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<article article-type="research-article" dtd-version="1.0" specific-use="sps-1.6" 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">dyna</journal-id>
			<journal-title-group>
				<journal-title>DYNA</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Dyna rev.fac.nac.minas</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0012-7353</issn>
			<publisher>
				<publisher-name>Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/dyna.v85n206.67262</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artículos</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>An evaluation of the controlled release of ammoniacal nitrogen from residual cellulose/polyvinyl alcohol hydrogels as an alternative to traditional fertilization processes</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Evaluación de la liberación controlada de nitrógeno amoniacal a partir de un hidrogel de celulosa residual/polivinil alcohol como una alternativa a los procesos de fertilización tradicionales</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Montoya-Álvarez</surname>
						<given-names>Marybel</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Quinchía-Figueroa</surname>
						<given-names>Adriana María</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>González-Murillo</surname>
						<given-names>Octavio</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>b</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Araque-Marín</surname>
						<given-names>Pedronel</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>a</label>
				<institution content-type="original"> Escuela de Ingeniería y Ciencias Básicas. Universidad EIA, Envigado, Colombia. marybel.montoya@eia.edu.co, adriana.quinchia@eia.edu.co, pedronel.araque@eia.edu.co</institution>
				<institution content-type="normalized">Escuela de Ingeniería de Antioquía</institution>
				<institution content-type="orgdiv1">Escuela de Ingeniería y Ciencias Básicas</institution>
				<institution content-type="orgname">Universidad EIA</institution>
				<addr-line>
					<named-content content-type="city">Envigado</named-content>
				</addr-line>
				<country country="CO">Colombia</country>
				<email>marybel.montoya@eia.edu.co</email>
				<email>adriana.quinchia@eia.edu.co</email>
				<email>pedronel.araque@eia.edu.co</email>
			</aff>
			<aff id="aff2">
				<label>b</label>
				<institution content-type="original"> Grupo SOBIOTECH. Sobiotech S.A.S, Guarne, Colombia. octaviog@abonamos.com</institution>
				<institution content-type="orgdiv1">Grupo SOBIOTECH</institution>
				<institution content-type="orgname">Sobiotech S.A.S</institution>
				<addr-line>
					<named-content content-type="city">Guarne</named-content>
				</addr-line>
				<country country="CO">Colombia</country>
				<email>octaviog@abonamos.com</email>
			</aff>
			<pub-date pub-type="epub-ppub">
				<season>Jul-Sep</season>
				<year>2018</year>
			</pub-date>
			<volume>85</volume>
			<issue>206</issue>
			<fpage>187</fpage>
			<lpage>193</lpage>
			<history>
				<date date-type="received">
					<day>28</day>
					<month>08</month>
					<year>2017</year>
				</date>
				<date date-type="rev-recd">
					<day>05</day>
					<month>05</month>
					<year>2018</year>
				</date>
				<date date-type="accepted">
					<day>24</day>
					<month>07</month>
					<year>2018</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="http://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>Soil fertilization improves yield and quality of produce, but nutrient loss from fertilized soil produces alterations in the ecosystems (e.g., eutrophication); it also increases costs in the agribusiness. In this research, we developed a device from residual cellulose/polyvinyl alcohol hydrogel for the controlled release of ammoniacal nitrogen in soil. Total Kjeldahl Nitrogen (TKN) method was used to determine the fraction of nitrogen released, and the effect of the device on a bioindicator (<italic>Zea mays</italic>) was studied in greenhouse conditions. Structural damage to the device after its application to soil was analyzed using scanning electron microscopy (SEM). Kjeldahl tests showed the device released less than 15% of total nitrogen across a 60 day evaluation period, displaying a Fickian diffusion pattern. Seedlings produced two times more biomass in device-fertilized soil. </p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>La fertilización del suelo mejora el rendimiento y la calidad en la producción, pero la pérdida de los nutrientes del suelo provoca alteraciones en los ecosistemas (por ejemplo, la eutrofización) y también incrementa los costos en el sector agrícola. En este trabajo se evaluó la liberación controlada de nitrógeno a partir de un hidrogel de celulosa-residual/alcohol-polivinilico, como alternativa de lenta liberación para procesos de fertilización. El método de nitrógeno Kjeldahl fue utilizado para determinar el porcentaje de nitrógeno liberado y se valoró su efecto sobre <italic>Zea</italic> 
