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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. For. Glob. Change</journal-id>
<journal-title>Frontiers in Forests and Global Change</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. For. Glob. Change</abbrev-journal-title>
<issn pub-type="epub">2624-893X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/ffgc.2019.00034</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Forests and Global Change</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Legacy of Pre&#x02013;Columbian Fire on the Pine&#x02013;Oak Forests of Upland Guatemala</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Harvey</surname> <given-names>William J.</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/657414/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Nogu&#x000E9;</surname> <given-names>Sandra</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/657526/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Stansell</surname> <given-names>Nathan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/696510/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Petrokofsky</surname> <given-names>Gillian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/696424/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Steinman</surname> <given-names>Byron</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/626613/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Willis</surname> <given-names>Katherine J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Long&#x02013;Term Ecology Laboratory, Department of Zoology, University of Oxford</institution>, <addr-line>Oxford</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Geography and Environmental Science, University of Southampton</institution>, <addr-line>Southampton</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Geology and Environmental Geosciences, Northern Illinois University</institution>, <addr-line>DeKalb, IL</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Large Lakes Observatory and Department of Earth and Environmental Sciences, University of Minnesota Duluth</institution>, <addr-line>Duluth, MN</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Tom Evans, Wildlife Conservation Society, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Tammo Reichgelt, Lamont Doherty Earth Observatory (LDEO), United States; Daniel J. Wieczynski, UCLA Department of Ecology and Evolutionary Biology, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: William J. Harvey <email>william.harvey&#x00040;seh.ox.ac.uk</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Tropical Forests, a section of the journal Frontiers in Forests and Global Change</p></fn></author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>07</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>2</volume>
<elocation-id>34</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>12</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>06</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2019 Harvey, Nogu&#x000E9;, Stansell, Petrokofsky, Steinman and Willis.</copyright-statement>
<copyright-year>2019</copyright-year>
<copyright-holder>Harvey, Nogu&#x000E9;, Stansell, Petrokofsky, Steinman and Willis</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>Mountain tropical forests of the Southern Maya Area (Pacific Chiapas and Guatemala, El Salvador, and Northern Honduras) predominantly comprise pine and oak formations, which form intricate mosaics and complex successional interactions following large&#x02013;scale fire. These forests have been transformed by the peoples of the Maya civilization through practices of horticulture, agriculture, and architectural developments over thousands of years. Anthropogenic impacts and the extent of early human interaction with these upland forests is currently poorly understood. In this study we identify: (i) the natural baseline vegetation of the region; (ii) when human impact and agrarian practices began in the Maya uplands; and (iii) what impacts the Maya had on forest structure, composition, and successional regeneration. Past vegetation, anthropogenic use of fire, and faunal abundance were reconstructed using proxy analysis of fossil pollen, macroscopic charcoal, microscopic charcoal, and dung fungal spores (<italic>Sporormiella</italic>). Three phases of forest succession were identified from 4000B.C.E. to 1522CE that broadly overlap with the well&#x02013;defined archaeological periods of (i) the Archaic (10,000&#x02013;2000B.C.E.); (ii) Pre&#x02013;Classic (2000B.C.E.&#x02212;100C.E.); (iii) Terminal Pre&#x02013;Classic (100&#x02013;250C.E.); (iv) Classic (250&#x02013;950C.E.); and (v) Post&#x02013;Classic (950&#x02013;1522C.E.). These results also include the earliest evidence for agriculture within the Southern Maya Area through presence of peppers (<italic>Capsicum</italic>) from 3850B.C.E. and the rise of maize cultivation (Zea mays) from 970B.C.E. Persistent high intensity burning driven by agricultural practices and lime production during the Late&#x02013;Pre-Classic (400&#x02013;100B.C.E.) to Classic Period resulted in a compositional change of forest structure c.150B.C.E. from oak (Quercus) dominated forests to pine (Pinus) dominated forests. The legacy of Pre&#x02013;Columbian anthropogenically driven fire in these mountain tropical forests demonstrates the resilience and thresholds for fire driven succession. These findings are particularly relevant for addressing current land use and management strategies involving agriculture, fire, and forest management in the mountain tropical forests of the Southern Maya Area.</p></abstract>
<kwd-group>
<kwd>fire</kwd>
<kwd>pine-oak forest</kwd>
<kwd><italic>Zea mais</italic></kwd>
<kwd>early agriculture</kwd>
<kwd><italic>Capsicum</italic></kwd>
<kwd><italic>Sporormiella</italic></kwd>
<kwd>palaeoecocology</kwd>
<kwd>Maya</kwd>
</kwd-group>
<contract-num rid="cn001">NE/L002612/1</contract-num>
<contract-sponsor id="cn001">Natural Environment Research Council<named-content content-type="fundref-id">10.13039/501100000270</named-content></contract-sponsor>
<contract-sponsor id="cn002">St. Edmund Hall, University of Oxford<named-content content-type="fundref-id">10.13039/100010362</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="109"/>
<page-count count="14"/>
<word-count count="10457"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Unlike the Amazon or boreal regions, Central America does not have large tracts of intact forests (Watson et al., <xref ref-type="bibr" rid="B106">2018</xref>), and further reductions in the extent of intact forests are a concern. Potapov et al. (<xref ref-type="bibr" rid="B87">2017</xref>), for example, determined that forest cover declined by 13.3% in Guatemala between 2000 and 2013C.E. Mountain tropical forests (MTF) are important for the provision of ecosystem services, particularly biodiversity and water (Mart&#x000ED;nez et al., <xref ref-type="bibr" rid="B71">2009</xref>), and loss of intactness has serious implications for these ecosystem services. Given the current high international interest in the effects of human actions that cause degradation of forests and subsequent loss of ecological function, the development of long&#x02013;term ecological data will provide insight on how forests were influenced by anthropogenic and natural factors during pre&#x02013;history and thereby help inform potential future responses to similar actions and/or occurrences. For Central America such long&#x02013;term ecological datasets are scarce and are rarely considered in modern conservation discussions (Jeffers et al., <xref ref-type="bibr" rid="B52">2015</xref>). In particular, the Middle to Late Holocene (6000&#x02013;2000B.C.E.) vegetation history of the Central American uplands (&#x0003E;1,000 m.a.s.l.) is not well-documented but is essential to our understanding of early human impacts and prehistoric land use across the Maya Area (Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>). Filling these temporal and spatial gaps in knowledge is essential for understanding the function and protection of intact forests in this region and more generally.</p>
<p>The Maya occupied three separate areas: the Southern Uplands, and the Central, and Northern Lowlands (&#x0003C;1,000 m) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Our research area lies within the Southern Uplands, which includes the highlands of Guatemala and adjacent Chiapas (Coe and Houston, <xref ref-type="bibr" rid="B25">1966</xref>). There are altitudinal gradients in temperature and precipitation, with annual mean temperatures ranging between 14 and 25&#x000B0;C and annual rainfall ranging between 900 and 3,700 mm per year (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). The vegetation inhabiting this upland area typically comprises tropical and subtropical mixed deciduous and coniferous forests, known as mountain tropical forest (MTF) formations, which start in the Sierra Madre de Chiapas (Southern Mexico) and extend down to Northern Nicaragua (Dinerstein et al., <xref ref-type="bibr" rid="B30">2017</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Topographic map of Central America depicting (i) Maya regions; (ii) independent climate proxies (blue diamonds); (iii) previous vegetation reconstructions in the Maya Area (green diamonds); (iv) location of archaeological complex Chinkultic (black triangle); and (v) location of Cenote Kail (red circle). Dark gray shading represents elevation &#x0003E;1,000 m.a.s.l. (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Information</xref> for sites).</p></caption>
<graphic xlink:href="ffgc-02-00034-g0001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>Previous Work in the Maya Area</title>
<p>Early human populations across Central America are suggested to have increasingly interacted with their surrounding environment from 6000B.C.E., aided by progressively more favorable climatic conditions (Turner and Miksicek, <xref ref-type="bibr" rid="B101">1984</xref>; Colunga&#x02013;Garc&#x000ED;aMar&#x000ED;n and Zizumbo&#x02013;Villarreal, <xref ref-type="bibr" rid="B26">2004</xref>; Ford and Nigh, <xref ref-type="bibr" rid="B40">2009</xref>). In palaeoecology records from Maya sites, anthropogenic impacts to vegetation are typically inferred from the: (i) presence of known cultigens, such as <italic>Capsicum</italic> (peppers), Cucurbitaceae (gourds), <italic>Maranta arundinacea</italic> (arrowroot), <italic>Phaseolus</italic> (beans), and <italic>Zea mays</italic> (Maize) (White, <xref ref-type="bibr" rid="B107">1999</xref>); (ii) presence of &#x0201C;weedy taxa,&#x0201D; such as, Amarathaceae, Compositae, and <italic>Polygonum</italic> (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>; Franco-Gaviria et al., <xref ref-type="bibr" rid="B42">2018</xref>); (iii) reductions in all or select arboreal taxa, such as <italic>Quercus</italic> (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>; Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>); and (iv) increases in local and regional burning (e.g., Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>; Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>).</p>
