<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AJPS</journal-id><journal-title-group><journal-title>American Journal of Plant Sciences</journal-title></journal-title-group><issn pub-type="epub">2158-2742</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajps.2022.135039</article-id><article-id pub-id-type="publisher-id">AJPS-117199</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Effect of Varieties and Fungicide Rate on Chocolate Spot (&lt;i&gt;Botrytis fabae&lt;/i&gt;) Disease of Faba Bean (&lt;i&gt;Vicia faba&lt;/i&gt; L.) at Tach Gayint District in South Gondar Zone, Amhara Region, Ethiopia
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Merkuz</surname><given-names>Abera</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Meseret</surname><given-names>Semagn</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>College of Agriculture and Environmental Sciences, Bahir Dar University, Bahir Dar, Ethiopia</addr-line></aff><pub-date pub-type="epub"><day>16</day><month>05</month><year>2022</year></pub-date><volume>13</volume><issue>05</issue><fpage>588</fpage><lpage>599</lpage><history><date date-type="received"><day>7,</day>	<month>February</month>	<year>2022</year></date><date date-type="rev-recd"><day>8,</day>	<month>April</month>	<year>2022</year>	</date><date date-type="accepted"><day>19,</day>	<month>May</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Faba bean is suffered with many biotic and abiotic factors. Chocolate spot disease, caused by 
  Botrytis fabae is one of the biotic factors limiting yields of this crop resulting in yield losses up to 68% in Ethiopia. The 
  experiment w
  as
   conducted
   during 2020/2021 cropping season at Tach Gayint district, Ethiopia to determine the integration of faba bean varieties and fungicide rates on reducing chocolate spot disease. 
  The experiment consisted of 1
  2
   treatments, viz. three 
  faba bean
   varieties and 
  four rate of Mancozeb fungicide 
  in factorial arrangement. The experiment was laid out as randomized complete block design (RCBD) with three
   replications. Data was collected and analyzed.
   
  Results indicated that, disease incidence was reached at maximum percentage in all treatments on the last dates of assessment. But treatments were significantly difference in severity level. 
  The least disease severity was recorded from varieties treated by 3.5
   
  kg/ha of Mancozeb 80%
   
  WP with mean values Walki (12.7%), and (18.1% and 20.8%) on Gora and local variety respectively at the final dates of disease assessment. Similarly, the reduced AUDPC was also recorded from varieties treated by
   
  3.5
   
  kg/ha of Mancozeb 80% WP with mean values Walki (371.8% unit/day) and (539
  %
   and 686.4% days) on varieties Gora, and Local respectively. Whereas the maximum disease severity and AUDPC were obtained from unsprayed plots. Based on the results obtained, variety Walki treated with Mancozeb 80% WP at rate of 2.5 kg/ha and 3.5
   
  kg/ha were effective to reduce the effect of chocolate spot disease for the study area.
 
</p></abstract><kwd-group><kwd>AUDPC</kwd><kwd> &lt;i&gt;Botrytis fabae&lt;/i&gt;</kwd><kwd> Mancozeb</kwd><kwd> Disease Severity</kwd><kwd> &lt;i&gt;Vicia faba&lt;/i&gt;</kwd><kwd> Variety</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title>Background and Justification<p>Faba bean (Vicia faba) is multi-purpose crop that plays an important role in the socio-economic life of farming communities in Ethiopia [<xref ref-type="bibr" rid="scirp.117199-ref1">1</xref>]. The crop is grown in the highlands (1800 - 3000 m.a.s.l) of the country which receiving an annual rainfall of 700 - 1000 mm where the need for cold temperature is met [<xref ref-type="bibr" rid="scirp.117199-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref3">3</xref>]. The crop occupies the largest area in Ethiopia among other pulses [<xref ref-type="bibr" rid="scirp.117199-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref5">5</xref>].</p><p>Despite the wide cultivation of the crop, its average yield is quite low in Ethiopia and the productivity is far below the potential because of several biotic and abiotic factors [<xref ref-type="bibr" rid="scirp.117199-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref8">8</xref>]. The production of faba bean is about 2.1 ton/ha compared with the production potential ranging from 2.3 to 3.9 tons/ha in Ethiopia [<xref ref-type="bibr" rid="scirp.117199-ref9">9</xref>].</p><p>Diseases are the most important factors limiting the production of faba bean. Chocolate spot disease, caused by Botrytis fabae is one of the yields limiting factor of this crop. It is the most important disease of faba bean worldwide and it can devastate the yield of unprotected crops up to 67% [<xref ref-type="bibr" rid="scirp.117199-ref10">10</xref>]. The disease is highly prevalent and destructive, causing yield loss up to 61% on a susceptible and 34% on tolerant faba bean varieties in the central highlands of Ethiopia [<xref ref-type="bibr" rid="scirp.117199-ref11">11</xref>]. [<xref ref-type="bibr" rid="scirp.117199-ref12">12</xref>] also reported even higher losses of 68% in the unsprayed faba bean plots in northwest Ethiopia. The disease can be occurred across all the agro-ecological zones but it is more serious in areas of high rainfall (&gt;900 mm) and high elevation (&gt;2000 m.a.s.l) [<xref ref-type="bibr" rid="scirp.117199-ref7">7</xref>].