 <italic>mays</italic> como bioindicador en condiciones de invernadero y la pérdida de estructura del hidrogel se analizó por microscopía electrónica de barrido (SEM). El porcentaje de liberación de nitrógeno fue inferior al 15% tras 60 días de evaluación, ajustándose a un mecanismo de difusión Fickiana, con un aumento en la producción de biomasa del 100% en las plántulas bioindicadoras.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>hydrogel</kwd>
				<kwd>residual cellulose</kwd>
				<kwd>poly(vinyl alcohol)</kwd>
				<kwd>controlled release</kwd>
				<kwd>ammoniacal nitrogen</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>hidrogel</kwd>
				<kwd>celulosa residual</kwd>
				<kwd>polivinil alcohol</kwd>
				<kwd>liberación controlada</kwd>
				<kwd>nitrógeno amoniacal</kwd>
			</kwd-group>
			<funding-group>
				<award-group award-type="contract">
					<funding-source>Colciencias</funding-source>
					<award-id>1333-669-45305</award-id>
				</award-group>
			</funding-group>
			<counts>
				<fig-count count="8"/>
				<table-count count="6"/>
				<equation-count count="9"/>
				<ref-count count="22"/>
				<page-count count="7"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>1. Introduction</title>
			<p>Nitrogen deficiency in soil limits the yield and quality of produce [<xref ref-type="bibr" rid="B1">1</xref>]. Soil matrices can lose nitrogen via volatilization, lixiviation and denitrification processes; these affect soil recovery and fertilizer performance [<xref ref-type="bibr" rid="B2">2</xref>] -they also generate pollution [<xref ref-type="bibr" rid="B3">3</xref>]. Thus, researchers have tried different approaches to reduce N exit from soil: choosing the right source of N, adjusting the dose of fertilizer and setting the correct time and method of application. </p>
			<p>Controlled-release fertilizers are gathering momentum due to their ability to prevent nutrient loss [<xref ref-type="bibr" rid="B4">4</xref>]. Researchers have recognized their capacity to minimize environmental impact [<xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B6">6</xref>]. Still, controlled-release fertilizers remain in a stage of development and require further research to minimize production costs -in that way, a trend toward waste-based fertilizers has surfaced over the past few years [<xref ref-type="bibr" rid="B7">7</xref>].</p>
			<p>The pulp and paper industry, one of the largest contributors to pollution, generates large amounts of waste that constitute an environmental puzzle. Recycling of this waste produces enormous environmental benefits, but so far, researchers have only used it as material for construction[<xref ref-type="bibr" rid="B8">8</xref>]. We expect this material could work to produce new fertilizers, but although paper sludge waste is widely available, we have not found any prior research stating that.</p>
			<p>Some authors have used raw materials derived from agribusiness waste, and they highlight the importance of adjusting preparation parameters to match the nutritional requirements of the plants [<xref ref-type="bibr" rid="B7">7</xref>]. Other authors have added materials such as Bentonite clay and copolymers to waste-based fertilizers; these improve mechanical strength and release performance, which translates into a smaller nutrient loss [<xref ref-type="bibr" rid="B9">9</xref>]. Although these authors have demonstrated that changes to the composition of the device can improve its performance, the effect of the physicochemical parameters of different matrices on that performance remains unknown.</p>
			<p>In this research, we developed a residual cellulose/polyvinyl alcohol controlled-release fertilizer. We then used the Total Kjeldahl Nitrogen method to determine the amount of ammoniacal nitrogen lost from soil and sand matrices and finally, assessed the effect of the physicochemical properties of these matrices on nutrient release.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>2. Materials and methods</title>
			<sec>