<p>Archaic (10,000&#x02013;2000B.C.E.) anthropogenic impacts and the extent of early human interaction with the upland forests of the Maya Area are currently poorly understood. There have been 11 palaeopalynological studies conducted in the southern Maya Area (<xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>), and only five of these reconstructions have been undertaken in the uplands (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>; Caffrey et al., <xref ref-type="bibr" rid="B20">2011</xref>; Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>; Franco-Gaviria et al., <xref ref-type="bibr" rid="B42">2018</xref>). Interpretations of fossil pollen and charcoal records from Laguna Verde (El Salvador) and Lago Amatitlan (Guatemala) identify extensive human alteration of the upland vegetation between 2550 and 625B.C.E. (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>; Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>). Likewise, records from Lake San Lorenzo and Lake Esmeralda (Chiapas) provide evidence that anthropogenic and climatic impacts drove vegetation changes from <italic>c</italic>.450B.C.E. (Franco-Gaviria et al., <xref ref-type="bibr" rid="B42">2018</xref>). In contrast, palynological data from Miqul Meadow (Guatemala) indicates that climate is the sole driver of vegetation change (Caffrey et al., <xref ref-type="bibr" rid="B20">2011</xref>). These records are mostly low in resolution (more than 200 years between samples: e.g., Laguna Verde and Miqul Meadow) and poorly chronologically constrained (e.g., Miqul Meadow), limitations that prevent conclusive assessment of questions related to the timing of events. In order to reconstruct the impacts of disturbance events in MTF and forest succession, palaeoecological datasets must be sampled at a resolution higher than that of the rate of succession, which is up to 200 years in MTF (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). In addition, many of these studies rely on geographically distant proxy records to infer the impacts of climate on vegetation dynamics (e.g., La Yeguada, Panama: (Bush et al., <xref ref-type="bibr" rid="B18">1992</xref>) and Peten Itza, Guatemala: Islebe et al., <xref ref-type="bibr" rid="B51">1996</xref>). Given the spatial heterogeneity in precipitation patterns across Central America through time (e.g., Metcalfe et al., <xref ref-type="bibr" rid="B73">2015</xref>), it is critical to include local palaeoclimate records for comparison with vegetation reconstructions.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Summary of reported vegetation drivers and impacts to the vegetation from the Maya Area during the Pre&#x02013;Columbian Holocene, as reported by authors from palynological reconstructions (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Information</xref> for sites).</p></caption>
<graphic xlink:href="ffgc-02-00034-g0002.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Forest Succession</title>
<p>Currently the arboreal canopy of MTF predominantly comprise a combination of coniferous forest taxa (e.g., <italic>Pinus</italic> and <italic>Abies</italic>) and mixed hardwood forest (MHWF) taxa (e.g., <italic>Quercus, Alnus</italic>, and <italic>Liquidambar</italic>), which are well-adapted to variable climatic conditions and natural fires (Corrales et al., <xref ref-type="bibr" rid="B27">2015</xref>). These MTF are a combination of pine forests (PF), pine&#x02013;oak forests (POF), mountain&#x02013;pine&#x02013;oak forests (MPOF), oak forests (OF), pine&#x02013;oak&#x02013;<italic>Liquidambar</italic> forests (POLF), mountain rain forests (MRF), and cloud forests (CF) (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). These typically overlap in floristic composition but vary in species abundance (Miranda, <xref ref-type="bibr" rid="B74">1952</xref>; Breedlove, <xref ref-type="bibr" rid="B15">1981</xref>; Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>; Figueroa-Rangel et al., <xref ref-type="bibr" rid="B37">2008</xref>, <xref ref-type="bibr" rid="B38">2010</xref>, <xref ref-type="bibr" rid="B39">2012</xref>). POF form intricate mosaics and complex successional interactions, especially at higher elevations, which extend up into the broad&#x02013;leaved evergreen CF (Rzedowski, <xref ref-type="bibr" rid="B97">2006</xref>). Altitudinally, MPOF in Chiapas are found above 1,500 m, while POF have an extensive range from 500 to 3,400 m.a.s.l., with strong turnovers between species along altitudinal gradients (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). There are over 150 species of <italic>Pinus</italic> and <italic>Quercus</italic> that can be found across the uplands of Guatemala (Muller, <xref ref-type="bibr" rid="B76">1942</xref>; Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). Only 47% of forest cover (1990&#x02013;2000C.E.) remains, and it is highly fragmented due to high human population densities and land modification for subsistence farming (Corrales et al., <xref ref-type="bibr" rid="B27">2015</xref>).</p>
<p>Drivers of POF dynamics have been previously investigated in upland Guatemala (Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>), neighboring Chiapas (Dom&#x000ED;nguez-V&#x000E1;zquez and Islebe, <xref ref-type="bibr" rid="B31">2008</xref>), Pacific Mexico (Figueroa-Rangel et al., <xref ref-type="bibr" rid="B37">2008</xref>, <xref ref-type="bibr" rid="B38">2010</xref>, <xref ref-type="bibr" rid="B39">2012</xref>) and Costa Rica (Islebe and Hooghiemstra, <xref ref-type="bibr" rid="B50">1997</xref>), detailing the climatic and anthropogenic mechanisms that contribute toward changes in POF composition through time (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). In these studies fire has been identified as the dominant driver of structural and successive turnover within POF systems. However, there is disagreement as to what factors are driving these fires, changes in burning are controlled by complex interactions of fire, fuel load, climate, and humans (Cochrane and Barber, <xref ref-type="bibr" rid="B24">2009</xref>; Bowman et al., <xref ref-type="bibr" rid="B14">2011</xref>; Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>). While it is not possible wholly to differentiate between anthropogenic and naturally occurring fires (Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>), inferences can be made by combining multiple lines of evidence such as fossil charcoal with the presence of known agricultural grains (e.g., <italic>Zea mays</italic>) (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>), or with climatic proxy data, to infer known shifts in precipitation, which can impact fuel loads and ignitions (Bowman et al., <xref ref-type="bibr" rid="B14">2011</xref>).</p>
<p>Research conducted on the Pacific coast of Mexico (Figueroa-Rangel et al., <xref ref-type="bibr" rid="B37">2008</xref>, <xref ref-type="bibr" rid="B38">2010</xref>, <xref ref-type="bibr" rid="B39">2012</xref>) and in Costa Rica (Islebe and Hooghiemstra, <xref ref-type="bibr" rid="B50">1997</xref>) suggests that fire within POF are primarily climatically driven; whereas palynological work in Guatemala and Chiapas (Dom&#x000ED;nguez-V&#x000E1;zquez and Islebe, <xref ref-type="bibr" rid="B31">2008</xref>; Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>) indicates a more intertwined relationship of climate and people. Other factors considered to affect the structure and successional regeneration of POF are overall climate (temperature and precipitation), soil (type, nutrient availability), and anthropogenic activities (timber extraction and agriculture) (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). In addition, herbivory can cause deviations in successional pathways through sapling browsing and seed dispersal (Baker et al., <xref ref-type="bibr" rid="B5">2016</xref>;Arroyo-Rodr&#x000ED;guez et al., <xref ref-type="bibr" rid="B4">2017</xref>).</p>
<p>It has been suggested that without further disturbances natural recovery will return a fallow field to a POF within <italic>c</italic>.80 years (Figueroa-Rangel et al., <xref ref-type="bibr" rid="B37">2008</xref>). Sustained low&#x02013;intensity and long-duration human disturbance leads to a deviation from this natural sequence resulting in slowed recovery, and more intensive anthropogenic or climatic disturbances can reverse or reset recovery times (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). However, these are theoretical timelines and to date there is very little evidence on recovery rates from different types of disturbances (fire, human, climate) in this region, nor on how this varies according to altitude.</p>
<p>This study seeks to identify (i) the natural baseline vegetation of the region; (ii) when human impact and agrarian practices began in the Maya uplands; and (iii) what impacts the Maya had on forest structure, composition, and successional regeneration. To address the potential impacts of anthropogenic influences and herbivory upon the biota of upland Guatemala, a proxy reconstruction of changes in vegetation, burning, and animal populations from 4000B.C.E. to 1522C.E. was developed using fossil pollen, macroscopic charcoal (&#x0003E;150 &#x003BC;m), microscopic charcoal (&#x0003C;150 &#x003BC;m), and fossil dung fungal spore (<italic>Sporormiella</italic>), from Cenote Kail, a lake situated in the uplands of the Southern Maya Area. These records were then compared with local and regional climatic archives and information on human population dynamics collected from nearby archaeological sites.</p>
</sec>
<sec sec-type="methods" id="s4">
<title>Methods</title>
<sec>
<title>Study Site: Cenote Kail</title>