</p><p>Various management options have been developed to reduce the yield losses of faba bean due to chocolate spot worldwide including Ethiopia. These include the use of chemical fungicides such as Mancozeb, Fungozeb, Nativo and Diprocon [<xref ref-type="bibr" rid="scirp.117199-ref3">3</xref>], resistant/tolerant varieties [<xref ref-type="bibr" rid="scirp.117199-ref13">13</xref>], use of certain cultural practices such as crop residue management and altering planting date [<xref ref-type="bibr" rid="scirp.117199-ref14">14</xref>] and biological control like Trichoderma harzianum; T. viride; Bacillus subtilis, Pseudomonas putida, Pseudomonas fluorescens and Ampelomyces qusisqualis [<xref ref-type="bibr" rid="scirp.117199-ref15">15</xref>]. As [<xref ref-type="bibr" rid="scirp.117199-ref16">16</xref>] reported, Integration of faba bean varieties with foliar sprays protected high chocolate spot epidemics, increased yield, yield components and maximized marginal benefit compared to a single control approach. Although, several improved faba bean varieties are released and important fungicides are recommended [<xref ref-type="bibr" rid="scirp.117199-ref17">17</xref>]. Farmers still depend on local varieties and raise the lack of improved seed as major problem for faba bean production [<xref ref-type="bibr" rid="scirp.117199-ref18">18</xref>]. There is also a gap on proper usage of the fungicide including its rate, specificity and time of application. With increasing faba bean diseases particularly chocolate spot disease farmers become obligated to shift their land from faba bean to cereal crop production. Currently, there is an urgent need to improve faba bean yield since the crop remains an important crop in the study area. One way of confronting this challenge is with sound crop protection programs that increase the productivity of the crop by refinement of integrated disease management strategies. The objectives of this study were, to evaluate the integration of faba bean varieties and fungicide application rates for reduction of faba bean chocolate spot disease intensity.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Description of the Experimental Site</title><p>The experiment was conducted at Agat farmer training center site in Tach Gayint district. Geographic location of the experimental site was 11˚34'53.9&quot;N latitude and 38˚29'41.7&quot;E longitude with an elevation of 2671 m.a.s.l [<xref ref-type="bibr" rid="scirp.117199-ref19">19</xref>].</p></sec><sec id="s2_2"><title>2.2. Experimental Materials</title><p>In the experiment three faba bean varieties viz. Gora (EK01024-1-2), Walki (improved variety) and one Local variety were used. Varieties were selected based on their resistance level to chocolate spot. Walki is highly resistance, Gora (EK010241-2) moderately resistant [<xref ref-type="bibr" rid="scirp.117199-ref20">20</xref>] and local susceptible to chocolate spot was taken. [<xref ref-type="bibr" rid="scirp.117199-ref7">7</xref>] reported that in most cases local varieties are low yielding and highly susceptible to both biotic and abiotic stresses.</p><p>Seeds of the two varieties (Gora and Walki) were obtained from Adet and Gondar Agricultural Research Centers and local cultivar from farmer saved seeds. Fungicide (Mancozeb 80% WP) was used in this study and it was obtained from legal and authorized local market, since it is available in the area. As [<xref ref-type="bibr" rid="scirp.117199-ref17">17</xref>] Pulse crop manual, it is indicated, Mancozeb 80% WP is the best fungicide to manage chocolate spot of faba bean and also based on the research of [<xref ref-type="bibr" rid="scirp.117199-ref16">16</xref>] on management of chocolate spot the highest grain yield was recorded from plots sprayed with Mancozeb 80% WP.</p><sec id="s2_2_1"><title>2.2.1. Experimental Design and Procedures</title><p>The treatments were arranged in a randomized complete block design (RCBD) with factorial combination of four application rates of Mancozeb fungicide (unsprayed, 1.5 kg/ha, 2.5 kg/ha and 3.5 kg/ha) and three varieties (Local,Gora and Walki) in three replications (<xref ref-type="table" rid="table1">Table 1</xref>). The recommended rate of Mancozeb 80% WP for the management of chocolate spot disease 2.5 kg/ha were used as a base line [<xref ref-type="bibr" rid="scirp.117199-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref17">17</xref>]. During fungicide sprays, plastic sheet was used to separate the plot being sprayed from the adjacent plots to prevent inter-plot interference of spray drift. The plots were 2.5 m (length) &#215; 1.6 m (width) with four seedling rows. Spacing between blocks was 1 m and spacing’s between plots, rows, and plants was 0.5 m, 0.4 m, and 10 cm, respectively. Faba bean grain yield was harvested from middle rows of each plot, leaving two outer rows on both sides to avoid the border effect. The yield data of the plots was converted to ton per hectare. The plots were fertilized with Diammonium phosphate (DAP) at the rate of 100 kg/ha<sup>−</sup><sup>1</sup> and Weeding was performed three times. Disease development was entirely based on natural inoculums in which the site is hot spot area for the disease.