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	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">rfnam</journal-id>
			<journal-title-group>
				<journal-title>Revista Facultad Nacional de Agronomía Medellín</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Rev. Fac. Nac. Agron. Medellín</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0304-2847</issn>
			<issn pub-type="epub">2248-7026</issn>
			<publisher>
				<publisher-name>Facultad de Ciencias Agrarias - Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/rfnam.v75n1.94723</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artículos</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Epidemiological study of <italic>Colletotrichum</italic> spp. associated with <italic>Enterolobium cyclocarpum</italic> (Jacq.) Griseb. and <italic>Platymiscium pinnatum</italic> (Jacq.) Dugand in the Colombian Caribbean Region</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Estudio epidemiológico de <italic>Colletotrichum</italic> spp. asociado a <italic>Enterolobium cyclocarpum</italic> (Jacq.) Griseb. y <italic>Platymiscium pinnatum</italic> (Jacq.) Dugand en la region caribe colombiana</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="yes">
					<contrib-id contrib-id-type="orcid">0000-0002-9807-4168</contrib-id>
					<name>
						<surname>Restrepo-Leal</surname>
						<given-names>Julián D.</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-8811-9860</contrib-id>
					<name>
						<surname>Rada-González</surname>
						<given-names>Deimys F.</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0001-9439-7448</contrib-id>
					<name>
						<surname>Páez-Redondo</surname>
						<given-names>Alberto R.</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
				</contrib>
				<aff id="aff1">
					<label>1</label>
					<institution content-type="original"> Fitotecnia del Trópico. Facultad de Ingeniería. Universidad del Magdalena, Santa Marta, Colombia. julianrestrepoleal@gmail.com, deimysrada@gmail.com, apaez@unimagdalena.edu.co</institution>
					<institution content-type="normalized">Universidad del Magdalena</institution>
					<institution content-type="orgdiv1">Facultad de Ingeniería</institution>
					<institution content-type="orgname">Universidad del Magdalena</institution>
					<addr-line>
						<city>Santa Marta</city>
					</addr-line>
					<country country="CO">Colombia</country>
					<email>julianrestrepoleal@gmail.com</email>
					<email>deimysrada@gmail.com</email>
					<email>apaez@unimagdalena.edu.co</email>
				</aff>
			</contrib-group>
			<pub-date date-type="pub" publication-format="electronic">
				<day>31</day>
				<month>01</month>
				<year>2022</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
				<season>Jan-Apr</season>
				<year>2022</year>
			</pub-date>
			<volume>75</volume>
			<issue>1</issue>
			<fpage>9773</fpage>
			<lpage>9789</lpage>
			<history>
				<date date-type="received">
					<day>22</day>
					<month>09</month>
					<year>2021</year>
				</date>
				<date date-type="accepted">
					<day>25</day>
					<month>10</month>
					<year>2021</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-sa/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>Epidemiological analyzes of foliar diseases associated with <italic>Colletotrichum</italic> spp. in <italic>Enterolobium cyclocarpum</italic> and <italic>Platymiscium pinnatum</italic> were performed under field conditions and without any type of intervention. At the Universidad del Magdalena (Santa Marta, Colombia), four trees for each species and four equidistant monitoring sites per tree were established. The incidence and severity were recorded for 33 weeks (March to November 2016), including two follow-up periods: dry and rainy season. Disease development curves were elaborated. Moreover, the development rate (<italic>r</italic>) and the area under the disease progress curve (<italic>AUDPC</italic>) were calculated for each follow-up period. The effect of the meteorological variables was statistically analyzed by correlation and multiple regression. In <italic>E. cyclocarpum</italic>, the highest incidence and severity were recorded between September and November with 100 and 19.6%, respectively, showing a positive correlation with relative humidity and negative with average temperature, solar radiation and wind speed. In <italic>P. pinnatum</italic>, the maximum values of incidence and severity were observed between March and April with 68.9 and 1.3%, respectively. However, correlation analyzes did not support their relationship with the environmental factors. The <italic>r</italic> values during the dry months were 0.136 and 0.107 units week<sup>-1</sup> and the <italic>AUDPCs</italic> were calculated at 51 and 4 units week<sup>-1</sup> for <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic>, respectively. In the rainy months, the <italic>r</italic> values were 0.187 and 0.016 units week<sup>-1</sup> and the <italic>AUDPCs</italic> were 186 and 2 units week<sup>-1</sup>, respectively. In conclusion, the development of the disease varies according to the forest species, time of year and some meteorological variables.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>RESUMEN</title>