<p>Cenote Kail (150 m diameter) is located within the uplands of the Southern Maya Area (N16&#x000B0;00&#x02032;00.0&#x02033;W91&#x000B0;33&#x02032;14.4, 1,534 m.a.s.l.) and situated 28 km away from the well-documented archaeological complex Chinkultic (Ball, <xref ref-type="bibr" rid="B6">1980</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>). This city was established sometime between 50B.C.E and 75C.E. and occupied until 300&#x02013;350C.E. The city was then abandoned between 350 and 700C.E. before being occupied again from 700 to 1,250C.E. (Ball, <xref ref-type="bibr" rid="B6">1980</xref>). The lake is presently surrounded by a coniferous forest mosaic best described as POF or MPOF. Vegetation is distributed between densely populated mixed deciduous and coniferous forested patches, and large open shrub/grasslands.</p>
</sec>
<sec>
<title>Field and Sampling Techniques</title>
<p>In 2015 a 545 cm&#x02013;long composite sediment core, with overlapping sections, was extracted from Cenote Kail using a Livingstone piston corer (Livingstone, <xref ref-type="bibr" rid="B61">1955</xref>). Forty-six samples (1g wet weight) were extracted at 10 cm intervals for biological proxy analysis of macroscopic charcoal (&#x0003E;150 &#x003BC;m), microscopic charcoal (&#x0003C;150 &#x003BC;m), pollen, and coprophilous fungal spores (<italic>Sporormiella</italic>).</p>
</sec>
<sec>
<title>Chronology</title>
<p>An age depth model was constructed using 38 calibrated radiocarbon dates obtained from charcoal and terrestrial leaf fragments, which represent a single event or from one to two seasons of growth (<xref ref-type="table" rid="T1">Table 1</xref>). Samples were pre&#x02013;treated using standard acid&#x02013;base&#x02013;acid protocols (Abbott and Stafford, <xref ref-type="bibr" rid="B1">1996</xref>). Radiocarbon dates were generated at the W.M. Keck Carbon Cycle Accelerator Mass Spectrometry Laboratory at the University of California, Irvine. The IntCal13 radiocarbon dataset (Reimer et al., <xref ref-type="bibr" rid="B91">2013</xref>) was used to calibrate the measured radiocarbon dates, and OxCal (v.4.3) was used to construct an age&#x02013;depth model applying a Bayesian approach (Ramsey, <xref ref-type="bibr" rid="B89">2009</xref>). Outliers were identified using the general outlier model implementing an outlier probability of 0.05 (Ramsey, <xref ref-type="bibr" rid="B88">2008</xref>). Sedimentation rates were calculated using this age-depth model.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Measured, calibrated, and modeled radiocarbon ages for Cenote Kail.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Lab&#x00023;</bold></th>
<th valign="top" align="center" colspan="2"><bold>Measured age</bold><break/><bold>(C14 B.P.)</bold></th>
<th valign="top" align="center"><bold>Depth</bold></th>
<th valign="top" align="center" colspan="2"><bold>2&#x003C3; Calibrated age range</bold><break/><bold>(B.C.E./C.E.)</bold></th>
<th valign="top" align="center"><bold>Median 2&#x003C3; calibrated age</bold><break/><bold>(B.C.E./C.E.)</bold></th>
<th valign="top" align="center" colspan="2"><bold>OxCal 2&#x003C3; modeled age</bold><break/><bold>(B.C.E./C.E.)</bold></th>
<th valign="top" align="center"><bold>Median 2&#x003C3; modeled agev</bold><break/><bold>(B.C.E/C.E.)</bold></th>
<th valign="top" align="center"><bold>Model agreement index</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">146795</td>
<td valign="top" align="center">385</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">106.5</td>
<td valign="top" align="center">1,445</td>
<td valign="top" align="center">1,620</td>
<td valign="top" align="center">1,532.5</td>
<td valign="top" align="center">1,560</td>
<td valign="top" align="center">1,633</td>
<td valign="top" align="center">1,596.5</td>
<td valign="top" align="center">99.9</td>
</tr>
<tr>
<td valign="top" align="left">209175</td>
<td valign="top" align="center">260</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">118.75</td>
<td valign="top" align="center">1,528</td>
<td valign="top" align="center">1,797</td>
<td valign="top" align="center">1,662.5</td>
<td valign="top" align="center">1,515</td>
<td valign="top" align="center">1,595</td>
<td valign="top" align="center">1,555</td>
<td valign="top" align="center">99.2</td>
</tr>
<tr>
<td valign="top" align="left">209176</td>
<td valign="top" align="center">560</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">138.75</td>
<td valign="top" align="center">1,311</td>
<td valign="top" align="center">1,425</td>
<td valign="top" align="center">1,368</td>
<td valign="top" align="center">1,312</td>
<td valign="top" align="center">1,425</td>
<td valign="top" align="center">1,368.5</td>
<td valign="top" align="center">105.7</td>
</tr>
<tr>
<td valign="top" align="left">209177</td>
<td valign="top" align="center">870</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">160.75</td>
<td valign="top" align="center">1,052</td>
<td valign="top" align="center">1,220</td>
<td valign="top" align="center">1,136</td>
<td valign="top" align="center">1,061</td>
<td valign="top" align="center">1,224</td>
<td valign="top" align="center">1,142.5</td>
<td valign="top" align="center">102.3</td>
</tr>
<tr>
<td valign="top" align="left">146797</td>
<td valign="top" align="center">1,080</td>
<td valign="top" align="center">&#x000B1;30</td>
<td valign="top" align="center">192</td>
<td valign="top" align="center">894</td>
<td valign="top" align="center">1,018</td>
<td valign="top" align="center">956</td>
<td valign="top" align="center">895</td>
<td valign="top" align="center">1,017</td>
<td valign="top" align="center">956</td>
<td valign="top" align="center">114.4</td>
</tr>
<tr>
<td valign="top" align="left">169170</td>
<td valign="top" align="center">1,380</td>
<td valign="top" align="center">&#x000B1;80</td>
<td valign="top" align="center">229.8</td>
<td valign="top" align="center">433</td>
<td valign="top" align="center">865</td>
<td valign="top" align="center">649</td>
<td valign="top" align="center">431</td>
<td valign="top" align="center">767</td>
<td valign="top" align="center">599</td>
<td valign="top" align="center">107.3</td>
</tr>
<tr>
<td valign="top" align="left">146798/146799</td>
<td valign="top" align="center">1,975/2,115</td>
<td valign="top" align="center">&#x000B1;20/45</td>
<td valign="top" align="center">267</td>
<td valign="top" align="center">&#x02212;44</td>
<td valign="top" align="center">53</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="center">&#x02212;40</td>
<td valign="top" align="center">61</td>
<td valign="top" align="center">10.5</td>
<td valign="top" align="center">55.9</td>
</tr>
<tr>
<td valign="top" align="left">209178</td>
<td valign="top" align="center">2,070</td>
<td valign="top" align="center">&#x000B1;30</td>
<td valign="top" align="center">299.25</td>
<td valign="top" align="center">&#x02212;174</td>
<td valign="top" align="center">&#x02212;1</td>
<td valign="top" align="center">&#x02212;87.5</td>
<td valign="top" align="center">&#x02212;188</td>
<td valign="top" align="center">&#x02212;50</td>
<td valign="top" align="center">&#x02212;119</td>
<td valign="top" align="center">85.5</td>
</tr>
<tr>
<td valign="top" align="left">209179</td>
<td valign="top" align="center">2,235</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">318.75</td>
<td valign="top" align="center">&#x02212;385</td>
<td valign="top" align="center">&#x02212;206</td>
<td valign="top" align="center">&#x02212;295.5</td>
<td valign="top" align="center">&#x02212;389</td>
<td valign="top" align="center">&#x02212;210</td>
<td valign="top" align="center">&#x02212;2,995</td>
<td valign="top" align="center">103</td>
</tr>
<tr>
<td valign="top" align="left">209180</td>
<td valign="top" align="center">2,515</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">332.75</td>
<td valign="top" align="center">&#x02212;791</td>
<td valign="top" align="center">&#x02212;543</td>
<td valign="top" align="center">&#x02212;667</td>
<td valign="top" align="center">&#x02212;789</td>
<td valign="top" align="center">&#x02212;543</td>
<td valign="top" align="center">&#x02212;666</td>
<td valign="top" align="center">101.2</td>
</tr>
<tr>
<td valign="top" align="left">146800</td>
<td valign="top" align="center">2,585</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">342</td>
<td valign="top" align="center">&#x02212;805</td>
<td valign="top" align="center">&#x02212;772</td>
<td valign="top" align="center">&#x02212;788.5</td>
<td valign="top" align="center">&#x02212;806</td>
<td valign="top" align="center">&#x02212;770</td>
<td valign="top" align="center">&#x02212;788</td>
<td valign="top" align="center">64.8</td>
</tr>
<tr>
<td valign="top" align="left">209181</td>
<td valign="top" align="center">2,990</td>
<td valign="top" align="center">&#x000B1;50</td>
<td valign="top" align="center">355.75</td>
<td valign="top" align="center">&#x02212;1,391</td>
<td valign="top" align="center">&#x02212;1,054</td>
<td valign="top" align="center">&#x02212;1,222.5</td>
<td valign="top" align="center">&#x02212;1,371</td>
<td valign="top" align="center">&#x02212;1,023</td>
<td valign="top" align="center">&#x02212;1,197</td>
<td valign="top" align="center">116.6</td>
</tr>
<tr>
<td valign="top" align="left">209182</td>
<td valign="top" align="center">3,220</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">378.75</td>
<td valign="top" align="center">&#x02212;1,527</td>
<td valign="top" align="center">&#x02212;1,439</td>
<td valign="top" align="center">&#x02212;1,483</td>
<td valign="top" align="center">&#x02212;1,596</td>
<td valign="top" align="center">&#x02212;1,436</td>
<td valign="top" align="center">&#x02212;1,516</td>
<td valign="top" align="center">130.8</td>
</tr>
<tr>
<td valign="top" align="left">209183</td>
<td valign="top" align="center">3,350</td>
<td valign="top" align="center">&#x000B1;35</td>
<td valign="top" align="center">382.75</td>
<td valign="top" align="center">&#x02212;1,739</td>
<td valign="top" align="center">&#x02212;1,531</td>
<td valign="top" align="center">&#x02212;1,635</td>
<td valign="top" align="center">&#x02212;1,728</td>
<td valign="top" align="center">&#x02212;1,529</td>
<td valign="top" align="center">&#x02212;1,628.5</td>
<td valign="top" align="center">118.4</td>
</tr>
<tr>
<td valign="top" align="left">209184</td>
<td valign="top" align="center">3,405</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">387.75</td>
<td valign="top" align="center">&#x02212;1,749</td>
<td valign="top" align="center">&#x02212;1,642</td>
<td valign="top" align="center">&#x02212;1,695.5</td>
<td valign="top" align="center">&#x02212;1,745</td>
<td valign="top" align="center">&#x02212;1,654</td>
<td valign="top" align="center">&#x02212;1,699.5</td>
<td valign="top" align="center">102.9</td>
</tr>
<tr>
<td valign="top" align="left">209185</td>
