# Effect of Fungicide Applications on Grain Sorghum (Sorghum bicolor L.) Growth and Yield

Authors: Dan D. Fromme; Trey Price; Josh Lofton; Tom Isakeit; Ronnie Schnell; Syam Dodla; Daniel Stephenson; W. James Grichar; Keith Shannon
Journal: International Journal of Agronomy
 (2017)

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## Abstract

Field studies were conducted in the upper Texas Gulf Coast and in central Louisiana during the 2013 through 2015 growing seasons to evaluate the effects of fungicides on grain sorghum growth and development when disease pressure was low or nonexistent. Azoxystrobin and flutriafol at 1.0 L/ha and pyraclostrobin at 0.78 L/ha were applied to the plants of two grain sorghum hybrids (DKS 54-00, DKS 53-67) at 25% bloom and compared with the nontreated check for leaf chlorophyll content, leaf temperature, and plant lodging during the growing season as well as grain mold, test weight, yield, and nitrogen and protein content of the harvested grain. The application of a fungicide had no effect on any of the variables tested with grain sorghum hybrid responses noted. DKS 53-67 produced higher yield, greater test weight, higher percent protein, and N than DKS 54-00. Results of this study indicate that the application of a fungicide when little or no disease is present does not promote overall plant health or increase yield.


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## Body

## 1. Introduction

Fungicides are a vital solution to the effective control of plant diseases which are estimated to cause yield reductions of almost 20% in major food and cash crops worldwide [1]. In the past few years, there has been increased controversy over whether fungicides should be applied to field crops in the absence of disease [2, 3]. Despite a lack of scientific evidence supporting “plant health,” the US Environmental Protection Agency has granted a supplemental label for the use of pyraclostrobin (Headline®, BASF Corp., Research Triangle Park, NC 27709) fungicide for “plant health” [4], which may be misleading. Fungicides have been shown to have effects on crop growth and physiology by various disruptions such as growth reduction, perturbation in the development of reproductive organs, alteration of nitrogen, and/or carbon metabolism leading to a lower nutrient availability for plant growth. The sensitivity of some plant species may depend on the developmental stage (e.g., more sensitive to the treatments at young stages or during critical events such as reproduction) or the type of pesticides used [1].Grain sorghum in the US is primarily grown on dryland hectares in the “sorghum belt” which stretches from South Dakota to southern Texas. In 2015, grain sorghum was planted on 3.4 million hectares with an average yield of 4409 kg/ha [5]. Fungicides have been used in grain sorghum to manage a number of foliar diseases in the southern US including anthracnose (Colletotrichum graminicola [Ces.] G. W. Wilson [syn.C.sublineolum P. Henn., in Kabat. & Bubak]), gray leaf spot (Cercospora sorghi Ellis & Everh.), target leaf spot (Bipolaris sorghicola [Lefebvre & Sherwin] Alcorn), and zonate leaf spot (Gloeocercospora sorghi D. Bain & Edgerton ex Deighton) [6, 7]. Older fungicides used to manage grain sorghum diseases had multisite modes of action and were contact fungicides which remain on the leaf surface and were easily washed off [8]. With improved chemistry, systemic fungicides are now available and these types of fungicides are absorbed by the leaves and move within the treated plant [8]. Systemic fungicides allow growers to properly manage grain sorghum diseases now more than ever before.The quinone outside inhibitor (QoI) class of fungicides, commonly referred to as strobilurins, are a relatively newer class of fungicides that have been commercially available in Europe and the US since the mid-to-late 1990s [9]. This class of fungicides disrupt electron transport in the mitochondria and diminish adenosine triphosphate (ATP) production [9], which effectively prevents spore germination and reduces mycelial growth in ascomycetes, basidiomycetes, deuteromycetes, and oomycetes [10, 11]. This mode of action is also purported to induce nonfungicidal, physiological changes within the plant, such as greater chlorophyll retention, increased water and nitrogen use efficiency, and delayed senescence [12–14].Three of the newer fungicides labeled for use in grain sorghum are azoxystrobin, flutriafol, and pyraclostrobin. Azoxystrobin and pyraclostrobin are strobilurin-type fungicides that have shown activity against many different fungal pathogens in soybean (Glycine max L.), peanut (Arachis hypogaea L.), and various other crops [15–18]. Pyraclostrobin is rapidly absorbed by leaf tissue and has demonstrated translaminar movement through layers of the leaf; however, the material is not redistributed throughout the plant like a true systemic fungicide [9, 19]. Selected rates of pyraclostrobin have superior activity against the peanut leafspots, caused byCercospora arachidicola andC. personatum, as well as soil-borne diseases such as southern stem rot (Sclerotium rolfsii Sacc.) [20].Azoxystrobin is reported to have activity against bothRhizoctonia solani andPythium spp. [21–23]. Uptake of azoxystrobin into leaves is a gradual process; for example, 1 to 3% of the applied material is absorbed into a grape leaf within 24 hr of foliar application [9]. Strobilurins like azoxystrobin move across the leaf surface and into the waxy cuticle of the leaf (locally systemic) and may even move into the cuticle of the underside of the leaf (translaminar activity) [24]. Some of the material also may move into the xylem and be transported upwards; however, the plant does not transport much, if any, fungicide down to the roots [9].Flutriafol is a systemic demethylation inhibitor (DMI) fungicide that is labeled as a curative or a preventative treatment in grain sorghum [25]. The material inhibits the specific enzyme, C14-demethylase, a fungal cytochrome P450, which plays a role in sterol production [25]. Sterols are a requirement for fungal membrane structure and function and are essential for the development of functional cell walls [24, 25]. It was first registered by the EPA for use on apples (Malus domestica Borkh) and soybeans in 2010. In 2012, the fungicide was approved for use on corn (Zea mays L.) [25]. Recently, flutriafol received approval for use on cotton (Gossypium hirsutum L.) to managePhymatotrichopsis root rot of cotton [26].There is very limited information available on the response of grain sorghum to fungicides, especially to document whether a fungicide application causes nonfungicidal physiological changes and yield increases in years of little disease development. However, growers continue to inquire about the use of fungicides in grain sorghum production and their value. Therefore, the objectives of this research were (1) to assess the effects of fungicide applications applied to grain sorghum on seed yield when foliar disease incidence was low or nonexistent and (2) to determine if a fungicide application can be associated with nonfungicidal physiological changes and yield components or grain composition under field conditions.


