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  PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd">
<article article-type="research-article" dtd-version="1.0" specific-use="sps-1.8" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">rica</journal-id>
			<journal-title-group>
				<journal-title>Revista internacional de contaminación ambiental</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Rev. Int. Contam.
					Ambient</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0188-4999</issn>
			<publisher>
				<publisher-name>Universidad Nacional Autónoma de México, Centro de Ciencias de la Atmósfera</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.20937/RICA.53218</article-id>
			<article-id pub-id-type="publisher-id">00016</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artículos</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>SORPTION AND LEACHING OF METALS IN THE SOIL DUE TO APPLICATION OF
					DISSOLVED ORGANIC MATTER</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>ADSORCIÓN Y LIXIVIACIÓN DE METALES EN EL SUELO DEBIDO A LA
						APLICACIÓN DE MATERIA ORGÁNICA DISUELTA</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Suszek Gonçalves</surname>
						<given-names>Morgana</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<xref ref-type="corresp" rid="c1">*</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Silva</surname>
						<given-names>Luiz Carlos Santos Da</given-names>
						<suffix>Junior</suffix>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Bettin</surname>
						<given-names>João Paulo</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Kummer</surname>
						<given-names>Larissa</given-names>
					</name>
					<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>1</label>
				<institution content-type="original">Federal University of Technology-Paraná, Via
					Rosalina Maria dos Santos 1233, 97301-899, Campo Mourão, Paraná,
					Brazil</institution>
				<institution content-type="normalized">Universidade Tecnológica Federal do
					Paraná</institution>
				<institution content-type="orgname">Federal University of
					Technology-Paraná</institution>
				<addr-line>
					<named-content content-type="city">Campo Mourão</named-content>
          <named-content content-type="state">Paraná</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>morgana@utfpr.edu.br</email>
			</aff>
			<aff id="aff2">
				<label>2</label>
				<institution content-type="original">Federal University of Technology-Paraná, Linha
					Santa Bárbara s/n, 85601-970, Francisco Beltrão, Paraná, Brazil</institution>
				<institution content-type="normalized">Universidade Tecnológica Federal do
					Paraná</institution>
				<institution content-type="orgname">Federal University of
					Technology-Paraná</institution>
				<addr-line>
					<named-content content-type="city">Francisco Beltrão</named-content>
          <named-content content-type="state">Paraná</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
			</aff>
			<aff id="aff3">
				<label>3</label>
				<institution content-type="original">Federal University of Technology-Paraná,
					Deputado Heitor Alencar Furtado 5000, 81280-340, Curitiba, Paraná,
					Brazil</institution>
				<institution content-type="normalized">Universidade Tecnológica Federal do
					Paraná</institution>
				<institution content-type="orgname">Federal University of
					Technology-Paraná</institution>
				<addr-line>
					<named-content content-type="city">Curitiba</named-content>
          <named-content content-type="state">Paraná</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
			</aff>
			<author-notes>
				<corresp id="c1">
					<label>*</label>Author for correspondence: <email>morgana@utfpr.edu.br</email>
				</corresp>
			</author-notes>
			<!--<pub-date date-type="pub" publication-format="electronic">
				<day>04</day>
				<month>05</month>
				<year>2021</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">-->
				<pub-date pub-type="epub-ppub">
				<month>08</month>
				<year>2020</year>
			</pub-date>
			<volume>36</volume>
			<issue>3</issue>
			<fpage>703</fpage>
			<lpage>710</lpage>
			<history>
				<date date-type="received">
					<day>01</day>
					<month>04</month>
					<year>2018</year>
				</date>
				<date date-type="accepted">
					<day>01</day>
					<month>06</month>
					<year>2019</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access"
					xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the
						Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>ABSTRACT</title>
				<p>Agriculture is one of the most important nonpoint sources of soil contamination
					by heavy metals, and the presence of dissolved organic matter (DOM) in soil can
					influence the movement of metals. The objective of this research was to evaluate
					the effect of DOM on the sorption and leaching of copper (Cu) and zinc (Zn) in
					the soil. Clay soil samples collected at a 0-30 cm depth were used to conduct
					the experiments, and DOM was extracted from dairy cow manure. Soil tests to
					evaluaye sorption were carried out in the batch method, two treatments being
					considered: without the presence of DOM (control) and with the presence of DOM,
					in different concentrations of Cu and Zn. Experimental results were adjusted to
					models of the of Langmuir and Freundlich isotherms. In the leaching experiment,
					columns were filled with soil previously contaminated with Cu and Zn and the
					distilled water was passed through them; afterwards, the leachate was collected.
					The sorption of copper and zinc in the soil was greater in the presence of DOM,
					possibly by the availability of sorption sites and interactions of metals with
					the DOM structure. The leaching of copper in soil was facilitated by the
					application of DOM, which can enable large-scale contamination of groundwater.