				<title>2.2. Reagents</title>
				<p>Analytical grade sulfuric acid (98%), hydrogen peroxide (50%), Nessler polyvinyl alcohol, Kjeldahl Nitrogen indicator and 12N potassium hydroxide were obtained from Hach. Lactophenol blue was obtained from Merck. Glucose Sabouraud agar (4%) was obtained from Becton Dickinson GmbH. Diammonium phosphate (DAP) with a composition of 18% nitrogen, 46% phosphorus and 0% potassium was obtained from Delcorp. </p>
			</sec>
			<sec>
				<title>2.3. Materials for planting</title>
				<p>Residual cellulose/polyvinyl alcohol hydrogel was manufactured at Universidad EIA (<xref ref-type="table" rid="t1">Table 1</xref>). Sieved and washed sand (2 mm) and Andisol (Fulvudand), were provided by SOBIOTECH (<xref ref-type="table" rid="t2">Table 2</xref>) and characterized by Grupo Interdisciplinario de Estudios Moleculares-GIEM at Universidad de Antioquia and Laboratorio de Suelos at Universidad Nacional de Colombia, in Medellin, respectively. <italic>Zea mays</italic> seeds (Poaceae) 96 % pure and 80 % Germ were kept away from light, at a relative humidity of 30 % and a temperature of 4 °C, to inhibit germination. The seeds’ surfaces were disinfected with water and 70 % alcohol for 2 min. Then, they were immersed in 0.05 % sodium hypochlorite for 5 min, under constant stirring. After disinfection, the seeds were washed with sterile water and laid over wet sterile paper sheets for two days to complete germination. Germinated seeds were placed in plastic cylindrical holders (11 cm x 9 cm) with 200 g andisol type soil and thinned after 15 days to limit the number of plants to one per holder. </p>
				<p>
					<table-wrap id="t1">
						<label><bold>Table 1</bold></label>
						<caption>
							<title>Physicochemical analysis of residual cellulose/polyvinyl alcohol, data in (m/m) %. RC = Residual Cellulose, PVA = polyvinyl alcohol.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gt1.jpg"/>
						<table-wrap-foot>
							<fn id="TFN2">
								<p><bold>Source:</bold> The authors</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>
					<table-wrap id="t2">
						<label><bold>Table 2</bold></label>
						<caption>
							<title>Physicochemical analysis of andisol, data in (w/w) %.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gt2.jpg"/>
						<table-wrap-foot>
							<fn id="TFN3">
								<p><bold>Source:</bold> The authors</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>2.4. Equipment</title>
				<p>DR/200 UV/Vis spectrophotometer (Hach). 400-900nm. Tungsten halogen lamp. Spectral band: 7nm. Wavelength: ± 2 nm. Resolution: 1nm. Photometric linearity: ± 0.002 A. Photometric reproducibility: ± 0.005 A. </p>
				<p>Digesdahl Digestor (Hach). Model 23130-20. Temperature range: 100 °C - 400 °C. Temperature control ± 15 °C. Flushing capacity: 11.5 L/min at a water flow rate of 6.5 L/min. Minimum pressure: 51.7 kPa.</p>
				<p>Phenom Scanning electron microscope. Optical zoom: 20x -135x. SEM zoom 80x - 130000x. Sample size 32 nm. Acceleration voltage: 5 kV - 10 kV.</p>
				<p>Olympus optical microscope CX21. 10x/18 ocular. Binocular tube inclined at 30°. Interpupilar distance range: 45 mm - 75 mm. Rotatable quadruple lense holder. 4x, 10x, 40x and 100x lenses. Halogen lamp 6V/20W. Fixed mechanical slide with cable movement: 120 x 132mm. Range of displacement: 76 mm(X) by 30 mm(Y).</p>
			</sec>
			<sec>
				<title>2.5. Methods</title>
				<sec>
					<title>2.5.1. Nitrogen quantification</title>
					<p>Solid sample treatment: 0.1 g to 0.5 g of residual cellulose/polyvinyl alcohol hydrogel were crushed with mortar and pestle and then placed in a 100 mL Digesdahl® flask alongside 25 mL of distilled water. Then, 3 mL of 98 % sulfuric acid were added into the flask and stirred. 10 min later, the flask was placed in a digester and heated at 440 °C. Once reflux started, the flask was allowed to set for 16 min, and then, 10 mL of 50 % hydrogen peroxide were added through the capillary funnel. Once hydrogen peroxide was added, heating was suspended, and the flask was again left to set for 30min. The digested solution was filtered through a 595 Rundfilter paper (( 110 mm) and taken to a 100 mL volumetric flask, where the final volume of the mixture was adjusted using distilled water.</p>
					<p>Liquid sample treatment: 25 mL of the leachate were taken to a 100 mL Digesdahl® flask, and the same method used in the treatment of the solid sample was followed.</p>