## 2. Materials and Methods

### 2.1. Research Sites

Grain sorghum fungicide studies were conducted in 2013 along the upper Texas Gulf Coast near Wharton on the Michael Beard Farm (29.296036N, 96.221369W) and in 2014 (31.17540N, 92.40517W) and 2015 (31.17302N, 92.40922W) in central Louisiana at the Rapides Parish-Dean Lee Research and Extension Center near Alexandria, Louisiana. Cotton was planted prior to grain sorghum at the two locations in all three years. Soil type at the Wharton location was a Lake Charles clay (fine, smectitic, hyperthermic, Typic Hapluderts) with a pH of 6.5 while soils at both Alexandria locations was a Coushatta silt loam (fine-silty, mixed, superactive, thermic Fluventic Eutrudepts-Coushatta silt loam) with a pH range of 6.5 to 6.8. Conventional tillage systems were used at both locations and both sites were maintained under rainfed conditions. Fertilizer at the Wharton location included 125 kg/ha of N, 44 kg/ha of P, 17 kg/ha of K, and 8 kg/ha of Zn while at Alexandria 168 kg/ha of N, 34 kg/ha of P, 67 kg/ha of K, and 2 kg/ha of Zn were applied in both years. Plots were maintained weed-free at the Wharton County location throughout the growing season using a preemergence (PRE) application of a premix of dimethenamid P plus atrazine (Guardsman Max®, BASF Corporation, Research Triangle Park, NC 27709) at 3.2 L/ha plus dimethenamid (Outlook®, BASF Corporation, Research Triangle Park, NC 27709) at 0.13 kg/ha while at the Alexandria location,S-metolachlor (Medal II®, Syngenta Crop Protection, Greensboro, NC 27419) at 1.2 L/ha plus atrazine at 3.55 L/ha were applied PRE. No insecticides were applied at the Wharton location; however, at Alexandria in 2014, two applications of sulfoxaflor (Transform®, Dow AgroSciences, Indianapolis, IN 46268) were applied at 110 ml/ha. In 2015, sulfoxaflor was applied at 73 ml/ha followed by flupyradifurone (Sivanto, Bayer CropSciences LP, Research Triangle Park, NC 27709) at 365 ml/ha. In both years, these insecticides were applied to control the sugarcane aphid (Melanaphis sacchari L.). Prior to harvest, glyphosate (Roundup WeatherMaxx®, Monsanto Co., St. Louis, MO 63167) at 2.24 L/ha was applied at 30% physiological maturity to hasten grain drydown and aid in plant desiccation for ease of harvest. Plots were hand harvested and mechanically threshed at Wharton (July 9, 2013) while a small plot combine was used at the Alexandria location (August 18, 2014; August 5, 2015). Final yields were adjusted to 14% moisture.