				<p>Se realizó un análisis epidemiológico de enfermedades foliares asociadas a <italic>Colletotrichum</italic> spp. en <italic>Enterolobium cyclocarpum</italic> y <italic>Platymiscium pinnatum</italic> bajo condiciones de campo y sin ningún tipo de intervención. En el campus de la Universidad del Magdalena (Santa Marta, Colombia), se seleccionaron cuatro árboles de cada especie forestal y cuatro sitios equidistantes de seguimiento por árbol. La incidencia y severidad fueron registradas durante 33 semanas (de marzo a noviembre, 2016), incluyendo dos periodos de seguimiento: seco y lluvioso. Se elaboraron curvas de desarrollo de la enfermedad. Además, la tasa de desarrollo (<italic>r</italic>) y el área bajo la curva del progreso de la enfermedad (<italic>AUDPC</italic>) fueron calculadas para cada periodo de seguimiento. El efecto de las variables meteorológicas fue estadísticamente analizado mediante correlación y regresión múltiple. En <italic>E. cyclocarpum</italic>, el valor más alto de incidencia y severidad fueron registrados entre septiembre y noviembre con 100 y 19,6%, respectivamente, mostrando una correlación positiva con la humedad relativa y negativa con la temperatura promedio, la radiación solar y la velocidad del viento. En <italic>P. pinnatum</italic>, los valores máximos de incidencia y severidad fueron observados entre marzo y abril con 68,9 y 1,3%, respectivamente. Sin embargo, los análisis de correlación no confirmaron su relación con los factores ambientales. Los valores de <italic>r</italic> durante los meses secos fueron de 0,136 y 0,107 unidades semana<sup>-1</sup> y las <italic>AUDPCs</italic> fueron calculadas en 51 y 4 unidades semana<sup>-1</sup> para <italic>E. cyclocarpum</italic> y <italic>P. pinnatum</italic>, respectivamente. En los meses lluviosos, los valores <italic>r</italic> fueron de 0,187 y 0,016 unidades semana<sup>-1</sup> y las <italic>AUDPCs</italic> fueron 186 y 2 unidades semana<sup>-1</sup>, respectivamente. Se concluyó que el desarrollo de la enfermedad varía según la especie forestal, la época del año y algunas variables meteorológicas.</p>
			</trans-abstract>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>Curvas de desarrollo</kwd>
				<kwd>Tasa de desarrollo de la enfermedad</kwd>
				<kwd>Enfermedades foliares</kwd>
				<kwd>Incidencia</kwd>
				<kwd>Severidad</kwd>
			</kwd-group>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Development curves</kwd>
				<kwd>Disease development rate</kwd>
				<kwd>Foliar diseases</kwd>
				<kwd>Incidence</kwd>
				<kwd>Severity</kwd>
			</kwd-group>
			<counts>
				<fig-count count="7"/>
				<table-count count="10"/>
				<equation-count count="2"/>
				<ref-count count="31"/>
				<page-count count="17"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<p><italic>Enterolobium cyclocarpum</italic> (Jacq.) Griseb. and <italic>Platymiscium pinnatum</italic> (Jacq.) Dugand (Fabaceae family) are common trees of the Colombian Caribbean region, with a high presence in the city of Santa Marta (department of Magdalena). <italic>E. cyclocarpum</italic> (subfamily: Mimosoideae) is distributed throughout the dry forests of Central America and northern South America (<xref ref-type="bibr" rid="B28">Rocha <italic>et al.</italic>, 2018</xref>). This fabaceous is a species widely known for its uses in different human activities and, in forestry systems, its wood is used for construction, production of household utensils, furniture, musical instruments, among others (<xref ref-type="bibr" rid="B23">Pacheco <italic>et al.</italic>, 2012</xref>). Its wide canopy provides shade appreciated in silvopastoral systems, as well as in urban centers, where it is planted as an ornamental tree along with parks and roads (<xref ref-type="bibr" rid="B6">Cordero and Boshier, 2003</xref>). Additionally, its fruits and seeds are suitable for human and animal consumption, making it possible to produce flours (<xref ref-type="bibr" rid="B6">Cordero and Boshier, 2003</xref>). On the other hand, extracts from different parts of the tree have been used to alleviate various ailments in humans and animals (<xref ref-type="bibr" rid="B23">Pacheco <italic>et al</italic>., 2012</xref>).</p>
		<p><italic>Platymiscium pinnatum</italic> (subfamily: Faboideae) is a neotropical tree distributed from Mexico to Brazil, preferably occupying dry habitats; however, its growth is common in humid ecosystems (<xref ref-type="bibr" rid="B29">Saslis-Lagoudakis <italic>et al.</italic>, 2008</xref>). <italic>P. pinnatum</italic> is highly valued in forestry for its wood, which is used for multiple purposes, such as construction, fine wood carvings, furniture making, and musical instruments (<xref ref-type="bibr" rid="B6">Cordero and Boshier, 2003</xref>). This species has been described as a nitrogen fixer, being ideal for agroforestry systems and enrichment of degraded forests (<xref ref-type="bibr" rid="B6">Cordero and Boshier, 2003</xref>). In Central America, for example, <italic>P. pinnatum</italic> has been associated with organic and conventional agroforestry systems of shade coffee (<xref ref-type="bibr" rid="B14">Haggar <italic>et al.</italic>, 2015</xref>). On the other hand, the use of leaf infusions has been reported for the treatment of infectious diseases in the skin and eyes (<xref ref-type="bibr" rid="B22">Pabón <italic>et al</italic>., 2017</xref>).</p>
		<p>In a survey of pathogens in the urban trees of Santa Marta, Colombia, <italic>Colletotrichum</italic> spp. were associated with foliar diseases in <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic> (<xref ref-type="bibr" rid="B4">Cantillo, 2014</xref>). The symptoms associated with <italic>Colletotrichum</italic> in <italic>E. cyclocarpum</italic> consist of whitish rounded spots at the leaflet base on the leaf underside, while in <italic>P. pinnatum</italic>, the symptom corresponds to a light or dark brown anthracnose surrounded by a chlorotic halo (<xref ref-type="bibr" rid="B4">Cantillo, 2014</xref>; <xref ref-type="bibr" rid="B27">Restrepo-Leal and Rada-González, 2017</xref>). Furthermore, in previous tests, the fungal pathogenicity was verified in both developing and mature foliar tissues of these forest species with the expression of characteristic symptoms in each plant (<xref ref-type="bibr" rid="B27">Restrepo-Leal and Rada-González, 2017</xref>). Due to these symptoms, the name &quot;foliar Anthracnose&quot; was defined to refer to this disorder or pathology.</p>