</p></sec><sec id="s2_2_2"><title>2.2.2. Data Collection</title><p>All disease data were recorded since disease on set observed on the field and</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Experimental design and treatment combinations under field conditions</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >No</th><th align="center" valign="middle" >Treatments</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Local unsprayed</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >Local + Mancozeb 1.5 kg/ha</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >Local + Mancozeb 2.5 kg/ha</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >Local + Mancozeb 3.5 kg/ha</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >Walki unsprayed</td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >Walki + Mancozeb 1.5 kg/ha</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >Walki + Mancozeb 2.5 kg/ha</td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >Walki + Mancozeb 3.5 kg/ha</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >Gora unsprayed</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >Gora + Mancozeb 1.5 kg/ha</td></tr><tr><td align="center" valign="middle" >11</td><td align="center" valign="middle" >Gora + Mancozeb 2.5 kg/ha</td></tr><tr><td align="center" valign="middle" >12</td><td align="center" valign="middle" >Gora + Mancozeb 3.5 kg/ha</td></tr></tbody></table></table-wrap><p>continued every ten days until the crop maturity.</p><p>1) Disease Incidence</p><p>Disease incidence is the percentage of plants which show symptoms of infection from the total plants considered. Both diseased and healthy plants were counted from the quadrate for disease incidence. The percentage of disease incidence (PDI) was calculated according to the formula indicated below [<xref ref-type="bibr" rid="scirp.117199-ref21">21</xref>].</p><p>Disease incidence = No .of diseased plants total plants observed &#215; 100</p><p>2) Disease Severity</p><p>The disease severity was recorded from ten pre-tagged plants in each plot. It was recorded as the percentage of the total leaf surface covered with chocolate spot lesions on each expanded leaflet separately at regular intervals using a 0 - 9 scale (<xref ref-type="table" rid="table2">Table 2</xref>).</p><p>The severity grades were converted into percentage severity index (PSI) according to the formula by [<xref ref-type="bibr" rid="scirp.117199-ref22">22</xref>].</p><p>PSI = Sum of numerical rating No .of plant scored &#215; max max score on scale &#215; 100</p><p>3) Area under Disease Progress Curve (AUDPC)</p><p>The area under the disease progress curve (AUDPC) was calculated for each plot from PSI according to [<xref ref-type="bibr" rid="scirp.117199-ref23">23</xref>].</p><p>AUDPC = ∑ i − 1 n − 1 0.5 ( x i + 1 + x i ) ( t i + 1 − t i )</p><p>where, x<sub>i</sub> represents the cumulative disease severity expressed as a proportion at the ith observation, t<sub>i</sub> the time of the ith assessment, and n the total number of observations. AUDPC values were expressed in %-days.</p><p>4) Disease progress rate</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Percent of infection and scale for recording severity of chocolate spot</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >0 = No disease symptoms 3 = Few small disease lesions 5 = Some coalesced lesions with some defoliation 7 = Large coalesced lesion sporulation lesions, 50% defoliation and some dead plants 9 = Extensive, heavy sporulation, stem girdling, blackening and death of more than 80% of plants.</th></tr></thead></tbody></table></table-wrap><p>Source: [<xref ref-type="bibr" rid="scirp.117199-ref24">24</xref>].</p><p>Disease progress rate was calculated using the appropriate model for each treatment. The apparent infection rate, expressed in disease units per day, was calculated from disease severity data transformed to logistic model (ln[(Y/1 − Y)]) [<xref ref-type="bibr" rid="scirp.117199-ref25">25</xref>] and Gompertz, −ln[−ln(Y)] where Y and 1 − Y represent the proportion of infected plants and the proportion of healthy plants remaining in the plot, respectively. The transformed values (y) were regressed over time (as DAS) [<xref ref-type="bibr" rid="scirp.117199-ref23">23</xref>].