### 2.2. Grain Sorghum Hybrids and Fungicide Treatments

Grain sorghum hybrids (DKS 54-00 and DKS 53-67) were those commonly used in production fields in south-central Texas and central Louisiana. Grain sorghum seed was planted at the rate of 198,000 seed/ha with either a 2- or 4-row cone planter. Planting dates were March 8, 2013, at the Wharton County location and April 4, 2014, and April 1, 2015, at the Alexandria location. Treatments consisted of a factorial arrangement of the two grain sorghum hybrids with four fungicide treatments (nontreated, azoxystrobin and flutriafol at 1.0 L/ha and pyraclostrobin at 0.78 L/ha). Only azoxystrobin included Agridex (Helena Chemical Co., 6075 Poplar Ave., Memphis, TN 38119), a crop oil concentrate, at 1.0% v/v. Each study was replicated four times.


### 2.3. Plots and Rainfall

Individual plots consisted of four rows (102 cm centers at Wharton and 97 cm centers at Alexandria) by 15.2 m long with 4 reps at each location. The four rows of each plot in each study were sprayed with fungicide and data (including yield) were collected from the middle two rows. Rainfall for the upper Texas Gulf Coast (Wharton, TX) in 2013 can be best described as well below average for all months of the growing season with the exception of April (Table1). Seasonal rainfall at the Alexandria location in 2014 can be described as below average during the early part of the growing season (March through April) but near or above average during the rest of the growing season. The 2015 growing season can be described as above normal rainfall early (March through June) but below average during July and August (Table 1).Table 1
Rainfall amounts during the 2013 through 2015 growing season at each test location.
Month Wharton, Texas (2013) Alexandria, Louisiana Monthly 30 yr average 2014 2015 30 yr average Mm March 12.7 80.8 49.0 180.9 131.9 April 116.8 83.8 96.5 229.6 116.1 May 66.0 119.4 110.5 160.8 119.9 June 20.3 126.5 111.0 137.9 136.9 July 33.0 83.1 132.1 46.5 112.0 August 38.1 74.9 215.4 41.7 103.9 Total 286.9 568.5 714.5 797.4 720.7


### 2.4. Fungicide Application

At the Wharton County location, fungicides were applied with a Lee® Spider sprayer equipped with one 8003 XR flat fan nozzle (TeeJet Spraying Systems Co., Wheaton, IL 60188) per row, while at Alexandria, fungicides were applied with a CO2-propellant backpack sprayer equipped with one 8001 flat fan spray nozzle (TeeJet Spraying Systems Co., Wheaton, IL 60188) per row. At all locations, fungicides were applied in 140 L of water/ha at a pressure of 315 kPa at the Wharton County location or 504 kPa at Alexandria. Fungicides were applied at 25% bloom at each location which was 84 (May 31), 80 (June 23), and 83 (June 23) days after planting (DAP) in 2013, 2014, and 2015, respectively.


### 2.5. Leaf Chlorophyll Concentration

Grain sorghum leaf chlorophyll concentrations were determined using a SPAD 502 chlorophyll meter (Konica Minolta; Ramsey, NJ 07446). Readings were taken on the flag leaf between the mid-vein and leaf margin and reported values are the average of readings collected from ten plants in the center two rows of each plot at solar noon. Measurements were taken on a weekly basis beginning the day before fungicide application until black layer was reached.


### 2.6. Leaf Temperature

Leaf temperature readings were taken using a Raytek ST Pro temperature gun (Raytek Corp.; Santa Cruz, CA 95061). Readings were taken at the same location and time as leaf chlorophyll measurements on ten plants and reported values are the average of the readings.


### 2.7. Seed N and Protein, Stalk Lodging, and Grain Mold Ratings

Seed N and protein were determined by the high temperature combustion process [27–29] (Texas A&M Soil, Water and Forage Testing Lab; College Station, TX 77843). Stalk lodging data was collected the day prior to harvest and was calculated based on the total number of plants lodged per plot divided by the total number of plants per plot. Grain mold was determined on a scale of 1 to 5 with 1 = seed bright with no mold or discoloration and 5 = seed covered entirely with mold and was deteriorated and looked dead.


