage>2378</lpage>. <pub-id pub-id-type="doi">10.1016/j.gca.2011.02.002</pub-id></citation>
</ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhiry</surname> <given-names>N.</given-names></name> <name><surname>Delwaide</surname> <given-names>A.</given-names></name> <name><surname>Allard</surname> <given-names>M.</given-names></name> <name><surname>B&#x000E9;gin</surname> <given-names>Y.</given-names></name> <name><surname>Filion</surname> <given-names>L.</given-names></name> <name><surname>Lavoie</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Environmental change in the great whale river region, Hudson Bay: five decades of multidisciplinary research by Centre d&#x00027;&#x000E9;tudes Nordiques (CEN)</article-title>. <source>Ecoscience</source> <volume>18</volume>, <fpage>182</fpage>&#x02013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.2980/18-3-3469</pub-id></citation>
</ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brandes</surname> <given-names>J. A.</given-names></name> <name><surname>Cody</surname> <given-names>G. D.</given-names></name> <name><surname>Rumble</surname> <given-names>D.</given-names></name> <name><surname>Haberstroh</surname> <given-names>P.</given-names></name> <name><surname>Wirick</surname> <given-names>S.</given-names></name> <name><surname>Gelinas</surname> <given-names>Y.</given-names></name></person-group> (<year>2008</year>). <article-title>Carbon K-edge XANES spectromicroscopy of natural graphite</article-title>. <source>Carbon</source> <volume>46</volume>, <fpage>1424</fpage>&#x02013;<lpage>1434</lpage>. <pub-id pub-id-type="doi">10.1016/j.carbon.2008.06.020</pub-id></citation>
</ref>
<ref id="B6">
<citation citation-type="book"><person-group person-group-type="author"><collab>Canadian Forest Service</collab></person-group> (<year>2016</year>). <source>National Fire Database &#x02014; Agency Fire Data.</source> <publisher-name>Natural Resources Canada, Canadian Forest Service, Northern Forestry Centre</publisher-name>, <publisher-loc>Edmonton, AB</publisher-loc>. Available online at: <ext-link ext-link-type="uri" xlink:href="http://cwfis.cfs.nrcan.gc.ca/ha/nfdb">http://cwfis.cfs.nrcan.gc.ca/ha/nfdb</ext-link></citation>
</ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coppola</surname> <given-names>A. I.</given-names></name> <name><surname>Ziolkowski</surname> <given-names>L. A.</given-names></name> <name><surname>Masiello</surname> <given-names>C. A.</given-names></name> <name><surname>Druffel</surname> <given-names>E. R. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Aged black carbon in marine sediments and sinking particles</article-title>. <source>Geophys. Res. Lett.</source> <volume>41</volume>, <fpage>2427</fpage>&#x02013;<lpage>2433</lpage>. <pub-id pub-id-type="doi">10.1002/2013GL059068</pub-id></citation>
</ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cotrufo</surname> <given-names>M. F.</given-names></name> <name><surname>Boot</surname> <given-names>C. M.</given-names></name> <name><surname>Kampf</surname> <given-names>S.</given-names></name> <name><surname>Nelson</surname> <given-names>P. A.</given-names></name> <name><surname>Brogan</surname> <given-names>D. J.</given-names></name> <name><surname>Covino</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Redistribution of pyrogenic carbon from hillslopes to stream corridors following a large montane wildfire</article-title>. <source>Global Biogeochem. Cycles</source> <volume>30</volume>, <fpage>1348</fpage>&#x02013;<lpage>1355</lpage>. <pub-id pub-id-type="doi">10.1002/2016GB005467</pub-id></citation>
</ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Czimczik</surname> <given-names>C. I.</given-names></name> <name><surname>Masiello</surname> <given-names>C. A.</given-names></name></person-group> (<year>2007</year>). <article-title>Controls on black carbon storage in soils</article-title>. <source>Global Biogeochem. Cycles</source> <volume>21</volume>:<fpage>GB3005</fpage>. <pub-id pub-id-type="doi">10.1029/2006GB002798</pub-id></citation>
</ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname> <given-names>Y.</given-names></name> <name><surname>Watanabe</surname> <given-names>A.</given-names></name> <name><surname>Jaff&#x000E9;</surname> <given-names>R.</given-names></name></person-group> (<year>2014</year>). <article-title>Dissolved black nitrogen (DBN) in freshwater environments</article-title>. <source>Org. Geochem.</source> <volume>68</volume>, <fpage>1</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2013.12.009</pub-id></citation>
</ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname> <given-names>Y.</given-names></name> <name><surname>Yamashita</surname> <given-names>Y.</given-names></name> <name><surname>Dodds</surname> <given-names>W. K.</given-names></name> <name><surname>Jaff&#x000E9;</surname> <given-names>R.</given-names></name></person-group> (<year>2013</year>). <article-title>Dissolved black carbon in grassland streams: is there an effect of recent fire history?</article-title> <source>Chemosphere</source> <volume>90</volume>, <fpage>2557</fpage>&#x02013;<lpage>2562</lpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2012.10.098</pub-id><pub-id pub-id-type="pmid">23219080</pub-id></citation>
</ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dittmar</surname> <given-names>T.</given-names></name> <name><surname>de Rezende</surname> <given-names>C. E.</given-names></name> <name><surname>Manecki</surname> <given-names>M.</given-names></name> <name><surname>Niggemann</surname> <given-names>J.</given-names></name> <name><surname>Ovalle</surname> <given-names>A. R. C.</given-names></name> <name><surname>Stubbins</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Continuous flux of dissolved black carbon from a vanished tropical forest biome</article-title>. <source>Nat. Geosci.</source> <volume>5</volume>, <fpage>618</fpage>&#x02013;<lpage>622</lpage>. <pub-id pub-id-type="doi">10.1038/ngeo1541</pub-id></citation>
</ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elias</surname> <given-names>V. O.</given-names></name> <name><surname>Simoneit</surname> <given-names>B. R. T.</given-names></name> <name><surname>Cordeiro</surname> <given-names>R. C.</given-names></name> <name><surname>Turcq</surname> <given-names>B.</given-names></name></person-group> (<year>2001</year>). <article-title>Evaluating levoglucosan as an indicator of biomass burning in Carajas, Amazonia: a comparison to the charcoal record</article-title>. <source>Geochim. Cosmochim. Acta</source> <volume>65</volume>, <fpage>267</fpage>&#x02013;<lpage>272</lpage>. <pub-id pub-id-type="doi">10.1016/S0016-7037(00)00522-6</pub-id></citation>
</ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elmquist</surname> <given-names>M.</given-names></name> <name><surname>Semiletov</surname> <given-names>I.</given-names></name> <name><surname>Guo</surname> <given-names>L.</given-names></name> <name><surname>Gustafsson</surname> <given-names>&#x000D6;.</given-names></name></person-group> (<year>2008</year>). <article-title>Pan-Arctic patterns in black carbon sources and fluvial discharges deduced from radiocarbon and PAH source apportionment markers in estuarine surface sediments</article-title>. <source>Global Biogeochem. Cycles</source> <volume>22</volume>:<fpage>GB2018</fpage>. <pub-id pub-id-type="doi">10.1029/2007GB002994</pub-id></citation>
</ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fang</surname> <given-names>Z.</given-names></name> <name><surname>Yang</surname> <given-names>W.</given-names></name> <name><surname>Chen</surname> <given-names>M.</given-names></name> <name><surname>Zheng</surname> <given-names>M.</given-names></name> <name><surname>Hu</surname> <given-names>W.</given-names></name></person-group> (<year>2016</year>). <article-title>Abundance and sinking of particulate black carbon in the western Arctic and Subarctic Oceans</article-title>. <source>Sci. Rep.</source> <volume>6</volume>:<fpage>29959</fpage>. <pub-id pub-id-type="doi">10.1038/srep29959</pub-id><pub-id pub-id-type="pmid">27417410</pub-id></citation>
</ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname> <given-names>X.</given-names></name> <name><surname>Norwood</surname> <given-names>M.</given-names></name> <name><surname>Frederick</surname> <given-names>C.</given-names></name> <name><surname>McKee</surname> <given-names>A.</given-names></name> <name><surname>Masiello</surname> <given-names>C. A.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name></person-group> (<year>2016</year>). <article-title>Organic geochemical approaches to identifying formation processes for middens and charcoal-rich features</article-title>. <source>Org. Geochem.</source> <volume>94</volume>, <fpage>1</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2016.01.007</pub-id></citation>
</ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Go&#x000F1;i</surname> <given-names>M. A.</given-names></name> <name><surname>Yunker</surname> <given-names>M. B.</given-names></name> <name><surname>Macdonald</surname> <given-names>R. W.</given-names></name> <name><surname>Eglinton</surname> <given-names>T. I.</given-names></name></person-group> (<year>2005</year>). <article-title>The supply and preservation of ancient and modern components of organic carbon in the Canadian Beaufort Shelf of the Arctic Ocean</article-title>. <source>Mar. Chem.</source> <volume>93</volume>, <fpage>53</fpage>&#x02013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1016/j.marchem.2004.08.001</pub-id></citation>
</ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>G&#x000FC;ere&#x000F1;a</surname> <given-names>D. T.</given-names></name> <name><surname>Lehmann</surname> <given-names>J.</given-names></name> <name><surname>Walter</surname> <given-names>T.</given-names></name> <name><surname>Enders</surname> <given-names>A.</given-names></name> <name><surname>Neufeldt</surname> <given-names>H.</given-names></name> <name><surname>Odiwour</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Terrestrial pyrogenic carbon export to fluvial ecosystems: lessons learned from the white Nile watershed of East Africa</article-title>. <source>Global Biogeochem. Cycles</source> <volume>29</volume>, <fpage>1911</fpage>&#x02013;<lpage>1928</lpage>. <pub-id pub-id-type="doi">10.1002/2015GB005095</pub-id></citation>
</ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guggenberger</surname> <given-names>G.</given-names></name> <name><surname>Rodionov</surname> <given-names>A.</given-names></name> <name><surname>Shibistova</surname> <given-names>O.</given-names></name> <name><surname>Grabe</surname> <given-names>M.</given-names></name> <name><surname>Kasansky</surname> <given-names>O. A.</given-names></name> <name><surname>Fuchs</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Storage and mobility of black carbon in permafrost soils of the forest tundra ecotone in Northern Siberia</article-title>. <source>Glob. Chang. Biol.</source> <volume>14</volume>, <fpage>1367</fpage>&#x02013;<lpage>1381</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2486.2008.01568.x</pub-id></citation>
</ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hammes</surname> <given-names>K.</given-names></name> <name><surname>Schmidt</surname> <given-names>M. W. I.</given-names></name> <name><surname>Smernik</surname> <given-names>R. J.</given-names></name> <name><surname>Currie</surname> <given-names>L. A.</given-names></name> <name><surname>Ball</surname> <given-names>W. P.</given-names></name> <name><surname>Nguyen</surname> <given-names>T. H.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Comparison of quantification methods to measure fire-derived (black/elemental) carbon in soils and sediments using reference materials from soil, water, sediment and the atmosphere</article-title>. <source>Global Biogeochem. Cycles</source> <volume>21</volume>:<fpage>GB3016</fpage>. <pub-id pub-id-type="doi">10.1029/2006GB002914</pub-id></citation>
</ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hammes</surname> <given-names>K.</given-names></name> <name><surname>Torn</surname> <given-names>M. S.</given-names></name> <name><surname>Lapenas</surname> <given-names>A. G.</given-names></name> <name><surname>Schmidt</surname> <given-names>M. W. I.</given-names></name></person-group> (<year>2008</year>). <article-title>Centennial black carbon turnover observed in a Russian steppe soil</article-title>. <source>Biogeosciences</source> <volume>5</volume>, <fpage>1339</fpage>&#x02013;<lpage>1350</lpage>. <pub-id pub-id-type="doi">10.5194/bg-5-1339-2008</pub-id></citation>
</ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hansen</surname> <given-names>M. C.</given-names></name> <name><surname>Potapov</surname> <given-names>P. V.</given-names></name> <name><surname>Moore</surname> <given-names>R.</given-names></name> <name><surname>Hancher</surname> <given-names>M.</given-names></name> <name><surname>Turubanova</surname> <given-names>S. A.</given-names></name> <name><surname>Tyukavina</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>High-resolution global maps of 21st-century forest cover change</article-title>. <source>Science</source> <volume>342</volume>, <fpage>850</fpage>&#x02013;<lpage>853</lpage>. <pub-id pub-id-type="doi">10.1126/science.1244693</pub-id><pub-id pub-id-type="pmid">24233722</pub-id></citation>
</ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harvey</surname> <given-names>O. R.</given-names></name> <name><surname>Kuo</surname> <given-names>L. J.</given-names></name> <name><surname>Zimmerman</surname> <given-names>A. R.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Amonette</surname> <given-names>J. E.</given-names></name> <name><surname>Herbert</surname> <given-names>B. E.</given-names></name></person-group> (<year>2012</year>). <article-title>An index-based approach to assessing recalcitrance and soil carbon sequestration potential of engineered black carbons (biochars)</article-title>. <source>Environ. Sci. Technol.</source> <volume>46</volume>, <fpage>1415</fpage>&#x02013;<lpage>1421</lpage>. <pub-id pub-id-type="doi">10.1021/es2040398</pub-id><pub-id pub-id-type="pmid">22242866</pub-id></citation>
</ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hedges</surname> <given-names>J. I.</given-names></name> <name><surname>Keil</surname> <given-names>R. G.</given-names></name> <name><surname>Benner</surname> <given-names>R.</given-names></name></person-group> (<year>1997</year>). <article-title>What happens to terrestrial organic matter in the ocean?</article-title> <source>Org. Geochem.</source> <volume>25</volume>, <fpage>195</fpage>&#x02013;<lpage>212</lpage>. <pub-id pub-id-type="doi">10.1016/S0146-6380(97)00066-1</pub-id></citation>
</ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hockaday</surname> <given-names>W. C.</given-names></name> <name><surname>Grannas</surname> <given-names>A. M.</given-names></name> <name><surname>Kim</surname> <given-names>S.</given-names></name> <name><surname>Hatcher</surname> <given-names>P. G.</given-names></name></person-group> (<year>2007</year>). <article-title>The transformation and mobility of charcoal in a fire-impacted watershed</article-title>. <source>Geochim. Cosmochim. Acta</source> <volume>71</volume>, <fpage>3432</fpage>&#x02013;<lpage>3445</lpage>. <pub-id pub-id-type="doi">10.1016/j.gca.2007.02.023</pub-id></citation>
</ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holmes</surname> <given-names>R. M.</given-names></name> <name><surname>McClelland</surname> <given-names>J. W.</given-names></name> <name><surname>Peterson</surname> <given-names>B. J.</given-names></name> <name><surname>Tank</surname> <given-names>S. E.</given-names></name> <name><surname>Bulygina</surname> <given-names>E.</given-names></name> <name><surname>Eglinton</surname> <given-names>T. I.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Seasonal and annual fluxes of nutrients and organic matter from large rivers to the Arctic ocean and surrounding seas</article-title>. <source>Estuaries Coasts</source> <volume>35</volume>, <fpage>369</fpage>&#x02013;<lpage>382</lpage>. <pub-id pub-id-type="doi">10.1007/s12237-011-9386-6</pub-id></citation>
</ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hudon</surname> <given-names>C.</given-names></name> <name><surname>Morin</surname> <given-names>R.</given-names></name> <name><surname>Bunch</surname> <given-names>J.</given-names></name> <name><surname>Harland</surname> <given-names>R.</given-names></name></person-group> (<year>1996</year>). <article-title>Carbon and nutrient output from the great Whale river (Hudson Bay) and a comparison with other rivers around Quebec</article-title>. <source>Can. J. Fish. Aquat. Sci.</source> <volume>53</volume>, <fpage>1513</fpage>&#x02013;<lpage>1525</lpage>. <pub-id pub-id-type="doi">10.1139/f96-080</pub-id></citation>
</ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hunsinger</surname> <given-names>G. B.</given-names></name> <name><surname>Mitra</surname> <given-names>S.</given-names></name> <name><surname>Warrick</surname> <given-names>J. A.</given-names></name> <name><surname>Alexander</surname> <given-names>C. R.</given-names></name></person-group> (<year>2008</year>). <article-title>Oceanic loading of wildfire-derived organic compounds from a small mountainous river</article-title>. <source>J. Geophys. Res. Biogeosci</source>. <volume>113</volume>:<fpage>G02007</fpage>. <pub-id pub-id-type="doi">10.1029/2007JG000476</pub-id></citation>
</ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jaffe</surname> <given-names>R.</given-names></name> <name><surname>Ding</surname> <given-names>Y.</given-names></name> <name><surname>Niggemann</surname> <given-names>J.</given-names></name> <name><surname>Vahatalo</surname> <given-names>A. V.</given-names></name> <name><surname>Stubbins</surname> <given-names>A.</given-names></name> <name><surname>Spencer</surname> <given-names>R. G.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Global charcoal mobilization from soils via dissolution and riverine transport to the oceans</article-title>. <source>Science</source> <volume>340</volume>, <fpage>345</fpage>&#x02013;<lpage>347</lpage>. <pub-id pub-id-type="doi">10.1126/science.1231476</pub-id><pub-id pub-id-type="pmid">23599492</pub-id></citation>
</ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaiser</surname> <given-names>K.</given-names></name> <name><surname>Guggenberger</surname> <given-names>G.</given-names></name></person-group> (<year>2000</year>). <article-title>The role of DOM sorption to mineral surfaces in the preservation of organic matter in soils</article-title>. <source>Org. Geochem.</source> <volume>31</volume>, <fpage>711</fpage>&#x02013;<lpage>725</lpage>. <pub-id pub-id-type="doi">10.1016/S0146-6380(00)00046-2</pub-id></citation>
</ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kasischke</surname> <given-names>E. S.</given-names></name> <name><surname>Christensen</surname> <given-names>N. L.</given-names></name> <name><surname>Stocks</surname> <given-names>B. J.</given-names></name></person-group> (<year>1995</year>). <article-title>Fire, global warming and the carbon balance of boreal forests</article-title>. <source>Ecol. Appl.</source> <volume>5</volume>, <fpage>437</fpage>&#x02013;<lpage>451</lpage>. <pub-id pub-id-type="doi">10.2307/1942034</pub-id></citation>
</ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kawahigashi</surname> <given-names>M.</given-names></name> <name><surname>Kaiser</surname> <given-names>K.</given-names></name> <name><surname>Kalbitz</surname> <given-names>K.</given-names></name> <name><surname>Rodionov</surname> <given-names>A.</given-names></name> <name><surname>Guggenberger</surname> <given-names>G.</given-names></name></person-group> (<year>2004</year>). <article-title>Dissolved organic matter in small streams along a gradient from discontinuous to continuous permafrost</article-title>. <source>Glob. Chang. Biol.</source> <volume>10</volume>, <fpage>1576</fpage>&#x02013;<lpage>1586</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2486.2004.00827.x</pub-id></citation>
</ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kawahigashi</surname> <given-names>M.</given-names></name> <name><surname>Kaiser</surname> <given-names>K.</given-names></name> <name><surname>Rodionov</surname> <given-names>A.</given-names></name> <name><surname>Guggenberger</surname> <given-names>G.</given-names></name></person-group> (<year>2006</year>). <article-title>Sorption of dissolved organic matter by mineral soils of the Siberian forest tundra</article-title>. <source>Glob. Chang. Biol.</source> <volume>12</volume>, <fpage>1868</fpage>&#x02013;<lpage>1877</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2486.2006.01203.x</pub-id></citation>
</ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Keiluweit</surname> <given-names>M.</given-names></name> <name><surname>Nico</surname> <given-names>P. S.</given-names></name> <name><surname>Johnson</surname> <given-names>M. G.</given-names></name> <name><surname>Kleber</surname> <given-names>M.</given-names></name></person-group> (<year>2010</year>). <article-title>Dynamic molecular structure of plant biomass-derived black carbon (biochar)</article-title>. <source>Environ. Sci. Technol.</source> <volume>44</volume>, <fpage>1247</fpage>&#x02013;<lpage>1253</lpage>. <pub-id pub-id-type="doi">10.1021/es9031419</pub-id><pub-id pub-id-type="pmid">20099810</pub-id></citation>
</ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelly</surname> <given-names>R.</given-names></name> <name><surname>Genet</surname> <given-names>H.</given-names></name> <name><surname>McGuire</surname> <given-names>A. D.</given-names></name> <name><surname>Hu</surname> <given-names>F. S.</given-names></name></person-group> (<year>2015</year>). <article-title>Palaeodata-informed modelling of large carbon losses from recent burning of boreal forests</article-title>. <source>Nat. Clim. Chang.</source> <volume>6</volume>, <fpage>79</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1038/nclimate2832</pub-id></citation>
</ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kirchgeorg</surname> <given-names>T.</given-names></name> <name><surname>Schupbach</surname> <given-names>S.</given-names></name> <name><surname>Kehrwald</surname> <given-names>N.</given-names></name> <name><surname>McWethy</surname> <given-names>D. B.</given-names></name> <name><surname>Barbante</surname> <given-names>C.</given-names></name></person-group> (<year>2014</year>). <article-title>Method for the determination of specific molecular markers of biomass burning in lake sediments</article-title>. <source>Org. Geochem.</source> <volume>71</volume>, <fpage>1</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2014.02.014</pub-id></citation>
</ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Knicker</surname> <given-names>H.</given-names></name></person-group> (<year>2011</year>). <article-title>Pyrogenic organic matter in soil: its origin and occurrence, its chemistry and survival in soil environments</article-title>. <source>Quaternary Int.</source> <volume>243</volume>, <fpage>251</fpage>&#x02013;<lpage>263</lpage>. <pub-id pub-id-type="doi">10.1016/j.quaint.2011.02.037</pub-id></citation>
</ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuo</surname> <given-names>L.-J.</given-names></name> <name><surname>Herbert</surname> <given-names>B. E.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name></person-group> (<year>2008a</year>). <article-title>Can levoglucosan be used to characterize and quantify char/charcoal black carbon in environmental media?</article-title> <source>Org. Geochem.</source> <volume>39</volume>, <fpage>1466</fpage>&#x02013;<lpage>1478</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2008.04.026</pub-id></citation>
</ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuo</surname> <given-names>L.-J.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Herbert</surname> <given-names>B. E.</given-names></name></person-group> (<year>2008b</year>). <article-title>Fate of CuO-derived lignin oxidation products during plant combustion: application to the evaluation of char input to soil organic matter</article-title>. <source>Org. Geochem.</source> <volume>39</volume>, <fpage>1522</fpage>&#x02013;<lpage>1536</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2008.07.011</pub-id></citation>
</ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuo</surname> <given-names>L.-J.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Herbert</surname> <given-names>B. E.</given-names></name></person-group> (<year>2011a</year>). <article-title>Influence of combustion conditions on yields of solvent-extractable anhydrosugars and lignin phenols in chars: implications for characterizations of biomass combustion residues</article-title>. <source>Chemosphere</source> <volume>85</volume>, <fpage>797</fpage>&#x02013;<lpage>805</lpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2011.06.074</pub-id><pub-id pub-id-type="pmid">21762951</pub-id></citation>
</ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuo</surname> <given-names>L.-J.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Herbert</surname> <given-names>B. E.</given-names></name> <name><surname>Brandenberger</surname> <given-names>J. M.</given-names></name> <name><surname>Wade</surname> <given-names>T. L.</given-names></name> <name><surname>Crecelius</surname> <given-names>E.</given-names></name></person-group> (<year>2011b</year>). <article-title>Combustion-derived substances in deep basins of Puget Sound: historical inputs from fossil fuel and biomass combustion</article-title>. <source>Environ. Pollut.</source> <volume>159</volume>, <fpage>983</fpage>&#x02013;<lpage>990</lpage>. <pub-id pub-id-type="doi">10.1016/j.envpol.2010.12.012</pub-id><pub-id pub-id-type="pmid">21236534</pub-id></citation>
</ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lakshmanan</surname> <given-names>C. M.</given-names></name> <name><surname>Gal-Or</surname> <given-names>B.</given-names></name> <name><surname>Hoelsche</surname> <given-names>H. E.</given-names></name></person-group> (<year>1970</year>). <article-title>Production of levoglucosan by pyrolysis of carbohydrates</article-title>. <source>Die St&#x000E4;rke</source> <volume>22</volume>, <fpage>221</fpage>&#x02013;<lpage>227</lpage>. <pub-id pub-id-type="doi">10.1002/star.19700220703</pub-id></citation>
</ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Kuo</surname> <given-names>L.-J.</given-names></name> <name><surname>Wade</surname> <given-names>T. L.</given-names></name> <name><surname>Schantz</surname> <given-names>M.</given-names></name></person-group> (<year>2009</year>). <article-title>Determination of levoglucosan and its isomers in size fractions of aerosol standard reference materials</article-title>. <source>Atmos. Environ.</source> <volume>43</volume>, <fpage>5630</fpage>&#x02013;<lpage>5636</lpage>. <pub-id pub-id-type="doi">10.1016/j.atmosenv.2009.07.040</pub-id></citation>
</ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Masiello</surname> <given-names>C. A.</given-names></name></person-group> (<year>2004</year>). <article-title>New directions in black carbon organic geochemistry</article-title>. <source>Mar. Chem.</source> <volume>92</volume>, <fpage>201</fpage>&#x02013;<lpage>213</lpage>. <pub-id pub-id-type="doi">10.1016/j.marchem.2004.06.043</pub-id></citation>
</ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Masiello</surname> <given-names>C. A.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name></person-group> (<year>2013</year>). <article-title>Ecology. fire in the ocean</article-title>. <source>Science</source> <volume>340</volume>, <fpage>287</fpage>&#x02013;<lpage>288</lpage>. <pub-id pub-id-type="doi">10.1126/science.1237688</pub-id><pub-id pub-id-type="pmid">23599474</pub-id></citation>
</ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McClelland</surname> <given-names>J. W.</given-names></name> <name><surname>Holmes</surname> <given-names>R. M.</given-names></name> <name><surname>Peterson</surname> <given-names>B. J.</given-names></name> <name><surname>Raymond</surname> <given-names>P. A.</given-names></name> <name><surname>Striegl</surname> <given-names>R. G.</given-names></name> <name><surname>Zhulidov</surname> <given-names>A. V.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Particulate organic carbon and nitrogen export from major Arctic Rivers</article-title>. <source>Global Biogeochem. Cycles</source> <volume>30</volume>, <fpage>629</fpage>&#x02013;<lpage>643</lpage>. <pub-id pub-id-type="doi">10.1002/2015GB005351</pub-id></citation>
</ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miesel</surname> <given-names>J. R.</given-names></name> <name><surname>Hockaday</surname> <given-names>W. C.</given-names></name> <name><surname>Kolka</surname> <given-names>R. K.</given-names></name> <name><surname>Townsend</surname> <given-names>P. A.</given-names></name></person-group> (<year>2015</year>). <article-title>Soil organic matter composition and quality across fire severity gradients in coniferous and deciduous forests of the southern boreal region</article-title>. <source>J. Geophys. Res. Biogeosci</source>. <volume>120</volume>, <fpage>1124</fpage>&#x02013;<lpage>1141</lpage>. <pub-id pub-id-type="doi">10.1002/2015JG002959</pub-id></citation>
</ref>
<ref id="B48">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moody</surname> <given-names>J. A.</given-names></name> <name><surname>Shakesby</surname> <given-names>R. A.</given-names></name> <name><surname>Robichaud</surname> <given-names>P. R.</given-names></name> <name><surname>Cannon</surname> <given-names>S. H.</given-names></name> <name><surname>Martin</surname> <given-names>D. A.</given-names></name></person-group> (<year>2013</year>). <article-title>Current research issues related to post-wildfire runoff and erosion processes</article-title>. <source>Earth Sci. Rev.</source> <volume>122</volume>, <fpage>10</fpage>&#x02013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1016/j.earscirev.2013.03.004</pub-id></citation>
</ref>
<ref id="B49">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Myers-Pigg</surname> <given-names>A. N.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Amon</surname> <given-names>R. M. W.</given-names></name> <name><surname>Prokushkin</surname> <given-names>A.</given-names></name> <name><surname>Pierce</surname> <given-names>K.</given-names></name> <name><surname>Rubtsov</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Labile pyrogenic dissolved organic carbon in major Siberian Arctic Rivers: implications for wildfire-stream metabolic linkages</article-title>. <source>Geophys. Res. Lett.</source> <volume>42</volume>, <fpage>377</fpage>&#x02013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1002/2014GL062762</pub-id></citation>
</ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Naisse</surname> <given-names>C.</given-names></name> <name><surname>Girardin</surname> <given-names>C.</given-names></name> <name><surname>Lefevre</surname> <given-names>R.</given-names></name> <name><surname>Pozzi</surname> <given-names>A.</given-names></name> <name><surname>Maas</surname> <given-names>R.</given-names></name> <name><surname>Stark</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Effect of physical weathering on the carbon sequestration potential of biochars and hydrochars in soil</article-title>. <source>GCB Bioenergy</source> <volume>7</volume>, <fpage>488</fpage>&#x02013;<lpage>496</lpage>. <pub-id pub-id-type="doi">10.1111/gcbb.12158</pub-id></citation>
</ref>
<ref id="B51">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nguyen</surname> <given-names>B. T.</given-names></name> <name><surname>Lehmann</surname> <given-names>J.</given-names></name> <name><surname>Hockaday</surname> <given-names>W. C.</given-names></name> <name><surname>Joseph</surname> <given-names>S.</given-names></name> <name><surname>Masiello</surname> <given-names>C. A.</given-names></name></person-group> (<year>2010</year>). <article-title>Temperature sensitivity of black carbon decomposition and oxidation</article-title>. <source>Environ. Sci. Technol.</source> <volume>44</volume>, <fpage>3324</fpage>&#x02013;<lpage>3331</lpage>. <pub-id pub-id-type="doi">10.1021/es903016y</pub-id><pub-id pub-id-type="pmid">20384335</pub-id></citation>
</ref>
<ref id="B52">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Norwood</surname> <given-names>M. J.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Kuo</surname> <given-names>L. J.</given-names></name> <name><surname>Harvey</surname> <given-names>O. R.</given-names></name></person-group> (<year>2013</year>). <article-title>Characterization and biodegradation of water-soluble biomakers and organic carbon extracted from low temperature chars</article-title>. <source>Org. Geochem.</source> <volume>56</volume>, <fpage>111</fpage>&#x02013;<lpage>119</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2012.12.008</pub-id></citation>
</ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ponomarev</surname> <given-names>E.</given-names></name> <name><surname>Kharuk</surname> <given-names>V.</given-names></name> <name><surname>Ranson</surname> <given-names>K.</given-names></name></person-group> (<year>2016</year>). <article-title>Wildfires dynamics in Siberian Larch forests</article-title>. <source>Forests</source> <volume>7</volume>:<fpage>125</fpage>. <pub-id pub-id-type="doi">10.3390/f7060125</pub-id></citation>
</ref>
<ref id="B54">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Preston</surname> <given-names>C. M.</given-names></name> <name><surname>Schmidt</surname> <given-names>H. W. H.</given-names></name></person-group> (<year>2006</year>). <article-title>Black (pyrogenic) carbon: a synthesis of current knowledge and uncertainties with special considerations of boreal regions</article-title>. <source>Biogeosciences</source> <volume>3</volume>, <fpage>397</fpage>&#x02013;<lpage>420</lpage>. <pub-id pub-id-type="doi">10.5194/bg-3-397-2006</pub-id></citation>
</ref>
<ref id="B55">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodionov</surname> <given-names>A.</given-names></name> <name><surname>Amelung</surname> <given-names>W.</given-names></name> <name><surname>Haumaier</surname> <given-names>L.</given-names></name> <name><surname>Urusevskaja</surname> <given-names>I.</given-names></name> <name><surname>Zech</surname> <given-names>W.</given-names></name></person-group> (<year>2006</year>). <article-title>Black carbon in the zonal steppe soils of Russia</article-title>. <source>J. Plant Nutr. Soil Sci.</source> <volume>169</volume>, <fpage>363</fpage>&#x02013;<lpage>369</lpage>. <pub-id pub-id-type="doi">10.1002/jpln.200521813</pub-id></citation>
</ref>
<ref id="B56">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Running</surname> <given-names>S. W.</given-names></name></person-group> (<year>2006</year>). <article-title>Is global warming causing more, larger wildfires</article-title>. <source>Science</source> <volume>313</volume>, <fpage>927</fpage>&#x02013;<lpage>928</lpage>. <pub-id pub-id-type="doi">10.1126/science.1130370</pub-id><pub-id pub-id-type="pmid">16825534</pub-id></citation>
</ref>
<ref id="B57">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ryan</surname> <given-names>S. E.</given-names></name> <name><surname>Dwire</surname> <given-names>K. A.</given-names></name> <name><surname>Dixon</surname> <given-names>M. K.</given-names></name></person-group> (<year>2011</year>). <article-title>Impacts of wildfire on runoff and sediment loads at little Granite Creek, western Wyoming</article-title>. <source>Geomorphology</source> <volume>129</volume>, <fpage>113</fpage>&#x02013;<lpage>130</lpage>. <pub-id pub-id-type="doi">10.1016/j.geomorph.2011.01.017</pub-id></citation>
</ref>
<ref id="B58">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sang</surname> <given-names>X. F.</given-names></name> <name><surname>Gensch</surname> <given-names>I.</given-names></name> <name><surname>Kammer</surname> <given-names>B.</given-names></name> <name><surname>Khan</surname> <given-names>A.</given-names></name> <name><surname>Kleist</surname> <given-names>E.</given-names></name> <name><surname>Laumer</surname> <given-names>W.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Chemical stability of levoglucosan: an isotopic perspective</article-title>. <source>Geophys. Res. Lett.</source> <volume>43</volume>, <fpage>5419</fpage>&#x02013;<lpage>5424</lpage>. <pub-id pub-id-type="doi">10.1002/2016GL069179</pub-id></citation>
</ref>