					No differences were found in zinc leaching considering water or DOM, however
					this metal has high mobility in the soil under study. </p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>RESUMEN</title>
				<p>La agricultura es una de las principales fuentes no puntuales de contaminación
					del suelo por metales pesados, y la presencia de materia orgánica disuelta (MOD)
					en el suelo puede influir en el movimiento de metales. El objetivo de este
					trabajo fue evaluar el efecto de la MOD en la sorción y lixiviación de cobre
					(Cu) y zinc (Zn) en el suelo. Para la realización de los experimentos se
					utilizaron muestras de suelo arcilloso recogidas a 0-30 cm de profundidad, y la
					MOD fue extraída de estiércol de bovinos de leche. Los ensayos de sorción en el
					suelo se llevaron a cabo por lotes, siendo considerados dos tratamientos: sin la
					presencia de MOD (control) y con la presencia de MOD, en diferentes
					concentraciones de Cu y Zn. Los resultados fueron ajustados a los modelos de
					isotermas de Langmuir y Freundlich. En el experimento de lixiviación, las
					columnas se llenaron con suelo previamente contaminado con Cu y Zn y después se
					pasaron MOD o agua destilada a través de dichas columnas; posteriormente se
					recogió el lixiviado. La sorción de cobre y zinc en el suelo fue más alta en
					presencia de MOD, posiblemente por la disponibilidad de sitios sortivos e
					interacciones de los metales con la estructura de la MOD. La lixiviación del
					cobre en el suelo fue facilitada por la aplicación de MOD, lo que a gran escala
					puede causar contaminación de aguas subterráneas. No se observaron diferencias
					en la lixiviación del cinc considerando agua o MOD; sin embargo, este metal
					presentó alta movilidad en el suelo en estudio.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Key words:</title>
				<kwd>heavy metals</kwd>
				<kwd>pollutant transport</kwd>
				<kwd>isotherms</kwd>
				<kwd>cattle manure</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>metales pesados</kwd>
				<kwd>transporte de contaminantes</kwd>
				<kwd>isotermas</kwd>
				<kwd>estiércol bovino</kwd>
			</kwd-group>
			<counts>
				<fig-count count="2"/>
				<table-count count="4"/>
				<equation-count count="3"/>
				<ref-count count="34"/>
				<page-count count="8"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>INTRODUCTION</title>
			<p>Pollutants resulting from agricultural runoff and leaching are made up of organic
				matter, nutrients, agrochemicals and heavy metals. Some agricultural inputs or
				wastes from corrective purpose or soil nutrients such as inorganic chemical
				fertilizers, manures and wastewater systems for animal creations or sewage sludge,
				can generate serious problems when such application is made haphazardly, also
				representing a possible source of contamination with heavy metals.</p>
			<p>The waste from hogs and dairy, as well as birds beds, feature high concentrations of
				chromium (Cr), copper (Cu), zinc (Zn), iron (Fe) and manganese (Mn) due to
				unbalanced animal diets with excess of these elements. According to <xref
					ref-type="bibr" rid="B27">Scherer et al. (1996)</xref>, the addition of
				micronutrients in excessive doses to pig’s portions to ensure their absorption can
				lead to their accumulation in waste and the soil where they are applied. In this
				way, heavy metals may be bioavailable or be leached into the soil, contaminating
				groundwater (<xref ref-type="bibr" rid="B30">Sun et al. 2001</xref>, <xref
					ref-type="bibr" rid="B25">Refaey et al. 2017</xref>).</p>
			<p>Dissolved organic matter (DOM) present in residues, whether liquid or solid, is
				defined by the concentration of total organic carbon in the filtered liquid extract
				through a 0.45 μm membrane. According to <xref ref-type="bibr" rid="B23">Nieder et
					al. (2003)</xref>, DOM consists of a group of molecules of different sizes and
				structures, and represents the most mobile and reactive organic matter in the
				soil.</p>
			<p>Investigations have revealed that the presence of DOM in soil can facilitate mobility
				and transport of heavy metals, acting as “transporter” through the formation of
				soluble metal-organic complexes (<xref ref-type="bibr" rid="B32">Temminghoff et al.
