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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Clim.</journal-id>
<journal-title>Frontiers in Climate</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Clim.</abbrev-journal-title>
<issn pub-type="epub">2624-9553</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fclim.2021.730943</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Climate</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Siberian Ecosystems as Drivers of Cryospheric Climate Feedbacks in the Terrestrial Arctic</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Loranty</surname> <given-names>Michael M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/530549/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Alexander</surname> <given-names>Heather D.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kropp</surname> <given-names>Heather</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Talucci</surname> <given-names>Anna C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Webb</surname> <given-names>Elizabeth E.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1495293/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Geography, Colgate University</institution>, <addr-line>Hamilton, NY</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Forestry and Wildlife Sciences, Auburn University</institution>, <addr-line>Auburn, AL</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Environmental Studies Program, Hamilton College</institution>, <addr-line>Clinton, NY</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Natural Resources and Environment, University of Florida</institution>, <addr-line>Gainesville, FL</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Chris Derksen, Environment and Climate Change, Canada</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Chad Thackeray, University of California, Los Angeles, United States; Bernardo Teufel, McGill University, Canada</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Michael M. Loranty <email>mloranty&#x00040;colgate.edu</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Predictions and Projections, a section of the journal Frontiers in Climate</p></fn></author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>3</volume>
<elocation-id>730943</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Loranty, Alexander, Kropp, Talucci and Webb.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Loranty, Alexander, Kropp, Talucci and Webb</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<abstract><p>Climate warming is altering the persistence, timing, and distribution of permafrost and snow cover across the terrestrial northern hemisphere. These cryospheric changes have numerous consequences, not least of which are positive climate feedbacks associated with lowered albedo related to declining snow cover, and greenhouse gas emissions from permafrost thaw. Given the large land areas affected, these feedbacks have the potential to impact climate on a global scale. Understanding the magnitudes and rates of changes in permafrost and snow cover is therefore integral for process understanding and quantification of climate change. However, while permafrost and snow cover are largely controlled by climate, their distributions and climate impacts are influenced by numerous interrelated ecosystem processes that also respond to climate and are highly heterogeneous in space and time. In this perspective we highlight ongoing and emerging changes in ecosystem processes that mediate how permafrost and snow cover interact with climate. We focus on larch forests in northeastern Siberia, which are expansive, ecologically unique, and studied less than other Arctic and subarctic regions. Emerging fire regime changes coupled with high ground ice have the potential to foster rapid regional changes in vegetation and permafrost thaw, with important climate feedback implications.</p></abstract>
<kwd-group>
<kwd>Siberia</kwd>
<kwd>larch</kwd>
<kwd>permafrost</kwd>
<kwd>wildfire</kwd>
<kwd>snow&#x02014;vegetation interactions</kwd>
<kwd>ecosystems</kwd>
<kwd>arctic and boreal ecosystems</kwd>
<kwd>Arctic</kwd>
</kwd-group>
<contract-num rid="cn001">OPP-1708307</contract-num>
<contract-num rid="cn001">OPP-1708322</contract-num>
<contract-num rid="cn001">OPP-2100773</contract-num>
<contract-sponsor id="cn001">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="103"/>