### 2.8. Data Analysis

The treatment design was a factorial arrangement using a randomized complete block design with fungicides and grain sorghum hybrids as factors. An analysis of variance was performed using the ANOVA procedure for SAS (SAS Institute, 1998, SAS user’s guide, SAS Institute, Cary, NC) to evaluate the significance of fungicide and grain sorghum hybrid on overall plant health which included leaf chlorophyll concentration and temperature, plant lodging, grain mold, grain test weight and yield, and percent nitrogen and protein in the grain. The Fishers Protected LSD at the 0.05 level of probability was used for separation of mean differences.


## 2.1. Research Sites

Grain sorghum fungicide studies were conducted in 2013 along the upper Texas Gulf Coast near Wharton on the Michael Beard Farm (29.296036N, 96.221369W) and in 2014 (31.17540N, 92.40517W) and 2015 (31.17302N, 92.40922W) in central Louisiana at the Rapides Parish-Dean Lee Research and Extension Center near Alexandria, Louisiana. Cotton was planted prior to grain sorghum at the two locations in all three years. Soil type at the Wharton location was a Lake Charles clay (fine, smectitic, hyperthermic, Typic Hapluderts) with a pH of 6.5 while soils at both Alexandria locations was a Coushatta silt loam (fine-silty, mixed, superactive, thermic Fluventic Eutrudepts-Coushatta silt loam) with a pH range of 6.5 to 6.8. Conventional tillage systems were used at both locations and both sites were maintained under rainfed conditions. Fertilizer at the Wharton location included 125 kg/ha of N, 44 kg/ha of P, 17 kg/ha of K, and 8 kg/ha of Zn while at Alexandria 168 kg/ha of N, 34 kg/ha of P, 67 kg/ha of K, and 2 kg/ha of Zn were applied in both years. Plots were maintained weed-free at the Wharton County location throughout the growing season using a preemergence (PRE) application of a premix of dimethenamid P plus atrazine (Guardsman Max®, BASF Corporation, Research Triangle Park, NC 27709) at 3.2 L/ha plus dimethenamid (Outlook®, BASF Corporation, Research Triangle Park, NC 27709) at 0.13 kg/ha while at the Alexandria location,S-metolachlor (Medal II®, Syngenta Crop Protection, Greensboro, NC 27419) at 1.2 L/ha plus atrazine at 3.55 L/ha were applied PRE. No insecticides were applied at the Wharton location; however, at Alexandria in 2014, two applications of sulfoxaflor (Transform®, Dow AgroSciences, Indianapolis, IN 46268) were applied at 110 ml/ha. In 2015, sulfoxaflor was applied at 73 ml/ha followed by flupyradifurone (Sivanto, Bayer CropSciences LP, Research Triangle Park, NC 27709) at 365 ml/ha. In both years, these insecticides were applied to control the sugarcane aphid (Melanaphis sacchari L.). Prior to harvest, glyphosate (Roundup WeatherMaxx®, Monsanto Co., St. Louis, MO 63167) at 2.24 L/ha was applied at 30% physiological maturity to hasten grain drydown and aid in plant desiccation for ease of harvest. Plots were hand harvested and mechanically threshed at Wharton (July 9, 2013) while a small plot combine was used at the Alexandria location (August 18, 2014; August 5, 2015). Final yields were adjusted to 14% moisture.


## 2.2. Grain Sorghum Hybrids and Fungicide Treatments

Grain sorghum hybrids (DKS 54-00 and DKS 53-67) were those commonly used in production fields in south-central Texas and central Louisiana. Grain sorghum seed was planted at the rate of 198,000 seed/ha with either a 2- or 4-row cone planter. Planting dates were March 8, 2013, at the Wharton County location and April 4, 2014, and April 1, 2015, at the Alexandria location. Treatments consisted of a factorial arrangement of the two grain sorghum hybrids with four fungicide treatments (nontreated, azoxystrobin and flutriafol at 1.0 L/ha and pyraclostrobin at 0.78 L/ha). Only azoxystrobin included Agridex (Helena Chemical Co., 6075 Poplar Ave., Memphis, TN 38119), a crop oil concentrate, at 1.0% v/v. Each study was replicated four times.