<td valign="top" align="center">3,415</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">390.75</td>
<td valign="top" align="center">&#x02212;1,767</td>
<td valign="top" align="center">&#x02212;1,658</td>
<td valign="top" align="center">&#x02212;1,712.5</td>
<td valign="top" align="center">&#x02212;1,757</td>
<td valign="top" align="center">&#x02212;1,667</td>
<td valign="top" align="center">&#x02212;1,712</td>
<td valign="top" align="center">110.1</td>
</tr>
<tr>
<td valign="top" align="left">209186</td>
<td valign="top" align="center">3,590</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">394.5</td>
<td valign="top" align="center">&#x02212;2,018</td>
<td valign="top" align="center">&#x02212;1,889</td>
<td valign="top" align="center">&#x02212;1,953.5</td>
<td valign="top" align="center">&#x02212;2,015</td>
<td valign="top" align="center">&#x02212;1,886</td>
<td valign="top" align="center">&#x02212;1,950.5</td>
<td valign="top" align="center">106.8</td>
</tr>
<tr>
<td valign="top" align="left">209188</td>
<td valign="top" align="center">3,700</td>
<td valign="top" align="center">&#x000B1;60</td>
<td valign="top" align="center">407.75</td>
<td valign="top" align="center">&#x02212;2,284</td>
<td valign="top" align="center">&#x02212;1,928</td>
<td valign="top" align="center">&#x02212;2,106</td>
<td valign="top" align="center">&#x02212;2,196</td>
<td valign="top" align="center">&#x02212;1,984</td>
<td valign="top" align="center">&#x02212;2,090</td>
<td valign="top" align="center">103.9</td>
</tr>
<tr>
<td valign="top" align="left">209189</td>
<td valign="top" align="center">3,750</td>
<td valign="top" align="center">&#x000B1;40</td>
<td valign="top" align="center">412.75</td>
<td valign="top" align="center">&#x02212;2,286</td>
<td valign="top" align="center">&#x02212;2,035</td>
<td valign="top" align="center">&#x02212;2,160.5</td>
<td valign="top" align="center">&#x02212;2,270</td>
<td valign="top" align="center">&#x02212;2,046</td>
<td valign="top" align="center">&#x02212;2,158</td>
<td valign="top" align="center">95.6</td>
</tr>
<tr>
<td valign="top" align="left">209190</td>
<td valign="top" align="center">3,750</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">413.75</td>
<td valign="top" align="center">&#x02212;2,278</td>
<td valign="top" align="center">&#x02212;2,041</td>
<td valign="top" align="center">&#x02212;2,159.5</td>
<td valign="top" align="center">&#x02212;2,273</td>
<td valign="top" align="center">&#x02212;2,052</td>
<td valign="top" align="center">&#x02212;2,162.5</td>
<td valign="top" align="center">100.4</td>
</tr>
<tr>
<td valign="top" align="left">146802</td>
<td valign="top" align="center">3,940</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">428.5</td>
<td valign="top" align="center">&#x02212;2,561</td>
<td valign="top" align="center">&#x02212;2,345</td>
<td valign="top" align="center">&#x02212;2,453</td>
<td valign="top" align="center">&#x02212;2,466</td>
<td valign="top" align="center">&#x02212;2,310</td>
<td valign="top" align="center">&#x02212;2,388</td>
<td valign="top" align="center">98.9</td>
</tr>
<tr>
<td valign="top" align="left">209191</td>
<td valign="top" align="center">3,875</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">431.25</td>
<td valign="top" align="center">&#x02212;2,465</td>
<td valign="top" align="center">&#x02212;2,286</td>
<td valign="top" align="center">&#x02212;2,375.5</td>
<td valign="top" align="center">&#x02212;2,468</td>
<td valign="top" align="center">&#x02212;2,343</td>
<td valign="top" align="center">&#x02212;2,405.5</td>
<td valign="top" align="center">101.1</td>
</tr>
<tr>
<td valign="top" align="left">209193</td>
<td valign="top" align="center">4,315</td>
<td valign="top" align="center">&#x000B1;30</td>
<td valign="top" align="center">467.25</td>
<td valign="top" align="center">&#x02212;3,013</td>
<td valign="top" align="center">&#x02212;2,888</td>
<td valign="top" align="center">&#x02212;2,950.5</td>
<td valign="top" align="center">&#x02212;3,011</td>
<td valign="top" align="center">&#x02212;2,888</td>
<td valign="top" align="center">&#x02212;2,949.5</td>
<td valign="top" align="center">96.1</td>
</tr>
<tr>
<td valign="top" align="left">209195</td>
<td valign="top" align="center">4,475</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">484.25</td>
<td valign="top" align="center">&#x02212;3,338</td>
<td valign="top" align="center">&#x02212;3,030</td>
<td valign="top" align="center">&#x02212;3,184</td>
<td valign="top" align="center">&#x02212;3,303</td>
<td valign="top" align="center">&#x02212;3,025</td>
<td valign="top" align="center">&#x02212;3,164</td>
<td valign="top" align="center">93</td>
</tr>
<tr>
<td valign="top" align="left">209196</td>
<td valign="top" align="center">4,570</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">498.25</td>
<td valign="top" align="center">&#x02212;3,491</td>
<td valign="top" align="center">&#x02212;3,119</td>
<td valign="top" align="center">&#x02212;3,305</td>
<td valign="top" align="center">&#x02212;3,361</td>
<td valign="top" align="center">&#x02212;3,118</td>
<td valign="top" align="center">&#x02212;3,239.5</td>
<td valign="top" align="center">92.6</td>
</tr>
<tr>
<td valign="top" align="left">193048</td>
<td valign="top" align="center">4,545</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">508.8</td>
<td valign="top" align="center">&#x02212;3,366</td>
<td valign="top" align="center">&#x02212;3,106</td>
<td valign="top" align="center">&#x02212;3,236</td>
<td valign="top" align="center">&#x02212;3,367</td>
<td valign="top" align="center">&#x02212;3,146</td>
<td valign="top" align="center">&#x02212;3,256.5</td>
<td valign="top" align="center">102.5</td>
</tr>
<tr>
<td valign="top" align="left">146803</td>
<td valign="top" align="center">4,570</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">519</td>
<td valign="top" align="center">&#x02212;3,485</td>
<td valign="top" align="center">&#x02212;3,126</td>
<td valign="top" align="center">&#x02212;3,305.5</td>
<td valign="top" align="center">&#x02212;3,659</td>
<td valign="top" align="center">&#x02212;3,194</td>
<td valign="top" align="center">&#x02212;3,426.5</td>
<td valign="top" align="center">100.8</td>
</tr>
<tr>
<td valign="top" align="left">193050</td>
<td valign="top" align="center">4,900</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">521.7</td>
<td valign="top" align="center">&#x02212;3,709</td>
<td valign="top" align="center">&#x02212;3,643</td>
<td valign="top" align="center">&#x02212;3,676</td>
<td valign="top" align="center">&#x02212;3,708</td>
<td valign="top" align="center">&#x02212;3,642</td>
<td valign="top" align="center">&#x02212;3,675</td>
<td valign="top" align="center">106.9</td>
</tr>
<tr>
<td valign="top" align="left">193051</td>
<td valign="top" align="center">4,995</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">532.9</td>
<td valign="top" align="center">&#x02212;3,927</td>
<td valign="top" align="center">&#x02212;3,704</td>
<td valign="top" align="center">&#x02212;3,815.5</td>
<td valign="top" align="center">&#x02212;3,913</td>
<td valign="top" align="center">&#x02212;3,705</td>
<td valign="top" align="center">&#x02212;3,809</td>
<td valign="top" align="center">100.7</td>
</tr>
<tr>
<td valign="top" align="left">193052</td>
<td valign="top" align="center">5,100</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">536.9</td>
<td valign="top" align="center">&#x02212;3,965</td>
<td valign="top" align="center">&#x02212;3,804</td>
<td valign="top" align="center">&#x02212;3,884.5</td>
<td valign="top" align="center">&#x02212;3,961</td>
<td valign="top" align="center">&#x02212;3,798</td>
<td valign="top" align="center">&#x02212;3,879.5</td>
<td valign="top" align="center">13.9</td>
</tr>
<tr>
<td valign="top" align="left">193054</td>
<td valign="top" align="center">5,130</td>
<td valign="top" align="center">&#x000B1;30</td>
<td valign="top" align="center">543.7</td>
<td valign="top" align="center">&#x02212;3,990</td>
<td valign="top" align="center">&#x02212;3,804</td>
<td valign="top" align="center">&#x02212;3,897</td>
<td valign="top" align="center">&#x02212;3,989</td>
<td valign="top" align="center">&#x02212;3,811</td>
<td valign="top" align="center">&#x02212;3,900</td>
<td valign="top" align="center">66</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref>209187</td>
<td valign="top" align="center">3,485</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">404.75</td>
<td valign="top" align="center">&#x02212;1,886</td>
<td valign="top" align="center">&#x02212;1,703</td>
<td valign="top" align="center">&#x02212;1,794.5</td>
<td valign="top" align="center">&#x02212;2,164</td>
<td valign="top" align="center">&#x02212;1,759</td>
<td valign="top" align="center">&#x02212;1,961.5</td>
<td valign="top" align="center">42</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref>209192</td>
<td valign="top" align="center">4,275</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">438.25</td>
<td valign="top" align="center">&#x02212;2,916</td>
<td valign="top" align="center">&#x02212;2,879</td>
<td valign="top" align="center">&#x02212;2,897.5</td>
<td valign="top" align="center">&#x02212;2,916</td>
<td valign="top" align="center">&#x02212;2,369</td>
<td valign="top" align="center">&#x02212;2,642.5</td>
<td valign="top" align="center">28.1</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref>209194</td>
<td valign="top" align="center">4,185</td>
<td valign="top" align="center">&#x000B1;40</td>
<td valign="top" align="center">472.25</td>
<td valign="top" align="center">&#x02212;2,892</td>
<td valign="top" align="center">&#x02212;2,633</td>
<td valign="top" align="center">&#x02212;2,762.5</td>
<td valign="top" align="center">&#x02212;3,145</td>
<td valign="top" align="center">&#x02212;2,755</td>
<td valign="top" align="center">&#x02212;2,950</td>
<td valign="top" align="center">22.8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref>209197</td>
<td valign="top" align="center">5,020</td>
<td valign="top" align="center">&#x000B1;60</td>
<td valign="top" align="center">499.25</td>
<td valign="top" align="center">&#x02212;3,958</td>
<td valign="top" align="center">&#x02212;3,674</td>
<td valign="top" align="center">&#x02212;3,816</td>
<td valign="top" align="center">&#x02212;3,386</td>
<td valign="top" align="center">&#x02212;3,116</td>
<td valign="top" align="center">&#x02212;3,251</td>
<td valign="top" align="center">6.9</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref>193049</td>
<td valign="top" align="center">5,090</td>
<td valign="top" align="center">&#x000B1;20</td>