<page-count count="9"/>
<word-count count="7345"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Amplified climate warming across the Arctic is causing widespread terrestrial cryospheric change in the form of altered snow cover dynamics and permafrost thaw, both with the potential to act as globally important climate feedbacks (Flanner et al., <xref ref-type="bibr" rid="B26">2011</xref>; Schuur et al., <xref ref-type="bibr" rid="B70">2015</xref>; Meredith et al., <xref ref-type="bibr" rid="B51">2019</xref>). Reduced albedo associated with declines in snow cover duration and increased snow masking by vegetation canopies protruding above the snowpack acts as a positive climate feedback (Bonan et al., <xref ref-type="bibr" rid="B13">1992</xref>; Chapin, <xref ref-type="bibr" rid="B18">2005</xref>). Permafrost thaw makes previously inaccessible organic carbon available for microbial decomposition and subsequent release to the atmosphere as greenhouse gases, also acting as a positive feedback to climate warming (Schuur et al., <xref ref-type="bibr" rid="B70">2015</xref>). These processes are not independent; increases in snow depth insulate permafrost soils from cold winter air temperatures, further increasing greenhouse gas efflux and the likelihood of thaw (Stieglitz et al., <xref ref-type="bibr" rid="B80">2003</xref>; Anisimov and Zimov, <xref ref-type="bibr" rid="B7">2020</xref>). Consequently, concurrent changes in snow cover and permafrost thaw across the terrestrial Arctic and subarctic will dictate the strength of terrestrial cryospheric climate feedbacks. However, quantifying these changes remains a key challenge in climate research because they are affected by spatially heterogeneous interactions between climatic, ecological, and geomorphic conditions, as well as disturbances such as fire (Loranty et al., <xref ref-type="bibr" rid="B45">2018</xref>).</p>
<p>Among ecological factors, vegetation is a key determinant of cryospheric feedback strengths because of the role it plays in surface energy partitioning (Loranty et al., <xref ref-type="bibr" rid="B45">2018</xref>). Variability in vegetation canopy cover, height, and leaf habit within and between vegetation functional types at local and regional scales drives differences in land surface albedo that are important in the context of snow-albedo-feedback magnitudes (Sturm et al., <xref ref-type="bibr" rid="B84">2005</xref>; Loranty et al., <xref ref-type="bibr" rid="B46">2014</xref>). Similarly, vegetation canopy influences on snow redistribution impact the timing and duration of melt-out (Pomeroy et al., <xref ref-type="bibr" rid="B64">2006</xref>; Marsh et al., <xref ref-type="bibr" rid="B50">2010</xref>; Sweet et al., <xref ref-type="bibr" rid="B87">2014</xref>) and soil thermal dynamics (Kropp et al., <xref ref-type="bibr" rid="B42">2020</xref>). Without snow cover, vegetation canopy shading may reduce permafrost soil temperatures, while plant water use and soil properties interact to affect ground heat flux (Blok et al., <xref ref-type="bibr" rid="B11">2010</xref>; Loranty et al., <xref ref-type="bibr" rid="B45">2018</xref>). Taken together, these processes highlight the important fact that an accurate predictive understanding of terrestrial cryospheric change across the northern hemisphere requires detailed knowledge of ongoing vegetation change. In particular, changes that involve transitions from prostrate to erect shrub growth forms, transitions in leaf habit (e.g., deciduous vs. evergreen), or substantial changes in shrub and forest canopy cover are especially important.</p>
<p>Vegetation structure and distribution are changing in direct response to warming temperatures, with the most prominent example being shrub expansion into graminoid dominated tundra ecosystems (Tape et al., <xref ref-type="bibr" rid="B90">2006</xref>; Forbes et al., <xref ref-type="bibr" rid="B27">2010</xref>; Frost and Epstein, <xref ref-type="bibr" rid="B28">2014</xref>). Here, the associated reduced albedo (Loranty et al., <xref ref-type="bibr" rid="B47">2011</xref>), snow trapping by canopies (Sturm et al., <xref ref-type="bibr" rid="B85">2001</xref>), and increased ground temperatures (Myers-Smith and Hik, <xref ref-type="bibr" rid="B56">2013</xref>; Kropp et al., <xref ref-type="bibr" rid="B42">2020</xref>) are well documented. Wildfire disturbance is also an important driver of vegetation change, with altered post-fire succession as a consequence