					<p>For the determination of ammoniacal nitrogen as Total Kjeldahl Nitrogen by Nessler 399 method, Hach 0875 method was used: 3 mL of the prepared solution were taken to a 25 mL volumetric flask, and then, a drop of TKN indicator was added into the flask, alongside three drops of mineral stabilizer, three drops of a dispersing agent (polyvinyl alcohol), 200 uL of 12 N potassium hydroxide and 1mL of Nessler's reagent. Distilled water was added until a 25 mL solution was obtained. The solution was then taken to the spectrophotometer.</p>
				</sec>
				<sec>
					<title>2.5.2. Evaluation of the hydrogel’s degradation</title>
					<p>The hydrogel was cut in 1 cm x 1cm pieces. The pieces were dried at 20 °C for 48 h and weighed. Then, they were placed in distilled water (pH 6.8) for 30 days, and dried every five days at 20 °C for 48 h and weighed again. All tests were run in triplicate.</p>
				</sec>
				<sec>
					<title>2.5.3. Assembly for nitrogen release leaching tests</title>
					<p>Polyvinyl chloride (PVC) cylindrical columns (20 cm long by 3.8 cm wide) were adapted with a nylon filter at the lower end. Each column was packed with 200g of the substrate (andisol or sand) and 525 mg of the hydrogel. The columns were washed using 120 mL of distilled water, and then, the leachate was collected for analysis; this process was performed on days 3, 5, 15, 25, 30 and 60. All tests were run in triplicate. 194 g of diammonium phosphate were used as positive control [<xref ref-type="bibr" rid="B10">10</xref>]. Presence of nitrogen was determined by spectrophotometry using the Nessler 399 method.</p>
				</sec>
				<sec>
					<title>2.5.4. Assembly for greenhouse tests</title>
					<p>Hydrogel and diammonium phosphate were added to the soils where <italic>Zea mays</italic> seeds had previously germinated. The plants were grown in natural light in SOBIOTECH’s greenhouse in Antioquia (6°15´07&quot; N; 75°25´42&quot; W, 2117 masl). The soil was kept around 50 % to 60 % of its maximum moisture retention capacity. The plants were harvested 60 days after planting, their height was measured, and then, they were dried at 50 °C for 48 h to determine their total dry mass. All tests were quintupled.</p>
				</sec>
				<sec>
					<title>2.5.5. Microbiological analysis of soil</title>
					<p>Microbiological analysis of the soil used in the greenhouse tests was performed to determine the presence of mold, yeast, or bacteria before and after 60 days of treatment. A pattern solution was obtained by mixing 10 g of soil and 90 mL of distilled water. Serial dilutions of this solution were obtained by mixing 1 mL of the solution and 9 mL of distilled water until a concentration in the order of 10<sup>-7</sup> was obtained. 100 uL solutions of concentrations 1x10<sup>-1</sup>, 1x10<sup>-3</sup>, 1x10<sup>-5</sup> and 1x10<sup>-7</sup> g/L were placed in Sabouraud Agar. </p>
				</sec>
				<sec>
					<title>2.5.6. Statistical analysis</title>
					<p>Results were compared using ANOVA analysis; this was followed by a set of tests to determine the differences between the mean values. The analysis was performed on STATGRAPHICS Centurion XVIII. </p>
				</sec>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>3. Results and discussion</title>
			<sec>
				<title>3.1. Degradation of the hydrogel</title>
				<p>
					<xref ref-type="fig" rid="f1">Fig. 1</xref> shows that, from day five on, hydrogel loses up to 10% of its structure. This reduction in mass is related to the erosion of residual cellulose and polyvinyl alcohol chains that failed to crosslink during hydrogel formation; this behavior indicates low disintegration during the evaluation period.</p>
				<p>
					<fig id="f1">
						<label><bold>Figure 1</bold></label>
						<caption>
							<title>Hydrogel’s weight loss in liquid media.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf1.jpg"/>
						<attrib><bold>Source:</bold> The authors..</attrib>
					</fig>
				</p>
				<p><bold>3.2. Release of NH</bold>
 <sub>
 <sup>
 <bold>
 <italic>4+</italic> 
</bold> 
</sup> 
</sub> 
 <bold>by leaching</bold></p>
				<p>
					<xref ref-type="fig" rid="f2">Fig. 2</xref> shows the release profiles for NH<sub>4</sub>
 <sup>+</sup> (diammonium phosphate and hydrogel) from day 0 to day 60 of the evaluation period. </p>
				<p>
					<fig id="f2">
						<label><bold>Figure 2</bold></label>
						<caption>
							<title>Release of NH4+ in water: <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i005.png"/> diammonium phosphate in soil, <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i006.png"/> diammonium phosphate in sand; <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i007.png"/> hydrogel in soil, <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i008.png"/> hydrogel in sand.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf2.png"/>