## 2.3. Plots and Rainfall

Individual plots consisted of four rows (102 cm centers at Wharton and 97 cm centers at Alexandria) by 15.2 m long with 4 reps at each location. The four rows of each plot in each study were sprayed with fungicide and data (including yield) were collected from the middle two rows. Rainfall for the upper Texas Gulf Coast (Wharton, TX) in 2013 can be best described as well below average for all months of the growing season with the exception of April (Table1). Seasonal rainfall at the Alexandria location in 2014 can be described as below average during the early part of the growing season (March through April) but near or above average during the rest of the growing season. The 2015 growing season can be described as above normal rainfall early (March through June) but below average during July and August (Table 1).Table 1
Rainfall amounts during the 2013 through 2015 growing season at each test location.
Month Wharton, Texas (2013) Alexandria, Louisiana Monthly 30 yr average 2014 2015 30 yr average Mm March 12.7 80.8 49.0 180.9 131.9 April 116.8 83.8 96.5 229.6 116.1 May 66.0 119.4 110.5 160.8 119.9 June 20.3 126.5 111.0 137.9 136.9 July 33.0 83.1 132.1 46.5 112.0 August 38.1 74.9 215.4 41.7 103.9 Total 286.9 568.5 714.5 797.4 720.7


## 2.4. Fungicide Application

At the Wharton County location, fungicides were applied with a Lee® Spider sprayer equipped with one 8003 XR flat fan nozzle (TeeJet Spraying Systems Co., Wheaton, IL 60188) per row, while at Alexandria, fungicides were applied with a CO2-propellant backpack sprayer equipped with one 8001 flat fan spray nozzle (TeeJet Spraying Systems Co., Wheaton, IL 60188) per row. At all locations, fungicides were applied in 140 L of water/ha at a pressure of 315 kPa at the Wharton County location or 504 kPa at Alexandria. Fungicides were applied at 25% bloom at each location which was 84 (May 31), 80 (June 23), and 83 (June 23) days after planting (DAP) in 2013, 2014, and 2015, respectively.


## 2.5. Leaf Chlorophyll Concentration

Grain sorghum leaf chlorophyll concentrations were determined using a SPAD 502 chlorophyll meter (Konica Minolta; Ramsey, NJ 07446). Readings were taken on the flag leaf between the mid-vein and leaf margin and reported values are the average of readings collected from ten plants in the center two rows of each plot at solar noon. Measurements were taken on a weekly basis beginning the day before fungicide application until black layer was reached.


## 2.6. Leaf Temperature

Leaf temperature readings were taken using a Raytek ST Pro temperature gun (Raytek Corp.; Santa Cruz, CA 95061). Readings were taken at the same location and time as leaf chlorophyll measurements on ten plants and reported values are the average of the readings.


## 2.7. Seed N and Protein, Stalk Lodging, and Grain Mold Ratings

Seed N and protein were determined by the high temperature combustion process [27–29] (Texas A&M Soil, Water and Forage Testing Lab; College Station, TX 77843). Stalk lodging data was collected the day prior to harvest and was calculated based on the total number of plants lodged per plot divided by the total number of plants per plot. Grain mold was determined on a scale of 1 to 5 with 1 = seed bright with no mold or discoloration and 5 = seed covered entirely with mold and was deteriorated and looked dead.


## 2.8. Data Analysis

The treatment design was a factorial arrangement using a randomized complete block design with fungicides and grain sorghum hybrids as factors. An analysis of variance was performed using the ANOVA procedure for SAS (SAS Institute, 1998, SAS user’s guide, SAS Institute, Cary, NC) to evaluate the significance of fungicide and grain sorghum hybrid on overall plant health which included leaf chlorophyll concentration and temperature, plant lodging, grain mold, grain test weight and yield, and percent nitrogen and protein in the grain. The Fishers Protected LSD at the 0.05 level of probability was used for separation of mean differences.