<td valign="top" align="center">516.33</td>
<td valign="top" align="center">&#x02212;3,961</td>
<td valign="top" align="center">&#x02212;3,801</td>
<td valign="top" align="center">&#x02212;3,881</td>
<td valign="top" align="center">&#x02212;3,872</td>
<td valign="top" align="center">&#x02212;3,281</td>
<td valign="top" align="center">&#x02212;3,576.5</td>
<td valign="top" align="center">16.5</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref>193053</td>
<td valign="top" align="center">5,330</td>
<td valign="top" align="center">&#x000B1;25</td>
<td valign="top" align="center">541.3333</td>
<td valign="top" align="center">&#x02212;4,245</td>
<td valign="top" align="center">&#x02212;4,051</td>
<td valign="top" align="center">&#x02212;4,148</td>
<td valign="top" align="center">&#x02212;4,197</td>
<td valign="top" align="center">&#x02212;3,805</td>
<td valign="top" align="center">&#x02212;4,001</td>
<td valign="top" align="center">19.8</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><label>&#x0002A;</label><p><italic>Omitted dates identified by the general outlier model</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Fossil Pollen and Sporormiella Analysis</title>
<p>Fossil pollen was used to reconstruct the abundance and composition of past vegetation dynamics. Fossil pollen extraction and preparation followed standard palynological procedures applying the Oxford Long&#x02013;Term Ecology Laboratory (OxLEL) protocol (OxLEL, <xref ref-type="bibr" rid="B82">2016</xref>). Silicone oil was used as the mounting agent to allow for the rotation of grains, easing identification. Samples were spiked with known concentrations of an exotic marker, <italic>Lycopodium</italic> spores (batch No. 20848 or 9666), to calculate pollen accumulation rates. Pollen influx was calculated using pollen accumulation rates and sedimentation rate (Bennett and Willis, <xref ref-type="bibr" rid="B10">2001</xref>). Counting and identification of pollen grains were conducted at 400x and 1000x magnification. For each level a minimum of 300 terrestrial pollen grains were counted (<xref ref-type="supplementary-material" rid="SM3">Data Sheet 1</xref>). Morphological identification was achieved using (i) pollen databases (APSA, <xref ref-type="bibr" rid="B3">2007</xref>; Bush and Weng, <xref ref-type="bibr" rid="B19">2007</xref>; Martin and Harvey, <xref ref-type="bibr" rid="B70">2017</xref>); (ii) published plates: (Roubik and Moreno, <xref ref-type="bibr" rid="B96">1991</xref>; Willard et al., <xref ref-type="bibr" rid="B109">2004</xref>); and (iii) botanical reference materials from the OxLEL reference collection. In order to interpret the relative composition of the forest, coniferous and mixed&#x02014;hard&#x02014;wood forest (MHWF) canopy taxa were compared as a ratio. The abundance of <italic>Sporormiella</italic> spores was used to indicate herbivorous animal presence and abundance. <italic>Sporormiella</italic> spores were counted and morphologically identified on the same slides (Davis and Shafer, <xref ref-type="bibr" rid="B29">2006</xref>; Baker et al., <xref ref-type="bibr" rid="B5">2016</xref>).</p>
</sec>
<sec>
<title>Charcoal Analysis</title>
<p>Macroscopic fossil charcoal fragments (150 &#x003BC;m), were used to infer past occurrences of local fires where local is taken to represent burning within a 10 km radius of the catchment area (Gavin et al., <xref ref-type="bibr" rid="B43">2003</xref>; Lynch et al., <xref ref-type="bibr" rid="B67">2004</xref>; Higuera et al., <xref ref-type="bibr" rid="B48">2007</xref>, <xref ref-type="bibr" rid="B47">2011</xref>; Peters and Higuera, <xref ref-type="bibr" rid="B83">2007</xref>; Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>). All fragments over 150 &#x003BC;m in the 1 g samples were counted at 10x magnification.</p>
<p>Microscopic charcoal (&#x0003C;150 &#x003BC;m), representing a regional signal of up to 100 km (see Clark, <xref ref-type="bibr" rid="B22">1988</xref>), were also counted on the same slides, applying the point counting method at 400x magnification (Clark, <xref ref-type="bibr" rid="B23">1982</xref>). Microscopic charcoal counts were recorded until a minimum of 50 <italic>Lycopodium</italic> spores and 200 fields of view were encountered for each level to allow for influx of microscopic charcoal (cm<sup>2</sup> per year) to be calculated.</p>
</sec>
<sec>
<title>Data Handling</title>
<p>Pollen counts were converted to percentages, while S<italic>porormiella</italic>, macroscopic, and microscopic charcoal are presented as annual influx (Maher, <xref ref-type="bibr" rid="B69">1981</xref>; Bennett, <xref ref-type="bibr" rid="B8">1994</xref>; Bennett and Willis, <xref ref-type="bibr" rid="B10">2001</xref>; Whitlock and Larsen, <xref ref-type="bibr" rid="B108">2002</xref>; Baker et al., <xref ref-type="bibr" rid="B5">2016</xref>). To identify discrete zones in the resulting palynological diagrams, constrained hierarchical clustering upon the palynological assemblage was applied following the broken stick model (Bennett, <xref ref-type="bibr" rid="B9">1996</xref>).</p>
<p>Statistical analysis and presentation of data were performed using packages Vegan (Oksanen et al., <xref ref-type="bibr" rid="B80">2015</xref>) and Rioja (Juggins et al., <xref ref-type="bibr" rid="B56">2009</xref>) in base R (R. Core Team, <xref ref-type="bibr" rid="B90">2012</xref>). Before preforming all ordination analyses, the percentage data were square&#x02013;root transformed to normalize the distribution and for variance stabilization (Bennett and Willis, <xref ref-type="bibr" rid="B10">2001</xref>; Legendre and Legendre, <xref ref-type="bibr" rid="B60">2012</xref>). A square root transform was chosen because it can be applied to data sets containing zero values. Detrended Correspondence Analysis (DCA) was conducted upon the palynological assemblage data to check if it was appropriate to apply a linear or unimodal ordination method (Ter Braak and Prentice, <xref ref-type="bibr" rid="B100">1988</xref>). The site scores for the first axis of the DCA were then extracted to calculate the species turnover. Next, a Principal Component Analysis (PCA) was used to infer similarities between samples and the change in trajectories of composition of taxa through time, applying a singular value decomposition of the centered, but not scaled, data matrix. Finally, a Canonical Correspondence Analysis (CCA) was performed to quantify the relationship between environmental variables (fire and herbivory) and the palynological assemblage data. Ellipses representing the discrete Zones were calculated using standard parameterization (cos(theta &#x0002B; d/2), cos(theta &#x02013; d/2)), where cos(d) is the correlation of the parameters (see Murdoch and Chow, <xref ref-type="bibr" rid="B77">1996</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s5">
<title>Results</title>
<sec>
<title>Chronology and Resolution</title>
<p>The age&#x02013;depth model indicates that the sediment sequence (545&#x02013;105 cm) continuously (i.e., without hiatus) spans 4000B.C.E. to 1522C.E. (<xref ref-type="fig" rid="F3">Figure 3</xref>). The general outlier model (see Ramsey, <xref ref-type="bibr" rid="B88">2008</xref>) identified six dates as outliers and thus were removed from the overall age&#x02013;depth model (<xref ref-type="table" rid="T1">Table 1</xref>). The overall model agreement index was high (96.7), indicating there is very little variance between the modeled ages and the observational data. The sedimentation rate is on average 1.2 mm per year.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Age depth model for Cenote Kail.</p></caption>
<graphic xlink:href="ffgc-02-00034-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Palaeoecological Trends</title>
<p>Three statistically significant Zones were identified using the broken stick model (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>). Seventy&#x02013;six taxa were recognized in the palynological sequence extracted from Cenote Kail (see <xref ref-type="supplementary-material" rid="SM3">Supplementary Information</xref>). Throughout this sequence <italic>Pinus, Quercus</italic> and <italic>Morella cerifera</italic> dominate the arboreal component while Compositae and Poaceae are the most abundant herbaceous taxa (<xref ref-type="fig" rid="F5">Figure 5</xref>). Temporal spacing between samples is as follows: (i) Zone 1 represents an average spacing of 130 years spanning 1800 years (with a range of 68&#x02013;415 years); (ii) Zone 2 represents an average spacing of 137 years spanning 2300 years (with a range of 53&#x02013;192 years); and, (iii) Zone 3 represents an average of 90 years spanning 1400 years (with a range of 68&#x02013;160 years).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Canonical correspondence analysis of the palaeopalynological data set ordinated against independent environmental indicators of local fire (macroscopic charcoal), regional fire (microscopic charcoal), and herbivory (<italic>Sporormiella</italic>) <bold>(A)</bold>. Principal component analysis of the palaeopalynological data set <bold>(B)</bold>. Zones are derived from the broken stick model and are represented by ellipses at a confidence of 95%. Zone 1 &#x0003D; green triangles; Zone 2 &#x0003D; yellow squares; Zone 3 &#x0003D; blue circles.</p></caption>
<graphic xlink:href="ffgc-02-00034-g0004.tif"/>
</fig>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Palynological percentage diagram of taxa appearing in an abundance &#x0003E;2%; forest structure; coniferous to hardwood ratio; pollen influx; macroscopic and microscopic influx; DCA axis 1; and Occupation of Chinkultic (dark bands). The palynological data are expressed as a percentage of total land pollen.</p></caption>
<graphic xlink:href="ffgc-02-00034-g0005.tif"/>
</fig>