					1997</xref>, <xref ref-type="bibr" rid="B34">Zhou et al. 2004</xref>, <xref
					ref-type="bibr" rid="B19">Li and Zhou 2010</xref>). Thus, the application of
				organic materials such as manures, compost, and sewage sludge improves the
				physicochemical and biological conditions of the soil; however, DOM present in these
				wastes can affect speciation, transformation and the behavior of heavy metals in the
				environment (<xref ref-type="bibr" rid="B6">Benedetti et al. 1996</xref>).</p>
			<p>In this context, the present study aimed to evaluate the effect of DOM from cow
				manure on the sorption and leaching of copper (Cu) and zinc (Zn) in the soil.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>MATERIAL AND METHODS</title>
			<sec>
				<title>Soil sampling</title>
				<p>We collected samples of distrophic Red Umbric Latosol (<xref ref-type="bibr"
						rid="B12">Embrapa 2006</xref>) of a clay texture at a depth of 0-30 cm. Soil
					had remains of roots that were manually removed, was air dried, broken down into
					smaller pieces and passed through a 2 mm sieve mesh. The determination of
					physicochemical characteristics of the soil (<xref ref-type="table" rid="t1"
						>Table I</xref>) was conducted according to the methodologies described by
						<xref ref-type="bibr" rid="B10">Embrapa (1997)</xref> and <xref
						ref-type="bibr" rid="B31">Tedesco et al. (1995)</xref>.</p>
				<p>
					<table-wrap id="t1">
						<label>TABLE I</label>
						<caption>
							<title>PHYSICAL AND CHEMICAL PROPERTIES OF THE SOIL</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col span="3"/>
							</colgroup>
							<tbody>
								<tr>
									<td align="justify" colspan="3">Granulometric composition</td>
								</tr>
								<tr>
									<td align="justify">Parameters</td>
									<td align="center">Unit</td>
									<td align="center">Value</td>
								</tr>
								<tr>
									<td align="justify">Sand</td>
									<td align="center">%</td>
									<td align="center">10.00</td>
								</tr>
								<tr>
									<td align="justify">Silt</td>
									<td align="center">%</td>
									<td align="center">20.00</td>
								</tr>
								<tr>
									<td align="justify">Clay</td>
									<td align="center">%</td>
									<td align="center">70.00</td>
								</tr>
								<tr>
									<td align="center" colspan="3">Chemical characteristics </td>
								</tr>
								<tr>
									<td align="justify">Parameters</td>
									<td align="center">Unit</td>
									<td align="center">Value</td>
								</tr>
								<tr>
									<td align="justify">pH (CaCl<sub>2</sub>)</td>
									<td align="center">-</td>
									<td align="center">5.10</td>
								</tr>
								<tr>
									<td align="justify">CEC</td>
									<td align="center">cmol<sup>c</sup>/dm</td>
									<td align="center">14.71</td>
								</tr>
								<tr>
									<td align="justify">C</td>
									<td align="center">g/dm</td>
									<td align="center">20.74</td>
								</tr>
								<tr>
									<td align="justify">OM</td>
									<td align="center">g/dm</td>
									<td align="center">35.67</td>
								</tr>
								<tr>
									<td align="justify">Cu</td>
									<td align="center">mg/kg</td>
									<td align="center">7.84</td>
								</tr>
								<tr>
									<td align="justify">Zn</td>
									<td align="center">mg/kg</td>
									<td align="center">63.00</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<p>CEC: cation exchange capacity, C: carbon, OM: organic matter</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>Extraction of dissolved organic matter</title>
				<p>Dissolved organic matter (DOM) was extracted from milk cattle dung, collected in
					a farm with free-stall system. The dung was dried and air-sieved in a 2 mm sieve
					mesh.</p>
				<p>The extraction methodology used in the experiment was adapted from <xref
						ref-type="bibr" rid="B28">Song et al. (2008)</xref> and <xref
						ref-type="bibr" rid="B33">Yongkui et al. (2008)</xref>, by mixing cow manure
					and deionized water at a rate of 1:10 (p/v), in 200-rpm continuous rotation for
					12 h at room temperature. The suspension was centrifuged at 5000 rpm for 30 min
					and filtered through a 0.45 µm membrane, being immediately packaged and frozen
					for later use.</p>
				<p>The DOM extracted was detailed (<xref ref-type="table" rid="t2">Table II</xref>)
					with regards to the following parameters: pH, dissolved organic carbon (DOC),
					copper and zinc following the <xref ref-type="bibr" rid="B2">APHA (1998)</xref>
					methodology. Certain fractions of humic and fulvic acids, as well as humina
					present in DOM were also determined as per a methodology adapted from <xref
						ref-type="bibr" rid="B7">Benites et al. (2003)</xref>.</p>
				<p>
					<table-wrap id="t2">
						<label>TABLE II</label>
						<caption>
							<title>CHARACTERIZATION OF DISSOLVED ORGANIC MATTER</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col span="3"/>
							</colgroup>
							<tbody>
								<tr>
									<td align="center" rowspan="2">pH</td>
									<td align="center" rowspan="2">DOC (mg/L)</td>
									<td align="center" rowspan="2">Cu (mg/L)</td>
									<td align="center" rowspan="2">Zn (mg/L)</td>
									<td align="center" colspan="3">Humic substances (mg/L) </td>
								</tr>
								<tr>
									<td align="center">C-HAF</td>
									<td align="center">C-FAF</td>
									<td align="center">C-HU</td>
								</tr>
								<tr>
									<td align="center">8.47</td>
									<td align="center">325.00</td>
									<td align="center">8.19</td>
									<td align="center">393.62</td>
									<td align="center">74.2</td>
									<td align="center">23.6</td>