<ref id="B59">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sant&#x000ED;n</surname> <given-names>C.</given-names></name> <name><surname>Doerr</surname> <given-names>S. H.</given-names></name> <name><surname>Kane</surname> <given-names>E. S.</given-names></name> <name><surname>Masiello</surname> <given-names>C. A.</given-names></name> <name><surname>Ohlson</surname> <given-names>M.</given-names></name> <name><surname>de la Rosa</surname> <given-names>J. M.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Towards a global assessment of pyrogenic carbon from vegetation fires</article-title>. <source>Glob. Chang. Biol.</source> <volume>22</volume>, <fpage>76</fpage>&#x02013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1111/gcb.12985</pub-id><pub-id pub-id-type="pmid">26010729</pub-id></citation>
</ref>
<ref id="B60">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sant&#x000ED;n</surname> <given-names>C.</given-names></name> <name><surname>Doerr</surname> <given-names>S. H.</given-names></name> <name><surname>Preston</surname> <given-names>C. M.</given-names></name> <name><surname>Gonzalez-Rodriguez</surname> <given-names>G.</given-names></name></person-group> (<year>2015</year>). <article-title>Pyrogenic organic matter production from wildfires: a missing sink in the global carbon cycle</article-title>. <source>Glob. Chang. Biol.</source> <volume>21</volume>, <fpage>1621</fpage>&#x02013;<lpage>1633</lpage>. <pub-id pub-id-type="doi">10.1111/gcb.12800</pub-id><pub-id pub-id-type="pmid">25378275</pub-id></citation>
</ref>
<ref id="B61">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmidt</surname> <given-names>M. W. I.</given-names></name> <name><surname>Noack</surname> <given-names>A. G.</given-names></name></person-group> (<year>2000</year>). <article-title>Black carbon in soils and sediments: analysis, distribution, implications, and current challenges</article-title>. <source>Global Biogeochem. Cycles</source> <volume>14</volume>, <fpage>777</fpage>&#x02013;<lpage>793</lpage>. <pub-id pub-id-type="doi">10.1029/1999GB001208</pub-id></citation>
</ref>
<ref id="B62">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schneider</surname> <given-names>M. P. W.</given-names></name> <name><surname>Hilf</surname> <given-names>M.</given-names></name> <name><surname>Vogt</surname> <given-names>U. F.</given-names></name> <name><surname>Schmidt</surname> <given-names>M. W. I.</given-names></name></person-group> (<year>2010</year>). <article-title>The benzene polycarboxylic acid (BPCA) pattern of wood pyrolyzed between 200&#x000B0;C and 1000&#x000B0;C</article-title>. <source>Org. Geochem.</source> <volume>41</volume>, <fpage>1082</fpage>&#x02013;<lpage>1088</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2010.07.001</pub-id></citation>
</ref>
<ref id="B63">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schneider</surname> <given-names>M. P. W.</given-names></name> <name><surname>Smittenberg</surname> <given-names>R. H.</given-names></name> <name><surname>Dittmar</surname> <given-names>T.</given-names></name> <name><surname>Schmidt</surname> <given-names>M. W. I.</given-names></name></person-group> (<year>2011</year>). <article-title>Comparison of gas with liquid chromatography for the determination of benzenepolycarboxylic acids as molecular tracers of black carbon</article-title>. <source>Org. Geochem.</source> <volume>42</volume>, <fpage>275</fpage>&#x02013;<lpage>282</lpage>. <pub-id pub-id-type="doi">10.1016/j.orggeochem.2011.01.003</pub-id></citation>
</ref>
<ref id="B64">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Serkiz</surname> <given-names>S. M.</given-names></name> <name><surname>Perdue</surname> <given-names>E. M.</given-names></name></person-group> (<year>1990</year>). <article-title>Isolation of dissolved organic matter from the Suwannee River using reverse osmosis</article-title>. <source>Water Res.</source> <volume>24</volume>, <fpage>911</fpage>&#x02013;<lpage>916</lpage>. <pub-id pub-id-type="doi">10.1016/0043-1354(90)90142-S</pub-id></citation>
</ref>
<ref id="B65">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shakesby</surname> <given-names>R. A.</given-names></name> <name><surname>Doerr</surname> <given-names>S. H.</given-names></name></person-group> (<year>2006</year>). <article-title>Wildfire as a hydrological and geomorphological agent</article-title>. <source>Earth Sci. Rev.</source> <volume>74</volume>, <fpage>269</fpage>&#x02013;<lpage>307</lpage>. <pub-id pub-id-type="doi">10.1016/j.earscirev.2005.10.006</pub-id></citation>
</ref>
<ref id="B66">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shakya</surname> <given-names>K. M.</given-names></name> <name><surname>Louchouarn</surname> <given-names>P.</given-names></name> <name><surname>Griffin</surname> <given-names>R. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Lignin-derived phenols in Houston Aerosols: implications for natural background sources</article-title>. <source>Environ. Sci. Technol.</source> <volume>45</volume>, <fpage>8268</fpage>&#x02013;<lpage>8275</lpage>. <pub-id pub-id-type="doi">10.1021/es201668y</pub-id><pub-id pub-id-type="pmid">21877739</pub-id></citation>
</ref>
<ref id="B67">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soja</surname> <given-names>A. J.</given-names></name> <name><surname>Tchebakova</surname> <given-names>N. M.</given-names></name> <name><surname>French</surname> <given-names>N. H. F.</given-names></name> <name><surname>Flannigan</surname> <given-names>M. D.</given-names></name> <name><surname>Shugart</surname> <given-names>H. H.</given-names></name> <name><surname>Stocks</surname> <given-names>B. J.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Climate-induced boreal forest change: predictions versus current observations</article-title>. <source>Glob. Planet. Change</source> <volume>56</volume>, <fpage>274</fpage>&#x02013;<lpage>296</lpage>. <pub-id pub-id-type="doi">10.1016/j.gloplacha.2006.07.028</pub-id></citation>
</ref>
<ref id="B68">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stubbins</surname> <given-names>A.</given-names></name> <name><surname>Niggemann</surname> <given-names>J.</given-names></name> <name><surname>Dittmar</surname> <given-names>T.</given-names></name></person-group> (<year>2012</year>). <article-title>Photo-lability of deep ocean dissolved black carbon</article-title>. <source>Biogeosciences</source> <volume>9</volume>, <fpage>1661</fpage>&#x02013;<lpage>1670</lpage>. <pub-id pub-id-type="doi">10.5194/bg-9-1661-2012</pub-id></citation>
