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Latest Research Presentations
Latest Research Presentations

Transcript for Abnormal Ear Development in Corn

Hi everyone, my name is Osler Ortiz. I am the corn and emerging crops specialist at Ohio State. I have been uh in this role for the past uh four years and um part of my research work at other institutions University of Nebraska uh got me going on on this topic that I am presenting to this audience today. I appreciate the invitation from the crop protection network. Um that is a program a platform that I truly appreciate and I am sure many others in the community do as well. What are we talking about today? Well, when it comes to crop protection, there are different issues that year after year farmers, practitioners, researchers have to fight um about. One of them um in my experience, abnormal ear development in corn. What abnormal ear development in corn looks like? You have some few examples here. This is a picture from the crop uh science and um aonomy news magazine. Um that's something that we worked uh quite intensively for the past five to seven years. Um and I will be presenting a little bit of what we know and uh what we have been able to um to advance uh in this in this space. So we'll be we will be looking a little bit into the what the when and the wise. Background to this work. How did we get here? Um in 2016 there were reports of abnormal ear development first in Nebraska and also later on from other states in the region. uh those states are highlighted in blue like Texas, Colorado, Kansas, Iowa and Illinois. That is in addition to Nebraska highlighted here in orange. Those reports came right in the middle of the season, August 2016 there. These reports were coming from farmer fields, uh crop consultants, seed industry, uh farmers themselves. they were reaching out to the University of Nebraska and reporting some of these issues. So that got a few people uh on board and uh started to look into into this phenomenon that uh at this point was a widespread. What we knew since the beginning is that we uh understood that abnormal ears are likely the result of interactions. That is to say that um there is not necessarily a single element that we can uh um blame on rather there are a couple or a few things that have to happen in order to end up with an outcome like this. Nonetheless, that was just general perspective. Um, specific causes were yet to be understood. Specific causes in many cases were yet to be studied. Um, and and and that was a big task moving forward. So, we we took a little bit of that task and uh we started looking into this. Uh something that we realize moving in that direction is that well more than a 100red years of researching corn or really more than 10,000 years of crop domestication in corn. We still have issues that uh need answers. We still face challenges that uh can make us think twice. And um there was a research gap. there was a research need that we were willing to take on. What was being reported in 2016, here are some pictures of what those issues look like. Uh multiple layers on the same node, barbell ears with damage to the cuffs. short husks. Those are ears that are exposed to um factors um externally like insects, disease and weather. So these are the kind of ear abnormalities that uh were affecting farmer fields in that year 2016. Our next step was look at a review of the literature. what is the knowledge that is already available and how can we go from there. The next step u that I will be talking today we looked at uh characterization of the abnormal ear symptoms. I will discuss that we completed on farm service to characterize the issue that that year 2016 and we wrap things up by looking at a small plot trials testing G by E by M um factors looking into um what cultural practices or what kinds of hybrids or what kinds of environments ments are conducive to abnormal ears. And finally, I will wrap up with a summary. What are the implications of these issues? These issues have clear implications and obvious implications. First and foremost, there is a productivity um effect, right? If we see at these pictures that's not going to produce anything close to a goodlooking normal ear. In addition to productivity there are profitability concerns. If you are not producing enough you are not um getting enough return and in some in many cases you might be losing money. And then there are sustainability concerns also. If you are targeting 200 bushel corn in a field that gets heavily affected by the issues pictured here and you end up only getting 100 bushes of corn, that means in that scenario, you ended up using twice the nitrogen, twice the irrigation, twice the inputs for something that really didn't make up what you were expecting. So uh lots of implications uh at all at all levels here. So what was next? We needed to go back to the basics. This is information that is publicly available. Um all the different sections that I am presenting today, they are already published. There are links for access to those. uh for the sake of time I cannot go into a lot of detail today rather I will do a quick overview of those different projects that we completed that knowledge that we were able to to gain and to advance by no means we have solved the abnormal ear puzzle uh this abnormal ear issues happen year after year after year and they are esporadic and random in nature. Um so just be aware that uh we