		<p><italic>Colletotrichum</italic> is one of the most important phytopathogenic fungi in the world because it affects a large number of plant species, causing huge economical losses (<xref ref-type="bibr" rid="B9">Dean <italic>et al.</italic>, 2012</xref>). Moreover, this pathogen has a regular occurrence in different forest species, where it mainly has a causal relationship with foliar diseases that are expressed as spots, blights or anthracnose (<xref ref-type="bibr" rid="B2">Arguedas-Gamboa and Cots-Ibiza, 2012</xref>). In general, <italic>Colletotrichum</italic> spp. cause the disease called Anthracnose and, in aerial organs, these fungi cause sunken necrotic lesions, subcircular or angular, where the acervuli are formed (<xref ref-type="bibr" rid="B9">Dean <italic>et al.</italic>, 2012</xref>; <xref ref-type="bibr" rid="B2">Arguedas-Gamboa and Cots-Ibiza, 2012</xref>).</p>
		<p>To develop efficient control strategies, it is necessary: <italic>i</italic>) to carry out epidemiological studies of the disease that allow understanding its behavior, including aspects related to the infective period (<xref ref-type="bibr" rid="B20">Miles <italic>et al</italic>., 2013</xref>), and <italic>ii</italic>) to know the effect of the environmental variables on the disease development (<xref ref-type="bibr" rid="B21">Moral <italic>et al.</italic>, 2012</xref>). In this regard, some research indicate that <italic>Colletotrichum</italic> species can be inactive during dry periods and change to infective when temperatures oscillate between 25 and 30 °C, and the relative humidity is greater than 80% (<xref ref-type="bibr" rid="B20">Miles <italic>et al.</italic>, 2013</xref>; <xref ref-type="bibr" rid="B17">Lima <italic>et al.</italic>, 2015</xref>). The severity of the disease is conditioned by the intensity and duration of precipitation, duration of humidity on the leaf surface, luminosity, among others (<xref ref-type="bibr" rid="B15">Huertas-Palacios <italic>et al.</italic>, 2009</xref>; <xref ref-type="bibr" rid="B21">Moral <italic>et al.</italic>, 2012</xref>).</p>
		<p>Plant health studies in forest species have been limited to describing the pathogens associated with the crops; similarly, the phytosanitary regulatory bodies in each country have focused on keeping the phytosanitary status updated and, with some exceptions, on designing dispersal models or indicating the distribution of pests that threat forest production (<xref ref-type="bibr" rid="B6">Cordero and Boshier, 2003</xref>; <xref ref-type="bibr" rid="B2">Arguedas-Gamboa and Cots-Ibiza, 2012</xref>). In Colombia and Latin America, there are few investigations related to the epidemiology of pathologies in forest species, and Anthracnose caused by <italic>Colletotrichum</italic> species is not an exception.</p>
		<p>Information on the development of <italic>Colletotrichum</italic> spp. in <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic> is non-existent. Additionally, in Santa Marta and the Caribbean region, there are few studies on forest health, which makes it difficult to develop phytosanitary management strategies for trees. The previous situation has motivated the beginning of an investigative process on the interaction <italic>Colletotrichum</italic> spp. - forest species, raising the hypothesis that the epidemiological behavior of foliar anthracnose associated with <italic>Colletotrichum</italic> spp. varies between forest tree species. This study aimed to analyze the behavior of &quot;foliar Anthracnose&quot; associated with <italic>Colletotrichum</italic> spp. in <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic> under field conditions.</p>
		<sec sec-type="materials|methods">
			<title>MATERIALS AND METHODS</title>
			<sec>
				<title>Area of study</title>
				<p>The research was carried out in trees at the Universidad del Magdalena Campus, located in the city of Santa Marta (Colombia), in an area between 11°13'43&quot; and 11°13'22&quot; North latitude, and 74°11'00&quot; and 74°11'16&quot; West longitude, at an altitude of approximately 20 m. Santa Marta city presents an average temperature of 28.3 °C, average relative humidity of 76% and an average annual rainfall of 545 mm (<xref ref-type="bibr" rid="B16">IDEAM, 2014</xref>).</p>
				<p>Four individuals of <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic> were selected from a population of 97 and 40 trees, respectively. In each tree, four monitoring sites were marked, corresponding to the four cardinal points. Every monitoring site corresponded to five leaves located in the terminal part of a branch and positioned in the under-canopy layer.</p>
			</sec>
			<sec>
				<title>Epidemiological variables</title>
				<p>The epidemiological parameters were evaluated during 33 weeks, from March 26, 2016, to November 6, 2016, obtaining 29 measurements for each monitoring site. The number of leaflets with symptoms and the number of total leaflets were recorded; in this way, the incidence of <italic>Colletotrichum</italic> spp. at each monitored time was calculated. The severity of the disease was estimated according to scale diagrams designed for each forest species (<xref ref-type="fig" rid="f1">Figure 1</xref>), following the severity scale described by <xref ref-type="bibr" rid="B24">Páez <italic>et al.</italic> (2003</xref>), with modifications. This scale involved six levels of affectation, as indicated in <xref ref-type="table" rid="t1">Table 1</xref>. Additionally, defoliation was determined for each monitoring site, based on the differences in the total records of leaves from one measurement with respect to the previous one. Based on weekly data, disease development curves were constructed for each forest species and Spearman correlations were made between these variables (incidence, severity and defoliation).</p>