## 3. Results and Discussion

Across years at both locations, very few or no foliar disease symptoms were present among the two grain sorghum hybrids (data not shown) even though rainfall was near normal or above normal at Alexandria (Table1). Also, across all variables tested, differences between the untreated check and any fungicide treatment were noted only in 2015 and there was not a fungicide by hybrid interaction for any variables tested (data not shown). Grain sorghum hybrid response to the several test variables was noted (Table 2). This indicates that grain sorghum was only slightly affected by the application of a fungicide. This is contrary to industry advertisements claiming otherwise.Table 2
Fungicide and hybrid response to the different variables for the 2013 through 2015 growingseasonsa.
Year, fungicide, hybrid Leaf chlorophyll concentration Leaf temperature (°C) Test weight Yield Protein N Grain mold Weeks after planting Kg/ha % 2013 13 15 11 12 13 14 15 Fungicide Untreated 48.7a 39.7a 31.9a 31.6a 31.3a 33.3a 34.3a 64.5a 6391a 11.7a 1.9a 1.0a Azoxystrobin 47.6a 39.6a 31.9a 31.4a 31.0a 33.2a 33.6a 64.0a 6297a 12.0a 1.9a 1.0a Flutriafol 48.1a 41.0a 31.3a 30.7a 30.9a 33.7a 31.1a 64.0a 6387a 11.5a 1.8a 1.0a Pyraclostrobin 49.2a 40.5a 31.9a 30.6a 31.5a 32.9a 33.6a 64.1a 6394a 11.9a 1.9a 1.0a Hybrid 53-67 49.1a 43.4a 31.3a 32.5a 31.0a 31.3b 31.2b 65.2a 6610a 12.1a 1.9a 1.0a 54-00 47.7b 37.0b 32.2a 29.6b 31.4a 35.2a 36.6a 63.1b 6125b 11.4b 1.8b 1.0a  2014 Fungicide Untreated 46.8a 42.3a 31.2a 31.6a 32.3a 31.7a 32.1a 62.1a 8978a 10.0a 1.6a 2.0a Azoxystrobin 45.6a 42.4a 31.7a 31.4a 32.4a 31.4a 32.1a 61.7a 8897a 9.6a 1.5a 1.9a Flutriafol 46.5a 41.9a 31.1a 30.7a 32.0a 30.9a 32.1a 63.1a 9069a 9.8a 1.6a 1.9a Pyraclostrobin 46.8a 42.1a 31.1a 31.3a 31.9a 31.2a 31.9a 63.0a 9279a 10.3a 1.6a 1.9a Hybrid 53-67 46.5a 40.4b 32.2a 31.9a 31.4b 30.3b 31.6b 64.1a 9365a 10.2a 1.6a 1.6b 54-00 46.3a 43.9a 30.4b 30.6b 32.9a 32.3a 32.6a 60.8b 8746b 9.7a 1.5b 2.3a  2015 Fungicide Untreated 47.7a 44.2a 29.2bc 28.8a 33.2a 30.9a 31.0a 65.5a 7058ab 9.0a 1.4a 1.5a Azoxystrobin 46.5ab 45.4a 29.1c 28.7a 33.3a 31.2a 31.4a 64.3a 6520b 8.4a 1.4a 1.0b Flutriafol 47.6a 44.3a 29.8ab 26.7a 32.4a 30.5a 31.1a 64.2a 7499a 8.6a 1.4a 1.0b Pyraclostrobin 45.1b 44.9a 30.1a 28.6a 31.8a 30.1a 31.3a 63.9a 6600b 8.8a 1.4a 1.0b Hybrid 53-67 46.7a 44.7a 29.6a 27.7a 32.7a 30.7a 31.2a 64.5a 6919a 9.4a 1.5a 1.1a 54-00 46.7a 44.7a 29.6a 28.8a 32.7a 30.7a 31.2a 64.5a 6919a 8.0b 1.3b 1.1a M e a n s   a followed by the same letter are not significantly different at P=0.05. G r a i n   b mold score: 1 to 5 with 1: seed bright with no mold or discoloration and 5: seed covered entirely with mold and deteriorated and looking dead.


### 3.1. Leaf Chlorophyll Content

The effect of fungicide was only noted in 2015 at 13 weeks after planting when the untreated and flutriafol treatments produced the highest readings and pyraclostrobinthe lowest (Table2). Also, hybrid response was noted in 2013 at 13 weeks after planting when DKS 53-67 resulted in higher readings than DKS 54-00 and also in 2013 and 2014 at 15 weeks after planting when different results were noted. In 2013, DKS 53-67 resulted in the highest reading while in 2014 the opposite was found. Henry et al. [30] noted no difference in leaf chlorophyll readings with nine different fungicides on soybean.


### 3.2. Leaf Temperature Readings

Only in 2015 at week 11 was a response noted with fungicides while hybrid differences were noted in 2013 and 2014 (Table2). In 2015 at week 11, leaf temperature was the greatest with pyraclostrobin while azoxystrobin produced the lowest temperature. Hybrid differences in leaf temperature were noted in 2013 and 2014 but not 2015 (Table 2). Results were inconsistent in both years as in some instances DKS 53-67 produced higher leaf temperatures and in other instances DKS 54-00 produced higher temperatures.


### 3.3. Test Weight

Only a hybrid response was noted in 2013 and 2014 with DKS 53-67 producing higher test weight than DKS 54-00 in both years.