									<td align="center">5.00</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN2">
								<p>DOC: dissolved organic carbon, C-HAF: carbon in humic acid
									fraction, C-FAF: carbon in fulvic acid fraction, C-HU: carbon in
									humin fraction</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>Sorption experiment</title>
				<p>Two grams of soil were placed in 50 mL centrifuge tubes, mixed with 10 mL of a
						CaCl<sub>2</sub> (0.01 mol/L) solution containing 5, 10, 30, 60 and 120 mg/L
					of Cu<sup>2+</sup> or Zn<sup>2+</sup> (prepared using CuCl<sub>2</sub> or
						ZnCl<sub>2</sub>). Using the CaCl<sub>2</sub> solution has the purpose of
					avoiding eventual structural destabilization of the soil (<xref ref-type="bibr"
						rid="B8">Corrêa et al. 1999</xref>). Ten mL of DOM were added to the tubes,
					considering also a control treatment only with the mixture of soil.</p>
				<p>The experiment was conducted by triplicate in natural soil pH. The tubes were
					shaken at 250 rpm for 12 h at room temperature, then centrifuged at 5000 rpm for
					10 min. After this procedure, the resulting supernatant from centrifugation was
					collected and the samples were analyzed to determine the concentrations of Cu
					and Zn with an atomic absorption spectrophotometer.</p>
				<p>The amount of Cu and Zn sipped in the soil was calculated based on the difference
					of concentration in the solution before and after the sorption experiment,
					according to the mass balance shown in equation 1:</p>
				<p>
					<disp-formula id="e1">
						<mml:math id="m1" display="block">
							<mml:msub>
								<mml:mrow>
									<mml:mi>q</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>e</mml:mi>
								</mml:mrow>
							</mml:msub>
							<mml:mo>=</mml:mo>
							<mml:mfrac>
								<mml:mrow>
									<mml:mfenced separators="|">
										<mml:mrow>
											<mml:msub>
												<mml:mrow>
												<mml:mi>C</mml:mi>
												</mml:mrow>
												<mml:mrow>
												<mml:mn>0</mml:mn>
												</mml:mrow>
											</mml:msub>
											<mml:mo>–</mml:mo>
											<mml:msub>
												<mml:mrow>
												<mml:mi>C</mml:mi>
												</mml:mrow>
												<mml:mrow>
												<mml:mi>e</mml:mi>
												</mml:mrow>
											</mml:msub>
										</mml:mrow>
									</mml:mfenced>
									<mml:mi>V</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>m</mml:mi>
								</mml:mrow>
							</mml:mfrac>
						</mml:math>
						<label>(1)</label>
					</disp-formula>
				</p>
				<p>where <italic>q</italic>
					<sub>
						<italic>e</italic>
					</sub> is the sorbed metal concentration (mg/g), <italic>C</italic>
					<sub>
						<italic>0</italic>
					</sub> the initial metal concentration (mg/L), <italic>C</italic>
					<sub>
						<italic>e</italic>
					</sub> the equilibrium concentration at <italic>t</italic> time (mg/L),
						<italic>V</italic> the volume of solution (L), and <italic>m</italic> the
					mass of soil (g).</p>
				<p>The experimental results were adjusted to mathematical models of Langmuir and
					Freundlich in their linearized forms, in accordance with the equations 2 and 3,
					respectively:</p>
				<p>
					<disp-formula id="e2">
						<mml:math id="m2" display="block">
							<mml:mfrac>
								<mml:mrow>
									<mml:msub>
										<mml:mrow>
											<mml:mi>C</mml:mi>
										</mml:mrow>
										<mml:mrow>
											<mml:mi>e</mml:mi>
										</mml:mrow>
									</mml:msub>
								</mml:mrow>
								<mml:mrow>
									<mml:msub>
										<mml:mrow>
											<mml:mi>q</mml:mi>
										</mml:mrow>
										<mml:mrow>
											<mml:mi>e</mml:mi>
										</mml:mrow>
									</mml:msub>
								</mml:mrow>
							</mml:mfrac>
							<mml:mo>=</mml:mo>
							<mml:mfrac>
								<mml:mrow>
									<mml:mn>1</mml:mn>
								</mml:mrow>
								<mml:mrow>
									<mml:msub>
										<mml:mrow>
											<mml:mi>q</mml:mi>
										</mml:mrow>
										<mml:mrow>
											<mml:mn>0</mml:mn>
											<mml:mo>.</mml:mo>
										</mml:mrow>
									</mml:msub>
									<mml:msub>
										<mml:mrow>
											<mml:mi>K</mml:mi>
										</mml:mrow>
										<mml:mrow>
											<mml:mi>L</mml:mi>
										</mml:mrow>
									</mml:msub>
								</mml:mrow>
							</mml:mfrac>
							<mml:mo>+</mml:mo>
							<mml:mfrac>
								<mml:mrow>
									<mml:msub>
										<mml:mrow>
											<mml:mi>C</mml:mi>
										</mml:mrow>
										<mml:mrow>
											<mml:mi>e</mml:mi>
										</mml:mrow>
									</mml:msub>
								</mml:mrow>
								<mml:mrow>
									<mml:msub>
										<mml:mrow>
											<mml:mi>q</mml:mi>
										</mml:mrow>
										<mml:mrow>
											<mml:mn>0</mml:mn>
										</mml:mrow>
									</mml:msub>
								</mml:mrow>
							</mml:mfrac>
						</mml:math>
						<label>(2)</label>
					</disp-formula>
				</p>
				<p>
					<disp-formula id="e3">
						<mml:math id="m3" display="block">
							<mml:mi>l</mml:mi>
							<mml:mi>o</mml:mi>
							<mml:mi>g</mml:mi>
							<mml:msub>
								<mml:mrow>
									<mml:mi>q</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>e</mml:mi>
								</mml:mrow>
							</mml:msub>
							<mml:mo>=</mml:mo>
							<mml:mi>l</mml:mi>
							<mml:mi>o</mml:mi>
							<mml:mi>g</mml:mi>
							<mml:msub>
								<mml:mrow>
									<mml:mi>K</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>F</mml:mi>
								</mml:mrow>
							</mml:msub>
							<mml:mo>+</mml:mo>
							<mml:mfrac>
								<mml:mrow>
									<mml:mn>1</mml:mn>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>n</mml:mi>
								</mml:mrow>
							</mml:mfrac>
							<mml:mi>l</mml:mi>
