Transcript for How Foliar Disease Control Increases Corn Yields and Kernel Weight
All right. So, my name is uh Dan Quinn, corn aronomist uh assistant professor and and corn aronomist here at Purdue. And I'll also introduce uh Darcy who's with me as well. >> Yep. So Darcy Teleno, extension plant pathologist at Purdue and here to back up Dan as we talk about this. >> Yep. So title of our talk is folure disease control impacts on on corn grain filter duration and kernel weight accumulation in corn. And you know, I'll jump right in and and one thing that that I often present when I when I give a lot of presentations in terms of just corn management in general is just kind of taking a a step back and and looking at just overall yield components and and how yield is determined and formed in corn and also understanding that, you know, a lot of these components are developed throughout the entire season. And I think this kind of leads into to where we're going with with some of this information and also kind of gives a perspective of of where we wanted to look in terms of, you know, not only just looking at grain yield as a whole with with disease control, but actually what specific components are are impacted uh when we when we control disease and corn. Um so, you know, the first thing is that corn yield components are are really developed throughout the entire season. you know, they start with, you know, one of the first main components is just the number of yield producing plants. So, your final harvest population up until about the V6 growth stage, you know, 18 to 20in tall corn, you know, then we move into, you know, the more rapid growth phase in corn when you you see that really rapid vegetative growth. What's interesting about this portion is is that the corn plants are determining how big their ears are going to be. Um, so this is more so of when that corn plant's determining what the potential um kernel number is going to be. So potential row number and and potential kernels um per row. So even before you can visually see that ear um that corn plant is is starting to determine how big it's its ear is going to be. You think about you know pollination. You know pollination is is so critical for corn period. Um corn is really sensitive during this this period of time from you know all sorts of stressors you know predominantly water stress, nutrient stress, disease stress. Um this is often the growth stage that corn will has the highest percent yield loss per day uh when we have certain stressors um in corn. But you know a lot of that that yield component aspect is specific to actual kernel number um per ear. So, you know, earlier this was, you know, potential kernel number. Now, we're determining actual kernel number. And a lot of that has to do with both pollination success and and kernel survival. And then lastly, really the last uh yield component and what we look at and and where kind of this presentation is going to focus some and and where some of the research that we've we've looked at this a little bit more intensively is actually kernel weight. Um so getting into the later reproductive stages you know R2 R3 all the way to physiological maturity in corn is is really looking at yield in terms of the size and the weight and the amount of dry matter in these kernels or that grain filling period. Uh so this was an an area specific yield component that we wanted to to look at a little bit further when it comes to folure disease control and and yield improvement in corn. So you know overall corn is yield is a very complex process. We we do a lot especially on my side in in aronomy realm to to understand and keep improving corn yield but it really boils down to how do we optimize kernel number per unit area um and how do we optimize kernel weight and there's a lot of trade-offs between you know if kernel weight is increased a lot of times we see lower kernel numbers kernel numbers increase per year uh we also see kernel weight. So there's an inverse relationship between those two. Um but trying to understand both of them and and how we can improve e both of them at the same time is important and a lot of that has to do with you know reducing yield limiting factors throughout the season right and there's a lot of yield limiting factors a lot of stressors that we have to address and manage for and the one we'll largely focus on today is is folure disease and corn. So I I share this um a little bit further in terms of the table. Um some of this work was data from from our own program. Some of it's actually out of out of Iowa Iowa State University as well. But I feel this this table, you know, looking at late reproductive stages. So R5 would be Dent all the way to physiological maturity. You know, this is just estimated kernel nut kernel moisture at that point in time. So you think about, you know, as corn approaches physiological maturity, that moisture in that grain is is decreasing all the way to harvest. But we often look at this uh specific column here just looking at at dry matter or what the percent of total dry weight, dry starch, dry matter in that kernel. And also showing that even at dent, you know, which is pretty progressed in terms of reproductive stages, only about 45% of that kernel dry matter has been achieved. So that shows you that even you know stressors that are you know R3 R4 leading into R5 can still impact um grain yield as well and a lot of it has to do with you know not only grain filteration but just the size and weight of those kernels. You know yield bushels per acre is a volumetric measurement but farmers are going to be paid off of weight per acre. Um so this just illustrates again you know the stressors in those late reproductive stages um can still impact yield. A lot of that has to do with the specific weight of those kernels. Then we also have you know the growing degree days between these individual stages and also the estimated number of days uh between each