<p>Results from the CCA show that microscopic and macroscopic charcoal are significant environmental variables most associated with Zones 2 and 3, while <italic>Sporormiella</italic> is most associated with Zone 1 and is not statistically significant (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The PCA displays a distinct gradient and several associations between taxa and samples (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The first axis represents 20.2% of the variation, while axis two represents 10.5% of the variation. The arch between samples suggests that there is only one clear gradient. When the independently calculated palynological Zones are superimposed upon these quadrants, the top, and bottom right quadrants are most associated with Zone 1, the top left quadrant is most associated with Zone 2 and the bottom left quadrant is most associated with Zone 3 (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The first taxonomic association comprises canopy taxa <italic>Quercus</italic>, understory taxa Leguminosae, <italic>Myrica</italic>, Ericaceae, and the herbaceous and agrarian taxa <italic>Capsicum</italic>, which is most associated with Zone 1. The second taxonomic association comprises of understory taxa <italic>Juniperus</italic> and <italic>Terminalia</italic>, herbaceous taxa Polygalaceae, Apiaceae, Compositae <italic>Aphelandra</italic>, and agrarian taxa Capsicum most associated with Zone 2. The third taxonomic association comprises canopy taxa <italic>Pinus, Alnus</italic>, and <italic>Liquidambar</italic> together with understory taxa <italic>Morella cerifera</italic>, and herbaceous taxa Poaceae, and Campanulaceae, which is most associated with Zone 3 (<xref ref-type="fig" rid="F4">Figure 4B</xref>).</p>
<p>Zone 1 (545.75&#x02013;421 cm, 14 samples, 4000&#x02013;2200B.C.E.) spans <italic>c</italic>.1800 years concurrent with the last 2000 years of the Archaic Period (10,000&#x02013;2000B.C.E.) (<xref ref-type="fig" rid="F5">Figure 5</xref>). This Zone is predominantly defined by POF taxa <italic>Quercus</italic> (25.9%) and <italic>Pinus</italic> (11%) alongside herbaceous taxa Compositae (27.6%). Between 4000 and 3300 B.C.E. there is evidence for a decline in canopy taxa (from 61.3 to 37.3% of the total pollen sum), particularly <italic>Quercus</italic> (18&#x02013;9.7%). In contrast, <italic>Pinus</italic> became abundant during this period, rising from 4000B.C.E. (2.3%) to 3300B.C.E. (16.7%). <italic>Myrica</italic> and <italic>Alnus</italic> are mostly present throughout this Zone, peaking at 3100B.C.E. (15.3%). <italic>Brosimum</italic> (0&#x02013;4.3%), Anacardiaceae (0.3&#x02013;4.3%), Leguminosae (0&#x02013;6.3%), <italic>Morella cerifera</italic>, and Rubiaceae (0&#x02013;9%) are present in low abundance and on average decrease from 4000 to 2200B.C.E. The ratio of coniferous to MHWF is on average 30:70. The coniferous to MHWF ratio changes from 25:75 to 66:34 between 3700 and 3300B.C.E. Compositae abundance increases between 4000 and 3200B.C.E. (17.3&#x02013;35.3%) and peaks at 2900B.C.E. (53.3%) and 2700B.C.E. (47.3%). Amaranthaceae is present at 10.3% from 4000B.C.E. but subsequently declines leading up to 3700B.C.E. (1.3%). <italic>Capsicum</italic> appears and increases from 3850 to 3300 B.C.E. (0.3&#x02013;5.3%), and Polygalaceae follows a similar trend, peaking at 3300B.C.E. (4.3%). Poaceae is stable and in low abundance throughout the record (2.3&#x02013;5.6%). Pollen influx is low, decreasing from 4000 to 3300B.C.E. (965&#x02013;344 grains x10<sup>3</sup> cm<sup>2</sup> per year) and increasing after 2300B.C.E. (1,919 grains x10<sup>4</sup> cm<sup>2</sup> per year). <italic>Sporomiella</italic> abundance is relatively high and stable (2.6&#x02013;10.5%), falling below 4% abundance at 3100B.C.E. (2.6%), 2700B.C.E. (2.9%), and 2320B.C.E. (3.8%); there is a sustained high abundance of &#x0003E;10% between 2600 and 2500B.C.E. (10.2&#x02013;13.3%). Macroscopic and microscopic charcoal are relatively low, decreasing between 4000 and 3000B.C.E. (macroscopic charcoal: 0.44&#x02013;0.32 particles cm<sup>2</sup> per year; and, microscopic charcoal: 552&#x02013;86 particles cm<sup>2</sup>yr<sup>1</sup>) then increasing through to 2300B.C.E (macroscopic: 1.2 particles cm<sup>2</sup> per year; and, microscopic: 770 particles cm<sup>2</sup> per year).</p>
<p>Zone 2 (412&#x02212;263.5cm, 17 samples, 2200B.C.E&#x02212;100C.E.) spans 2100 years, including the Early, Middle, and Late Pre&#x02013;Classic Periods (2000&#x02013;B.C.E.&#x02212;100C.E.) and is defined by arboreal taxa <italic>Quercus, Pinus</italic> and <italic>Morella cerifera</italic> and herbaceous taxa Compositae, Poaceae, and <italic>Zea mays</italic> (<xref ref-type="fig" rid="F5">Figure 5</xref>). <italic>Quercus</italic> continues to dominate the arboreal component (23%) but decreases between 1550 and 970B.C.E. (34&#x02013;6%). After 970B.C.E. (6%) <italic>Quercus</italic> recovers until 550B.C.E. (43%) before decreasing rapidly by 350C.E. (17.3%) and stabilizing by 100C.E. (13%). <italic>Pinus</italic> continues to be persistently present and in stable abundance with slight increases between 1550 and 650B.C.E. (4.6&#x02013;17.7%) and a larger increase from 340B.C.E.&#x02212;100C.E. (6.3&#x02013;28.3%). The low ratio of coniferous to MHWF taxa indicates relatively abundant MHWF, particularly <italic>Quercus</italic> (47:63), with a turnover to more coniferous taxa between 1150 and 970B.C.E. (17:83&#x02013;74:26) and 230B.C.E.&#x02212;50C.E. (4:6&#x02013;7:3). <italic>Morella cerifera first</italic> substantially enters the record from 970B.C.E. (10.3%) but does not establish until 230B.C.E. where it rises to the second most abundant forest taxa through to 100C.E. (19.7%). Prior to the arrival of <italic>Zea mays</italic> (<italic>c</italic>.1000B.C.E.), Amaranthaceae abundance briefly increases c.1150B.C.E. (5.3%). The rise of <italic>Zea mays</italic> from 970B.C.E. (8.6%) peaks at 930B.C.E. (17%) and is abundant until 650B.C.E. (4.6%). Polygalaceae re&#x02013;establishes between 1350 and 750B.C.E. (4&#x02013;3.3%). Poaceae begins to increase from 1150B.C.E (2%) through to 100C.E. (11.5%), while Compositae remains the dominant herbaceous taxa (33.1%). Pollen influx is high overall during this Zone, peaking at 1150B.C.E. (175 &#x000D7; 10<sup>4</sup> grains cm<sup>2</sup> per year), with the exception of lower values at 970B.C.E. (577 &#x000D7; 10<sup>3</sup> grains cm<sup>2</sup> per year) and again between 650 and 550B.C.E. (810&#x02013;781 &#x000D7; 10<sup>3</sup> grains cm<sup>2</sup> per year) and 340&#x02013;130B.C.E. (881&#x02013; 98 &#x000D7; 10<sup>3</sup> grains cm<sup>2</sup> per year). Macroscopic charcoal rises substantially after 1150B.C.E. (1.25 particles cm<sup>2</sup> per year) until 50C.E. (24.9 particles cm<sup>2</sup> per year). Microscopic charcoal follows a similar trend; however, it begins to increase from the beginning of this Zone (1,163 particles cm<sup>2</sup> per year) and peaks at 970B.C.E. (4,004 particles cm<sup>2</sup> per year), increasing again from 650 B.C.E. to 50C.E. (911&#x02013;5,660 particles cm<sup>2</sup> per year). <italic>Sporormiella</italic> continues to be high in abundance and remains stable (0.6&#x02013;8.8%) but on average is lower (4.4%) than in Zone 1 (7.2%). There are particularly high abundances of <italic>Sporormiella</italic> from 2100B.C.E. (7.4%) to 1750B.C.E. (8.8%), 930B.C.E (6.5%), and at 550B.C.E. (7.7%).</p>
<p>Zone 3 (254.5&#x02013;114 cm, 15 samples, 100&#x02013;1,522C.E.) encompasses <italic>c</italic>.1400 years and is defined by the arboreal components: <italic>Pinus, Quercus, Morella cerifera</italic>, and <italic>Liquidambar</italic>, and herbaceous components: Compositae and Poaceae (<xref ref-type="fig" rid="F5">Figure 5</xref>). This zone is representative of the Terminal Preclassic (150&#x02013;250C.E.), Classic (250&#x02013;950C.E.) and Post&#x02013;Classic Periods (950&#x02013;1,522C.E.). <italic>Quercus</italic> and <italic>Morella cerifera</italic> decline between 200 and 1,070C.E. (30&#x02013;4.7%) while <italic>Pinus</italic> increases (21.3&#x02013;64%). <italic>Liquidambar</italic> establishes and rises from 1070C.E. (0.7%) through to 1522C.E. (9.3%). Of the remaining MHWF canopy taxa, <italic>Alnus</italic> increases after 850.C.E. (1.3%) through to 1150C.E. (6.3%) and then again from 1200 to 1,522.E. (0.7&#x02013;6.3%). The coniferous to MHWF ratio increases between 100 and 1,522C.E. (78:22) in favor of coniferous taxa. Compositae remains in high abundance (22.9%) but decreases after 850C.E. (45.3%) through to 1522C.E. (7.7%). Poaceae increases from 200 to 650C.E. (15.7&#x02013;28%). Pollen influx decreases from 200C.E. through to 1522C.E. (10 to 20 &#x000D7; 10<sup>4</sup> grains cm<sup>2</sup> per year). <italic>Sporormiella</italic> abundance increases from 70B.C.E. (0.9%) through to 200C.E. (7.1%) then decreases until the end of this Zone (4.1%). Overall <italic>Sporormiella</italic> abundance is comparatively lower (3.3%) than in Zone 2 (4.4%). Influx of macroscopic and microscopic charcoal decreases from 200 to 1000C.E. (macroscopic charcoal: 0.44&#x02013;0.32 particles cm<sup>2</sup> per year; and, microscopic charcoal: 552&#x02013;86 particles cm<sup>2</sup> per year).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s6">
<title>Discussion</title>
<sec>
<title>The Natural Baseline Vegetation</title>
<p>This palaeoenvironmental sequence represents the vegetation dynamics of the Maya uplands of Guatemala from 4000B.C.E. to 1522C.E. Our data indicate that the natural baseline of this region is best described as OF to MPOF. This deciduous coniferous mosaic of oak dominated forests largely persisted from 4000 to 230B.C.E. after which, the vegetation assemblage deviates away from the natural baseline toward pine dominated forests. Deviation from the natural baseline was attributed to extensive and prolonged anthropogenic settlement and activities surrounding agrarian practices and use of fire for architectural developments (Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>). While our record suggests that this region has been predominantly forested through time, there is clear evidence for compositional changes in flora as a direct result of anthropogenic activities, particularly between 3700 and 3300B.C.E. and from 1000B.C.E.&#x02212;1522C.E. (<xref ref-type="fig" rid="F5">Figure 5</xref>). For example, the transition from MPOF in Zone 1 (4000&#x02013;2200B.C.E.) through to PFs in Zone 3 (100&#x02013;1522C.E.) is reflected in the taxonomic associations of the PCA and the environmental drivers presented in the CCA (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
</sec>
<sec>
<title>Anthropogenic Impacts and Agrarian Practices</title>
<p>Archaeological records have widely found that village farming became firmly established across the wider Maya Area after <italic>c</italic>.1800B.C.E. (Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>). This is reflected in the interpretations of the reconstructed palynological assemblages for both the Maya lowlands and the upland areas (<xref ref-type="fig" rid="F2">Figure 2</xref>). Disturbance driven by anthropogenic activities, such as: (i) agricultural practices (e.g., Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>); (ii) rearing livestock (Lovell, <xref ref-type="bibr" rid="B65">1985</xref>); (iii) timber extraction (e.g., Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>; Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>); and (iv) lime production (Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>), can initiate or maintain local vegetation succession impacting: (i) forest composition, (ii) structure, and (iii) regeneration (Gonz&#x000E1;lez-Espinosa et al., <xref ref-type="bibr" rid="B44">1991</xref>).</p>