							<mml:mi>o</mml:mi>
							<mml:mi>g</mml:mi>
							<mml:msub>
								<mml:mrow>
									<mml:mi>C</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>e</mml:mi>
								</mml:mrow>
							</mml:msub>
						</mml:math>
						<label>(3)</label>
					</disp-formula>
				</p>
				<p>where <italic>q</italic>
					<sub>
						<italic>0</italic>
					</sub> is the maximum adsorption capacity (mg/g), <italic>K</italic>
					<sub>
						<italic>L</italic>
					</sub> is the adsorption constant (mg/L), and <italic>K</italic>
					<sub>
						<italic>F</italic>
					</sub> and <italic>n</italic> are constants of the Freundlich isotherm for the
					ability of adsorption and adsorption intensity, respectively.</p>
			</sec>
			<sec>
				<title>Leaching experiment</title>
				<p>The soil used to fill the leaching columns was previously contaminated
					separately, using Cu solutions in the form of CuCl<sub>2</sub>.2H<sub>2</sub>O
					and Zn as ZnCl<sub>2</sub>. The soil remained in contact with the solutions for
					24 h on a shaker (200 rpm/25 ºC) and was then allowed to stand. The supernatant
					was discarded to remove the non-adsorbed metals and the contaminated soil was
					oven dried at 50 ºC for 24 h and then passed through a 2 mm sieve (<xref
						ref-type="bibr" rid="B17">Juwarkar et al. 2007</xref>, <xref ref-type="bibr"
						rid="B13">Franzetti et al. 2009</xref>). Soil, after the contamination, and
					3025.82 and 2402.94 presented mg/kg for Cu and Zn, respectively. The pH of the
					soil after the contamination was 4.07 for Cu and 4.68 for Zn.</p>
				<p>The columns were made of PVC pipes, with 5.0 cm in diameter and 30 cm in length,
					fixed by vertical metal clamps in a universal mount. The total mass of soil
					added to the columns was of 766 g, and soil placed on the columns was compressed
					in order to hinder the formation of preferential paths. Aiming to expel the air
					contained in the pores of the soil with the purpose of avoiding possible
					structural destabilization of the soil, columns were saturated with a low-flow
					solution of CaCl<sub>2</sub> (0.01 mol/L) starting from the base of the
					column..</p>
				<p>Once the columns were saturated and the condition of a medium flow of 8.5 mL/min
					was proven, maintained with the use of a peristaltic pump, the passage of DOM or
					distilled water (control) in a downward flow was initiated. Twenty 50-mL samples
					of leachate were collected for a total of 1000 mL. In each sample of leachate,
					both pH and concentrations of Cu or Zn were determined by a straightforward
					reading in an atomic absorption spectrophotometer.</p>
				<p>Once the concentration values of Cu and Zn in the leachate were obtained, the
					mass balance of metals in soil columns was calculated and the accumulated mass
					curves of metals in leachate, in relation to the leached volume, were built.
					Moreover, with the accumulated mass relationship of metal versus leached
					volume,we obtained the equations of regression for each treatment. In the
					equations of regression a straight comparison statistical test was applied to
					the 5 % level of significance, in order to verify whether they had the same
					behavior.</p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>RESULTS AND DISCUSSION</title>
			<sec>
				<title>Sorption of copper and zinc</title>
				<p>The isotherms of adsorption for copper and zinc, which relate the equilibrium
					concentration in the aqueous phase (mg/L) and the amount of metal adsorbed by
					soil (mg/g), are presented in <xref ref-type="fig" rid="f1">figure 1</xref>,
					which demonstrates that the addition of DOM increased metals adsorption in
					soil.</p>
				<p>
					<fig id="f1">
						<label>Fig. 1</label>
						<caption>
							<title>Adsorption isotherms for the metals Cu (a) and Zn b)</title>
						</caption>
						<graphic xlink:href="0188-4999-rica-36-03-703-gf1.png"/>
					</fig>
				</p>
				<p>For both heavy metals, the control treatment showed isotherms of type L, which
					are frequent in adsorption studies. This type of isotherm is the result of a
					relatively high affinity between soil particles and metal, which demonstrates
					that with increasing concentration the most active sites for adsorption are
					occupied (<xref ref-type="bibr" rid="B29">Sposito 1989</xref>, <xref
						ref-type="bibr" rid="B4">Antonladis and Tsadilas 2007</xref>). Thus, there
					is a gradual saturation of the adsorption sites until it reaches a plateau,
					which characterizes the maximum adsorption of ion or surface molecules of the
					adsorbent (<xref ref-type="bibr" rid="B1">Alleoni et al. 2009</xref>). This
					condition is observed mainly for zinc in <xref ref-type="fig" rid="f1">figure
						1b</xref>, where there is a tendency to stabilize the amount of adsorbed
					metal from the initial concentration of 30 mg/L in aqueous solution.</p>
				<p>In the presence of DOM, isotherms of type H were obtained for copper and zinc,
					suggesting a very high adsorption affinity in this system. This condition is
					normally produced by the formation of inner sphere complexes (in which there is
					no water molecules between the surface functional groups and the ion), or by the
					van der Waals interactions in the sorptive process, causing specific adsorption
						(<xref ref-type="bibr" rid="B29">Sposito 1989</xref>, <xref ref-type="bibr"
						rid="B24">Refaey et al. 2014</xref>).</p>
				<p>DOM is characterized by a large amount of humic and fulvic acids (<xref
						ref-type="table" rid="t2">Table II</xref>), which contributes positively to
					the adsorption. According to <xref ref-type="bibr" rid="B26">Rose et al.