one of those those stages. So now I'll let Darcy uh take over here. >> Yep. And so the other aspect of this is is just asking you know what is the folure disease impact on yield. And what I did here is just pull the overall estimated yield losses across the United States and Canada for folure diseases in corn. And you can kind of see since 2015 there's a general trend downward. You know as we get hybrids with good disease resistance packages you know our risk towards those diseases um is seem to does seem to decline. But you can see there are points in in this this tracking since 2012 that we have outbreaks. Right. So 2018 and 2021 that's where we got hit really hard with tar spot or other folure diseases that may impact yield. Then you can kind of see on 2024 um again each year to year is going to depend on the environmental conditions for the folure diseases on which disease may appear in that crop canopy and also lead to that potential loss in yield. So if we tease it apart um particularly here in Indiana I think there are four important diseases that we track that are on that can impact yields in the full upper canopy. uh one being gray leaf spot I would say is the one uh that is most predominant across the state and been a disease we've been tracking for a long num period of time. Generally gray leaf spot we get good management at that applying a fundicide at that VTR1 stage um for protecting yields against that disease. Um northern corn leaf blight can appear in pockets. So it's important to understand if you've had a history of that disease if you can select hybrids that may have better disease resistance for that. um lately in the last this last year. Southern rust has been a big concern in 2025. So that is a disease you know we track and I'll get into a little bit more in each one specifically but you know whether how soon southern rust moves into the state is going to dictate the potential yield impacts of that disease. And then finally a disease that I've been dealing with a lot is the tar spot. And then um for protecting the canopy from tar spot uh our window is a little wider than that standard BTR1 fungicide application. we may want to go a little later since this disease really seems to move in after that R3 um time frame. And so if we just pull out each disease just kind of explore what's happening across the United States and Canada, you can kind of see the yield losses for southern rust where we have fluctuations of whenever that disease moves in. The good news on southern rust is it does not overwinter here in the United States. So every year we start with a clean slate and the question is when do those spores move into your particular area. Um you can kind of see what the map looked like for 2025. So it started in the south in Texas and Florida moved into those southern states in Mississippi, Arkansas and then actually if we had the animated map it actually jumped over to Nebraska. There was a county that turned on before norm um before it really blew across Iowa and into Indiana. Um but again when we found it here in Indiana was about middle of July. So there was some concern if it could blow up and cause some yield losses again, but it's just a disease we're tracking and and to be informed when it blows in whether we need to change our management tools for that or apply a fundicide that's directed for southern rust versus the other diseases. Again, gray leaf spots generally around everywhere. You can kind of see it has a general decline in disease. We maybe had had outbreak in 2018. Um but generally we can use hybrids with good disease packages for gray leaf spots. So we don't have to rely as heavily on our fungicides, but most of our work continues to show that at application at that silking R1 time frame is is really good for managing gray leaf spot. And then finally, tar spot. Again, a disease that we didn't really see any yield impacts until 2018. Uh we did first document it in 2015 here in the United States. So it's now been around over 10 years. Um this disease is highly influenced by environmental conditions. And so year to year, it's important to moni monitor where we see disease active and then are the environmental conditions conducive for the disease to develop. And for Indiana and some of the work we've done, um what we're seeing is we need moderate temperatures in that May to June time frame and with high moisture conditions for those spores to germinate. If the temperatures get too hot and dry, then we'll slow down this disease and it may not have those yield impacts that it that's had previous years. So again, it kind of changes year to year whether this disease is going to be a problem, but again, it is here and may influence how well our fungicides work. >> So, you know, where we started to go with with some of the the recent research was, you know, understanding and and you can kind of see it with some of the photos and information that that Darcy shared is that, you know, one thing with corn and and folure disease, right? If we have folar disease, that's limiting a lot of the green leaf tissue. It's taking over a lot of the green leaf tissue um in corn. And so it's reducing some of that that photosynthetic activity and capacity of that plant later in the season. So sometimes what we'll see with with fungicides is just you know an impact of stay green potential and a lot of that's just you know keeping that plant healthier later in the season controlling some of that disease. Um so we wanted to understand that you know if we are seeing polar disease control if we're seeing some aspects of of just healthier plants later in the season because we're controlling that disease right how does this impact both grain filteration and and kernel weight in corn. A lot of it has to do with okay, you know, if you control further disease, we see yield improvements in corn, but where specifically are some of those yield improvements coming from from a yield component