of climate-driven fire regime shifts in boreal North America forming the primary basis of current knowledge (Johnstone et al., <xref ref-type="bibr" rid="B34">2010</xref>; Alexander and Mack, <xref ref-type="bibr" rid="B3">2016</xref>). Associated post-fire albedo recovery (Amiro et al., <xref ref-type="bibr" rid="B6">2006</xref>; Randerson et al., <xref ref-type="bibr" rid="B68">2006</xref>), albedo associated with deciduous dominance (Beck et al., <xref ref-type="bibr" rid="B9">2011</xref>), and elevated ground temperature (Fisher et al., <xref ref-type="bibr" rid="B25">2016</xref>; Way and Lapalme, <xref ref-type="bibr" rid="B98">2021</xref>) are among the key consequences. Notably, however, there has been less work focused on boreal canopy-snow interactions, and previous fire focused work occurs mostly in the discontinuous and sporadic permafrost zones where permafrost may not be present. Conspicuously absent from this emerging body of research are analyses focused on ecosystem-cryosphere interactions in the Siberian Arctic and subarctic (Metcalfe et al., <xref ref-type="bibr" rid="B52">2018</xref>), despite a unique combination of ecological and cryospheric conditions and extensive areal extent that makes it regionally important. In this perspective, we highlight and synthesize recent research and emerging evidence illustrating the potential for ecosystem processes to drive rapid and widespread cryospheric change across central and eastern Siberia, with particular focus on larch (<italic>Larix</italic> spp.) dominated forests.</p>
</sec>
<sec id="s2">
<title>The Siberian Climatic and Ecological Setting</title>
<p>Eastern Siberia is characterized by winters with extreme low air temperatures with thin to moderate snow accumulation that reaches maximum depths of 20&#x02013;100 cm between January and March (Grippa et al., <xref ref-type="bibr" rid="B29">2004</xref>; Zhong et al., <xref ref-type="bibr" rid="B103">2018</xref>; Mortimer et al., <xref ref-type="bibr" rid="B53">2020</xref>). Maximum snow depth increased throughout much of Siberia over recent decades (Bulygina et al., <xref ref-type="bibr" rid="B15">2009</xref>). Snow accumulation typically begins around October, and snow extent is largely diminished by June (Grippa et al., <xref ref-type="bibr" rid="B29">2004</xref>). The duration of total days of snow cover is decreasing in northern and central regions (Bulygina et al., <xref ref-type="bibr" rid="B15">2009</xref>; Bormann et al., <xref ref-type="bibr" rid="B14">2018</xref>) coinciding with below average May and June snow cover extent in recent decades (Mudryk et al., <xref ref-type="bibr" rid="B55">2017</xref>, <xref ref-type="bibr" rid="B54">2020</xref>). On the ecosystem and landscape scales, patterns of snow depth and timing of snowmelt can be varied, influenced by localized factors including topography, vegetation canopy characteristics, and tree density (Sturm et al., <xref ref-type="bibr" rid="B85">2001</xref>; Todt et al., <xref ref-type="bibr" rid="B92">2018</xref>).</p>
<p>Continuous permafrost occurs at subarctic latitudes (&#x0007E;60&#x000B0;N) in central and eastern Siberia, owing to the harsh continental climate. Thick, carbon and ice-rich permafrost deposits (termed Yedoma) are prevalent in Northern Siberia, particularly in lowlands and foothills (Grosse, <xref ref-type="bibr" rid="B30">2013</xref>; Strauss et al., <xref ref-type="bibr" rid="B81">2017</xref>). The high ice content (&#x0007E;80% by volume) of Yedoma deposits means they are highly vulnerable to temperature-induced permafrost degradation, and thermokarst lakes are prevalent throughout the region (Olefeldt et al., <xref ref-type="bibr" rid="B61">2016</xref>; Nitze et al., <xref ref-type="bibr" rid="B60">2018</xref>). Permafrost thaw has also been documented in the more mountainous areas of Siberia, where hill slope thermokarst features such as retrogressive thaw slumps are common (Olefeldt et al., <xref ref-type="bibr" rid="B61">2016</xref>; Nitze et al., <xref ref-type="bibr" rid="B60">2018</xref>).</p>