						(1979)</xref>, the abundance of carboxyl and hydroxyl radicals gives humic
					and fulvic acids the adsorption, complexation and chelation properties of
					metals, that when dissolved, have negative charge. <xref ref-type="bibr"
						rid="B18">Kiekens (1995)</xref> states thet zinc is preferentially retained
					by electrostatic forces, while copper is more effective in forming specific
					linkages, being more stable. Therefore, for this study, the adsorption scheme
					seems to be the following: DOM has high affinity for metal and forms a complex
					with it, which binds itself to the soil (<xref ref-type="bibr" rid="B29">Sposito
						1989</xref>).</p>
				<p>Another factor that may have influenced the best adsorption of copper and zinc in
					the presence of DOM is the pH, since in our tests pH was higher (between 6.63
					and 6.22 in solving balance) in relation to the control treatment (between 4.16
					and 5.13). The effect of pH on the adsorption of metal cations is mainly the
					result of charges on soil particles. When pH increases, the electrostatic
					attraction of the soil by cations also increases and therefore the adsorption
					rises (<xref ref-type="bibr" rid="B29">Sposito et al. 1989</xref>, <xref
						ref-type="bibr" rid="B1">Alleoni et al. 2009</xref>).</p>
				<p>The Langmuir model was not suitable to describe the experimental results for Cu
					in the presence of dissolved organic matter. According to <xref ref-type="bibr"
						rid="B1">Alleoni et al. (2009)</xref>, as well as the Freundlich model, the
					Langmuir equation best describes the adsorption on the surface of colloids and
					at low concentrations of the element. In addition, these models feature
					assumptions that are not fully applied to the soil system. As noted in <xref
						ref-type="fig" rid="f1">figure 1a, b</xref>, the adsorption of copper and
					zinc was more effective in the presence of the DOM; they were chemically
					adsorbed, possibly involving the exchange of ligands, which resulted in specific
					adsorption.</p>
				<p>In non-specific adsorption, metals are adsorbed by positively charged surfaces,
					being weakly retained in a diffuse layer (<xref ref-type="bibr" rid="B16"
						>Hingston et al. 1974</xref>), therefore they are best described by the
					equations of Langmuir and Freundlich. In this context, the models were suitable
					to describe the adsorption of Cu and Zn in the control treatment, which featured
					isotherms of type L.</p>
				<p>The parameters of Langmuir and Freundlich adsorption for copper and zinc are
					presented in <xref ref-type="table" rid="t3">table III</xref>. Although both
					models are well suited for the study of adsorption for the control treatment,
					the Freundlich isotherm obtained a higher determination coefficient
						(R<sup>2</sup> = 0.986) for the copper, and for zinc the Langmuir model was
					more appropriate, showing a greater determination coefficient (R<sup>2</sup> =
					1.000).</p>
				<p>
					<table-wrap id="t3">
						<label>TABLE III</label>
						<caption>
							<title>PARAMETERS OF THE LANGMUIR AND FREUNDLICH ISOTHERMS</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col span="5"/>
								<col/>
								<col/>
							</colgroup>
							<tbody>
								<tr>
									<td align="center" rowspan="3">Metal</td>
									<td align="center" colspan="5">Langmuir </td>
									<td align="center"> </td>
									<td align="center">Freundlich</td>
								</tr>
								<tr>
									<td align="center">q<sub>0</sub> (mg/g)</td>
									<td align="center">K<sub>L</sub> (L/mg)</td>
									<td align="center">R<sup>2</sup></td>
									<td align="center"> </td>
									<td align="center">KF</td>
									<td align="center">1/n</td>
									<td align="center">R<sup>2</sup></td>
								</tr>
								<tr>
									<td align="center" colspan="7">Control </td>
								</tr>
								<tr>
									<td align="center">Copper</td>
									<td align="center">1.680</td>
									<td align="center">0.189</td>
									<td align="center">0.929</td>
									<td align="center"> </td>
									<td align="center">0.261</td>
									<td align="center">0.465</td>
									<td align="center">0.986</td>
								</tr>
								<tr>
									<td align="center">Zinc</td>
									<td align="center">0.317</td>
									<td align="center">0.265</td>
									<td align="center">1.000</td>
									<td align="center"> </td>
									<td align="center">0.069</td>
									<td align="center">0.381</td>
									<td align="center">0.884</td>
								</tr>
								<tr>
									<td align="center"> </td>
									<td align="center" colspan="7">DOM </td>
								</tr>
								<tr>
									<td align="center">Copper</td>
									<td align="center">N.A</td>
									<td align="center">N.A</td>
									<td align="center">N.A</td>
									<td align="center"> </td>
									<td align="center">0.413</td>
									<td align="center">1.130</td>
									<td align="center">0.991</td>
								</tr>
								<tr>
									<td align="center">Zinc</td>
									<td align="center">1.351</td>
									<td align="center">0.878</td>
									<td align="center">0.859</td>
									<td align="center"> </td>
									<td align="center">0.486</td>
									<td align="center">0.605</td>
									<td align="center">0.991</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN3">