improve understanding we are not yet uh to the end and I really don't know that we will ever be uh completed um answering questions related to abnormalities. So the first project or the first task that we took was looking at which conditions really affect yield and ear abnormalities in corn. And we summarized that into a review paper. And what we were able to summarize there is abnormal years are the result of a stress uh for for a good chunk of of of the equation. Um a stress that can be either biotic or abiotic. So that's that's one starting point. That is one trigger to the issues. um really understanding when the stress happens is very important relative to the formation of ears and grain yield. If we look at this graphic here on the right, you see the um all the way a full season in corn from planting to physiological maturity. And the arrows underneath are denoting the different processes that a corn plant undergoes from planting to harvest or physiological maturity. Um some of those key events are highlighted here in red. This is all important because as we think about yield components, ear formation and yield formation, there are things that we are really looking after that we need to protect. First first one is the ear number per unit of area. We want to have an optimum number of ears in the acre. Uh kernel number per year. How many kernels develop in every year in that field. And the last one towards the end of the season kernel weight. We don't only want a high level or a high number of kernels. We also want kernels that have good quality, good weight that have a more meaningful contribution to final yield. Um, in this uh in this scenario, if there is an stress that comes early in the season over here, that can really affect some of those early factors, early processes. If it is something that happens later in the season over here or here that still has effects on other or other processes or other elements in that yield formation process. That is to say that really when we think about corn and its uh uh growth and development, we have exposure um risk exposure to these kinds of stressors that can really put things going in this uh wrong direction. What else did we look with that uh key findings that we were able to summarize? extreme weather uh can be or is one of the uh big factors. Um extreme weather like drought stress, heat stress can really affect the crop at different times in the season and with that the response can be different and can translate into some abnormal ears. In some cases if we have limited solar radiation that can be a factor too. There is research work in the literature that has shown that reducing the solar radiation or the radiation intercepted by the crop, it can really um affect yield and also lead to some abnormalities. There are also growth regulator issues. Um there can be growth regulator issues. Uh too much or too little, not enough. uh that can also pull things out of whack and and lead into abnormalities. A second takeaway there was that primary ear abortion seems to correlate based of what we see in the literature. Um the abortion of primary ears high in the plant canopy and the development of secondary ears lower in the plant canopy that seems to correlate with the abnormal ear phenomena. And the other thing was there are interactions between all of it earformation yield and abnormalities. So that's that's that's a complex issue to study on itself. And by the way, I should say that the research work that has been completed in the literature regarding this topic abnormal ears is limited. Um we are fortunate to have some level of research that has been done in the past. Uh but really it's not like looking at nitrogen response in corn. You have tons of experiments and publications that have looked at that question. when it comes to a topic like this abnormal ears really uh we are limited on the work that has been done why well like I said at the beginning these issues can be very sporadic and random in nature it's a complex uh situation to study and um I will be sharing a little bit more of the wise uh here in the next uh few slides so what else uh did we do we went ahead and we needed to provide a benchmark of characterization of these abnormal ears. So that's the second output that we had with this work a characterization of these abnormal ear symptoms. Um you might think or you might want to put them all in one bucket. uh I have had conversations with farmers or industry representatives where I have the perception I get I get the perception that abnormal ears are being all looped into one bucket like a single issue single event and that's really uh not appropriate here when we think about abnormal ears the complexities are there and with this second project what we did we went ahead and characterized all of the abnormal ear symptoms that have been reported in the past let's say 100 years roughly um those reports oftent times from extension publications across the US in some cases outside of the US as well uh but again limited research uh um really has been done so let's look at those symptoms we characterized 10 historical traditional symptoms that have been reported um in the past and later we characterize the three most recent symptoms of concern. That's uh which is what got us going. The last three um the first 10 symptoms that have been um historically reported and that we have some level of understanding about tassel ears. This is a