</p></sec><sec id="s2_2_3"><title>2.2.3. Statistical Data Analysis</title><p>Data was subjected to analysis of variance (ANOVA) to determine the effects of varieties and fungicide rate combination. ANOVA in the significant of their effect, means will separated using Fisher’s protected least significance difference (LSD) test at 0.05 level of probability [<xref ref-type="bibr" rid="scirp.117199-ref26">26</xref>]. The data was analyzed using Statistical Analysis System (SAS) software version 9.2 [<xref ref-type="bibr" rid="scirp.117199-ref27">27</xref>].</p></sec></sec></sec><sec id="s3"><title>3. Results and Discussion</title>Evaluation of Chocolate Spot Disease Management Options<p>1) Disease incidence</p><p>On the experimental plots, chocolate spot was first appeared on the Local variety (51 Days after Sowing [DAS]) and four and seven days later was observed on Gora and Walki varieties respectively. The analysis of variance indicated that the main effect of varieties and fungicide rates significantly (P ≤ 0.05) reduce the incidence of chocolate spot disease recorded on all assessment dates from 62 - 112 DAS. Variation in the disease might be due to the difference in levels of resistance of the varieties and fungicide application rates (<xref ref-type="table" rid="table3">Table 3</xref>).</p><p>The disease was more rapid on local variety, which reached at higher level of final disease incidence (100%) followed by Gora (96.7%) 112 DAS. Lower disease incidence (85%) was recorded on variety Walki, (<xref ref-type="table" rid="table3">Table 3</xref>) at the final date of assessment. This observation was agreed with the earlier reports by [<xref ref-type="bibr" rid="scirp.117199-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.117199-ref16">16</xref>] found that the disease development rate that was affected by the resistant level of the crop which is high on susceptible and low on resistant ones. Similarly, [<xref ref-type="bibr" rid="scirp.117199-ref28">28</xref>] reported that, Walki was highly resistance to chocolate spot disease than other evaluated eight faba bean varieties (Tumsa,Walki,Shallo,Degaga,Gebelcho,Hachalu Moti and Mosisaa).</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Main effect of faba bean varieties and fungicide rates on incidence of chocolate spot disease under field condition at Tach Gayint District during 2020/2021</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" >62 DAS</th><th align="center" valign="middle" >72 DAS</th><th align="center" valign="middle" >82 DAS</th><th align="center" valign="middle" >92 DAS</th><th align="center" valign="middle" >102 DAS</th><th align="center" valign="middle" >112 DAS</th></tr></thead><tr><td align="center" valign="middle" >Variety</td><td align="center" valign="middle" >Local</td><td align="center" valign="middle" >56.67<sup>a</sup></td><td align="center" valign="middle" >69.167<sup>a</sup></td><td align="center" valign="middle" >84.2<sup>a</sup></td><td align="center" valign="middle" >91.7<sup>a</sup></td><td align="center" valign="middle" >97.5<sup>a </sup></td><td align="center" valign="middle" >100<sup>a </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Walki</td><td align="center" valign="middle" >20<sup>c</sup></td><td align="center" valign="middle" >37.5<sup>c</sup></td><td align="center" valign="middle" >56.7<sup>c </sup></td><td align="center" valign="middle" >75.8<sup>b</sup></td><td align="center" valign="middle" >80.8<sup>b </sup></td><td align="center" valign="middle" >85<sup>b </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Gora</td><td align="center" valign="middle" >40<sup>b</sup></td><td align="center" valign="middle" >58.3<sup>b</sup></td><td align="center" valign="middle" >72.5<sup>b</sup></td><td align="center" valign="middle" >89.2<sup>a</sup></td><td align="center" valign="middle" >92.5<sup>a </sup></td><td align="center" valign="middle" >96.7<sup>a </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >LSD</td><td align="center" valign="middle" >5.8336</td><td align="center" valign="middle" >3.8291</td><td align="center" valign="middle" >5.2969</td><td align="center" valign="middle" >5.592</td><td align="center" valign="middle" >8.2</td><td align="center" valign="middle" >5.4485</td></tr><tr><td align="center" valign="middle" >Fungicide rate</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >45.6<sup>a </sup></td><td align="center" valign="middle" >71.1<sup>a </sup></td><td align="center" valign="middle" >81<sup>a </sup></td><td align="center" valign="middle" >96.7<sup>a </sup></td><td align="center" valign="middle" >97.8<sup>a </sup></td><td align="center" valign="middle" >97.8<sup>a </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg/haM 80% WP</td><td align="center" valign="middle" >41.1<sup>ba </sup></td><td align="center" valign="middle" >58.9<sup>b </sup></td><td align="center" valign="middle" >74.4<sup>b </sup></td><td align="center" valign="middle" >88.9<sup>b </sup></td><td align="center" valign="middle" >91<sup>ba </sup></td><td align="center" valign="middle" >96.7<sup>ba </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg/haM 80% WP</td><td align="center" valign="middle" >35.6<sup>bc </sup></td><td align="center" valign="middle" >46.7<sup>c </sup></td><td align="center" valign="middle" >67.8<sup>c </sup></td><td align="center" valign="middle" >82.2<sup>c </sup></td><td align="center" valign="middle" >96.7<sup>a </sup></td><td align="center" valign="middle" >91.1<sup>c </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg/haM 80% WP</td><td align="center" valign="middle" >33<sup>c </sup></td><td align="center" valign="middle" >43.3<sup>c </sup></td><td align="center" valign="middle" >61<sup>d </sup></td><td align="center" valign="middle" >76.67<sup>c </sup></td><td align="center" valign="middle" >83<sup>b </sup></td><td align="center" valign="middle" >90<sup>c </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >LSD (0.05)</td><td align="center" valign="middle" >6.7361</td><td align="center" valign="middle" >4.4215</td><td align="center" valign="middle" >6.1164</td><td align="center" valign="middle" >6.3487</td><td align="center" valign="middle" >9.4627</td><td align="center" valign="middle" >6.2914</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CV (%)</td><td align="center" valign="middle" >17.7</td><td align="center" valign="middle" >8.2</td><td align="center" valign="middle" >8.79</td><td align="center" valign="middle" >7.6</td><td align="center" valign="middle" >10.7</td><td align="center" valign="middle" >6.8</td></tr></tbody></table></table-wrap><p>Means within the same column followed by the same letter(s) are not significantly different; DAS = Days after Sowing, LSD (0.05) = Least significant Difference at P ≤ 0.05; M = Mancozeb; CV = Coefficient of Variations; WP = Wettable powder.</p><p>Fungicide rate also significantly different from each other for disease incidence, the mean disease incidence was at initial 45.6% (62 DAS) and final 97.8% (112 DAS) on unsprayed plots and 33% at initial (62 DAS) and 90% at final (112 DAS) on 3.5 kg/ha (<xref ref-type="table" rid="table3">Table 3</xref>). This result was agreed with [<xref ref-type="bibr" rid="scirp.117199-ref3">3</xref>] who showed that Mancozeb at the rate of 2.5 kg/ha significantly reduce the incidence of chocolate spot disease.</p><p>2) Disease severity</p><p>Based on the interaction effects of varieties and fungicide rates, maximum disease severity was recorded from the unsprayed varieties local (60%), and (40% and 23%) from Gora and Walki respectively and the least disease severity was recorded from varieties treated with 3.5 kg/ha of Mancozeb 80% WP fungicide rate i.e. Walki (12.7%), and (20.8% and 18.1%) on local and Gora respectively at the final dates of disease assessment (112 DAS) (<xref ref-type="table" rid="table4">Table 4</xref>). This finding disagreed with the research done by [<xref ref-type="bibr" rid="scirp.117199-ref16">16</xref>] who considered that Mancozeb fungicide at a rate of 2 kg/ha integrated with faba bean varieties is enough to reduce severity of chocolate spot disease. [<xref ref-type="bibr" rid="scirp.117199-ref3">3</xref>] also reported that Mancozeb fungicide at a rate of 2.5 kg/ha integrated with faba bean varieties can reduce severity of chocolate spot disease.</p><p>The maximum amount of disease severity was recorded from unsprayed local variety (60%) compared with other treatments and the least from variety Walki treated with 2.5 kg/ha and 3.5 kg/ha of Mancozeb 80% WP fungicide rate (13%</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Interaction effect of faba bean varieties and fungicide rates on severity of chocolate spot disease under field condition at Tach Gayint District during 2020/2021</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Variety</th><th align="center" valign="middle" >Fungicide rate</th><th align="center" valign="middle" >62DAS</th><th align="center" valign="middle" >72DAS</th><th align="center" valign="middle" >82DAS</th><th align="center" valign="middle" >92DAS</th><th align="center" valign="middle" >102DAS</th><th align="center" valign="middle" >112DAS</th></tr></thead><tr><td align="center" valign="middle" >Local</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >12.6<sup>a </sup></td><td align="center" valign="middle" >22.8<sup>a </sup></td><td align="center" valign="middle" >33.7<sup>a </sup></td><td align="center" valign="middle" >47.1<sup>a </sup></td><td align="center" valign="middle" >53<sup>a </sup></td><td align="center" valign="middle" >60<sup>a </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg/ha M 80% WP</td><td align="center" valign="middle" >11.5<sup>b </sup></td><td align="center" valign="middle" >17.2<sup>b </sup></td><td align="center" valign="middle" >21<sup>b </sup></td><td align="center" valign="middle" >27.2<sup>b </sup></td><td align="center" valign="middle" >31.<sup>c </sup></td><td align="center" valign="middle" >36.6<sup>b </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg/haM 80% WP</td><td align="center" valign="middle" >10<sup>c </sup></td><td align="center" valign="middle" >12<sup>d </sup></td><td align="center" valign="middle" >15.3<sup>c </sup></td><td align="center" valign="middle" >17.6<sup>c </sup></td><td align="center" valign="middle" >21.4<sup>ed </sup></td><td align="center" valign="middle" >24.2<sup>d </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg/haM 80% WP</td><td align="center" valign="middle" >8.9<sup>d </sup></td><td align="center" valign="middle" >9.6<sup>e </sup></td><td align="center" valign="middle" >12.3<sup>d </sup></td><td align="center" valign="middle" >14.3<sup>de </sup></td><td align="center" valign="middle" >17.6<sup>gf </sup></td><td align="center" valign="middle" >20.8<sup>ed </sup></td></tr><tr><td align="center" valign="middle" >Walki</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >3.5<sup>ih </sup></td><td align="center" valign="middle" >7.8<sup>f </sup></td><td align="center" valign="middle" >11.1<sup>ed </sup></td><td align="center" valign="middle" >16.5<sup>dc </sup></td><td align="center" valign="middle" >20.1<sup>ef </sup></td><td align="center" valign="middle" >23<sup>d </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg/haM 80% WP</td><td align="center" valign="middle" >3.1<sup>i </sup></td><td align="center" valign="middle" >5<sup>h </sup></td><td align="center" valign="middle" >8.3<sup>hgf </sup></td><td align="center" valign="middle" >10.7<sup>fg </sup></td><td align="center" valign="middle" >14.1<sup>ih </sup></td><td align="center" valign="middle" >15.8<sup>gf </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg/haM 80% WP</td><td align="center" valign="middle" >2.9<sup>i </sup></td><td align="center" valign="middle" >3.3<sup>i </sup></td><td align="center" valign="middle" >7.1<sup>hg </sup></td><td align="center" valign="middle" >10<sup>fg </sup></td><td align="center" valign="middle" >12.1<sup>ih </sup></td><td align="center" valign="middle" >13<sup>g </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg/haM 80% WP</td><td align="center" valign="middle" >2.7<sup>i </sup></td><td align="center" valign="middle" >3.8<sup>i </sup></td><td align="center" valign="middle" >6<sup>h </sup></td><td align="center" valign="middle" >8.4<sup>g </sup></td><td align="center" valign="middle" >11.2<sup>i </sup></td><td align="center" valign="middle" >12.7<sup>g </sup></td></tr><tr><td align="center" valign="middle" >Gora</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >6.9<sup>e </sup></td><td align="center" valign="middle" >15.6<sup>c </sup></td><td align="center" valign="middle" >21.5<sup>b </sup></td><td align="center" valign="middle" >28<sup>b </sup></td><td align="center" valign="middle" >35<sup>b </sup></td><td align="center" valign="middle" >40.2<sup>b </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg/haM 80% WP</td><td align="center" valign="middle" >4.8<sup>gf </sup></td><td align="center" valign="middle" >8<sup>f </sup></td><td align="center" valign="middle" >12.6<sup>d </sup></td><td align="center" valign="middle" >18.2<sup>c </sup></td><td align="center" valign="middle" >23.9<sup>d </sup></td><td align="center" valign="middle" >29.1<sup>c </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg/haM 80% WP</td><td align="center" valign="middle" >5.6<sup>f </sup></td><td align="center" valign="middle" >7.4<sup>f </sup></td><td align="center" valign="middle" >10.6<sup>edf </sup></td><td align="center" valign="middle" >15.7<sup>dc </sup></td><td align="center" valign="middle" >19.1<sup>ef </sup></td><td align="center" valign="middle" >22.4<sup>d </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg/haM 80% WP</td><td align="center" valign="middle" >4.43<sup>gh </sup></td><td align="center" valign="middle" >6.5<sup>g </sup></td><td align="center" valign="middle" >9.2<sup>egf </sup></td><td align="center" valign="middle" >11.4<sup>fe </sup></td><td align="center" valign="middle" >15.5<sup>gh </sup></td><td align="center" valign="middle" >18.1<sup>ef </sup></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >LSD (0.05)</td><td align="center" valign="middle" >1.11</td><td align="center" valign="middle" >0.8522</td><td align="center" valign="middle" >2.3384</td><td align="center" valign="middle" >2.9552</td><td align="center" valign="middle" >3.48</td><td align="center" valign="middle" >3.6</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CV (%)</td><td align="center" valign="middle" >10.2</td><td align="center" valign="middle" >5.07</td><td align="center" valign="middle" >9.8</td><td align="center" valign="middle" >9.3</td><td align="center" valign="middle" >9.0</td><td align="center" valign="middle" >8.07</td></tr></tbody></table></table-wrap><p>Means within the same column followed by the same letter(s) are not significantly different; DAS = Days after Sowing, LSD (0.05) = Least significant Difference at P ≤ 0.05; M = Mancozeb; CV = Coefficient of Variations; WP = Wettable powder.</p><p>and 12.7%) respectively at the final date of disease assessment (112DAS) (<xref ref-type="table" rid="table4">Table 4</xref>). This finding was similar with [<xref ref-type="bibr" rid="scirp.117199-ref29">29</xref>] who reported that highest mean disease severity (47%) was recorded from unsprayed plot compared with highly protected plots with mean value (2%). Similarly, [<xref ref-type="bibr" rid="scirp.117199-ref30">30</xref>] showed that, applications of fungicide integrated with resistance varieties of faba bean increases the potential of reducing the severity of chocolate spot diseases than susceptible varieties.</p><p>3) Area under disease progress curve (AUDPC)</p><p>The analysis of variance showed that there was a significant difference (P ≤ 0.05) among main effect of varieties, fungicide rates and the interaction effects of varieties and fungicide rates for AUDPC (<xref ref-type="table" rid="table5">Table 5</xref>).</p><p>Based on the interaction effect of varieties and fungicide rate the local variety of faba bean sprayed with 1.5 kg/ha, 2.5 kg/ha and 3.5 kg/ha of Mancozeb 80%</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Interaction effect of faba bean varieties and fungicide rates on area under disease progress curve and apparent infection rate of chocolate spot disease under field condition at Tach Gayint District during 2020/2021</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Varieties</th><th align="center" valign="middle" >Fungicide rate</th><th align="center" valign="middle" >AUDPC (%-day)</th><th align="center" valign="middle" >Apparent infection rate (unit/day)</th></tr></thead><tr><td align="center" valign="middle" >Local</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >1927.5<sup>a </sup></td><td align="center" valign="middle" >0.028318</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg M 80% WP</td><td align="center" valign="middle" >1205<sup>b </sup></td><td align="center" valign="middle" >0.014985</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg M 80% WP</td><td align="center" valign="middle" >835.3<sup>c </sup></td><td align="center" valign="middle" >0.012150</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg M 80% WP</td><td align="center" valign="middle" >686.4<sup>d </sup></td><td align="center" valign="middle" >0.011784</td></tr><tr><td align="center" valign="middle" >Walki</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >686.87<sup>d </sup></td><td align="center" valign="middle" >0.016301</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg/haM 80% WP</td><td align="center" valign="middle" >475.7<sup>fe </sup></td><td align="center" valign="middle" >0.013034</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg/ha M 80% WP</td><td align="center" valign="middle" >403.8<sup>fg </sup></td><td align="center" valign="middle" >0.009879</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg/ha M 80% WP</td><td align="center" valign="middle" >371.8<sup>g </sup></td><td align="center" valign="middle" >0.008941</td></tr><tr><td align="center" valign="middle" >Gora</td><td align="center" valign="middle" >Unsprayed</td><td align="center" valign="middle" >1238.6<sup>b </sup></td><td align="center" valign="middle" >0.020897</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.5 kg/ha M 80% WP</td><td align="center" valign="middle" >795.6<sup>c </sup></td><td align="center" valign="middle" >0.018299</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.5 kg/ha M 80% WP</td><td align="center" valign="middle" >668<sup>d </sup></td><td align="center" valign="middle" >0.013828</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.5 kg/ha M 80% WP</td><td align="center" valign="middle" >539<sup>e </sup></td><td align="center" valign="middle" >0.012122</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >LSD (0.05)</td><td align="center" valign="middle" >82</td><td align="center" valign="middle" >0.0031</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CV (%)</td><td align="center" valign="middle" >5.9</td><td align="center" valign="middle" >12.2</td></tr></tbody></table></table-wrap><p>Means within the same column followed by the same letter(s) are not significantly different; AUDPC = Area under disease progress curve; LSD (0.05) = Least significant Difference at P ≤ 0.05; M = Mancozeb; CV = Coefficient of Variations; WP = Wettable powder.</p><p>WP fungicide rate showed that mean AUDPC value of 1205, 835.3 and 686 (% day) respectively, but the unsprayed local variety showed mean AUDPC value of 1927.5% day. The improved varieties Walki and Gora showed that the mean AUDPC value of (475.7, 403.8 and 371.8) %-day and (795.6, 668 and 539) % day sprayed with 1.5 kg/ha, 2.5 kg/ha and 3.5 kg/ha of fungicide rate respectively. However, the unsprayed varieties Walki and Gora showed mean AUDPC value of 686.7 and 1238.6 (% day) respectively (<xref ref-type="table" rid="table5">Table 5</xref>). Highest mean AUDPC value was observed from local unsprayed 1927.5% day and lowest AUDPC from Walki sprayed with 3.5 kg/ha of Mancozeb 80% WP fungicide rate 371.8% day (<xref ref-type="table" rid="table5">Table 5</xref>). This result was agreed with [<xref ref-type="bibr" rid="scirp.117199-ref31">31</xref>] who reported that lowest AUDPC recorded from Walki variety treated with Mancozeb fungicide. Similarly, [<xref ref-type="bibr" rid="scirp.117199-ref32">32</xref>] showed that area under disease progress curve exhibited significant difference (P ≤ 0.05) on the interaction effect of varieties and fungicide sprayed treatments. [<xref ref-type="bibr" rid="scirp.117199-ref33">33</xref>] indicated that AUDPC is used to make comparison between treatments and [<xref ref-type="bibr" rid="scirp.117199-ref34">34</xref>] also showed that comparisons of disease progress curves and AUDPC between treatments are the most commonly used tools for evaluating practical disease management strategies.