								<p>N.A: not adjusted, DOM: dissolved organic matter</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>According to the parameters given in <xref ref-type="table" rid="t3">table
						III</xref> for the Langmuir isotherm, it can be observed that the maximum
					capacity of adsorption (<italic>q</italic>
					<sub>
						<italic>0</italic>
					</sub> ) and the binding energy (<italic>K</italic>
					<sub>
						<italic>L</italic>
					</sub> ) for zinc have increased considerably with the addition of the DOM,
					demonstrating the high affinity of the element with DOM.</p>
				<p>Regarding the parameters found in the Freundlich isotherm (<xref ref-type="table"
						rid="t3">Table III</xref>), the values of <italic>K</italic>
					<sub>
						<italic>F</italic>
					</sub> and 1/<italic>n</italic> increased in the presence of DOM for copper and
					zinc. According to <xref ref-type="bibr" rid="B29">Sposito (1989)</xref> the
					value of <italic>n</italic> is qualitatively related to the distribution of
					energy sites in soil colloids. In this work, the value of 1/<italic>n</italic>
					was greater than 1 (1/<italic>n</italic> &gt; 1) for copper, indicating the
					presence of highly reactive binding sites. According to <xref ref-type="bibr"
						rid="B11">El Haddad et al. (2012)</xref>, when (1/n &gt; 1) the change in
					adsorbed concentration is greater than the change in the solute
					concentration.</p>
			</sec>
			<sec>
				<title>Leaching of copper and zinc</title>
				<p>The metals copper and zinc were leached from the beginning of the experiment as
					noted in <xref ref-type="fig" rid="f2">figure 2a, b</xref>. It was observed, for
					the two metals under study, greater leaching up to approximately 450 mL, from
					which occurs a tendency to stabilize the amount of metal carried in the
					soil.</p>
				<p>
					<fig id="f2">
						<label>Fig. 2</label>
						<caption>
							<title>Accumulated mass curves of metals Cu (a) and Zn (b) in leachate,
								in relation to the volume of leachate</title>
						</caption>
						<graphic xlink:href="0188-4999-rica-36-03-703-gf2.png"/>
					</fig>
				</p>
				<p>The addition of DOM increased the copper leaching in soil, as demonstrated in
						<xref ref-type="fig" rid="f2">figure 2a</xref> and confirmed by statistical
					analysis of regression lines (<xref ref-type="table" rid="t4">Table IV</xref>),
					where there was a significant differences at 5 % between the treatment with DOM
					and the control treatment. However, the mass balance for the metal in the column
					revealed that only 1.04 and 3.02 % were eluted for control and DOM,
					respectively, which demonstrates low Cu movement in the soil profile.</p>
				<p>
					<table-wrap id="t4">
						<label>TABLE IV</label>
						<caption>
							<title>REGRESSION EQUATIONS SET FOR THE LEACHING OF COPPER AND
								ZINC</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<tbody>
								<tr>
									<td align="center">Treatment</td>
									<td align="center">Equation</td>
									<td align="center">R<sup>2</sup></td>
									<td align="center">p-value</td>
								</tr>
								<tr>
									<td align="center" colspan="4">Copper </td>
								</tr>
								<tr>
									<td align="center">Control</td>
									<td align="center"><italic>y</italic> =
											0.0403<italic>x</italic>-1.63<sup>a</sup></td>
									<td align="center">0.993</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="center">DOM</td>
									<td align="center"><italic>y</italic> =
											0.0900<italic>x</italic>+15.8<sup>b</sup></td>
									<td align="center">0.978</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="center" colspan="4">Zinc</td>
								</tr>
								<tr>
									<td align="center">Control</td>
									<td align="center"><italic>y</italic> = 0.792<italic>x</italic>
										+ 182<sup>a</sup></td>
									<td align="center">0.830</td>
									<td align="center">0.001</td>
								</tr>
								<tr>
									<td align="center">DOM</td>
									<td align="center"><italic>y</italic> = 0.816<italic>x</italic>
										+ 154<sup>a</sup></td>
									<td align="center">0.900</td>
									<td align="center">0.000</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN4">
								<p>DOM: dissolved organic matter</p>
							</fn>
							<fn id="TFN5">
								<p>Equal letters in the column represent equal lines by the test of
									comparison of regression lines at the 5 % significance
									level.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>For zinc no differences were found between treatments (<xref ref-type="table"
						rid="t4">Table IV</xref> and <xref ref-type="fig" rid="f2">Fig. 2b</xref>),
					which corroborates with the results obtained by <xref ref-type="bibr" rid="B5"
						>Ashworth and Alloway (2004)</xref>. The mass balance for this metal showed
					that there was an elution of 32.42 and 33.73 % in control treatments and with
					DOM, respectively, indicating greater miscible displacement of Zn in relation to
					Cu.</p>
				<p>The relative affinity of metals retained in the soil varies according to type of
					soil, amount of organic matter, CTC, pH, mineralogy, and clay quantity, as well
					as the properties of the metals (<xref ref-type="bibr" rid="B22">Mclean and
						Bledsoe 1992</xref>). In this study, there was greater retention of Cu in
					the soil compared to Zn. <xref ref-type="bibr" rid="B1">Alleoni et al.
						(2009)</xref> reported that metals are specifically adsorbed in the
					preferred order: Pb &gt; Cu &gt; Ni &gt; Cd &gt; Zn. However, the formation of
					complexes between metals and the dissolved form of organic ligands (DOM) can
					affect the adsorption in soil and thus the mobility. The extent of complexation
					between a metal and soluble organic matter depends on the competition between
					the metal and the binding sites of the surface and organic ligand (<xref
						ref-type="bibr" rid="B29">Sposito 1989</xref>). In this sense, metals that
					rapidly form stable complexes with DOM, as Cu, are likely to be more mobile in
					the soil. <xref ref-type="bibr" rid="B3">Amrhein et al. (1992)</xref>
					demonstrated that metals such as Cd and Zn, which are not highly stable
					complexes with organic matter, are not as greatly affected by the presence of
					dissolved organic matter in the soil. In this way, the type of percolator
					solution used in this experiment did not influence on leaching of Zn, being
					able, possibly, to shift the metal present in the soluble fraction of the
					soil.</p>
				<p>In a study by <xref ref-type="bibr" rid="B20">Li et al. (2016)</xref> in red soil
					in the presence of different phosphates, the authors observed that the
					concentration of Cu in leachates continuously increased during the whole
					leaching process for 10 days, while the concentration of Zn increased firstly
					and then decreased. The pH of the leachate increased continuously with the
					leaching time.</p>
				<p>The pH of the soil system is a very important parameter, directly influencing
					sorption/desorption, precipitation/dissolution, complex formation, and
					oxidation-reduction reactions. Because of the complexity of the soil-waste
					system, with its myriads of surface types and solution composition, such a
					generalization may not be true. For example, cationic metal mobility has been
					observed to increase with increasing pH due to the formation of metal complexes
					with dissolved organic matter (<xref ref-type="bibr" rid="B9">Draszawka-Bolzan
						2017</xref>).</p>
				<p>During the leaching experiments for Cu, pH values in the leachate ranged from
					4.84 to 5.34 and from 4.37 to 5.67 for the control and the treatments with DOM,
					respectively. For Zn, they varied from 4.69 to 6.74 and from 5.08 to 5.64 for
					control and DOM, respectively. All treatments showed a correlation between the
					pH and the amount of metal leached (in mg) at a 5 % level of significance. The
					copper control treatment showed the highest coefficient of determination
						(R<sup>2</sup> = 0.600), and the zinc treatment with DOM showed the highest
					coefficient of determination (R<sup>2</sup> = 0.773).</p>
				<p>According to <xref ref-type="bibr" rid="B15">Harter (1983)</xref>) and <xref
						ref-type="bibr" rid="B14">Georgiev et al. (2017)</xref>, the transport and
					precipitation of pollutants depend strongly on the pH and the content of
					dissolved organic compounds in the soil solutions, which affect various
					retention mechanisms of metals in soils. <xref ref-type="bibr" rid="B21">McBride
						(1989)</xref> suggested that high values of pH promote the dissolution of
					soil organic matter and increase the concentration of total dissolved Cu by the
					formation of Cu-organic complexes, also influencing the leaching.</p>
			</sec>
		</sec>
		<sec sec-type="conclusions">
			<title>CONCLUSIONS</title>
			<p>This study evaluated the effects of DOM from dairy cattle manure in the sorption and
				transportation of heavy metals in soil. The isotherms of adsorption for copper and
				zinc showed that sorption of metals in the soil was greater in the presence of DOM,
				possibly due to the availability of adsorption sites and interactions with the
				structure of the DOM and humic and fulvic acids. </p>
			<p>The leaching of copper in soil was facilitated by the application of DOM; however, no
				differences were found in zinc leaching considering water or DOM. These results show
				the possibility of groundwater contamination as a result of metal mobility in the
				soil under study. </p>
			<p>Considering the two experiments (sorption and leaching), each metal had a different
				behavior, even though both have a similar electronic configuration. This is possibly
				due to the pH change caused by the application of DOM in the system that affects the
				differential affinity for complexation sites.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>ACKNOWLEDGMENTS</title>
			<p>The authors thank the National Council for Scientific and Technological Development
				(CNPq) for financial support, as well as Fundação Araucária from Paraná and the
				Federal University of Technology-Paraná (UTFPR), for scholarship.</p>
		</ack>
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