				<p>
					<fig id="f1">
						<label>Figure 1</label>
						<caption>
							<title>Scale diagrams to measure the severity of foliar Anthracnose (Colletotrichum spp.). A. Leaflets of E. cyclocarpum. B. Leaflets of P. pinnatum.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf1.jpg"/>
					</fig>
				</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title>Scale to quantify the anthracnose severity (<italic>Colletotrichum</italic> spp.).</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt1.jpg"/>
					</table-wrap>
				</p>
				<p>The disease development rate (r) was determined, according to <xref ref-type="disp-formula" rid="e1">Equation (1)</xref> proposed by <xref ref-type="bibr" rid="B31">Van der Plank (1963)</xref>:</p>
				<p>
					<disp-formula id="e1">
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-e1.png"/>
					</disp-formula>
				</p>
				<p>where <italic>r</italic> is the rate of disease development, ∆t is the time difference, x<sub>f</sub> is the final value of the disease and x<sub>i</sub> the initial value of the disease.</p>
				<p>Likewise, the area under the disease progress curve (<italic>AUDPC</italic>) was calculated, according to <xref ref-type="disp-formula" rid="e2">Equation (2)</xref> indicated by <xref ref-type="bibr" rid="B18">López-Vásquez <italic>et al.</italic> (2013)</xref>:</p>
				<p>
					<disp-formula id="e2">
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-e2.jpg"/>
					</disp-formula>
				</p>
				<p>where <italic>AUDPC</italic> is the area under the disease progress curve, y<sub>i</sub> is the final severity, y<sub>i-1</sub> is the initial severity, t<sub>i</sub> is the final time and t<sub>i-1</sub> the initial time.</p>
				<p>Both the development rate and the <italic>AUDPC</italic> were determined based on the severity values recorded for two follow-up periods: the first one, considered dry or with less rainfall, corresponding to March to June (first semester of the year); and the second one, considered rainy or with higher rainfall, between July and November (<xref ref-type="table" rid="t2">Table 2</xref>).</p>
				<p>
					<table-wrap id="t2">
						<label>Table 2</label>
						<caption>
							<title>Meteorological data from 26-03-2016 to 06-11-2016 (33 weeks) at the Universidad del Magdalena, Santa Marta, Colombia. Rain: Rainfall. R.H: Relative humidity. Temp: Average temperature. Rad: Solar radiation. Wind: Wind speed.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt2.jpg"/>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>Effect of meteorological variables on the disease development</title>
				<p>In order to know the effect of the meteorological variables on the behavior of foliar Anthracnose, a Spearman correlation analysis and a multiple regression analysis by ordinary least squares were performed between both incidence and severity with rainfall (mm), relative humidity (%), average temperature (°C), solar radiation (W m<sup>-2</sup>) and wind speed (m s<sup>-1</sup>). The meteorological data were provided by the Institute of Hydrology, Meteorology and Environmental Studies (<xref ref-type="bibr" rid="B16">IDEAM, 2014</xref>), according to the readings of the Meteorological Station of the Universidad del Magdalena. </p>
				<p>The measurements were analyzed weekly, averaging the values of each meteorological variable, except for rainfall, which was calculated cumulatively. All statistical analyzes were performed in Statgraphics® Centurion XVI program.</p>
				<p>During the 33 weeks of field follow-up, the total rainfall was 402.2 mm. In the dry period (March-June) the accumulated rainfall was 82.7 mm, while in the rainy period (July-November), it was 319.5 mm, being October the rainiest month with 17.8 mm (<xref ref-type="table" rid="t2">Table 2</xref>). </p>
				<p>From March to June, the highest values of temperature (average of 30 °C), solar radiation (average of 5961.0 W m<sup>-2</sup>), and wind speed (average of 4.21 m s<sup>-1</sup>) were recorded, while relative humidity (average of 68.1%) presented the lowest values during this follow-up period. In the second period, average temperature, solar radiation, and wind speed were 29 °C, 5298.0 W m<sup>-2</sup> and 3.02 m s<sup>-1</sup>, respectively. The average relative humidity was higher than the first semester with a value of 72.1% (<xref ref-type="table" rid="t2">Table 2</xref>).</p>
				<p>This meteorological behavior is typical of the Colombian Caribbean region, where there is a unimodal rain distribution, with a short rainy period accentuated in the second semester of the year, and a long dry period that covers almost the entire first semester and some of the second. The temperature and relative humidity present fluctuating values throughout the year, with a slight increase in temperature in the first two months of the year and an increase of humidity in September to November, due to the effect of the rains. Wind speed is generally higher between December to March (<xref ref-type="bibr" rid="B16">IDEAM, 2014</xref>).</p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>RESULTS AND DISCUSSION</title>
			<sec>
				<title>Incidence and severity of foliar anthracnose and their relationship with tree defoliation</title>
				<p>The mean of incidence and severity, for both follow-up periods (<italic>i.e.</italic> dry and rainy), are shown in <xref ref-type="table" rid="t3">Table 3</xref>. <italic>E. cyclocarpum</italic> presented higher values of the disease than <italic>P. pinnatum</italic> in the two periods. Both incidence and severity in <italic>E. cyclocarpum</italic> increased in the rainy season, registering a mean incidence of 83.9%, in contrast with the mean incidence during the dry period (44.3%). Mean severity in rainy months was 11.3%, while in dry months was 8.2%.</p>
				<p>