						<attrib><bold>Source:</bold> The authors</attrib>
					</fig>
				</p>
				<p>During the first five days of evaluation, diammonium phosphate released 43 ± 2 % and 34 ± 2 % of NH<sub>4</sub>
 <sup>+</sup> in soil and sand matrices, respectively. The high solubility of diammonium phosphate in water (57.5 g / 100 mL at 10ºC) produced this rapid release (called Tigger effect). On day 30, NH<sub>4</sub>
 <sup>+</sup> release reached levels of 58 ± 2 % and 48 ± 1 %; these data are similar to those found on day 60 -this indicated that migration of NH<sub>4</sub>
 <sup>+</sup> from the fertilizer to the soil matrix had reached equilibrium. During the evaluation period, larger concentrations of NH<sub>4</sub>
 <sup>+</sup> were found in solutions obtained from soil (pH 4.8), than in those obtained from sand (pH 7.2); this was to be expected as pH was an essential factor in determining the solubility of nutrients in soil, where NH<sub>4</sub>
 <sup>+</sup>, NO<sub>3</sub>
 <sup>-</sup>, CO<sub>3</sub>
 <sup>2-</sup> and SiO<sub>3</sub>
 <sup>2-</sup> displayed a larger displacement of oxidation equilibria (nitrification and denitrification), and also dissociation of NH<sub>4</sub>
 <sup>+</sup> ions (<xref ref-type="disp-formula" rid="e1">eq. 1</xref> and <xref ref-type="disp-formula" rid="e2">2</xref>) to the left side of the equation, increasing the concentration of NH<sub>4</sub>
 <sup>+</sup> ions in the soil solution and favoringleaching [<xref ref-type="bibr" rid="B11">11</xref>]. In addition, the soil exchange complex displays a lower pH, which increases protonation at the points of exchange; this translates into positive charging of the colloidal mycelia, avoiding adsorption of NH<sub>4</sub>
 <sup>+</sup> on the surface.</p>
				<p>
					<disp-formula id="e1">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e1.jpg"/>
					</disp-formula>
				</p>
				<p>
					<disp-formula id="e2">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e2.jpg"/>
					</disp-formula>
				</p>
				<p>The different media did not exhibit statistical differences when hydrogel was used. Release of NH<sub>4</sub>
 <sup>+</sup> after days 5, 30 and 60 was 8 ± 2 %, 11 ± 1% and 12 ± 2%, respectively. The first stage of release from the hydrogel can be attributed to the erosion of residual cellulose and polyvinyl alcohol chains as mentioned before [<xref ref-type="bibr" rid="B12">12</xref>]; structural loss also plays a role. According to the European Standardization Committee [<xref ref-type="bibr" rid="B13">13</xref>], a fertilizer is called “a controlled release fertilizer” when: </p>
				<p>
					<list list-type="bullet">
						<list-item>
							<p>It releases no more than 15% after 24 h.</p>
						</list-item>
						<list-item>
							<p>It releases no more than 75% after 28 days.</p>
						</list-item>
					</list>
				</p>
				<p>Once NH<sub>4</sub>
 <sup>+</sup> finds its way into the substrate, water can wash it out via pore saturation, or it can remain available to plants and microorganisms [<xref ref-type="bibr" rid="B14">14</xref>]. Although the release profile in water does not represent the real span in which nutrients exit soil, it allows for comparison between commercial fertilizers and the hydrogel. In this way, we can test the capacity of our hydrogel to release NH<sub>4</sub>
 <sup>+</sup>. </p>
				<p>To analyze NH<sub>4</sub>
 <sup>+</sup> release data, we used the Korsmeyer-Peppas empirical model [<xref ref-type="bibr" rid="B15">15</xref>] (<xref ref-type="disp-formula" rid="e3">eq 3</xref>), for polyvinyl alcohol hydrogel controlled-release systems in soil [<xref ref-type="bibr" rid="B16">16</xref>,<xref ref-type="bibr" rid="B17">17</xref>].</p>
				<p>
					<disp-formula id="e3">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e3.png"/>
					</disp-formula>
				</p>
				<p>In <xref ref-type="disp-formula" rid="e3">eq 3</xref>, <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i012.png"/> is the fraction of drug or fertilizer used by time t, K is the constant that marks the speed of release and n is the release exponent.</p>
				<p>To estimate n and K values, <xref ref-type="disp-formula" rid="e3">eq. 3</xref> was linearized</p>
				<p>
					<disp-formula id="e4">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e4.jpg"/>
					</disp-formula>
				</p>
				<p>
					<xref ref-type="fig" rid="f3">Fig. 3</xref> shows log (% NH<sub>4</sub>
 <sup>+</sup>) versus time, <xref ref-type="table" rid="t3">Table 3</xref> shows the statistical results of NH<sub>4</sub>
 <sup>+</sup> release data linearization. The data exhibits significant statistical correlation (p-value &lt; 0.05) between log (NH<sub>4</sub>
 <sup>+</sup>) and log (t), with a 95% confidence level; the correlation coefficients for the models used were larger than 0.99 -this indicates a strong correlation between variables. </p>
				<p>
					<fig id="f3">
						<label><bold>Figure 3</bold></label>
						<caption>
							<title>Adjustment to the Korsmeyer-Peppas model for the release of NH<sub>4</sub>
 <sup>+</sup> in water: <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i015.png"/> hydrogel in soil, <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i016.png"/> hydrogel in sand.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf3.png"/>
						<attrib><bold>Source:</bold> The authors..</attrib>
					</fig>
				</p>
				<p>
					<table-wrap id="t3">
						<label><bold>Table 3</bold></label>
						<caption>
							<title>Linear parameters of residual cellulose/polyvinyl alcohol hydrogel.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gt3.jpg"/>
						<table-wrap-foot>
							<fn id="TFN4">
								<p><bold>Source:</bold> The Authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>From the equations shown in <xref ref-type="table" rid="t3">Table 3</xref>, the following equation was obtained:</p>
				<p>
					<disp-formula id="e5">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e5.jpg"/>
					</disp-formula>
				</p>
				<p>Assuming <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i019.png"/>: </p>
				<p>
					<disp-formula id="e6">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e6.jpg"/>
					</disp-formula>
				</p>
				<p>Using the antilog function on both sides of the equation:</p>
				<p>
					<disp-formula id="e7">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e7.png"/>
					</disp-formula>
				</p>
				<p>By representing <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i022.png"/> as <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i023.png"/>, then</p>
				<p>
					<disp-formula id="e8">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e8.jpg"/>
					</disp-formula>
				</p>
				<p>Since k is constant then <inline-graphic xlink:href="0012-7353-dyna-85-206-00187-i025.png"/> must also be a constant:</p>
				<p>
					<disp-formula id="e9">
						<graphic xlink:href="0012-7353-dyna-85-206-00187-e9.png"/>
					</disp-formula>
				</p>
				<p>In this way, the leaching of NH<sub>4</sub>
 <sup>+</sup> in water adjusts to the Korsmeyer-Peppas model [<xref ref-type="bibr" rid="B18">18</xref>](<xref ref-type="disp-formula" rid="e3">eq. 3</xref>), which adequately describes the leaching process. This model explains the NH4+ release mechanisms for residual-cellulose/polyvinyl-alcohol hydrogel; the derived n and K values can be seen on <xref ref-type="table" rid="t4">Table 4</xref>. </p>
				<p>
					<table-wrap id="t4">
						<label><bold>Table 4</bold></label>
						<caption>
							<title>Parameters of the Korsmeyer-Peppas model for release of NH4+ in water by leaching from RC/PVA.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gt4.jpg"/>
						<table-wrap-foot>
							<fn id="TFN5">
								<p><bold>Source:</bold> The authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>For polyvinyl alcoholhydrogels with different degrees of hydrolysis, a Fickian diffusion mechanism (<italic>n</italic> = 0.45) was proposed. For hydrogels with chitosan, xanthan and starch contents the mechanism proposed is not Fickian (0.45 &lt; <italic>n</italic> &lt; 0.89) as hydrogels disintegrated easily.</p>
				<p>Hydrogel shows no significantly different n values for treatments in soil and sand, but values of <italic>n</italic> &lt; 0.45 indicate a lower rate for water infiltration into the hydrogel than the rate at which its polymeric chains can relax. This phenomenon has been attributed to the high content of calcium carbonate in the hydrogel’s structure; even so, the process remains Fickian -such behavior is called “Less Fickian” [<xref ref-type="bibr" rid="B19">19</xref>,<xref ref-type="bibr" rid="B20">20</xref>].</p>
			</sec>
			<sec>
				<title>3.2. Evaluation of the hydrogel in greenhouse conditions</title>
				<p>
					<xref ref-type="fig" rid="f4">Fig. 4</xref> shows the control (left), diammonium phosphate-treated (center) and hydrogel-treated (right) samples used in the greenhouse tests; it is evident that plants in the right-hand side column are taller and display broader leaves. </p>
				<p>
					<fig id="f4">
						<label><bold>Figure 4</bold></label>
						<caption>
							<title><italic>Zea mays</italic> parts and treatment used in greenhouse tests: a) leaf (control), b) leaf (diammonium phosphate); c). leaf (hydrogel), d) root (control), e) root (diammonium phosphate); f) root (hydrogel).</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf4.jpg"/>
						<attrib><bold>Source:</bold> The authors.</attrib>
					</fig>
				</p>
				<p>
					<xref ref-type="table" rid="t5">Table 5</xref> shows the aver age heights of the hydrogel-treated plants and the diammonium phosphate-treated plants; p &gt; 0.05 suggests there are no significant differences in the treatments. However, both treatments are significantly different from the control group. The mass of the plants grown in hydrogel-fertilized soil was larger than that of diammonium phosphate-fertilized plants; these findings show the positive effects of hydrogel-fertilized soil on the bioindicator. The results shown confirm that nitrogen fertilizers can be optimized, averaging lower production costs and reducing environmental impact produced by traditional fertilization processes [<xref ref-type="bibr" rid="B21">21</xref>].</p>
				<p>
					<table-wrap id="t5">
						<label><bold>Table 5</bold></label>
						<caption>
							<title>Effect of Diammonium phosphate (DAP) and residual cellulose/polyvinyl alcohol hydrogel (RC/PVA) on <italic>Zea mays</italic> morphology. Data presented as: mean ± sd.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gt5.jpg"/>
						<table-wrap-foot>
							<fn id="TFN6">
								<p><bold>Source:</bold> The authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>3.3. Analysis of the morphological changes in the Hydrogel</title>
				<p>Hydrogel produced the largest release of NH<sub>4</sub>
 <sup>+</sup>. When hydrogel interacts with solid fractions in soil (organic and inorganic) it releases NH<sub>4</sub>
 <sup>+</sup>, but the rate at which that release takes place is dependent on the degradation of the cellulose matrix. Degradation was verified on day 60 using scanning electron microscopy (SEM). <xref ref-type="fig" rid="f5">Fig. 5b</xref> shows the presence of a microorganism growing on the surface of the hydrogel; given the characteristics of the material, microorganisms can exhibit cellular activity and contribute to its degradation.</p>
				<p>
					<fig id="f5">
						<label><bold>Figure 5</bold></label>
						<caption>
							<title>Scanning electron microscopy (SEM) of residual cellulose/polyvinyl alcohol hydrogel: a) before application to soil, 950x and b) 60 days after application, 290x.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf5.png"/>
						<attrib><bold>Source:</bold> The authors.</attrib>
					</fig>
				</p>
				<p>
					<xref ref-type="fig" rid="f6">Fig. 6</xref> shows a filamentous fungus with cylindrical hyphae, spherical structures, ascomata (flask-like, some already broken due to the release of ascospores to the media) and conical-shaped porous hyphae (characteristic of the ascomycota) [<xref ref-type="bibr" rid="B22">22</xref>].</p>
				<p>
					<fig id="f6">
						<label><bold>Figure 6</bold></label>
						<caption>
							<title>Scanning electron microscopy (SEM) of the isolated fungus: a) 290x; b) 440x; c) 1250x; d) 6200x.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf6.png"/>
						<attrib><bold>Source:</bold> The Authors.</attrib>
					</fig>
				</p>
			</sec>
			<sec>
				<title>3.4. Microbiological characterization of the soil isolates</title>
				<p>After 60 days, we isolated (in 4 % Glucose Sabouraud agar) from hydrogel-fertilized soil, a fungus with the same characteristics as those found on the hydrogel’s surface. None of the tests performed revealed the presence of enterobacteria or <italic>E. coli</italic> (both regulated by Colombian legislation and the National Health Institute). </p>
				<p>On the sixth day of isolation (<xref ref-type="fig" rid="f7">Fig. 7a</xref>), an unlimited number of white cottony colonies was discovered throughout the Petri dish, all of which exhibited radial growth. On the backside of the plate, a diffused brown shade appeared (<xref ref-type="fig" rid="f7">Fig. 7b</xref>). After ten days of isolation (<xref ref-type="fig" rid="f7">Fig. 7c</xref>) the cottony colonies, once white, turned purplish, and then covered the entire agar, adhering to the walls. Meanwhile, the brown shade on the back of the plate turned pink (<xref ref-type="fig" rid="f7">Fig. 7d</xref>).</p>