<p>Siberia is characterized primarily by boreal forests and wetlands with a transition to tundra ecosystems a few degrees of latitude north of the Arctic circle. Considerable landscape heterogeneity is driven by local variation in topoedaphic and hydrologic conditions (Sulla-Menashe et al., <xref ref-type="bibr" rid="B86">2011</xref>). Tundra vegetation communities are comparable to those found in North America, with similar climatic and geomorphic controls on distribution (Walker et al., <xref ref-type="bibr" rid="B94">2005</xref>). Relative to North America, the forest-tundra ecotone generally occurs further north and is more diffuse in Siberia (Ranson et al., <xref ref-type="bibr" rid="B69">2011</xref>) owing to differences in geomorphology and glacial history. Siberian boreal forests differ in several key ways from those in North America. Eastern Siberian boreal forests are dominated by larch (<italic>Larix</italic> spp.), a deciduous needle-leaf tree. Larch forests tolerate cold soil conditions, and cover more than 3 M km<sup>2</sup> with in the permafrost zone (Loranty et al., <xref ref-type="bibr" rid="B48">2016</xref>). By contrast, boreal forests in North America and western Siberia are composed of evergreen conifers and deciduous broadleaf trees and are underlain by sporadic or isolated permafrost.</p>
<p>The deciduous, needle-leaf larch (<italic>Larix</italic> spp.) forests that cover vast expanses of Siberia&#x00027;s boreal biome require periodic fire disturbances to perpetuate their long-term persistence in this region (Kharuk et al., <xref ref-type="bibr" rid="B39">2011</xref>). Fires, ignited by lightning or humans during the warm and relatively dry growing season (Kharuk et al., <xref ref-type="bibr" rid="B38">2021</xref>), occur every 80&#x02013;350 years, with fire return intervals increasing with latitude (Kharuk et al., <xref ref-type="bibr" rid="B39">2011</xref>; Berner et al., <xref ref-type="bibr" rid="B10">2012</xref>). Fires are typically surface fires (&#x0003E;90%) that creep along the forest floor, fueled by consumption of the thick soil organic layer (SOL) that accumulates during the fire free intervals (Kharuk et al., <xref ref-type="bibr" rid="B38">2021</xref>). Fire removal of the SOL exposes high-quality mineral soil seed beds that promote seed germination (Sofronov and Volokitina, <xref ref-type="bibr" rid="B77">2010</xref>; Alexander et al., <xref ref-type="bibr" rid="B5">2018</xref>). Fire also consumes shrubs and other vegetation, decreasing competition, and improving conditions for early seedling establishment (Kharuk et al., <xref ref-type="bibr" rid="B39">2011</xref>, <xref ref-type="bibr" rid="B38">2021</xref>). Without fire to prepare the seedbed and remove competition, larch recruitment is often limited to microsites provided by tip-up mounds or other small-scale disturbances (Shirota et al., <xref ref-type="bibr" rid="B73">2006</xref>).</p>
<p>Fire activity varies across Siberia, and much of what is known comes from research in western and central Siberia with a limited understanding of fire activity in eastern Siberia. Across Siberia, the area burned and the number of large fire seasons (i.e., over 50% area burned) has increased between 1995 and 2005 (Soja et al., <xref ref-type="bibr" rid="B79">2007</xref>), but the full extent of area burned is often underestimated by coarse resolution satellites (Shvidenko et al., <xref ref-type="bibr" rid="B75">2011</xref>; Berner et al., <xref ref-type="bibr" rid="B10">2012</xref>) e.g., MODIS &#x0007E;500 m; (Shvidenko et al., <xref ref-type="bibr" rid="B75">2011</xref>; Berner et al., <xref ref-type="bibr" rid="B10">2012</xref>). It is predicted that greater combustion losses and permafrost thaw during more extreme fire seasons will increase carbon emissions (Soja et al., <xref ref-type="bibr" rid="B78">2004</xref>). In northwestern Siberia, warmer and drier conditions (Soja et al., <xref ref-type="bibr" rid="B79">2007</xref>; Ponomarev et al., <xref ref-type="bibr" rid="B65">2016</xref>) as well as human activity (Sizov et al., <xref ref-type="bibr" rid="B76">2021</xref>) have contributed to increased fire activity. In northeastern Siberia fire regimes are less well understood (Berner et al., <xref ref-type="bibr" rid="B10">2012</xref>) because long-term ground-based records are limited and difficult to access (Soja et al., <xref ref-type="bibr" rid="B79">2007</xref>). Improved quantification of regional fire dynamics is crucial to identifying fire-induced vegetation shifts and altered soil conditions (Holloway et al., <xref ref-type="bibr" rid="B32">2020</xref>) that act as catalysts for permafrost degradation (Loranty et al., <xref ref-type="bibr" rid="B48">2016</xref>), and contribute further to ongoing climate feedbacks.</p>