					<table-wrap id="t3">
						<label>Table 3</label>
						<caption>
							<title>Mean of incidence and severity of foliar Anthracnose, and defoliation in <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic> in two follow-up periods. Universidad del Magdalena, Santa Marta, Colombia. 2016.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt3.jpg"/>
					</table-wrap>
				</p>
				<p>In <italic>E. cyclocarpum</italic>, from 26-03-2016 (day 86) and until 04-06-2016 (day 156), a decrease in the incidence of the disease was observed (from 68.0 to 28.8%). Starting on day 156, a linear growth was evidenced until 04-09-2016 (day 248), when the disease reached 100% and stabilized until the end of monitoring (06-11-2016; <xref ref-type="fig" rid="f2">Figure 2A</xref>). The disease severity had a similar behavior; it decreased in the first six weeks, reaching a minimum percentage on 04-07-2016 (day 191) with 2.0%. Subsequently, from day 198 to the end of monitoring on 06-11-2016 (day 311), a linear increase was recorded, with a maximum value of 19.6%, considered moderate (<xref ref-type="fig" rid="f2">Figure 2B</xref>). </p>
				<p>
					<fig id="f2">
						<label>Figure 2</label>
						<caption>
							<title>Development curve of foliar Anthracnose associated with <italic>Colletotrichum</italic> spp. in <italic>E. cyclocarpum</italic>. A. Severity and defoliation. </title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf2.jpg"/>
					</fig>
				</p>
				<p>Defoliation in <italic>E. cyclocarpum</italic> was strong in the first weeks, with 54.6% in 09-04-2016 (day 100), and progressively decreased until 16-07-2016 (day 198), with values of 12.3 %. From this date, the defoliation increased until the end of the follow-up period, reaching moderate values of 25.5% (<xref ref-type="fig" rid="f2">Figure 2</xref>).</p>
				<p>According to Spearman&amp;apos;s correlation analysis (<xref ref-type="table" rid="t4">Table 4</xref>), the severity of the disease showed a significant relationship with defoliation (correlation=0.431; <italic>P</italic>&lt;0.05) indicating that as the affected leaf area increases, the greater the induction of leaflet defoliations. The high correlation between incidence and severity (correlation=0.807; <italic>P&lt;0.05</italic>) explains that in higher inoculum pressure, new leaflets are infected.</p>
				<p>
					<table-wrap id="t4">
						<label>Table 4</label>
						<caption>
							<title>Correlation coefficients between epidemiological variables of foliar Anthracnose and defoliation in <italic>E. cyclocarpum</italic>.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt4.jpg"/>
					</table-wrap>
				</p>
				<p>In P. pinnatum, the incidence and severity of the disease decreased from 26-03-2016 (day 86) to 14-05-2016 (day 135); the incidence was reduced from 68.9 to 15.0%, while the severity decreased from 1.3 to 0.2%. From day 135, there was a slight increase in the values of both variables, presenting 25.0 and 0.3% of incidence and severity on day 311 (11-06-2016). Defoliation presented a similar behavior to the other two variables, decreasing to 11.6% on day 135 (14-05-2016). From that date, it showed a slight increase, registering 20.7% at the end of the follow-up period (<xref ref-type="fig" rid="f3">Figure 3</xref>).</p>
				<p>
					<fig id="f3">
						<label>Figure 3</label>
						<caption>
							<title>Development curve of the foliar Anthracnose associated with <italic>Colletotrichum</italic> spp. in <italic>P. pinnatum</italic>. A. Severity and defoliation. B. Incidence and defoliation. </title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf3.jpg"/>
					</fig>
				</p>
				<p>According to the correlation analysis, there was a significant direct relationship between incidence and severity in <italic>P. pinnatum</italic> with defoliation, and between incidence and severity (<xref ref-type="table" rid="t5">Table 5</xref>).</p>
				<p>
					<table-wrap id="t5">
						<label>Table 5</label>
						<caption>
							<title>Correlation between epidemiological variables of foliar Anthracnose and defoliation in <italic>P. pinnatum</italic>.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt5.jpg"/>
					</table-wrap>
				</p>
				<p>The evaluated epidemiological variables indicated that <italic>E. cyclocarpum</italic> has a greater susceptibility to <italic>Colletotrichum</italic> spp., compared to <italic>P. pinnatum</italic>. One explanation for the differences in the amount of disease present in each forest species may be related to the production of secondary metabolites and the anatomy of their leaves. In <italic>Platymisicium</italic> species, the presence of flavonoids, isoflavonoids and other compounds with antifungal and cytotoxic properties has been reported (<xref ref-type="bibr" rid="B5">Cardoso-Lopes <italic>et al.</italic>, 2008</xref>; <xref ref-type="bibr" rid="B7">Cuellar <italic>et al.</italic>, 2020</xref>), although plant metabolites produced by <italic>E. cyclocarpum</italic> may also have antifungal activity (<xref ref-type="bibr" rid="B23">Pacheco <italic>et al.,</italic> 2012</xref>; <xref ref-type="bibr" rid="B3">Biabiany <italic>et al</italic>., 2013</xref>). <xref ref-type="bibr" rid="B1">Arambarri <italic>et al.</italic> (2006</xref>) observed the presence of conspicuous epicuticular waxes in <italic>Enterolobium</italic> spp., a common feature of species adapted to dry environments, which can confer resistance to penetrating pathogens. Regarding <italic>P. pinnatum</italic>, <xref ref-type="bibr" rid="B8">de Enrech and Agostini (1987</xref>) indicated that the cuticle of this species presents a greater thickness, compared to other <italic>Platymiscium</italic> species. It is known that a greater thickness in the cuticle, as well as the presence of additional waxes, confers greater resistance to the penetration of fungi; however, it is worthy to mention that many pathogens can establish infections in plants with a considerable cuticle thickness (<xref ref-type="bibr" rid="B11">Freeman and Battie, 2008</xref>). In this research, the characteristics described for the leaves of both forest species did not prevent the development of the disease. It would be necessary to carry out studies on the physical and chemical composition of the leaves in these forest trees, as well as their relationship with resistance to <italic>Colletotrichum</italic> species.</p>
				<p>The development of the disease depended fundamentally on the phenological development of the hosts since this defines successive sprouts and defoliation that, in turn, influence the diseases values over time. Initially, in the available leaf area, the disease values increase, being more evident with the first defoliation; however, as defoliation becomes widespread, the affected tissue is removed and the amount of initial disease decreases. In other words, the reduction in the amount of disease (incidence and severity) is mainly due to the loss of the plant organ (defoliation) and the appearance of new healthy tissue. This behavior has been used to establish management techniques for foliar Anthracnose where, through artificial defoliation, the severity of the disease is reduced (<xref ref-type="bibr" rid="B13">Guyot <italic>et al.</italic>, 2005</xref>). However, a progressive increase in defoliation is an indicator of disease severity (<xref ref-type="bibr" rid="B13">Guyot <italic>et al</italic>., 2005</xref>; <xref ref-type="bibr" rid="B15">Huertas-Palacios <italic>et al</italic>., 2009</xref>).</p>
				<p>The real effect of the fungus on defoliation is not understood nor if this is a plant defense mechanism against infection. In this research, the highest defoliation values, in both species, were recorded during the driest months. <italic>E. cyclocarpum</italic> is a semi-deciduous species that loses part of its foliage during the driest months, beginning defoliation at the end of the rainy season. On the other hand, the increase in foliage occurs when rainfall increases after the end of the dry season (<xref ref-type="bibr" rid="B28">Rocha <italic>et al</italic>., 2018</xref>). <italic>P. pinnatum</italic> is deciduous during the dry season, where trees can lose between 50 and 80% of their foliage, and as rainfall increases, the fall of the foliage decreases (<xref ref-type="bibr" rid="B12">Gómez, 2010</xref>). It is recommended to evaluate the effect of foliar Anthracnose in the defoliation of these forest species in future investigations.</p>
			</sec>
			<sec>
				<title><bold>Development rate and area under the disease progress curve (<italic>AUDPC</italic>)</bold></title>
				<p>In <italic>E. cyclocarpum</italic>, during the dry period (March to June), the foliar Anthracnose presented a development rate of 0.136 units week<sup>-1</sup>. Starting with the rains of July, and increasing in September and October, <italic>r</italic> reached 0.187 units week<sup>-1</sup>. The <italic>AUDPC</italic> was lower in the first period (dry), with 51 units week<sup>-1</sup>, compared to 186 units week<sup>-1</sup> obtained during the rainy period (<xref ref-type="table" rid="t6">Table 6</xref>). These results indicated a more rapid development of the disease during the second half of the year.</p>
				<p>
					<table-wrap id="t6">
						<label>Table 6</label>
						<caption>
							<title>Development rate and area under the progress curve of foliar Anthracnose associated with <italic>Colletotrichum</italic> spp. in <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic> for two follow-up periods.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt6.jpg"/>
					</table-wrap>
				</p>
				<p>In <italic>P. pinnatum</italic>, the disease presented a development rate of 0.107 units week<sup>-1</sup> during the first semester of the year. In the rainiest months, the development rate was lower (0.016 units week<sup>-1</sup>). The <italic>AUDPC</italic> indicated that foliar Anthracnose was higher in the months with less rainfall, registering a value of 4 units week<sup>-1</sup>, while in the second period the <italic>AUDPC</italic> was 2 units week<sup>-1</sup> (<xref ref-type="table" rid="t6">Table 6</xref>). In this host, different behavior of the disease was registered to that obtained in <italic>E. cyclocarpum</italic>, which makes to consider other factors than the environment.</p>
				<p>In this study, <italic>P. pinnatum</italic> presented lower development of foliar Anthracnose, especially when the climatic conditions were more favorable for the synthesis. In contrast, <italic>E. cyclocarpum</italic> was more susceptible to the action of the pathogen, observing a greater progression of the disease during periods where conditions of high humidity prevail. This greater disease progress during the rainy season agrees with studies in other pathosystems, including <italic>Colletotrichum</italic> species (<xref ref-type="bibr" rid="B15">Huertas-Palacios <italic>et al</italic>., 2009</xref>; <xref ref-type="bibr" rid="B21">Moral <italic>et al</italic>., 2012</xref>; <xref ref-type="bibr" rid="B20">Miles <italic>et al.</italic>, 2013</xref>; <xref ref-type="bibr" rid="B17">Lima <italic>et al.</italic>, 2015</xref>).</p>
			</sec>
			<sec>
				<title>Effect of meteorological variables on the development of the disease</title>