</ref>
<ref id="B69">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stubbins</surname> <given-names>A.</given-names></name> <name><surname>Spencer</surname> <given-names>R. G. M.</given-names></name> <name><surname>Mann</surname> <given-names>P. J.</given-names></name> <name><surname>Holmes</surname> <given-names>R. M.</given-names></name> <name><surname>McClelland</surname> <given-names>J. W.</given-names></name> <name><surname>Niggemann</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Utilizing colored dissolved organic matter to derive dissolved black carbon export by Arctic Rivers</article-title>. <source>Front. Earth Sci.</source> <volume>3</volume>:<fpage>63</fpage>. <pub-id pub-id-type="doi">10.3389/feart.2015.00063</pub-id></citation>
</ref>
<ref id="B70">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vonk</surname> <given-names>J. E.</given-names></name> <name><surname>van Dongen</surname> <given-names>B. E.</given-names></name> <name><surname>Gustafsson</surname> <given-names>&#x000D6;.</given-names></name></person-group> (<year>2010</year>). <article-title>Selective preservation of old organic carbon fluvially released from sub-Arctic soils</article-title>. <source>Geophys. Res. Lett.</source> <volume>37</volume>:<fpage>L11605</fpage>. <pub-id pub-id-type="doi">10.1029/2010GL042909</pub-id></citation>
</ref>
<ref id="B71">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wagner</surname> <given-names>S.</given-names></name> <name><surname>Cawley</surname> <given-names>K. M.</given-names></name> <name><surname>Rosario-Ortiz</surname> <given-names>F. L.</given-names></name> <name><surname>Jaff&#x000E9;</surname> <given-names>R.</given-names></name></person-group> (<year>2015</year>). <article-title>In-stream sources and links between particulate and dissolved black carbon following a wildfire</article-title>. <source>Biogeochemistry</source> <volume>124</volume>, <fpage>145</fpage>&#x02013;<lpage>161</lpage>. <pub-id pub-id-type="doi">10.1007/s10533-015-0088-1</pub-id></citation>
</ref>
<ref id="B72">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Xu</surname> <given-names>C.</given-names></name> <name><surname>Druffel</surname> <given-names>E. M.</given-names></name> <name><surname>Xue</surname> <given-names>Y.</given-names></name> <name><surname>Qi</surname> <given-names>Y.</given-names></name></person-group> (<year>2016</year>). <article-title>Two black carbon pools transported by the Changjiang and Huanghe Rivers in China</article-title>. <source>Global Biogeochem. Cycles</source> <volume>30</volume>, <fpage>1778</fpage>&#x02013;<lpage>1790</lpage>. <pub-id pub-id-type="doi">10.1002/2016GB005509</pub-id></citation>
</ref>
<ref id="B73">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ward</surname> <given-names>C. P.</given-names></name> <name><surname>Sleighter</surname> <given-names>R. L.</given-names></name> <name><surname>Hatcher</surname> <given-names>P. G.</given-names></name> <name><surname>Cory</surname> <given-names>R. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Insights into the complete and partial photooxidation of black carbon in surface waters</article-title>. <source>Environ. Sci. Process. Impacts</source> <volume>16</volume>, <fpage>721</fpage>&#x02013;<lpage>731</lpage>. <pub-id pub-id-type="doi">10.1039/C3EM00597F</pub-id><pub-id pub-id-type="pmid">24522748</pub-id></citation>
</ref>
<ref id="B74">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wrona</surname> <given-names>F. J.</given-names></name> <name><surname>Johansson</surname> <given-names>M.</given-names></name> <name><surname>Culp</surname> <given-names>J. M.</given-names></name> <name><surname>Jenkins</surname> <given-names>A.</given-names></name> <name><surname>M&#x000E5;rd</surname> <given-names>J.</given-names></name> <name><surname>Myers-Smith</surname> <given-names>I. H.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Transitions in Arctic ecosystems: ecological implications of a changing hydrological regime</article-title>. <source>J. Geophys. Res. Biogeosci.</source> <volume>121</volume>, <fpage>650</fpage>&#x02013;<lpage>674</lpage>. <pub-id pub-id-type="doi">10.1002/2015jg003133</pub-id></citation>
</ref>
<ref id="B75">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yunker</surname> <given-names>M. B.</given-names></name> <name><surname>Backus</surname> <given-names>S. M.</given-names></name> <name><surname>Graf Pannatier</surname> <given-names>E.</given-names></name> <name><surname>Jeffries</surname> <given-names>D. S.</given-names></name> <name><surname>Macdonald</surname> <given-names>R. W.</given-names></name></person-group> (<year>2002</year>). <article-title>Sources and significance of Alkane and PAH hydrocarbons in Canadian Arctic Rivers</article-title>. <source>Estuar. Coast. Shelf Sci.</source> <volume>55</volume>, <fpage>1</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1006/ecss.2001.0880</pub-id></citation>
</ref>
<ref id="B76">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yunker</surname> <given-names>M.</given-names></name> <name><surname>Macdonald</surname> <given-names>R. W.</given-names></name> <name><surname>Whitehouse</surname> <given-names>B. G.</given-names></name></person-group> (<year>1994</year>). <article-title>Phase associations and lipid distributions in the seasonally ice-covered Arctic estuary of the Mackenzie Shelf</article-title>. <source>Org. Geochem.</source> <volume>22</volume>, <fpage>651</fpage>&#x02013;<lpage>669</lpage>. <pub-id pub-id-type="doi">10.1016/0146-6380(94)90131-7</pub-id></citation>
</ref>
<ref id="B77">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ziolkowski</surname> <given-names>L. A.</given-names></name> <name><surname>Druffel</surname> <given-names>E. R. M.</given-names></name></person-group> (<year>2010</year>). <article-title>Aged black carbon identified in marine dissolved organic carbon</article-title>. <source>Geophys. Res. Lett.</source> <volume>37</volume>:<fpage>L16601</fpage>. <pub-id pub-id-type="doi">10.1029/2010GL043963</pub-id></citation>
</ref>
</ref-list>
</back>
</article>