<p>Larch forest recovery after fire requires a co-occurring suite of conditions. Fires often damage larch roots (Kharuk et al., <xref ref-type="bibr" rid="B38">2021</xref>), which are mostly restricted to the shallow, seasonally-thawed ground layer above the permafrost (Abaimov et al., <xref ref-type="bibr" rid="B2">1998</xref>). Consequently, many mature, seed-bearing larch die soon after fire, resulting in stand-replacing fires. Thus, a critical primary filter for larch forest recovery after fire is seed availability, which depends on several factors. Larch annually produce small, wind-dispersed seeds that can travel &#x0007E;100 m (Cai et al., <xref ref-type="bibr" rid="B16">2018</xref>), with masting events (large seed crops) every 3&#x02013;5 years (Abaimov, <xref ref-type="bibr" rid="B1">2010</xref>). As such, small seed crops in non-mast years can limit post-fire larch recovery despite fire&#x00027;s creation of appropriate seedbed conditions. However, if the seed crop is substantial, and fires do not propagate into the larch canopy, already ripe seeds on fire-killed trees can provide seed sources for forest recovery (Kharuk et al., <xref ref-type="bibr" rid="B38">2021</xref>). If canopy fires damage seeds, recovery depends on seeds from nearby unburned forests or islands of unburned trees. Thus, seed availability may be low within the interior of large burn patches whose size exceeds that of larch seed dispersal distances (Cai et al., <xref ref-type="bibr" rid="B17">2013</xref>), especially in low seed crop years, unless residual seed crops persist within the burn (Cai et al., <xref ref-type="bibr" rid="B16">2018</xref>). Recruitment failure may occur in areas with ice-rich yedoma permafrost where charring and vegetation removal triggers ground subsidence and pooling of water on the ground surface inhibits larch seed germination (Alexander et al., <xref ref-type="bibr" rid="B5">2018</xref>). Ultimately, low seed availability or failure to germinate after fire can result in larch recruitment failure and forest transition to alternative vegetation cover types, including shrublands and grasslands (Cai et al., <xref ref-type="bibr" rid="B17">2013</xref>, <xref ref-type="bibr" rid="B16">2018</xref>; Chu et al., <xref ref-type="bibr" rid="B20">2017</xref>).</p>
</sec>
<sec id="s3">
<title>Discussion of Emerging Ecosystem Changes With Implications for Cryospheric Climate Feedbacks</title>
<p>Vegetation cover is an important determinant of the snow albedo feedback (Thackeray et al., <xref ref-type="bibr" rid="B91">2019</xref>). As with elsewhere in the Arctic (Beck and Goetz, <xref ref-type="bibr" rid="B8">2011</xref>), tree and shrub cover are increasing across Siberia in response to rising temperatures (Frost and Epstein, <xref ref-type="bibr" rid="B28">2014</xref>; Shevtsova et al., <xref ref-type="bibr" rid="B71">2020</xref>, <xref ref-type="bibr" rid="B72">2021</xref>). The prevalence of canopy infilling in larch forests (Shevtsova et al., <xref ref-type="bibr" rid="B71">2020</xref>) combined with relatively low canopy cover (Loranty et al., <xref ref-type="bibr" rid="B46">2014</xref>) and fragmented nature of the forest-tundra ecotone (Ranson et al., <xref ref-type="bibr" rid="B69">2011</xref>) in the region create a potential for changes in forest cover over large areas. These vegetation changes will act as a positive climate feedback when increased canopy cover masks the underlying snowpack thereby reducing albedo. However, when vegetation masks snow the difference between snow-on and snow-off albedo is lower, and the strength of climate feedbacks associated with changes in the duration of seasonal snow cover is reduced (Euskirchen et al., <xref ref-type="bibr" rid="B23">2016</xref>; Potter et al., <xref ref-type="bibr" rid="B66">2020</xref>). Accurate representation of ongoing vegetation change is therefore integral to observational quantification and predictive modeling of the snow albedo feedback strength.</p>
<p>Fire is an important driver of vegetation change, and though it is common in the region, the past several years have been exceptional both in terms of total area burned, as well as the proportion of area burned above the Arctic Circle. In northeastern Siberia, the 2020 fire season alone constitutes nearly 30% of the cumulative area burned over the past two decades. During the 2019 and 2020 fire seasons the area burned in the Arctic (3.4 and 5.4 million hectares, respectively) was much greater than the average over the previous two decades (0.7 million hectares) (<xref ref-type="fig" rid="F1">Figure 1A</xref>; Talucci, in review). Additionally, recent albedo trends suggest a fire regime shift may be underway (Webb et al., <xref ref-type="bibr" rid="B100">2021</xref>). If these fire regime shifts are sustained, the potential impacts on forest cover associated with recruitment dynamics (Alexander et al., <xref ref-type="bibr" rid="B4">2012</xref>, <xref ref-type="bibr" rid="B5">2018</xref>; Paulson et al., <xref ref-type="bibr" rid="B63">2021</xref>) have important implications for cryospheric climate feedbacks. The extent to which increases in winter albedo immediately postfire (Chen et al., <xref ref-type="bibr" rid="B19">2018</xref>; Stuenzi and Schaepman-Strub, <xref ref-type="bibr" rid="B83">2020</xref>) are reversed during post-fire succession will depend on the density of forest regrowth (Talucci et al., <xref ref-type="bibr" rid="B88">2020</xref>; Paulson et al., <xref ref-type="bibr" rid="B63">2021</xref>; Walker et al., <xref ref-type="bibr" rid="B96">2021</xref>). Similarly, forest impacts on surface energy exchange exert a series of interrelated controls on permafrost and snow thermal dynamics (Loranty et al., <xref ref-type="bibr" rid="B45">2018</xref>; Stuenzi et al., <xref ref-type="bibr" rid="B82">2021</xref>). Variation in forest recovery within a single fire perimeter near Cherskiy has resulted in even-aged stands with canopy cover ranging from &#x0007E;10&#x02013;95% (Paulson et al., <xref ref-type="bibr" rid="B63">2021</xref>), and winter albedos of &#x0007E;0.3 and &#x0007E;0.7 at representative high- and low- density stands (Kropp and Loranty, <xref ref-type="bibr" rid="B40">2018</xref>; Kropp et al., <xref ref-type="bibr" rid="B41">2019</xref>). Corresponding to post-fire tree density, summer and winter soil temperatures are warmer at sites with lower tree cover (<xref ref-type="fig" rid="F1">Figure 1B</xref>) as a result of lower canopy shading and insulation from organic soils, and snow redistribution, respectively. Fire-induced vegetation change will exert strong control on albedo and permafrost climate feedbacks if this type of variation in post-fire larch regrowth becomes more common. Consequently, accurate model predictions of these cryospheric climate feedbacks requires improved observational understanding of fire impacts on vegetation-snow-permafrost interactions in the region.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Area burned <bold>(A)</bold> in eastern Siberia from 2001&#x02013;2020 derived from Landsat data using Google Earth Engine (Talucci et al., <xref ref-type="bibr" rid="B89">2021</xref>) with areas of continuous permafrost delineated in light blue. Note more area has burned (in red) in recent years above the Arctic circle (gray dashed line). Soil temperature <bold>(B)</bold> across a forest density gradient associated with post-fire regrowth within a burn perimeter near Cherskiy where H1 and H2 represent high-density stands (&#x0003E; 75% canopy cover), M1 and M2 represent medium density stands (75% &#x0003E; canopy cover &#x0003E; 25%), and L1 and L2 represent low density stands (&#x0003C;25% canopy cover) (Loranty and Alexander, <xref ref-type="bibr" rid="B44">2021</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-03-730943-g0001.tif"/>
</fig>
<p>Changes in snow cover, and snow-vegetation interactions, are likely to influence the distribution and rates of permafrost thaw. Snow is an effective insulator that decouples permafrost soils from frigid winter air temperatures (Jorgenson et al., <xref ref-type="bibr" rid="B36">2010</xref>; Park et al., <xref ref-type="bibr" rid="B62">2015</xref>), and numerous manipulation experiments have illustrated that increases in snow depth can lead to permafrost thaw and increased greenhouse gas emissions (Walker et al., <xref ref-type="bibr" rid="B95">1999</xref>; Natali et al., <xref ref-type="bibr" rid="B57">2014</xref>; Webb et al., <xref ref-type="bibr" rid="B101">2016</xref>). For example, in northeastern Siberia near Cherskiy, snow depths were nearly double the long-term average in the winters beginning in 2016 and 2017, resulting in exceptionally deep seasonally thawed active layers that did not fully re-freeze in subsequent winters (Anisimov and Zimov, <xref ref-type="bibr" rid="B7">2020</xref>). While these findings are consistent with model projections (R&#x000E4;is&#x000E4;nen, <xref ref-type="bibr" rid="B67">2008</xref>; Mankin and Diffenbaugh, <xref ref-type="bibr" rid="B49">2015</xref>), and the relationship between snow cover and permafrost soil temperature is not unique to Siberia (Lawrence and Slater, <xref ref-type="bibr" rid="B43">2010</xref>), the high ground ice and carbon content of Siberian permafrost mean that ground thaw in the region will be irreversible once started and lead to high carbon emissions (Strauss et al., <xref ref-type="bibr" rid="B81">2017</xref>). The observations reported by Anisimov and Zimov (<xref ref-type="bibr" rid="B7">2020</xref>) highlight the following important points regarding the impacts of snow cover on permafrost climate feedbacks. First, changes in snow cover can initiate permafrost thaw even in regions such as northeastern Siberia where air and permafrost temperatures are low (Anisimov and Zimov, <xref ref-type="bibr" rid="B7">2020</xref>). Additionally, the relative impact of increased snow depth on permafrost varies with vegetation and disturbance history (Shur and Jorgenson, <xref ref-type="bibr" rid="B74">2007</xref>). This highlights the importance of vegetation snow interactions, which are well documented at the local scale (Essery and Pomeroy, <xref ref-type="bibr" rid="B22">2004</xref>), and appear to be important yet less well understood at the pan-Arctic scale (Kropp et al., <xref ref-type="bibr" rid="B42">2020</xref>). Lastly, Anisimov and Zimov (<xref ref-type="bibr" rid="B7">2020</xref>) noted the greatest impacts of increased snow cover on permafrost in recently burned locations devoid of vegetation and organic soils, which is in line with observations of an inverse relationship between seasonally thawed active layer depth and time since fire for forests in the region (Webb et al., <xref ref-type="bibr" rid="B99">2017</xref>; Alexander et al., <xref ref-type="bibr" rid="B5">2018</xref>; Kharuk et al., <xref ref-type="bibr" rid="B38">2021</xref>). Taken together, this evidence indicates that vegetation-snow interactions are of crucial importance for albedo and permafrost related climate feedbacks. The ability of fire to foster rapid vegetation change over large areas in relatively short time spans means that changing fire regimes may exert very strong influences on regional cryospheric feedbacks in the coming decades.</p>
<p>Wildfire, and climate warming more generally, thaw permafrost and cause ground subsidence or thermokarst formation (Jones et al., <xref ref-type="bibr" rid="B35">2015</xref>; Yanagiya and Furuya, <xref ref-type="bibr" rid="B102">2020</xref>). Thermokarst features, especially lakes, are common in Siberia, and surface water extent (e.g., lake size, river discharge, and moisture stored in the active layer) is changing across the region&#x02014;increasing in some areas and decreasing in others&#x02014;likely due to climate-change induced shifts in precipitation and permafrost thaw (Iijima et al., <xref ref-type="bibr" rid="B33">2010</xref>; Karlsson et al., <xref ref-type="bibr" rid="B37">2012</xref>; Vey et al., <xref ref-type="bibr" rid="B93">2013</xref>; Boike et al., <xref ref-type="bibr" rid="B12">2016</xref>; Nitze et al., <xref ref-type="bibr" rid="B59">2017</xref>; Wang et al., <xref ref-type="bibr" rid="B97">2021</xref>). Changes in the areal extent of surface waters have important implications for localized albedo-mediated heat transfer (that is, the presence of water can increase near surface temperatures by as much as 10&#x000B0;C; (Jorgenson et al., <xref ref-type="bibr" rid="B36">2010</xref>) as well as regional warming and cooling through albedo-induced changes in top-of-the atmosphere radiative forcing (Webb et al., <xref ref-type="bibr" rid="B100">2021</xref>). Overall, changes in Siberian surface water over the past two decades have led to regional albedo-induced warming (Webb et al., <xref ref-type="bibr" rid="B100">2021</xref>), although the pattern is heterogeneous across the region (<xref ref-type="fig" rid="F2">Figure 2</xref>). Thermokarst lakes are also CH<sub>4</sub> emission hotspots (Heslop et al., <xref ref-type="bibr" rid="B31">2020</xref>) that effectively increase global warming potential of greenhouse gas emissions related to permafrost thaw.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Trends in albedo change (April&#x02013;September of 2000-2019) attributed to surface water change derived using MODIS data. The standard MODIS albedo product was used to characterize albedo trends using linear regression, and the surface water change was quantified using the Superfine Water Index calculated from MODIS data. A generalized additive model (GAM) was used to attribute albedo trends to surface water change. Adapted from Webb et al. (<xref ref-type="bibr" rid="B100">2021</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-03-730943-g0002.tif"/>
</fig>
</sec>
<sec sec-type="conclusions" id="s4">
<title>Conclusions</title>
<p>Eastern Siberia contains a unique combination of fire-prone larch forests and ice-rich yedoma permafrost. The ability of fire to alter vegetation and permafrost conditions over relatively short time scales has the potential to influence climate feedbacks associated with albedo change and permafrost thaw. However, our understanding of ongoing change in the region is lacking relative to other areas of the Arctic, thus highlighting a need for additional work in the region. Specifically, there is a crucial need to understand how emerging changes in the fire regime are likely to impact post-fire vegetation recovery, and how this in turn will affect permafrost resilience. Variation of vegetation-snow interactions, and associated impacts on permafrost stability also requires closer examination. The latter is particularly important in the context of surface water induced albedo trends. Accurately predicting the timing and magnitude of the cryospheric climate feedbacks arising from terrestrial ecosystem change in the region requires improved understanding of key processes achieved through continued observational and model investigation. For example, a recent study in northern Siberia conducted using a model with explicit representation of ice-rich permafrost dynamics, informed with field observations, predicted a much greater degree of permafrost thaw than previous projections that lacked these process representations (Nitzbon et al., <xref ref-type="bibr" rid="B58">2020</xref>). Similar research utilizing observations and models to investigate interactions between fire, vegetation, and permafrost will help improve forecasts of ecological change in the region and identify key processes necessary to help constrain feedback processes in land surface and climate models. It is also important to note that a great deal of research on this region has been published in the Russian literature, and so translation of Russian papers and data offers a means to improve understanding of the region. Additionally, eastern Siberia includes large indigenous populations, who can provide additional insight to cryospheric change given their reliance on cryospheric resources for a range of basic needs (Fedorov, <xref ref-type="bibr" rid="B24">2019</xref>), and through their long-term landscape-based perspectives that may be missed by western scientific research (Crate et al., <xref ref-type="bibr" rid="B21">2017</xref>).</p>
</sec>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The datasets shown in Figure 1 can be found at the Arctic Data Center (<xref ref-type="fig" rid="F1">Figure 1A</xref>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.18739/A2N87311N">https://doi.org/10.18739/A2N87311N</ext-link>, <xref ref-type="fig" rid="F1">Figure 1B</xref>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.18739/A24B2X59C">https://doi.org/10.18739/A24B2X59C</ext-link>). Data from <xref ref-type="fig" rid="F2">Figure 2</xref> are publicly available MODIS data as described by Webb et al. (<xref ref-type="bibr" rid="B100">2021</xref>).</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>ML, AT, and EW prepared the figures. All authors contributed to conception and design of the paper, and wrote sections of the manuscript, contributed to manuscript revisions, read, and approved the submitted version of the manuscript.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>Support for this work was provided by National Science Foundation Grants OPP-1708322 to ML, OPP-1708307 and OPP-2100773 to HA, and from the Colgate University Research Council to ML.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> </body>
<back>
<ack><p>The research was conducted on the homelands of many peoples, including the Chukchi and Sakha people. We pay respect to the Chukchi and Sakha people, and endeavor to use our science as way to honor their continuing presence on the land.</p>
</ack>

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