</p><p>4) Disease progress rate</p><p>Both logistic ln[(y/1 − y)], [<xref ref-type="bibr" rid="scirp.117199-ref25">25</xref>] and Gompertz, −ln[−ln(y)] models were tested to choose the best fitted one in describing the rate of the disease development. The goodness of fit of models was tested based on the magnitude of the coefficient of determination (R<sup>2</sup>). Then based on their coefficient of determination values (R<sup>2</sup>), Gompertz model was better than the logistic model for the chocolate spot disease and was used to determine the disease progress rate parameters in the study. This showed that chocolate spot infection rate is apparently related to the logarithm of the ratio of the amount of diseased and healthy tissues present as described by [<xref ref-type="bibr" rid="scirp.117199-ref23">23</xref>].</p><p>Significant (P &lt; 0.05) differences were observed on disease progress rate among varieties, fungicide rates by their main effects and their interaction.</p><p>Local variety sprayed with 1.5 kg/ha, 2.5 kg/ha and 3.5 kg/ha gave 0.01498467, 0.009879 and 0.008941 units/day compared with its respective unsprayed local variety (0.028318 units-day) and variety Walki sprayed with 1.5 kg/ha, 2.5 kg/ha and 3.5 kg/ha gave 0.013034, 0.01215033 and 0.01178367 units/day compared with its respective unsprayed (0.01630133) units/day. The disease progress rate of variety Gora sprayed with 1.5 kg/ha, 2.5 kg/ha and 3.5 kg/ha also gave 0.018299, 0.013828 and 0.01212167 units/day compared with unsprayed Gora variety which had 0.020897 units/day (<xref ref-type="table" rid="table5">Table 5</xref>). In this study, all varieties sprayed with 3.5 kg/ha of Mancozeb fungicide rate gave maximum apparent infection rate than their respective other combinations (unsprayed, 1.5 kg/ha, and 2.5 kg/ha). These results indicated that the disease has progressed at faster rate on the unsprayed plot than plots which were sprayed with Mancozeb fungicide. This result is in agreement with [<xref ref-type="bibr" rid="scirp.117199-ref35">35</xref>] who showed that plots sprayed with Mancozeb retarded the apparent infection rate than unsprayed plots. Similarly, [<xref ref-type="bibr" rid="scirp.117199-ref16">16</xref>] reported that varieties sprayed with Mancozeb 80% WP were effective to reduce the apparent infection rate of chocolate spot disease than unsprayed varieties. Maximum apparent infection rate was recorded from Local unsprayed (0.028318 units/day) and the minimum was from Walki sprayed with 3.5 kg/ha (0.008941 units/day). This finding becomes in agreement with [<xref ref-type="bibr" rid="scirp.117199-ref31">31</xref>] who showed that integrated use of resistance varieties with fungicide effectively reduced apparent infection rate of chocolate spot disease.</p></sec><sec id="s4"><title>4. Conclusions and Recommendations</title><p>Use of host plant resistance and application of Mancozeb fungicide considerably reduced the severity of the disease. Variety Walki retarded the effect of chocolate spot disease compared with Gora and Local varieties. High disease epidemics (AUDPC values of 1927.5%, 1238.6% and 686.87% unit/day) occurred on unsprayed plots of the varieties; Local, Gora and Walki, respectively. The present study has determined that an application of Mancozeb fungicide at a rate of 2.5 kg/ha for variety Walki and at a rate of 3.5 kg/ha for Local and Gora varieties were more feasible for the management of chocolate spot and increases the grain yields markedly.</p><p>Based on the results obtained, variety Walki was best in performance by retarding the effect of chocolate spot disease and it should be addressed to farmers. Application of Mancozeb 80% WP at 2.5 and 3.5 kg/ha of on different faba bean varieties was effective to minimize the yield loss of faba bean and could be recommended to manage chocolate spot of faba bean. However, the experiment should be repeated across different environments over years in order to give the right recommendations and its rate may need to be well refined.</p></sec><sec id="s5"><title>Acknowledgements</title><p>Our deepest gratitude goes to Bahir Dar University and farmers in the Experimental area</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this manuscript.</p></sec><sec id="s7"><title>Cite this paper</title><p>Abera, M. and Semagn, M. (2022) Effect of Varieties and Fungicide Rate on Chocolate Spot (Botrytis fabae) Disease of Faba Bean (Vicia faba L.) at Tach Gayint District in South Gondar Zone, Amhara Region, Ethiopia. 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