### 3.4. Yield

A response to fungicides was noted only in 2015 (Table2). Flutriafol produced the highest yield and azoxystrobin and pyraclostrobin the lowest. However, no fungicide treatment was different from the untreated check. In 2013 and 2014, DKS 53-67 outyielded DKS 54-00. Swoboda and Pedersen [31] noted, in a 2-year study on soybean, that fungicides had no effect on yield. Grichar [15] noted that the use of fungicides on soybean along the upper Texas Gulf Coast under little or no disease pressure resulted in few increases in yield and subsequent increases in net returns. In several instances, the use of fungicides resulted in a decrease in net returns, especially in a year with below normal rainfall. However, Paul et al. [32] reported that, in corn, generally the mean yield was higher in plots treated with fungicides than in the nontreated plots.


### 3.5. Protein Content

Only a hybrid response was noted with DKS 53-67 having a higher protein content than DKS 54-00 in both 2013 and 2015 with no differences noted in 2014 (Table2). Swoboda and Pedersen [31] noted no differences in protein content among fungicide treatments in soybean.


### 3.6. Seed N Content

As was seen with protein content, only a hybrid response was noted. In all three years, DKS 53-67 had a higher N content than DKS 54-00.


### 3.7. Grain Mold

In 2015, the untreated check resulted in a higher grain mold rating than any of the fungicide treatments while in 2014 a hybrid difference was noted as DKS 54-00 had a higher rating than DKS 53-67 (Table2).


### 3.8. Lodging

No lodging was noted with any hybrid or fungicide treatment (data not shown).The results from the various variables tested in this study fail to show a consistent overall improvement in plant health and other advantages to using a fungicide under low disease pressure. Other studies in various crops have also failed to indicate that the application of a fungicide would improve overall plant health and result in an increase in yield. The prophylactic use of fungicides may confer risks beyond economic losses. QoI or strobilurin fungicides are classified by the Fungicide Resistance Action Committee (FRAC) as high-risk for resistance development [30]. Over 40 pathogens have been reported as being resistant to QoI fungicides worldwide [33]. Recently, isolates ofCercospora sojina Hara on soybean were confirmed as resistant to strobilurin fungicides even though these fungicides have only been widely used in soybean for a few years [34]. Swoboda and Pedersen [31] concluded that under the low disease incidence noted in Iowa a low probability exists that the use of a fungicide on soybean would increase yield by mechanisms other than disease control. Wrather et al. [35] reported that foliar applications of azoxystrobin may be useful for the management of some foliar soybean diseases, but azoxystrobin may increase the percent ofPhomopsis spp. seed infection. It was felt that azoxystrobin may interfere with the plant’s natural defense mechanism toPhomopsis spp., or it may protect the plant from other diseases, thus extending the life of the plant so thatPhomopsis spp. has more time to move from the pod into the seed. Spokas and Jacobson [36] reported no long-term negative impacts on the soil system or strawberry (Fragaria x ananassa) production as a consequence of strobilurin usage. In one of two years, they reported a yield boost on strawberries as a result of fungicide usage.Paul et al. [32] stated that unless a corn crop is at risk of developing fungal disease, farmers would be smart to skip fungicide treatments that promise increased yields. They reported that fungicides used in fields where conditions were optimal for fungal diseases improved yields and paid for themselves. Some studies in wheat(Triticum aestivum) have indicated that QoI and DMI fungicides may delay senescence causing a “greening effect” by reducing oxygen in the leaves thereby protecting plants from toxic reactive oxygen species [37]. Others have hypothesized that the greening effect in wheat is a result of the inhibition of ethylene production by the QoI fungicides [13]. Other research has found no effect of the QoI or DMI fungicides on wheat senescence, biomass, or yield [38].In conclusion, in the absence of any disease pressure, the application of a fungicide may not improve grain sorghum plant health or increase yield and may ultimately reduce net returns because of the added cost of a fungicide and application. However, if conditions are conducive to disease development, the application of a fungicide may prove beneficial.


## 3.1. Leaf Chlorophyll Content

The effect of fungicide was only noted in 2015 at 13 weeks after planting when the untreated and flutriafol treatments produced the highest readings and pyraclostrobinthe lowest (Table2). Also, hybrid response was noted in 2013 at 13 weeks after planting when DKS 53-67 resulted in higher readings than DKS 54-00 and also in 2013 and 2014 at 15 weeks after planting when different results were noted. In 2013, DKS 53-67 resulted in the highest reading while in 2014 the opposite was found. Henry et al. [30] noted no difference in leaf chlorophyll readings with nine different fungicides on soybean.