picture here on the top left. Second one, arrested ears on your top right. Faciated ears on the bottom left and pinched ears on the bottom right. I will not go into too much detail now, but later we have a table where we summarize the symptoms, the calc factors and the developmental timing. uh when those symptoms uh developed. So that's a pretty good summary that we will have there. And by the way, the way these are presented now, they are coming uh in approximately order of development from early to later down here. Those are the first four symptoms. Let's look at the next four. So we are going now into blunt ears. Sometimes these are these are called beer canang ears. Beer can one of the short ones, not the tall ones. Um just pretty much they these ears are short and probably the height of a regular uh small can. Um that's that's one symptom there. The next one up incomplete kernel set. You have kernels uh scatter in those ears. you have gaps where you didn't have kernel formation. Next one, silk ball ears. That's when the silks do not develop properly and you have these kinds of issues where the silk direction and uh extension outside of the husk is not appropriate. So you get issues like this and then you might end up with something like this um in the in the tips of those ears or or it could be in other sections of the ear also. Next one we have banana ears. Those are ears that have the shape of a banana really uh multiple factors that are summarized later. The last two from the historically reported abnormalities. Uh we have zipper ears and we have tip back ears. By the way, this past 2025 season um here in my personal experience here in the campus where I am located in uh Ohio, we had quite a bit of this. We were running a abnormal ear trial and we quantified roughly 20 25% of tip back ears and zipper ears um in in a single field. So that was quite a bit and a lot of these in our case was driven by a dry very dry pollination and grain filling season. Um so those are the last two that have been traditionally reported. For the sake of time also I cannot go into all of the detail that is presented in this table. But uh really all of those 10 uh symptoms that I just uh shown with in a graphic way with pictures they are summarized here uh symptoms one through 10. The second column is uh summarizing causal factors and look at the possible war. Again the literature is limited and this information is based off as much as was available. So and the last column here is the postulated development timing. Some of these timings are pretty um precise. Some of them might be an approximation. Again this due to the limited body of literature that we have on the topic possible causal factors you have things all the way from seeding rates you have genetics mutants you have cold stress you have nonionic surfactants you have sulfonora herbicides when applied uh off label nonionic surfactants applied off label as Well, you have stressors that are either chemical or environmental. You can have management practices that also contribute to these issues. Um, there can be drought stress. There are susceptible genetics. There can be silk damage by insects. There can be pollination issues. There can be a nutrient deficit, herbicide injury, limited solar radiation. You have severe weather like wind storms, a stink bug injury. What else do we see here? Kernel abortion. Um, so all of these are possible drivers of abnormalities. And the the important piece here is that if we are thinking about an arrested ear there is some understanding about what the factor the causal factor is and when is the timing of for that to develop. So that's the reason why we cannot put abnormal ears all into one bucket rather we need to look at them separately because there can be different explan explanations as well as different timings. Moving on what else did we get? Um those are the 10 traditionally reported symptoms before. I am now pivoting to the three symptoms that became a large concern in that year 2016 which this is the trigger to what got us going developing new research adding new research. Uh the first symptom here is multi-ears. The multi-ear issue is when you have more than one ear on the same node on the same shank. This case you have two ears in the same you have two or three here four over here and this one was up to seven or eight years ears in the very same node. Uh these are pictures uh that I collected walking cornfields in the state of Nebraska as I was uh completing my PhD program. Next symptom here is barbell ears. Barbell ears you have kernel gaps or grain gaps in the vase of the ear, in the middle of the ear or on the tip of the ear. It's not only kernel gaps but also there is a very drastic reduction on the diameter of those cubs of those corn cubs which uh this kind of suggests that there is an abrupt source of a stress going on that is potentially leading to this kind of extremes. This is really an extreme. And finally the last one was short husk. Uh this one we got to be a little bit careful because uh some generics some hybrids that we have in the market today they will have a tendency to have 5% of shortage in the h 10% maybe loose hs as well which can be a positive characteristic if it helps grain dry down. Now those are not the kinds that we are referring when we talk about short husk. When we talk about short husks we are looking at ears that are exposed more than 20% of of that year. Um in this case here let's say we have 40 50% exposure 60% exposure in that year. Here is more of a 70% probably 70% and this one here really is like a 90%. see that husk that never developed. These ears are intact. We did not touch them. We only took pictures of them. So, we did not peel over any husks here. This is just simply the way they developed. Um again to clarify it is it can be normal to have little bit of exposure in the tip of the ear which can help grain dry down but it is not normal to have 90% 50% 30% exposure in an ear and have that grain susceptible to the environment. In a similar way, we went ahead and also postulated causal factors for these last three symptoms as well as developmental timing. Multi-year per ranging from environmental stress like cold um low seeding rates and scenarios, specific hybrids can be more prompt to the issue than others and also damage to the primary ear. Um timing of development. this uh tend to develop earlier in the season based of the growth and development uh processes that we know for corn. The second symptom barbell ears temperature stress limited solar radiation growth regulators um imbalances like ethylene that's a natural occurring plant growth regulator. We have hormonal issues in the plants. There can be a chemical application factor again genetics and damage to primary ear. This happens a little bit later in the season slightly later in the season. And finally the short husk issue uh that we think that can be explained by a short by a short-term stress hit or drop followed by big swings in temperature. That's uh what we have seen in fields or in some of the literature. Um so sub optimum conditions rapidly changing into optimum or better conditions higher speed winds genetics as well. This uh symptom develops later in the season B18 to flowering R1 silking. All right. So that uh that pretty much sets the stage uh for what we were looking after and and again a lot of the work that I will be presenting from this point forward is actually um looking at those last three symptoms. Um this is a project that we published looking at after working with really farmer fields. So we went to farmers fields in Nebraska uh in that same year 2016. These uh fields were reporting to have high levels of abnormalities of those three last abnormalities. We went ahead a group of us got together uh we collected samples uh hundreds if not thousands of samples and uh we try to put uh some understanding to the issue. So this work uh was uh done in 15 Nebraska farmer fields. Uh those farmer fields most of them were heavily affected uh with abnormalities. Some of them not as much. Um it was during the 2016 crop season. These concerns came from farmers and industry crop consultants. Um our university response was characterize the issue, put some numbers to it and move forward with uh a strategic research. The highlighted section here in orange is where those 15 farmer fields were located and again we were focusing or the main reports were for multi- ears, barbell ears and short husks. What did we learn from that field survey? uh 15 farmer fields. We learned that we had we ended up grouping those fields in two categories. Uh uh we grouped all of the plants we collected plant samples. Uh we evaluated ears in all of those plant samples and at the end of the assessment 78% of the ears that we collected randomly in those affected fields uh it was 78%. And about 22% on average were abnormal ears. Uh average is kind of a tricky word here because you might think, well, 22% is not too bad. Uh maybe, but if you look at independent fields that we were evaluating, there were independent fields that had up to 49% of abnormal ears. that is every other plant had one abnormal ear. That is an issue. That's really really really an issue. And I will show I will show a little bit of dual data here in a second. What about the placement of those ears? In terms of placement, we were able to see that most of the abnormalities that we were documenting from this sorbis uh those abnormal ears were placed lower in the canopy lower in the plant canopy maybe one node below whether on the other hand normal ears were placed higher in the canopy maybe one node above. So there was a a segregation there that we see on this on this graphic. And finally, you might be pondering about grain yield. How grain yield differs between normal ears on the brown column versus abnormal ears in the orange columns. There is a drastic difference in yield between a normal ear and a abnormal ear. uh approximately there is anywhere between 35 to 91% of yield loss in a given year in a given plants. So if you think about losing 50% of the yield with abnormal ears and 50% of your plants have abnormal ears in a field, that adds up to quite a bit of a yield drop and that yield drop will translate into very relevant financial implications also. So we don't want that. uh this work really helped us to understand that hey there is an issue that we owe to work. Uh it was a confirmation that the issue it was not simply an an aesthetic concern or a random sporadic concern. In this case, when you have fields with half of the plants affected with abnormal ears and each of those plants losing more than half the yield, you really realize this is a problem that we should be working as. So what was the next step from that? Uh well we were getting confirmation that our initial hypothesis of genetics environment and management interactions all contributing to the issue. We got confirmation that uh that was likely the case. Um if we think about those susceptive we we have seen already that there are susceptible hybrids there needs to be a there often time there is an environmental factor like an stress factor and a storm drought period cold period wet period and there are management practices or cultural practices that we put into those fields that maybe can also contribute to the issue. Think about the uh crop disease triangle. You need to have the three elements for the disease to thrive. In this case, abnormal ears. You need to have these three elements for a abnormal ear development to develop. Um so there needs to be a susceptible hybrid. There needs to be a conducive environmental factor and there needs to be also um a management practice that was perhaps s optimum for that crop. Let's think of a too high of a seeding rate, too low of a seeding rate, um too early of a planting date. I I planted 1 of April instead of waiting for my optimum first of May. So those all of these can contribute to the issue. Um and when the issue shows up, there is a yield drop that we are having to work with. So moving on, we wanted to add more elements to this uh more uh more research to this question. G by E by M. So we designed two new experiments uh two new projects working at university research farms at the University of Nebraska uh from the Lincoln campus. The first trial it was a field trial for two field seasons four different occasions in the states. So those are adds up to eight independent trials looking at the same question. And the question was does hybrid environment and seeding rate matter uh when it comes to ear de abnormal ear development? And um I will give you the key takeaways from that work. Uh first we confirm statistically through field research data that uh yes the genetics the environment and the seeding rate management interacted and drove abnormal ears either lower or higher. Um something that we also learned in this process uh in 2019 we had approximately 11% of uh ear abnormalities and in 2018 we had roughly 5% of abnormalities. So kind of a low number but when we think about those interactions even in a low number in a low incidence of abnormalities 5% of the plants only were affected. Even in that scenario we were picking up those interactions. We were picking up that hybrid selection matters. We were picking up that uh seeding rate um decisions matter. there were uh five times higher yields when in in scenarios with fewer abnormalities. So there is a segregation clear segregation there. When you have a lot of abnormalities in a plot, your yield drops. When you have less abnormalities in a plot, your yield goes up as much as five times higher. Um there was a variable hybrid response to seeding rates as we might expect. So in this trial we were testing I believe it was eight different hybrids. Four of them susceptible to abnormalities based off field observations. Four of them resistant to abnormalities based on what we knew from before. And we were also testing five seeding rates optimum high high low and the extremes are never good. If you go to a too low seating rate you pick up some abnormalities. If you go to too high seeding rate, you pick up some abnormalities. Um, all of that to say that hybrid selection, good hybrid selection and finding and working with optimum seeding rates can really help to mitigate these uh corn ear abnormalities moving into the future. That's a basic ground there. um a similar experiment that we follow up with um similar in the structure to the to the one I just discussed. We we were not only interested on knowing or learning about if seeding rate is a factor. We also wanted to know is planting date a factor. So we went ahead and established a new set of trials at 2018 through 2020. Those were three years at two different university farms in Nebraska in eastern Nebraska. This is what the plot layout looked like. We had crops that were planted early in April, let's say midappril, early May, late May, or even early June. Uh I can't remember exactly what the dates were, but we had a planting date range from early April through early June. Uh and everything in between. We were interested to know if the planting day one in early April was more conducive to abnormalities or vice versa if the planting day four in early June was more or less conducive to abnormalities. Key findings from this work there were interactions all over the place. We were also testing similar to the experiment before. We were also testing susceptible hybrids and resistant hybrids to ear abnormalities based off field observations. In previous years, we had three susceptible hybrids, three resistant hybrids. In this case, we had approximately between all of the years and locations, we had approximately 7% of abnormalities overall. again is also a relatively low number and even at that low number we were always able to pick up consistently significant effects significant effects from the hybrid from the year or the location or most importantly from the planting date. So there were interactions among the three factors. Um in this case we had four times higher yields in plots that had the least number of abnormalities. Uh and the opposite is true. What we take away from this uh this final project here is that hybrid selection again hybrid selection and cultural practices like planting dates can help us to mitigate these abnormalities. That's something that uh we ought to consider moving into the future. And by the way, that hybrid selection element, that's one of the most important decisions that we take at the farm level. Not only hybrid selection is important for uh abnormality purposes. There is uh there are implications that go far beyond that. One of them disease tolerance, right? Um, we want to have genetics that can do a good job uh keeping up with disease pressures at the different locations. Uh, issues like abnormalities. We want to have a high yield potential. We want to have good crop standability that doesn't go down when an storm passes by. So, hybrid selection is really really one of the big takeaways of this work. Environmentally, we cannot do much. we can we need to work with it. Uh but in terms of management practices, yes, we also propose that there are things that we can do to mitigate these abnormalities. Uh the impact of abnormal ears is really dependent on the frequency and the severity of those symptoms. Meaning if you have only 5% abnormalities of short husks and the severity is only 5% that probably is not relevant. But if you have 50% abnormalities with 50% of short husks that can really be a big big problem. the selection of resistant hybrids or a strong stronger hybrids that are not conducive to abnormalities uh and also matching that with the appropriate management practices are critical moving forward. Uh we also learned through this process that some of the plant morphological characteristics such as ear placement in the uh canopy ear placement in the plant whether is higher placement versus lower placement. We see that there is a correlation and it can serve as a diagnostic tool when we look at normal versus abnormal ears. And finally uh we need to think about back to the disease triangle. Abnormal ears also have a very similar uh analogy here. You need to have a susceptible hybrid. You need to have a conducive environmental um condition and you need to have a conducive or suboptimum let's call it suboptimum management practice that when all these three come together in a sensitive period of the crop you can end with a chaotic uh field with abnormal ears. Those are our main takeaways that we have up to this point. the the topic itself is not going anywhere. We are still doing work on this space and uh we look forward to continue sharing new findings as as they become available. Thank you.

Transcript for Optimizing Corn Hybrid Maturity Based on Planting Date

Hello everyone. My name is uh uh Manny Singh. Uh I'm a associate professor and cropping systems uh aronomist here at Michigan State University. Uh thanks everyone for joining us today. uh and uh I'll be talking about how we can like think about optimizing corn hybrid maturity selections when we are picking our corn hybrids and how that decision might depend on planting date. Right? There are number of factors that we have to think through when we uh plan to pick our corn hybrids and we can think about why uh relative maturity is among them. And we can start that by looking at uh this data that we recently published. Uh pretty much showing you length of the growing season based on your location, right? Uh and again these data are based on the frost event in the spring and fall, right? So uh this does not account for the planting date as well as the relative maturity of your hybrid. And those two factors in combination decides the actual length of the growing season and making sure that you are optimizing uh that and not over or underutilizing that growing season, right? Uh this is especially true for the folks in the in the north as you can see in this data because the length of the season is is a limiting factor uh right for for for these farmers. Uh another aspect that's happening recently is the this season is expanding. Uh you can see this data from uh Michigan lancing location that are frostfree days have been going up over the last three uh decades or so. Uh again due to the first fall occurring later in the in the season and then the last spring frost occurring a little bit earlier. Right? So the growing season is expanding and it gives us opportunities to again think about how we can optimize our relative maturities, planting dates to to match what what we have now, right? Uh when we think about again relative maturities uh for corn, there are resources available out there, right? Uh seed companies have lot of resources. uh we have recently published uh a paper uh on this uh uh with this map I'm showing you over here uh across the the whole US. Uh this was based on uh the variety or the hybrid testing program uh that most uh states do. Uh and you can see again the the spread in maturities here all the way from uh uh mid uh 80s early 90s in the north all the way to late uh 100s uh in the in the south right. Uh we have done something similar for uh Michigan as well. Here you can see again data from our corn hybrid testing program from about 15 years or so. you can see a nice latitudinal gradient going from uh north to to south in terms of the optimal relative maturities. Right? So why why am I talking about this again today? Right? Uh I think one caveat with these maps these resources is they are based on typical planting dates. A lot of these variety trials that universities or seed companies conduct they are done as an example in Michigan mid to late May the typical planting time. So it's not accounting for what happens as our planting window shifts if we are planting a little bit early because of this expansion of growing season or what happens when the planting gets delayed. Right? We all remember 2019 uh and we are already into first week of June. Should we be switching those maturities uh or not? Right? Uh so the data is lacking on that piece. Also these maps are based on the relative maturities that maximize our yield. All right, not essentially profit. Uh and that's not ideal in the economic uh um market we are uh in currently right where the prices are. We need to be thinking about maximizing profits. So we need to be accounting for corn prices also dry down cost as well as any discounts. uh if we are dealing with lower test weight and and things like that, right? So again, uh there is a lack of research on this topic in terms of optimal relative maturities based on planting times and uh how that even differentiates between different uh regions. So my program has spent a lot of time over the last four or five years uh looking into this uh uh you can see the the location uh most of this work I will be presenting today is from uh sort of south central Michigan about 42 and a half degrees north uh so the data I'll be presenting is probably more relevant around those latitudes right probably anywhere from 40 to 43° uh north latitudes uh in terms of the specifics but the overall concept I'm talking about here in terms of how relative maturities interact with planting date is still relevant right so keep that in mind as we look through some of these data in terms of how we did the trials for our location 99 RM uh is our uh optimal typical uh relative maturity so we compared that to some late longer maturities 104 109 9 as well as early uh going to 94 or even 89 maturities across different planting dates. Right? We went with the typical planting date around here early uh May compared to again end of April uh and uh later plantings uh into end of May and early June and see how how that interaction works out. Right? Let's look at uh our data starting with the uh yield. That's again uh the the most important variable we we think about. I'll show you a couple of these data by planting dates and then we'll put everything together. Right? So here I'm showing you uh the relation between relative maturities and uh yield for our April planting date and you can see a positive and a significant relation. Right? compared to 99 when we went to 104 or 109 relative maturity, we did improve our yield and we lost yield as we went to early maturities, right? And that relation held true uh for our May 10th planting time as well. Uh that was actually our best uh yielding planting date pretty much for all of these uh relative maturities. I think we we gained almost 5 to 10% with our May 10th compared to end of April planting because I think what we are seeing is corn does not like those non ideal uh early season uh field conditions cool and wet soils that can lead to delayed as well as more variable emergence and we might lose yield pushing corn into these non early uh planting conditions. So something to keep keep in mind but again May 10th was a classic case of seeing this interaction right very significant P value R squares uh when we looked at our end of May and June plantings you can see the relation is relatively weak to non-existent right so again that uh improvement or decline in yield based on changing maturities did depend based on on our planting times right so that is what we purchasing and we did see that uh in our data these data are across three years. So so pretty strong uh data set o overall and this figure is showing you all the pulled data across all years and planting dates uh into into one figure. I think uh it's a very nice visual representation of our data and I'll throw a bunch of these at at you. So let me walk you through how to read this. X-axis is our planting date going from again end of April to early June. And you can also see day of year on on that axis and my yaxis is relative maturities right 99 as a reference is our optimal and then we are looking at the impact of going to later or longer maturities uh as well as early right and different colors here represent a different yield. Right? Green is generally good. High yields uh red is uh sort of bad low low yields. Right? And here you can see again that trend I was talking about before as we are pushing towards these early season plantings going beyond 99 uh relative maturity. We are starting to see yield improvement right and as we are delayed we did not see the relation to be very very significant. uh I threw this table here as a nice representation of giving you some actual numbers. So for all the planting dates you can see optimal RM uh yields in in bushels and again you can see our May 10 planting was our highest yielding uh uh crop right and when we went to + 5 or + 10 relative maturity here we are able to gain anywhere from 5 to 12% yield right while we did lose by going to early maturities and when we were delayed end of May and June uh pretty much no benefit of yield improvement And uh we were still seeing again yields not impacted as much that we were a little bit surprised and I will come back to that. So again at least our recommendation here is that for timely early uh plantings uh we can switch to five up to 10 units longer maturities uh than we typically use. Right? But this is only yield right. Uh what are the drivers behind it? