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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Soil Sci.</journal-id>
<journal-title>Frontiers in Soil Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Soil Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-8619</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsoil.2023.1107432</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Soil Science</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cadaver imprint on soil chemistry and microbes - Knowns, unknowns, and perspectives</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fiedler</surname><given-names>Sabine</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kaiser</surname><given-names>Klaus</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/598985"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fournier</surname><given-names>Bertrand</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/342004"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Institute of Geography, Johannes Gutenberg-University</institution>, <addr-line>Mainz</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Soil Science and Soil Protection, Martin Luther University Halle-Wittenberg</institution>, <addr-line>Halle (Saale)</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institute of Environmental Sciences and Geography, University of Potsdam</institution>, <addr-line>Potsdam</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Derrick Y.F. Lai, The Chinese University of Hong Kong, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jens Amendt, Goethe University Frankfurt am Main, Germany; Edward Mitchell, Universit&#xe9; de Neuch&#xe2;tel, Switzerland</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Sabine Fiedler, <email xlink:href="mailto:fiedlers@uni-mainz.de">fiedlers@uni-mainz.de</email>; Bertrand Fournier, <email xlink:href="mailto:bertrand.fournier@uni-potsdam.de">bertrand.fournier@uni-potsdam.de</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Soil Biogeochemistry &amp; Nutrient Cycling, a section of the journal Frontiers in Soil Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>3</volume>
<elocation-id>1107432</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Fiedler, Kaiser and Fournier</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Fiedler, Kaiser and Fournier</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>Cadaver-decomposition unleashes an ephemeral pulse of matter input that modifies microbial communities, as well as nutrient pools and fluxes. This leaves behind a measurable imprint on affected soils. However, the persistence of this imprint remains poorly understood. We define cadaver imprint persistence as the entire period between time of cadaver deposition and time when cadaver effects on microbial community structure and chemical indicators are no longer detectable. We present a brief overview of published results on the cadaver-induced changes in the bio-elements carbon, nitrogen and phosphorus, which regulate the structure and functions of the soil microbiome. Based on this, we identified conceptual and methodological gaps and biases and suggest potential research avenues to address them. This will help to better understand the relationships between cadaver-derived matter and microbial taxa and functions, as well as the role of cadaver-decomposition within and across ecosystems. The proposed future research on cadaver-derived imprint on soils has the potential to serve as a hub for connecting soil chemistry, microbial ecology, forensic sciences, and ecosystems science.</p>
</abstract>
<kwd-group>
<kwd>cadaver decomposition</kwd>
<kwd>bio-elements</kwd>
<kwd>soil properties</kwd>
<kwd>C</kwd>
<kwd>N</kwd>
<kwd>P</kwd>
<kwd>microbial communities</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="72"/>
<page-count count="7"/>
<word-count count="3048"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>After death, the remains of all organisms undergo decomposition. Decomposition of dead material is central to the functioning of all ecosystems and crucial to the redistribution of nutrients and energy (<xref ref-type="bibr" rid="B1">1</xref>). It unleashes an ephemeral pulse of matter input that modifies microbial communities as well as nutrient pools and fluxes, leaving behind a measurable imprint on the affected soil (<xref ref-type="bibr" rid="B2">2</xref>). The imprint is influenced by a complex set of factors, with interactions between soil microbes and the fluxes of matter and nutrients released by dead material decomposition playing a central, yet poorly understood role (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Research on decomposing dead material is predominately focused on plant litter. By contrast, the decay of cadavers has received far less attention. This might be mainly due to animal-derived biomass representing only 1% of the total organic material exposed to decomposition in terrestrial ecosystems (<xref ref-type="bibr" rid="B4">4</xref>). Research on cadaver decomposition mainly addresses two issues: (i) successional patterns of different cadaver-related organisms in various taxa, such as bacteria or protists, especially in order to determine the post-mortem interval (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>) and (ii) spatial patterns of energy and nutrient flow within and among ecosystems (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). Studies targeting spatial patterns have highlighted the key role of cadaver decomposition for shaping environmental heterogeneity (<xref ref-type="bibr" rid="B10">10</xref>), but provided no information about the mechanisms involved. Studies of temporal changes in soil chemistry (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>) and/or microbial communities in response to cadaver decomposition revealed different decomposition stages (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>), each characterized by specific microbial taxa (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Typically, these studies were restricted to determining the imprint of cadaver decomposition on soil chemical and microbial features but payed little attention to the functional linkages between microbes and matter and nutrient fluxes. As a consequence, little is known about the cycling (including translocation, transformation, and immobilisation) of matter that enters the soil during cadaver deposition. Similarly, the contribution of specific microbial taxa and functional groups to processes induced by the input of cadaver-derived matter (e.g., breaking down and transforming dead organic material) remains poorly understood (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B20">20</xref>). In addition, different cadaver types and weights have been studied &#x2013; ranging from mice (<xref ref-type="bibr" rid="B20">20</xref>) to elephants (<xref ref-type="bibr" rid="B15">15</xref>), which influences the extent and persistence of the cadaver imprint on soil and makes comparisons among studies difficult. Studies have also considered different time scales &#x2013; from two weeks (<xref ref-type="bibr" rid="B21">21</xref>) to several years (<xref ref-type="bibr" rid="B22">22</xref>). Studies based on the same cadaver type and weight and lasting for several years are rare. The resulting knowledge gaps limit our capability of predicting the impact of cadaver decomposition on soil ecosystems, and thus, hamper the deduction of precise timescales of the individual decomposition stages (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>) as well as of the extent and persistence of cadaver imprint on soil.</p>
<p>We aim at identifying the key issues impairing the study of cadaver imprint on soil ecosystems for better insight into the functional linkages between microbes and soil matter cycling. We address the potential persistence of changes in carbon (C), nitrogen (N), phosphorus (P), bio-elements that regulate structure and functioning of the soil microbiome (cell compounds, biomass production, activity, energy transfer; <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). We define the persistence of cadaver imprint on soil as the entire period between time of cadaver deposition on soil and time when cadaver effects on microbial community structure and chemical indicators are no longer detectable. Cadaver imprint persistence of 3 (<xref ref-type="bibr" rid="B22">22</xref>) to 10 years (<xref ref-type="bibr" rid="B11">11</xref>) were already observed, which clearly exceeds the typical duration of most experiments (&lt;1 (<xref ref-type="bibr" rid="B26">26</xref>) to 2 years (<xref ref-type="bibr" rid="B27">27</xref>)).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Simplified scheme of cadaver imprint on soil, including coupled chemical-microbial processes. <bold>(A)</bold> Cadaver-induced nutrient and matter changes soil chemistry. <bold>(B)</bold> Microbial primary consumers (mainly bacteria and fungi) process the cadaver-derived input and subsequent increase in microbial activity and biomass. <bold>(C)</bold> Secondary consumers (e.g., protists) prey on bacteria and fungi, and thus, regulate the population of primary consumers and the release of transformed molecules into the soil. Please note, temporal and spatial facets are not considered, since largely unknown. Furthermore, the rest of the food chain including plants, meso- and macro-fauna is not shown since we focus on soil chemistry and microbes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fsoil-03-1107432-g001.tif"/>
</fig>
<p>We start with a brief summary of the current state of knowledge on temporal changes in soil induced by cadaver decomposition, followed by a list of identified major research issues and their possible relevance for the understanding cadaver-impacted soils. Finally, we propose potential research avenues to overcome these issues.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Imprint of cadaver-derived C, N, and P in soil</title>
<p>Cadavers are point sources of bio-elements, exposing the soil underneath to high inputs. These inputs can cause locally elevated concentrations of elements, but their persistence is poorly known and likely varies by element (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). The amount of elemental release and input into soil is a function of cadaver weight (<xref ref-type="bibr" rid="B30">30</xref>) and decomposition stage (<xref ref-type="bibr" rid="B12">12</xref>). The persistence of elemental changes varies with soil properties affecting their transport and retention (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>The biochemical composition of cadavers resembles that of major degraders. The stoichiometries of major bio-elements is similar (<xref ref-type="bibr" rid="B33">33</xref>). This promotes rapid utilisation of cadavers for biomass growth of degraders, such as bacteria and other microbial taxa, with the extent being modified by environmental conditions controlling the balance of biomass built-up and mineralisation.</p>
<p>The potential imprint of cadaver-derived C depends on soil conditions supporting the long-term stabilisation of microbial metabolites and necromass (<xref ref-type="bibr" rid="B34">34</xref>). In contrast to plants, cadavers contain much of the C in compounds prone to simple enzymatic breakdown, such as lipids, sugar derivatives, and protein (<xref ref-type="bibr" rid="B13">13</xref>). Consequently, cadaver fluids are rapidly consumed by microorganisms upon entering the topsoil, with only small portions leached into deeper soil layers (<xref ref-type="bibr" rid="B35">35</xref>). Efficient C use by microorganisms results in production of metabolites and built up of microbial biomass (<xref ref-type="bibr" rid="B36">36</xref>). In soils containing reactive minerals (three-layer clay minerals, hydrous oxides of aluminum and iron), part of the microbial metabolites and necromass becomes mineral-bound, and thus, stabilized against degradation (<xref ref-type="bibr" rid="B37">37</xref>). This could increase C storage underneath cadavers (<xref ref-type="bibr" rid="B38">38</xref>), however, the period of time until it vanishes is unknown. In soils where the mineral phase is not supporting stabilisation of organic compounds or, as in many topsoils, is already saturated, microbial metabolites and necromass will cycle rapidly. Rapid metabolization of cadaver-derived C and subsequent release into the atmosphere as CO<sub>2</sub> and/or CH<sub>4</sub> explains the often insignificant increase in total C content in soil directly underneath decomposing cadavers (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). High input of easily available C beneath cadavers can even cause decreases in soil C due to what is commonly referred to as priming (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Additionally, microbial oxidation of available C may result in O<sub>2</sub> consumption underneath cadavers exceeding its replenishment <italic>via</italic> diffusion (<xref ref-type="bibr" rid="B43">43</xref>). The resulting anoxic conditions may drive the fate of cadaver-derived N (<xref ref-type="bibr" rid="B44">44</xref>) and support C losses <italic>via</italic> anaerobic respiration.</p>
<p>Cadavers, due to their narrow C/N ratios (&lt;6) (<xref ref-type="bibr" rid="B45">45</xref>), represent an immense N concentration as compared to the underlying soil, which is often N limited (<xref ref-type="bibr" rid="B46">46</xref>). Most N in cadavers is within proteins but also amino sugars (<xref ref-type="bibr" rid="B13">13</xref>), which are all prone to simple enzymatic breakdown. Cadaver fluids delivers proteins into the soil; their subsequent decomposition cause increasing concentrations of free amino acids, peptides, and mineral N species (<xref ref-type="bibr" rid="B38">38</xref>). Solutions underneath cadavers feature often very narrow C/N ratios due to the production of amines (<xref ref-type="bibr" rid="B47">47</xref>). These might become leached from the soil or rapidly degraded, to unknown extents. Under toxic conditions, N mineralisation results in nitrate, which is mobile and easily leachable from soil in case production exceeds uptake by plants and microorganisms. In alkaline soils, ammonium released during decomposition may deprotonate and the resulting gaseous ammonia can be emitted into the atmosphere (<xref ref-type="bibr" rid="B48">48</xref>). Under anoxic conditions, which may establish under cadavers upon excessive O<sub>2</sub> consumption (see above), nitrate is transformed into gaseous forms (N<sub>2</sub>, N<sub>2</sub>O) and released into the atmosphere. Anoxic conditions, however, terminate nitrification, and so N mineralisation is limited to the release of ammonium. Nevertheless, much of cadaver-derived N becomes incorporated into the microbial biomass and is linked to its stabilization and cycling, as described for C. Overall, it seems unlikely that cadaver-derived N accumulates more strongly in soils than cadaver-derived C. And as for C, it remains unresolved how long the imprint of the tremendous N input from cadavers into underlying soils will last.</p>
<p>Cadaver residues are also high in P, which &#x2013; aside of bones &#x2013; is mainly contained in phospholipids and nucleotides. These compounds are labile, and cleavage of phosphate ester bonds results in rapid release of ortho-phosphate (<xref ref-type="bibr" rid="B49">49</xref>). In contrast to C and N, P is rather immobile in most soils (<xref ref-type="bibr" rid="B50">50</xref>). Organic and especially mineral P species tend to sorb strongly to soil minerals, and therefore, are not prone to leaching as, e.g., nitrate. Also, P cycling in soils does not involve formation of gaseous species. However, P has been less frequently considered in studies on cadaver decomposition than C and N. Therefore, little is known about the potential intermediate storage of P in microorganisms (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B51">51</xref>). On short-term, a strong increase in microbial P can be expected in the soil underneath cadavers. On long term, the overall low mobility of P is probably the decisive factor. Thus, of all bio-elements, P is likely to leave the strongest and longest lasting imprint on soils underneath cadavers (<xref ref-type="bibr" rid="B31">31</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Imprint of cadaver decomposition on soil microbial communities</title>
<p>The changes in soil C, N, and P following cadaver decomposition described above induce a strong response by soil microbial communities. The high input of bio-elements significantly changes their biomass, activity, diversity, and composition (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>), with taxa-specific temporal trends varying with environmental conditions (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<sec id="s3_1">
<label>3.1</label>
<title>Microbial biomass and activity</title>
<p>Since free-living soil microorganisms are strongly C-limited (<xref ref-type="bibr" rid="B54">54</xref>), the C input derived from cadaver decomposition stimulates microbial activity and may promote biomass production. However, activity and biomass of some taxa, such as testate amoeba, are negatively impacted by the high input of bio-elements (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B55">55</xref>). The effect of N and P on microbial biomass and activity is far less known. Soil microbial activity can start increasing within 24 hours (<xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B58">58</xref>) and peak within the first ten days after death (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B59">59</xref>). Microbial biomass production peaks during the active decay phase and slows down thereafter (<xref ref-type="bibr" rid="B18">18</xref>). The exact timing and magnitude of the peaks depend on environmental conditions, such as temperature, with microbial biomass production being potentially more affected than activity (<xref ref-type="bibr" rid="B58">58</xref>). After their initial peaks, microbial biomass and activity can remain elevated for a long period of time. For instance, microbial biomass C remained elevated for 430 days after burial of pig cadavers (<xref ref-type="bibr" rid="B60">60</xref>) and bacteria colony forming units were found to be increased in soil underneath the carcasses for even 42 months after burial (<xref ref-type="bibr" rid="B61">61</xref>). Since burial can slow down decomposition (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>), the results of the latter two studies may not be representative for aboveground cadavers.</p>
<p>It is noteworthy that the different methods used to determine microbial biomass (e.g., substrate-induced respiration (<xref ref-type="bibr" rid="B60">60</xref>), lipid-P extraction (<xref ref-type="bibr" rid="B12">12</xref>), chloroform-fumigation extraction (<xref ref-type="bibr" rid="B64">64</xref>), colony-forming units (<xref ref-type="bibr" rid="B61">61</xref>), and microbial activity/carbon mineralisation (<xref ref-type="bibr" rid="B58">58</xref>)) all capture different fractions of the soil microbial biomass or activity, which may contribute to diverging conclusions by individual studies.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Diversity and community composition</title>
<p>Advances in high&#x2010;throughput multi-taxa identification using environmental DNA (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>) allowed for better characterization and understanding of changes in microbial community diversity and composition induced by cadaver decomposition.</p>
<p>The initial input pulse of nutrients constitutes a major disturbance of the soil microbial food web. This disturbance causes decreased microbial diversity by favouring few well-adapted taxa. In a deciduous forest, decomposing pig cadavers caused a drastic decrease in the abundance and richness of testate amoebae (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B55">55</xref>). In turn, the relative abundance of <italic>Proteobacteria</italic> and <italic>Firmicutes</italic> increased while that of <italic>Acidobacteria</italic> decreased during the phase of active decomposition of human remains (<xref ref-type="bibr" rid="B18">18</xref>). Generally, studies point at a clear succession in microbial communities during cadaver decay, with the majority of microbial taxa occurring only during specific decomposition stages (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B67">67</xref>). Nevertheless, the specific role of the different microbial taxa and functional groups in breaking down and transforming cadaver material remains poorly known.</p>
<p>Effects of cadaver impact on soil microbial community composition are long-lasting and vary as a function of the environmental settings (<xref ref-type="bibr" rid="B68">68</xref>). Differences in soil microbial community composition between cadaver-impacted and control plots were detectable for up to 1051 days (<xref ref-type="bibr" rid="B22">22</xref>). Interestingly, cadaver imprint on the microbial community composition appears to last longer than its imprint on functions. For instance, the study of Singh et&#xa0;al. (<xref ref-type="bibr" rid="B69">69</xref>) observed 732 days after the onset of cadaver decomposition only differences in soil bacterial community composition but not in soil functions. It has also been shown there is microbial fauna specifically associated with cadaver decomposition, including an important proportion of taxa not yet described (<xref ref-type="bibr" rid="B22">22</xref>). Only about 40% of these organisms are present in bulk soil while the remaining ones come from various sources, including blow flies and other scavengers, or derive from the cadaver itself (<xref ref-type="bibr" rid="B70">70</xref>).</p>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Research gaps and perspectives</title>
<p>When compiling the literature, we identified gaps and biases in research on the fate of cadavers and related matter cycling in soil (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). We grouped them according to three broad overarching issues, arranged hierarchically.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Identified gaps and biases in studies on the imprint of cadaver-derived biomass on soil ecosystems.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Overarching issues</th>
<th valign="middle" align="center">Gaps and biases</th>
<th valign="middle" align="center">Research avenues and -&gt; perspectives</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(1) <bold>Conceptual shortcomings</bold>
</td>
<td valign="top" align="left">Incomplete theoretical framework</td>
<td valign="top" align="left">Development of a theoretical framework to explain the formation and persistence of cadaver imprint on soil<break/>-&gt; Conceptualization and contextualization: links between observed patterns and identified processes<break/>-&gt; Modelling: improved predictions and hypotheses to guide future experiments</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Non-holistic approach</td>
<td valign="top" align="left">Focus on matter cycling and coupled chemical and biotic processes in soil<break/>-&gt; Identification: causal relationships and mechanistic linkages between microbe and matter fluxes and their role in soil ecosystem dynamics</td>
</tr>
<tr>
<td valign="top" align="left">(2) <bold>Experimental shortcomings</bold>
</td>
<td valign="top" align="left">Insufficient documentation of descriptors of environmental and experimental settings</td>
<td valign="top" align="left">Definition of best practice in reporting experimental procedures and environmental settings (e.g., location, soil, climate, cadaver type and weight)<break/>-&gt; Improvement: reproducibility and transparency of studies<break/>-&gt; Facilitation: meta-analyses, and identification of indicators of system change</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Insufficient focus on soil imprint in sampling design (as opposed to current cadaver decomposition stage-centred sampling scheme)</td>
<td valign="top" align="left"><italic>In-situ</italic> continuous measurements of key variables indicating soil system changes (e.g. redox potential)<break/>-&gt; Characterization: temporal changes in cadaver-impacted soil ecosystems (i.e. cadaver imprint on soil), including potential tipping points<break/>-&gt; Identification: key sampling moments</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Underrepresentation of studies on buried cadaver</td>
<td valign="top" align="left">Comparative studies on the imprint of cadavers buried at different depths<break/>-&gt; Determination: rates of belowground decomposition processes and their variability</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Insufficient long-term investigations beyond one year</td>
<td valign="top" align="left">Longer-term studies that last until no differences to control can be detected<break/>-&gt; Understanding: long-term persistence of cadaver imprint on soil</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Taxonomic biases in studies on microbial communities</td>
<td valign="top" align="left">Systematics and metagenomics of cadaver-associated microbial taxa<break/>-&gt; Identification: functional role of less-studied taxa such as archaea and protists<break/>-&gt; Understanding: feeding of energy and matter derived from cadavers into the microbial loop</td>
</tr>
<tr>
<td valign="top" align="left">(3) <bold>Context- and scale-dependencies</bold>
</td>
<td valign="top" align="left">Drivers of the spatial extent and persistence of cadaver imprint</td>
<td valign="top" align="left"><italic>In-situ</italic> spatially- and temporally-resolved measurements of the changes and spatial distribution of elements and microbial taxa across multiple environmental contexts<break/>-&gt; Identification of site-specific and regional drivers of: (1) the distribution of elements and microbial taxa, (2) element cycling and temporal changes in microbial community<break/>-&gt; Assessment: context- and scale-dependency of the spatial extent and persistence of cadaver imprint on soils</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The specific gaps and biases have been classified into three overarching issues. Potential research avenues are suggested to address each gap and bias. Although we focus on soil chemistry and microbes, the identified gaps also apply to soil meso- and macro-fauna.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We propose that the first priority should be to address conceptual shortcomings, since a strong conceptual framework directly contributes to tackling methodological issues and scale and context dependencies. For instance, holistic approaches based on profound theoretical frameworks, e.g., ecological stoichiometry theory (<xref ref-type="bibr" rid="B33">33</xref>), metacommunity theory (<xref ref-type="bibr" rid="B71">71</xref>), meta-ecosystem theory (<xref ref-type="bibr" rid="B72">72</xref>) can help identifying mechanistic relationships and causal linkages among microbial taxa and functional groups and matter fluxes, as well as their role for the rest of the food chain (plants and soil meso- and macrofauna). Improved knowledge of these linkages is key to develop innovative long-term experimental approaches that allow for continuously tracking the progressing changes in cadaver-impacted soils and to identify microbial taxa with key functional roles. Promising indicators of continuous changes in soil include gas fluxes and redox potential. Comparative studies on cadavers buried at different depths, although technically challenging, are needed to determine the rates of belowground decomposition processes and their variability. Belowground decomposition has a relatively marginal importance for ecosystem processes but is highly relevant for forensic applications. Improved documentation of descriptors of environmental and experimental settings are required to facilitate meta-analyses and comparisons among studies dealing with different environmental conditions and spatial scales. This would allow for generalizing the scale and context dependency of the temporal persistence and spatial extent of cadaver imprint in different soil ecosystems. This knowledge would, in turn, feed back to the validation and/or improvement of the theoretical framework.</p>
<p>In conclusion, solving the identified issues will support better understanding the linkages between cadaver-derived matter and microbial taxa and functions, as well as the ecological role of cadaver decomposition within and across ecosystems. In turn, an improved mechanistic understanding of the cadaver imprint on soil ecosystems would contribute to better transferability of models and consequently scaling the role of cadaver decomposition in global organic matter cycle. Practically, it would also pave way to new forensic applications, including improved detection of buried cadavers, identification of new bioindicators, and prediction and mapping of potential cadaver imprint persistence according to regions. Overall, the proposed future research on cadaver-derived imprint on soils has the potential to serve as a hub for connecting soil chemistry, microbial ecology, forensic sciences, and ecosystems science.</p>
</sec>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank and acknowledge Dr. C.V.W. Seppey and Dr. Ildik&#xf2; Szelecz for comments on early version of the manuscript. This work was completed with financial support from the Germany&#x2019;s joint federal and state program supporting early-career researchers (WISNA) to the last author. The publication of this article was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) &#x2013; Project number 491466077.</p>
</ack>
<sec id="s6" sec-type="COI-statement">
<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 id="s7" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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