<p>Archaic populations from the Maya Area combined agriculture (e.g., pepper, beans, maize, squash, and chili) with hunting and gathering from as early as 5200B.C.E. (Pope et al., <xref ref-type="bibr" rid="B86">2001</xref>). Evidence for agriculture from Centote Kail is first indicated by vegetation changes from 4000B.C.E. The observed changes include (i) a decline in canopy and understory taxa; (ii) increases in weedy disturbance taxa; (iii) a very small increase in local and regional burning; (iv) and the presence of cultivated taxa such as <italic>Capsicum</italic> (White, <xref ref-type="bibr" rid="B107">1999</xref>), between <italic>c</italic>.3850 and 3300B.C.E. or <italic>Zea mays</italic>between <italic>c</italic>.970 and 550B.C.E. (<xref ref-type="fig" rid="F5">Figure 5</xref>). A mixture of traditional hunter&#x02013;gather practices combined with limited agriculture is exemplified by the abundance and variety of edible fruits and nuts (e.g., <italic>Brosimum, Myrica</italic>, and Anacardiaceae) and high abundance of fauna as indicated by the influx of <italic>Sporormiella</italic>.</p>
<p>Little is known about the Pre&#x02013;Columbian human habitation of the upland Maya Areas, particularly during the Archaic, due to a scant archaeological record (MacNeish, <xref ref-type="bibr" rid="B68">1982</xref>; Clark and Cheetham, <xref ref-type="bibr" rid="B21">2002</xref>; Lohse et al., <xref ref-type="bibr" rid="B63">2006</xref>; Lohse, <xref ref-type="bibr" rid="B62">2009</xref>). Evidence from Cenote Kail suggests that people were manipulating the uplands of Guatemala from at least <italic>c</italic>.4000B.C.E. and practicing agriculture from <italic>c</italic>.3850B.C.E. This is the earliest palynological evidence for agriculture in the Southern Maya Area, preceding evidence from lowland Pacific Guatemala and from El Salvador, which all indicate agrarian practices established from <italic>c</italic>.3500B.C.E. (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>; Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>). Based on this evidence, we hypothesize that agriculture in the Southern Maya Area started in the uplands and spread to the lowlands, driven by increasingly favorable climatic conditions in the lowlands during the Holocene Thermal Maximum (6000&#x02013;3000BC.E.) (Ford and Nigh, <xref ref-type="bibr" rid="B40">2009</xref>). Human populations dispersed with the expansion of the lowland forests (Rosenmeier et al., <xref ref-type="bibr" rid="B95">2002</xref>; Hillesheim et al., <xref ref-type="bibr" rid="B49">2005</xref>; Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>; Wahl et al., <xref ref-type="bibr" rid="B105">2006</xref>, <xref ref-type="bibr" rid="B104">2014</xref>; Bush et al., <xref ref-type="bibr" rid="B17">2009</xref>; Mueller et al., <xref ref-type="bibr" rid="B75">2009</xref>; Escobar et al., <xref ref-type="bibr" rid="B36">2012</xref>), increasingly interacting with the tropical forest ecosystem and gaining ethnobotanical knowledge (Ford and Nigh, <xref ref-type="bibr" rid="B40">2009</xref>).</p>
<p>The start of the Pre&#x02013;Classic (2000B.C.E.) is marked by the first appearance of state level settlements and an increased reliance on domesticated crops, particularly <italic>Zea mays</italic> (Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>). Settlements and agriculture were concentrated around water bodies, such as Cenotes, which provided reliable access to fresh water for sustenance and agriculture (Lucero et al., <xref ref-type="bibr" rid="B66">2014</xref>). Although pollen records have been used to document the spread of maize agriculture in the Maya Area, most of these records are from the lowlands (<xref ref-type="fig" rid="F1">Figure 1</xref>). Consequently, our understanding of the initial arrival of maize in the uplands of Central America is poor. Results from Cenote Kail are filling this gap. For example, traditional <italic>Zea mays</italic> agriculture is evident from 970B.C.E. in the Cenote Kail record. This is late compared to the uplands of El Salvador, <italic>c</italic>.2500B.C.E. (Dull, <xref ref-type="bibr" rid="B32">2004a</xref>); however, the relative palynological abundance of <italic>Zea mays</italic> found in Cenote Kail, suggests that the expanse of agriculture in the Guatemala highlands was much greater. <italic>Zea mays</italic> agriculture is typically associated with <italic>Milpa</italic> (e.g., Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>), which entails a 5&#x02013;10 year cycle between periods of cultivation and fallow (Cowgill, <xref ref-type="bibr" rid="B28">1962</xref>). Intensification of milpa cycling due to increasing human populations commonly leads to the depletion of nutrients in the soil (Ford and Nigh, <xref ref-type="bibr" rid="B40">2009</xref>). We suggest that after 550B.C.E the agricultural settlement surrounding Cenote Kail was abandoned in favor of more productive soils in the lowlands.</p>
<p>By <italic>c</italic>.350B.C.E. large pyramids were being built across the Maya Area including the establishment of Chinkultic <italic>c</italic>.50B.C.E. (Ball, <xref ref-type="bibr" rid="B6">1980</xref>). These pyramids were typically covered in plaster for architectural as well as decorative purposes (Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>). The production of this lime plaster involved the burning of powdered limestone (Oates, <xref ref-type="bibr" rid="B79">2008</xref>). Monuments built during the Pre&#x02013;Classic period were covered in this plaster (Hansen, <xref ref-type="bibr" rid="B45">2001</xref>, <xref ref-type="bibr" rid="B46">2012</xref>; Anderson and Wahl, <xref ref-type="bibr" rid="B2">2016</xref>). Hansen (<xref ref-type="bibr" rid="B46">2012</xref>) reports that floor thickness alone could exceed 13cm. Anderson and Wahl (<xref ref-type="bibr" rid="B2">2016</xref>) explore the amount of fuel required to produce sufficient lime to meet the demands of this monument building and the impact that this might have had on the forest environment. They calculate 192 km<sup>2</sup> of forest would have been required for burning to create enough plaster for the construction of El Mirador in the central Maya Area. While Chinkultic is significantly smaller than El Mirador, the required plaster to create the complex of temples and ball courts would have been extensive. Agriculture in the Guatemala highlands culminated <italic>c</italic>.400 years before the Chinkultic settlement was established (Ball, <xref ref-type="bibr" rid="B6">1980</xref>). Therefore, we suggest that the large increase of macroscopic and microscopic charcoal from <italic>c</italic>.200B.C.E. in Cenote Kail might relate to the production of lime plaster at Chinkultic, coinciding with its founding. The extraction of wood from the surrounding forests for burning is reflected in the structure of these POF as well as patterns for local and regional burning.</p>
</sec>
<sec>
<title>Forest Structure, Composition, and Successional Regeneration</title>
<p>Relatively equal abundances of canopy, understory, and herbaceous taxa from 4000 to 3700B.C.E. indicate a diverse and stratified forest structure comprising at least three vegetative levels. The high diversity of taxa, particularly in the understory (e.g., Leguminosae, Anacardiaceae<italic>, Myrica</italic>, and Rubiaceae), suggests a relatively low and open canopy allowing light to penetrate to the forest floor (Bush, <xref ref-type="bibr" rid="B16">2000</xref>). This structure is typical of middle succession in mixed POF after a large clearance event (Peterson and Reich, <xref ref-type="bibr" rid="B84">2001</xref>).</p>
<p>Weedy disturbance taxa (e.g., Amaranthaceae), reductions in canopy taxa (e.g., <italic>Quercus</italic>) and the creation of more open habitats exemplify anthropogenic disturbance prior to the agrarian establishment of <italic>Zea mays</italic> (e.g., Dull, <xref ref-type="bibr" rid="B32">2004a</xref>,<xref ref-type="bibr" rid="B33">b</xref>, <xref ref-type="bibr" rid="B34">2007</xref>). Anthropogenic impacts, as indicated by agricultural grains and reductions in forest taxa in Zone 1 occur at Cenote Kail between <italic>c</italic>.4000 and 3300B.C.E. Disturbance to the natural vegetation baseline was likely caused by settlement and agrarian practices directly surrounding Cenote Kail. After 3300B.C.E. cultivation ceases and arboreal taxa (understory and canopy) re&#x02013;establish within <italic>c</italic>.100 years (3200&#x02013;3100B.C.E.). This follows the expected recovery time of <italic>c</italic>.80 years for POF (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>; Figueroa-Rangel et al., <xref ref-type="bibr" rid="B37">2008</xref>). By 2600B.C.E. the mature structure of the POF are well-established and persist in relative equilibrium until further anthropogenic disturbance at 1150C.E. Deforestation, agrarian cultivar, and increased regional burning surrounding Cenote Kail all coincide at <italic>c</italic>.1000B.C.E. (<xref ref-type="fig" rid="F5">Figure 5</xref>), and are attributed to the expansion and development of the Pre&#x02013;Classic Maya (e.g., Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>). Increases in local and regional burning from the onset of Pre&#x02013;Classic agriculture marks the sustained decline and eventual transition of POF to Pine dominated forests.</p>
<p>Plant community composition after burning is often explained by: (i) the sprouting ability of dominant species, (ii) the ability of subdominant species to increase in numbers, and (iii) the failure of invasive species to become established (Elliott et al., <xref ref-type="bibr" rid="B35">1999</xref>, McDonald et al., <xref ref-type="bibr" rid="B72">2003</xref>). Many species of oak rapidly sprout from their root collar after burning (e.g., <italic>Quercus insignis, Q. skinneri</italic>), dominating early successional stands (Barnes and Van Lear, <xref ref-type="bibr" rid="B7">1998</xref>; Kirby and Watkins, <xref ref-type="bibr" rid="B58">2015</xref>). However, several species of pine have also adapted to fire through the development of thick bark, serotiny, rapid growth, and sprouting, including <italic>Pinus teocote</italic> and <italic>P. pseudostrobus</italic> (Richardson, <xref ref-type="bibr" rid="B92">2000</xref>; Rodr&#x000ED;guez-Trejo and Ful&#x000E9;, <xref ref-type="bibr" rid="B94">2003</xref>). The early successional formation of oak dominance is evident between 970 and 550B.C.E. (<xref ref-type="fig" rid="F5">Figure 5</xref>). As the forest becomes more established, oak abundance typically diminishes under faster-growing conifers (Sheffer, <xref ref-type="bibr" rid="B98">2012</xref>).</p>
<p>Extraction of wood, sustained land clearance, and most importantly burning has changed the structure of the POF from oak-dominated to pine-dominated (<xref ref-type="fig" rid="F5">Figure 5</xref>). Additionally, herbivores, such as the white&#x02013;tailed deer (<italic>Odocoileus virginianus</italic>) may also have impacted forest composition and regeneration through selective browsing on young saplings and individual species (Vera, <xref ref-type="bibr" rid="B103">2000</xref>; Kirby and Watkins, <xref ref-type="bibr" rid="B58">2015</xref>). We suggest that the coppice systems created by the Maya are particularly vulnerable to browsing from medium and large sized herbivores (Joys et al., <xref ref-type="bibr" rid="B54">2004</xref>). Pines have been found to be preferentially browsed compared with other arboreal taxa (Blair and Brunett, <xref ref-type="bibr" rid="B12">1980</xref>). While overall herbivore abundance decreases through time, their browsing impacts upon forest structure may have been particularly important to recovery after prolonged disturbance (Joys et al., <xref ref-type="bibr" rid="B54">2004</xref>).</p>
<p>The pine-dominated forests become increasingly established between 150B.C.E. and 1070C.E. (<xref ref-type="fig" rid="F5">Figure 5</xref>). When coniferous forests form closed stands, they change the environment beneath them. The most substantial changes involve the greater uptake of soil water and decrease of light reaching the ground (Jucker et al., <xref ref-type="bibr" rid="B55">2014</xref>). The combination of these factors makes it almost impossible for other arboreal taxa to establish and grow (Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). For example, most species of oak suffer increased reproductive failure under closed canopy conditions (Jucker et al., <xref ref-type="bibr" rid="B55">2014</xref>), relying on the dispersal of acorns to forest edges or clearings through animal transport (Lopez-Barrera, <xref ref-type="bibr" rid="B64">2003</xref>; Kappelle, <xref ref-type="bibr" rid="B57">2006</xref>). Large herbivores, such as the Baird tapir (<italic>Tapirus bairdii</italic>), are important to the structure and diversity of recovering POF due to their role as long distance seed dispersers, ingesting whole seeds and dropping them intact with their feces (Bodmer, <xref ref-type="bibr" rid="B13">1991</xref>; Rodrigues et al., <xref ref-type="bibr" rid="B93">1993</xref>; Fragoso, <xref ref-type="bibr" rid="B41">1997</xref>; Olmos, <xref ref-type="bibr" rid="B81">1997</xref>; Lawton, <xref ref-type="bibr" rid="B59">2000</xref>). The reduction of herbivore abundance during the transition of oak dominated POF to pine dominated POF at Cenote Kail (<italic>c</italic>.220B.C.E.) is likely to have contributed to the established rise in pine. Coniferous forest stands remain dominant until they are removed through felling or die of disease, insect attack or old age (Jones, <xref ref-type="bibr" rid="B53">1974</xref>). The transition from pine dominated coniferous forests to MHWF is gradual and relies upon the breakup of the coniferous forest canopy to allow for secondary canopy taxa to rise through (Jones, <xref ref-type="bibr" rid="B53">1974</xref>). The establishment of <italic>Quercus, Liquidambar</italic> and <italic>Alnus</italic> at Cenote Kail after <italic>c</italic>.850C.E. demonstrates this final transition back to MHWF dominance (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<p>Results from this study indicate that fire has been the most important driver of vegetative change in this ecosystem throughout the last <italic>c</italic>.6000 years, particularly during the Pre&#x02013;Classic and Classic periods (2000B.C.E.&#x02212;950C.E.). Fire driven change from MHWF (oak&#x02013;dominated) to coniferous forests (pine&#x02013;dominated) has previously been attributed to climate driven aridity (e.g. Figueroa-Rangel et al., <xref ref-type="bibr" rid="B37">2008</xref>, <xref ref-type="bibr" rid="B38">2010</xref>, <xref ref-type="bibr" rid="B39">2012</xref>); however, our study suggests that anthropogenic activity is the most likely source of burning and overall vegetative change. The predominantly anthropogenic signal for burning represented in Cenote Kail is inferred through the combined evidence of: (i) agricultural practices, (ii) reduction of MHWF taxa, and (iii) rapid increase of burning coinciding with the establishment and expansion of nearby Maya temples and settlements (e.g., Chinkultic).</p>
<p>Terrestrial hydroclimatic reconstructions from the upland Maya Area suggest that only modest changes in precipitation amounts occurred over the last several millennia. Climatic evidence from Lago Amatitlan indicates lower lake levels from 250B.C.E. to 125C.E. and 875 to 1375C.E., which has been attributed to a decline in water level resulting from either a drier climate and/or reforestation after anthropogenic abandonment (Velez et al., <xref ref-type="bibr" rid="B102">2011</xref>). Also, evidence from San Lorenzo (Chiapas) indicates generally wetter conditions from <italic>c</italic>.1400&#x02013;700B.C.E., 500&#x02013;850B.C.E., and <italic>c</italic>.1200&#x02013;1522C.E. interrupted by periods of drought from <italic>c</italic>.700&#x02013;500B.C.E. and <italic>c</italic>.850&#x02013;1200C.E. (Franco-Gaviria et al., <xref ref-type="bibr" rid="B42">2018</xref>). These records suggest that although climate may have played an abetting role in driving forest dynamics, the timing of these hydroclimatic changes do not reflect the forest and fire dynamics reconstructed from Cenote Kail. Our findings suggest that anthropogenic activities revolving around agriculture and architectural developments have initiated and maintained successive regeneration of vegetation from mixed oak dominated forests to pine dominated forests. However, further work investigating past hydroclimate changes for this region will be required to fully understand the role of climate as an independent driver of the vegetation surrounding Cenote Kail.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s7">
<title>Conclusions</title>
<p>The sedimentary sequence from Cenote Kail was continuously deposited from 4000B.C.E. to 1522C.E. and provides a record of past changes in vegetation and human impacts. We have found that POF within the Southern Maya area were transformed by Pre&#x02013;Columbian human populations through practices of agriculture and architectural developments over thousands of years extending back into the Archaic Period (Betz, <xref ref-type="bibr" rid="B11">1997</xref>; Piperno and Pearsall, <xref ref-type="bibr" rid="B85">1998</xref>; Smith, <xref ref-type="bibr" rid="B99">1998</xref>; Dull, <xref ref-type="bibr" rid="B32">2004a</xref>; Neff et al., <xref ref-type="bibr" rid="B78">2006</xref>). Three successional phases can be discerned following a combination of natural and anthropogenically modified successional pathways. The Archaic period is defined by light anthropogenic disturbance, centered around some land clearance for agriculture. <italic>Zea mays</italic> cultivation is prevalent from 970 to 550B.C.E., after which time sedentary agriculture does not appear to be widely practiced. Herbivorous animals, such as deer and tapir, are likely to have played an important role in forest recovery after disturbance; however, discerning their individual impacts would require further research. Persistent high intensity burning for lime production during the Late&#x02013;Pre-Classic to Classic Period are suggested to have resulted in a turnover of forest structure <italic>c</italic>.150B.C.E. from oak-dominated POF to pine-dominated POF. Evidence for the fragmentation, degradation and subsequent recovery of these MTF over the past <italic>c</italic>.6000 years provides a valuable comparison for the present&#x02013;day anthropogenic activities that are driving current changes in this region. To protect the remaining intact fragments of these MTF and to encourage the recovery of areas that have suffered past compositional or structural shifts, fire needs to be carefully managed.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>WH conceived the presented idea with input from SN, KW, and GP. WH conducted all palaeoecological lab work, statistical analysis, and age-depth modeling. SN and KW verified the analytical methods. NS and BS conducted the field work. NS carried out the radiocarbon dating. KW, SN, NS, and GP helped supervise the project. WH drafted the final manuscript. All authors discussed the results contributing to the final manuscript.</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>The authors would like to thank both reviews and the editor for their thoughtful, constructive, and insightful comments. This research was funded by the Natural Environment Research Council of the United Kingdom NE/L002612/1, US National Science Foundation (EAR&#x02212;1502989) and St. Edmund Hall, University of Oxford. Gillian Petrokofsky is funded by a European Commission LIFE&#x0002B; grant.</p>
</ack>
<sec sec-type="supplementary-material" id="s9">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/ffgc.2019.00034/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/ffgc.2019.00034/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 1</label>
<caption><p>Sites represented on <xref ref-type="supplementary-material" rid="SM2">Figures 1</xref> and <xref ref-type="supplementary-material" rid="SM2">2</xref>.</p></caption> </supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM2" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 2</label>
<caption><p>Images of palynological taxa at 400x magnification identified from Cenote Kail.</p></caption></supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM3" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Data Sheet 1</label>
<caption><p>Raw Palaeoecological Data.</p></caption></supplementary-material>
</sec>
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