				<p>
					<fig id="f7">
						<label><bold>Figure 7</bold></label>
						<caption>
							<title>Development of the isolated fungus on Sabouraud agar; a) Cottony mycelia on day 6, b) Backside of the plate on day 6, c) Cottony mycelia on day 10 and d) Backside of the plate on day 10.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf7.jpg"/>
						<attrib><bold>Source:</bold> The Authors.</attrib>
					</fig>
				</p>
				<p>
					<table-wrap id="t6">
						<label><bold>Table 6</bold></label>
						<caption>
							<title>Microbiological analysis.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gt6.jpg"/>
						<table-wrap-foot>
							<fn id="TFN7">
								<p><bold>Source:</bold> The Authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>
					<xref ref-type="fig" rid="f8">Fig. 8</xref> shows images (at 40x) of the culture plates in lactophenol blue. On the images we observe the fungus’ mycelium, composed of thin septate hyaline hyphae (<xref ref-type="fig" rid="f8">Fig. 8a</xref>), lateral phialides (<xref ref-type="fig" rid="f8">Fig. 8b</xref>), oval and ellipsoidal microconidia and ascospores (<xref ref-type="fig" rid="f8">Figs. 8c</xref> and <xref ref-type="fig" rid="f8">8d</xref>) [<xref ref-type="bibr" rid="B22">22</xref>]. The macroscopic and microscopic taxonomic characters identified in the fungal isolate match those of <italic>Fusarium spp</italic>. </p>
				<p>
					<fig id="f8">
						<label><bold>Figure 8</bold></label>
						<caption>
							<title>Microscopic characterization of the colonies in fungal isolate: a) hyphae; b) phialides; c) macro and microconidia; d) ascospores.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00187-gf8.jpg"/>
						<attrib><bold>Source:</bold> The Authors.</attrib>
					</fig>
				</p>
			</sec>
		</sec>
		<sec sec-type="conclusions">
			<title>4. Conclusions</title>
			<p>NH<sub>4</sub>
 <sup>+</sup> release data adjusts well to the Korsmeyer-Peppas empirical model, suggesting a Fickian diffusion mechanism.</p>
			<p>A controlled-release system was manufactured to improve nutrition in plants (especially <italic>Zea mays</italic>). Increased height and biomass in the plants indicate a substantial contribution of NH<sub>4</sub>
 <sup>+</sup>; this makes the hydrogel a compelling alternative to traditional chemical fertilization processes. It is, however necessary, to adjust first the conditions that facilitate the application of this technology to different types of plants and soils.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>Acknowledgments</title>
			<p>We, the authors, would like to extend our acknowledgments to Colciencias, who supported this research through the National Program of Agricultural Science and Technology, grant program number 669-2014, contract number 1333-669-45305.</p>
		</ack>
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				<p> Montoya-Álvarez, M., Quinchía-Figueroa, A.M., González-Murillo, O. and Araque-Marín, P., An evaluation of the controlled release of ammoniacal nitrogen from residual cellulose/polyvinyl alcohol hydrogels as an alternative to traditional fertilization processes. DYNA, 85(206), pp. 187-193, September, 2018.</p>
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				<label>M. Montoya-Álvarez,</label>
				<p> is Msc. Grupo Sostenibilidad, Infraestructura y Territorio-SITE. Universidad EIA, Envigado, Colombia. ORICID: 0000-0001-9488-1037</p>
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			<fn fn-type="other" id="fn2">
				<label>A.M. Quinchía-Figueroa,</label>
				<p> is PhD. Directora de Maestrías y Doctorado, Universidad EIA. Grupo Sostenibilidad, Infraestructura y Territorio-SITE. Universidad EIA, Envigado, Colombia. ORICID: 0000-0003-3362-4410</p>
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			<fn fn-type="other" id="fn3">
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				<p> is Msc. Director de Investigación y Desarrollo Grupo Abonamos - Sobiotech. Guarne, Colombia. ORICID: 0000-0003-4922-6986</p>
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			<fn fn-type="other" id="fn4">
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				<p> is PhD(c), Director Grupo de Investigación e Innovación en Formulaciones Químicas, Universidad EIA, Envigado, Colombia. ORICID: 0000-0002-8225-472X</p>
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