and and physiological aspect um with the plant? And that's where this this publication, recent publication in crop science really highlights uh some of this work and and what I'm going to go through here uh over the next few slides. So, you know, one one aspect before I show some of the data is just helping people understand just the overall grain filling process in corn and and overall grain filter duration and and also where we were going with some of this research. Um here's a good example um from a study that was published out of Kansas State here just kind of highlighting you know that that overall process. Um you look at on this figure here we have days after flowering. Uh we have kernel dry weight. um you typically start with the kernel growth or the lag phase. Um so the lag phase is is really starting to determine okay what is what is that kernel's volume capacity um at that point in time. Um then we have the linear kernel filling rate. Linear kernel filling rate is really when kernels are filling with with water content. Uh there also is a point in time where we're starting to determine what that total uh kernel volume is. Um we see this you know being impacted just with genetics today period. Um hybrids today have actually a longer linear kernel filling rate period um than they used to. They actually have a longer kernel grain fill duration today than what they used to. And then eventually we're going to hit a maximum point and reach physiological maturity or or black layer in the corn. Um, so a lot of this research and and data I'll show is just understanding, you know, if we are able to control folure disease, maybe have a little bit healthier plant later in the season, how does that impact um this overall trend or this overall process, right? Um how does it impact both the duration period but also the maximum um kernel dry weight um in corn as well. So just some examples of of how we approached this. Um, so we actually had ear samples from each plot of each study. We had um studies in in West Lafayette, northwest Indiana, and southwest Indiana. A lot of this intensive sampling was done in in West Central Indiana, West Lafayette uh for for a couple years. Uh we actually took we actually pre-marked these plants. Um so these plants were pre-marked early in the growing season and so that we were able to determine which samp plants we're going to sample from. And then we pulled ears starting about one to two weeks after pollination. We pulled ears every single week. So starting when ears were, you know, kernels were very very small. Um, and we're determining, okay, what is the moisture content, what is the wet weight, and then what is the dry weight of those kernels? And we're doing that on a weekly basis to understand that that full grainful duration. Um, here's just some examples of some ears that we pulled from this research trial. We were actually pulling kernels from the center of the ears to just try and get a a consistent kernel size um in those ears. Um but doing it on a on a weekly basis from every plot for every replication um to see how trial or plots that had a fungicide application. So the fungicide was applied at R1 um versus plots that did not have fungicide application. Um so we track kernel moisture, we track kernel weight, dry matter, wand water content and then that data allows us to look at okay what is the maximum dry weight in those kernels achieved but also what is the grain fill duration and then how does that differ between when I have a fundicide application or when I have fer disease control versus when I don't. So, here's just some examples of of some of the research trials in this this um study. Just give you an example of of some of the disease levels that we had. Um it did vary based on location, but the majority of the I think all of the locations that we did this study in, we did have folure disease. Um in these these research trials, this is from southeast Indiana. Uh so we we took measurements in southeast Indiana looking at kernel dryweight and then looking at folure disease ratings. Uh this is my grad student Molina who who led this project. Um just showing you you know some of the examples you know the intensive plots were ones that had a folure fungicide application at at R1. Uh you can see the difference just in ear leaves right these are ear leaves fold when we had no fungicide application versus when we did in southeast Indiana in in 2022. Um here's just some some overall uh visual differences as well u between between the plots kind of showing you again some of that stay green aspect when we have that fuller disease control you know we'll see this you know with nutrition and moisture and temperature and aspects like that um but these plots were side by side in this research trial so same location same plots the only difference that we had is that we had a a fundicide application at at R1 on the plots here then this was a controlled uh where we had kind of our standard management, standard fertility management, standing seed standard seeding rate management, but no additional disease control um in these plots. And this is right near physiological maturity uh when those images were taken. So you can kind of see the the overall difference and and just plant color uh when you get later in the season uh when we're able to control some of the diseases versus when we're not. And then this is from West Lafayette in 2023. So, saw similar responsiveness um across a lot of our trials. Um we're able to control some of those stressors. We see that plant kind of maintain some of its photos synthetic health a little bit later um in the season versus when we're not able to control some of those stressors. So, control the lefth hand side and fungicide application on the right. So, I'll jump right in and and just show some of the data. Um the the grainfill duration and kernel weight data. Um this is from West Lafayette in 2022. Um you can see we have kernel dry weight here. So this is dry weight and milligrams per individual kernel on the left hand side. And then we have days after silking or days after that R1 growth stage. Um so you can see we probably took it about two weeks after siliconing we started sampling. Um, blue is without R1 fundicide, red is with the R1 fundicide. Everything else in the plots and the treatments were treated the exact same way. Uh, whether it be fertility, hybrid, seeding rate, planning date, all those aspects. Uh, so the only difference was if we had fundicide or not. Um, you can see we started sampling the the grain on a weekly basis and we're sampling that grain until we start to see this plateau occur or that maximum dry matter um, occurring. It's not so much that the plant has reached physiological maturity, but it's the point where we're just not seeing any more accumulation of dry weight um in the kernels. Um so, one thing we we did notice is that actually the linear filling rate was not different. Um so, the slopes were actually the exact same way, but what we did notice when we had some folure disease control is that that grainfill duration actually went a little bit longer. Um so without the disease control it took about 50 days post silking to reach maximum uh dry matter in those kernels about 270 mg per grain. Uh when we were able to control some of that disease um it actually went a little bit longer so about 4 days longer uh to 54 days to reach that maximum point here. Um and then you can see that when grainfill duration is extended um it actually keeps increasing. So when we're able to extend that grain fill, then we see a little bit higher uh kernel dry matter in in those kernels and in many cases that leads to to higher yield across the board when you look at a a per acre basis. Um so here's some of the overall numbers. I would say you know even with the fuller disease we still had relatively low uh levels in in 2022. Um this is actually a combination of of tar spot, northern core leaf blight and gray leaf spot. probably gray leaf spot and northern coral leaf flight were the main diseases in the site. Um but we did see a yield improvement. Um but overall, you know, relatively lower disease severity um lower yields as well in 2022, lower productivity for us at at this location. Um but it it just shows the evidence of hey that you know when we can maintain some of this plant health, we're we're seeing that that grain filation get extended a little bit longer. And then we'll jump to to 2023. So 2023 actually was a much more productive year period. It also was a year that we had higher disease levels as as well. Um so just in terms of higher productivity, we had higher grain filter duration period even when you just compare the controls in 23 versus 2022. Uh but overall same story, right? We have kernel dry weight in terms of milligrams for individual kernel. Uh we have days after silking here. Um again you can see the slope or that rate of of kernel dry weight accumulation is is very similar regardless of of fungicide application control took about 56 days. So actually about 6 days longer in 2023 versus 2022 period. Um but you can see the overall um kernel dry weight was much higher in in 23 than 22. Um but the rate was was very similar. response was was pretty similar as as 2023. We saw a little bit more of a pronounced response in 2023 than 2022 and I think that had to do with just elevated uh disease pressure in in 23 than 22. Um but overall this we found that you know when we were able to control that fuller disease we saw about 5 days longer of of grain filtration and when you see that extension that line keeps going up. Uh so we'd see that improvement on a per kernel basis of of seeing a little bit heavier uh kernels at that point in time. Um here's the overall yield about a 10 bushel difference between the control and the fundicide. Um a little bit higher uh disease. Again this is folure disease percentage um at that R5 growth stage. Um I know our tar spot severity was a little bit higher um but also had great leaf spot and northern core leaf plate and 23 as well. um but seeing that you know reduction in folure disease percentage on that R5year leaf um relating to yield but also rel relating to that that grain filteration. So just some some take take-home points on on this research trial is that you know one the first thing is that grain corn develops grain yield via different components throughout the entire plant life cycle. Um I always stress with folks that yield is not made at you know one day or one point in time during the growing season. There's a lot of components and aspects to it and that kernel and that corn develops yield in in different ways throughout the entire season whether it be number of plants number number of harvestable ears kernel number ear size okay actual kernel number and then we get into to kernel dry weight as well. So there's all aspects throughout the entire season and that we have to pay attention to but also in ways that that corn plant can be impacted negatively uh from a yield standpoint. um you know with with this research trial right we we did see that you know being able to control the folure disease with a welltimed fungicide application at R1 it was just one application um at at that silking stage did have the potential to extend corn grain field duration and then when we're able to extend that grain filation we see that the kernel weight increases and kernel weight increases on a per kernel basis then we see that that overall all yield response. Um, but I do always stress that, you know, with this research trial, we we did have conditions that were conducive uh for response. Uh, we did have polar disease across all the site years of of doing this trial. Um, I always get asked, you know, hey, did you see this without disease period? And and I can't answer that because we had disease um across these trials. Um and and that was one of the bigger stressors that we saw especially in 2023 um with this this research trial. And then you know lastly I think you know if we're able to control folio disease um it's able to to maintain some of that late season plant health some of that late season plant photosynthetic activity and capacity which is which is improvement is critical for improving uh corn grain fill and yield. And it's not just fungicide, right? It's not just folure disease control. It's just stress in general. Um if that plant is maintaining its health, it's it's maintaining um its photosynthetic act activity later in the season and doesn't have something that is you know negating that or reducing that in many ways that that grain filteration is going to to extend. Right? We have seen this and there's a lot of other research that's been published in terms of plant nutrition. You think about nitrogen levels, right? We see very similar responses with nitrogen. Uh we see very similar um responses with temperature. You know, typically cooler temperatures result in in extended grain filteration. Uh where that plant's not, you know, working as hard later in the season. Uh we see that with moisture as well. Um if you have drought conditions later in the season, that's going to impact grainfill duration and and shorten that grainfill. So it's it's not just uh you know the fungicide that's doing this and not just folure disease control. there's other aspects to it that can impact grain filteration and kernel weight accumulation. Now, I'll let let Darcy wrap up here. >> Yep. And so, what we just wanted to share is there are a number of tools that are available as we talk about folure disease management in corn. And the first one I want to direct you to is the crop risk tool. And you may have heard of the uh tarp spotter app. Well, this has all been moved to one nice centralized website on the crop protection network. And so what I'm showing here is I've gone in and selected uh the u risk for tar spot across the state of Indiana um from last year. And so this is a nice tool to just give you an idea of the environmental conditions been conducive for the disease and help predict whether we need to you know make a fungicide application if the disease risk is high in addition to what Dan has presented. Um but just a nice little tool that kind of track the season. Um in season we do have a forecast that's going out 5 days. Um, so you can kind of see as the trend, are we trending where we're going to be in a higher risk period where we're red in that area or is the risk going down? Um, just some additional tools to look at. So this has the crop risk tool has tar spot uh modeling available. It also has a greyleaf spot model and a gibberella model. So there's some three tools that are available for looking at corn foyer disease risk. In addition, as you're as you're trying to make that assess uh assessment and try to determine what fungicide you may want to use, we do have a fungicide efficacy table. We are currently in the process of updating it now and hopefully a new one will be released next month or so in February. Uh but that table is available for uh folure diseases and corn and you can cross reference if you you know what disease is of most concern on your farm. Uh there are some different ratings for southern rust versus tar spot and greyleaf spot. In addition, they've taken this this table and we've put it into a tool that you can search products and uh different modes of action to see uh what what gets what rating it gets for the particular disease of concern. So just another tool that can help you uh make an informed decision on what fungicide product you want. And in addition to that, and I think Dan, you can click one more time, we have an ROI calculator. So here's a summary. We have crop disease forecasting, fungicide efficacy tool, and then there's an ROI calculator for folure diseases in corn and then also white mold and soybean. Um, but just another tool that you can go in and play with. You know, you can put in your expected yield and based on our university data, you can assess, make an assessment of, you know, what's the potential ROI if I use this particular product and what's the likelihood of what are the odds of making that ROI. And so, just a neat little tool to make you informed decision. Um some things I you know would recommend as we move into 2026 monitoring just to get an idea of is the are the diseases going to be active? What products do we want to pick from and you know is there potential ROI on on using that product. So just some nice tools to help with disease management. And these of course are always available at the crop protection network. So a nice resource. >> I I will follow up and say that I use these tools regularly. Um, so even the the questions that I get, I use a fudgeicide efficacy tool all the time. I use the ROI tool, the tracking, the modeling. Um, so a tool even from an aronomous standpoint. Um, these these tools we use all the time. I use them all the time and and making decisions and and helping a lot of our farmers around the state. And then, you know, we'll wrap up and and share, you know, obviously we appreciate working with with Crop Protection Network and and being able to share this information. Um we we like the Indiana Corn Marketing Council, so our state check off dollars were were supportive of a lot of this research. And then I do have to highlight, you know, the new new pretty new corn outreach and research network uh which is a a new multi-state uh corn aronomous network uh that really started in in 2025. Um so you'll start to see a lot of us here populate in terms of working with crop protection at work and and working on getting a lot more information on the the aggronomic side. but also partnering with with Crop Protection Network to to be able to share a lot of this information uh moving forward. So, be on the lookout of of a lot more information coming from from that group here in in 2026.