				<p>In <italic>E. cyclocarpum</italic>, the incidence of foliar Anthracnose was inversely correlated with mean temperature (<italic>P&lt;0.05</italic>). Although the analysis showed a significant negative correlation with solar radiation and wind speed, and a positive correlation with relative humidity, the coefficients were not high. For severity, a significant negative correlation with mean temperature was observed, but with a low coefficient (-0.391; <xref ref-type="fig" rid="f4">Figure 4</xref>-5; <xref ref-type="table" rid="t7">Table 7</xref>). In <italic>P. pinnatum</italic>, this type of analysis did not allow to identify significant correlations between epidemiological variables of the disease and meteorological variables (<xref ref-type="fig" rid="f5">Figure 5</xref>-7; <xref ref-type="table" rid="t7">Table 7</xref>).</p>
				<p>
					<fig id="f4">
						<label>Figure 4</label>
						<caption>
							<title>Relationship between the meteorological variables with the severity of foliar Anthracnose in <italic>E. cyclocarpum</italic>. Severity with (A) rainfall, (B) relative humidity, (C) mean temperature, (D) solar radiation, and (E) wind speed.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf4.jpg"/>
					</fig>
				</p>
				<p>
					<fig id="f5">
						<label>Figure 5</label>
						<caption>
							<title>Relationship between the meteorological variables with the incidence of foliar Anthracnose in <italic>E. cyclocarpum.</italic> Incidence with (A) rainfall, (B) relative humidity, (C) average temperature, (D) solar radiation, and (E) wind speed.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf5.jpg"/>
					</fig>
				</p>
				<p>
					<fig id="f6">
						<label>Figure 6</label>
						<caption>
							<title>Relationship between the meteorological variables with the severity of foliar Anthracnose in <italic>P. pinnatum</italic>. The severity with (A) rainfall, (B) relative humidity, (C) mean temperature, (D) solar radiation, and (E) wind speed.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf6.jpg"/>
					</fig>
				</p>
				<p>
					<fig id="f7">
						<label>Figure 7</label>
						<caption>
							<title>Relationship between the meteorological variables with the incidence of foliar Anthracnose in <italic>P. pinnatum</italic>. Incidence with (A) rainfall, (B) relative humidity, (C) mean temperature, (D) solar radiation, and (E) wind speed. </title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gf7.jpg"/>
					</fig>
				</p>
				<p>
					<table-wrap id="t7">
						<label>Table 7</label>
						<caption>
							<title>Correlation between the meteorological variables and diseases values (incidence and severity) of foliar Anthracnose in the foliage of <italic>E. cyclocarpum</italic> and <italic>P. pinnatum</italic>, recorded from 26-03-2016 to 06-11-2016. (n = 29).</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt7.jpg"/>
					</table-wrap>
				</p>
				<p>The multiple regression analysis by ordinary least squares confirmed that mean temperature was the only variable related to the incidence of foliar Anthracnose in <italic>E. cyclocarpum</italic>, explaining the incidence behavior by 39.72% with the whole model (<xref ref-type="table" rid="t8">Table 8</xref>). In the highest temperature values (between March and June) with an average of 30 °C (<xref ref-type="table" rid="t2">Table 2</xref>), the incidence remained at values close to 45% (<xref ref-type="fig" rid="f2">Figure 2B</xref>); however, the temperature decreased slightly, except for certain events with maximum peaks, coinciding with the increase in incidence. On the other hand, severity could not be explained from the behavior of any of the analyzed meteorological variables. This raises the hypothesis that there are factors intrinsic to the pathogen or the host that influence a lesser or greater aggressiveness of the disease, under the meteorological conditions of the study area.</p>
				<p>
					<table-wrap id="t8">
						<label>Table 8</label>
						<caption>
							<title>Multiple regression between meteorological variables and the incidence of <italic>Colletotrichum</italic> spp. in the foliage of <italic>E. cyclocarpum</italic>, registered from 26-03-2016 to 06-11-2016.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt8.jpg"/>
					</table-wrap>
				</p>
				<p>The multiple regression analysis by ordinary least squares confirmed that mean temperature was the only variable related to the incidence of foliar Anthracnose in <italic>E. cyclocarpum</italic>, explaining the incidence behavior by 39.72% with the whole model (<xref ref-type="table" rid="t8">Table 8</xref>). In the highest temperature values (between March and June) with an average of 30 °C (<xref ref-type="table" rid="t2">Table 2</xref>), the incidence remained at values close to 45% (<xref ref-type="fig" rid="f2">Figure 2B</xref>); however, the temperature decreased slightly, except for certain events with maximum peaks, coinciding with the increase in incidence. On the other hand, severity could not be explained from the behavior of any of the analyzed meteorological variables. This raises the hypothesis that there are factors intrinsic to the pathogen or the host that influence a lesser or greater aggressiveness of the disease, under the meteorological conditions of the study area. </p>
				<p>In <italic>P. pinnatum</italic>, the multiple regression analysis indicated a relationship of incidence and severity of foliar Anthracnose with wind speed, explained in 44.59 and 50.29% of its behavior with the whole model, respectively (<xref ref-type="table" rid="t9">Tables 9</xref> and <xref ref-type="table" rid="t10">10</xref>). <xref ref-type="fig" rid="f6">Figures 6E</xref> and <xref ref-type="fig" rid="f7">7E</xref> show that the maximum values of wind speed, which correspond to March-April, coincided with the highest values recorded in both incidence and severity. Nevertheless, it is noted that these variables were not correlated (<xref ref-type="table" rid="t7">Table 7</xref>).</p>
				<p>
					<table-wrap id="t9">
						<label>Table 9</label>
						<caption>
							<title>Multiple regression between meteorological variables and the incidence of <italic>Colletotrichum</italic> spp. in the foliage of <italic>P. pinnatum</italic>, registered from 26-03-2016 to 06-11-2016.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt9.jpg"/>
					</table-wrap>
				</p>
				<p>
					<table-wrap id="t10">
						<label>Table 10</label>
						<caption>
							<title>Multiple regression between meteorological variables and the severity of <italic>Colletotrichum</italic> spp. in the foliage of <italic>P. pinnatum</italic>, registered from 26-03-2016 to 06-11-2016.</title>
						</caption>
						<graphic xlink:href="2248-7026-rfnam-75-01-9773-gt10.jpg"/>
					</table-wrap>
				</p>
				<p>The temperature was the only variable that influenced the development of the disease in <italic>E. cyclocarpum</italic>, showing a negative correlation. Although an optimal temperature range of 25-30 °C is proposed for <italic>Colletotrichum</italic> spp. (<xref ref-type="bibr" rid="B20">Miles <italic>et al</italic>., 2013</xref>), the different fungal species present specific requirements (<xref ref-type="bibr" rid="B17">Lima <italic>et al</italic>., 2015</xref>). In this study, when the temperature was more favorable for the activity of the pathogen, an increase in the disease was evidenced. Nonetheless, to better understand the effect of temperature on the development of the disease, it would be necessary to carry out complementary research on the specific optimum temperature of the <italic>Colletotrichum</italic> species found in the forests of the Caribbean region.</p>
				<p>In other interactions, in addition to temperature, relative humidity affects the expression of disease, such as those observed in Anthracnose caused by <italic>Colletotrichum</italic> spp. in avocado (<xref ref-type="bibr" rid="B19">Márquez, 2016</xref>), and in mango inflorescences (<xref ref-type="bibr" rid="B24">Páez <italic>et al</italic>., 2003</xref>). Likewise, correlations have been described between solar radiation and the number of lesions of <italic>C. gloesporioides</italic> in <italic>Stylosanthes scabra</italic> (<xref ref-type="bibr" rid="B25">Pangga <italic>et al</italic>., 2011</xref>), on the survival and production of conidia of <italic>Colletotrichum acutatum</italic> (<xref ref-type="bibr" rid="B10">Fracarolli <italic>et al</italic>., 2016</xref>), or the beginning of <italic>Colletotrichum lindemuthianum</italic> infections in beans (<xref ref-type="bibr" rid="B26">Pérez-Vega <italic>et al</italic>., 2010</xref>). Nevertheless, in the present study, this variable was not determining for the disease behavior. </p>
				<p>For <italic>P. pinnatum</italic>, although the regression analysis indicated a relation between wind speed and level of disease (incidence and severity), the correlation was not significant. In contrast, disease incidence in <italic>E. cyclocarpum</italic> was correlated with wind speed. The effect of wind speed on diseases caused by <italic>Colletotrichum</italic> spp. is mainly related as a complementary mechanism of spore dissemination (<xref ref-type="bibr" rid="B30">Siddiqui and Ali, 2014</xref>). However, the correlation between disease increase and wind speed is not clear. According to <xref ref-type="bibr" rid="B13">Guyot <italic>et al.</italic> (2005</xref>), although strong winds can favor an increase in infections, this phenomenon does not necessarily produce a notable dispersal of spores.</p>
				<p>In this study, no relationship was found between rainfall and disease progress under conditions of the Universidad del Magdalena campus. Similar results have been observed in the epidemiology of <italic>Colletotrichum</italic> spp. in mango (<xref ref-type="bibr" rid="B24">Páez <italic>et al.,</italic> 2003</xref>) and in <italic>Heliconias</italic> cultivars (<xref ref-type="bibr" rid="B18">López-Vásquez <italic>et al.,</italic> 2013</xref>). Some studies show that high rainfall does not necessarily favor the dispersal of <italic>Colletotrichum</italic> spp. spores. (<xref ref-type="bibr" rid="B13">Guyot <italic>et al.</italic>, 2005</xref>). Even heavy rainfall can have a negative effect on the severity of <italic>Colletotrichum</italic> spp., due to the washing of the inoculum caused by the rains (<xref ref-type="bibr" rid="B15">Huertas-Palacios <italic>et al.,</italic> 2009</xref>).</p>
			</sec>
		</sec>
		<sec sec-type="conclusions">
			<title>CONCLUSIONS</title>
			<p>Foliar Anthracnose associated with <italic>Colletotrichum</italic> spp. in forest species varied with the period of the year and the host. During the months with the highest rainfall, the highest incidence and severity values were presented in <italic>E. cyclocarpum</italic>; however, in <italic>P. pinnatum</italic>, the maximum values were observed during the dry period. Likewise, the values of the development rate and the area under the disease progress curve indicated different behaviors in each pathosystem.</p>
			<p>The progress of the disease was related to relative humidity, temperature, solar radiation and wind speed for <italic>E. cyclocarpum</italic>. In <italic>P. pinnatum</italic>, no correlation was found between environmental factors and disease level. It is highlighted that the phenological cycles of the host, which define defoliation and successive regrowth, influenced the initiation and development of multiple infective processes. It would be necessary to clarify the influence of the disease/pathogen presence in the host’s defoliation in further investigations. </p>
			<p>Finally, the initial hypothesis was confirmed, since the behavior of foliar anthracnose caused by <italic>Colletotrichum</italic> spp. varied according to the forest species. This research provides the first epidemiological studies of <italic>Colletotrichum</italic> spp. associated with forest trees in the Colombian</p>
		</sec>
	</body>
	<back>
		<ref-list>
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