## 3.2. Leaf Temperature Readings

Only in 2015 at week 11 was a response noted with fungicides while hybrid differences were noted in 2013 and 2014 (Table2). In 2015 at week 11, leaf temperature was the greatest with pyraclostrobin while azoxystrobin produced the lowest temperature. Hybrid differences in leaf temperature were noted in 2013 and 2014 but not 2015 (Table 2). Results were inconsistent in both years as in some instances DKS 53-67 produced higher leaf temperatures and in other instances DKS 54-00 produced higher temperatures.


## 3.3. Test Weight

Only a hybrid response was noted in 2013 and 2014 with DKS 53-67 producing higher test weight than DKS 54-00 in both years.


## 3.4. Yield

A response to fungicides was noted only in 2015 (Table2). Flutriafol produced the highest yield and azoxystrobin and pyraclostrobin the lowest. However, no fungicide treatment was different from the untreated check. In 2013 and 2014, DKS 53-67 outyielded DKS 54-00. Swoboda and Pedersen [31] noted, in a 2-year study on soybean, that fungicides had no effect on yield. Grichar [15] noted that the use of fungicides on soybean along the upper Texas Gulf Coast under little or no disease pressure resulted in few increases in yield and subsequent increases in net returns. In several instances, the use of fungicides resulted in a decrease in net returns, especially in a year with below normal rainfall. However, Paul et al. [32] reported that, in corn, generally the mean yield was higher in plots treated with fungicides than in the nontreated plots.


## 3.5. Protein Content

Only a hybrid response was noted with DKS 53-67 having a higher protein content than DKS 54-00 in both 2013 and 2015 with no differences noted in 2014 (Table2). Swoboda and Pedersen [31] noted no differences in protein content among fungicide treatments in soybean.


## 3.6. Seed N Content

As was seen with protein content, only a hybrid response was noted. In all three years, DKS 53-67 had a higher N content than DKS 54-00.


## 3.7. Grain Mold

In 2015, the untreated check resulted in a higher grain mold rating than any of the fungicide treatments while in 2014 a hybrid difference was noted as DKS 54-00 had a higher rating than DKS 53-67 (Table2).


## 3.8. Lodging

No lodging was noted with any hybrid or fungicide treatment (data not shown).The results from the various variables tested in this study fail to show a consistent overall improvement in plant health and other advantages to using a fungicide under low disease pressure. Other studies in various crops have also failed to indicate that the application of a fungicide would improve overall plant health and result in an increase in yield. The prophylactic use of fungicides may confer risks beyond economic losses. QoI or strobilurin fungicides are classified by the Fungicide Resistance Action Committee (FRAC) as high-risk for resistance development [30]. Over 40 pathogens have been reported as being resistant to QoI fungicides worldwide [33]. Recently, isolates ofCercospora sojina Hara on soybean were confirmed as resistant to strobilurin fungicides even though these fungicides have only been widely used in soybean for a few years [34]. Swoboda and Pedersen [31] concluded that under the low disease incidence noted in Iowa a low probability exists that the use of a fungicide on soybean would increase yield by mechanisms other than disease control. Wrather et al. [35] reported that foliar applications of azoxystrobin may be useful for the management of some foliar soybean diseases, but azoxystrobin may increase the percent ofPhomopsis spp. seed infection. It was felt that azoxystrobin may interfere with the plant’s natural defense mechanism toPhomopsis spp., or it may protect the plant from other diseases, thus extending the life of the plant so thatPhomopsis spp. has more time to move from the pod into the seed. Spokas and Jacobson [36] reported no long-term negative impacts on the soil system or strawberry (Fragaria x ananassa) production as a consequence of strobilurin usage. In one of two years, they reported a yield boost on strawberries as a result of fungicide usage.Paul et al. [32] stated that unless a corn crop is at risk of developing fungal disease, farmers would be smart to skip fungicide treatments that promise increased yields. They reported that fungicides used in fields where conditions were optimal for fungal diseases improved yields and paid for themselves. Some studies in wheat(Triticum aestivum) have indicated that QoI and DMI fungicides may delay senescence causing a “greening effect” by reducing oxygen in the leaves thereby protecting plants from toxic reactive oxygen species [37]. Others have hypothesized that the greening effect in wheat is a result of the inhibition of ethylene production by the QoI fungicides [13]. Other research has found no effect of the QoI or DMI fungicides on wheat senescence, biomass, or yield [38].In conclusion, in the absence of any disease pressure, the application of a fungicide may not improve grain sorghum plant health or increase yield and may ultimately reduce net returns because of the added cost of a fungicide and application. However, if conditions are conducive to disease development, the application of a fungicide may prove beneficial.



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*Source: 5927816-2017-02-21.xml*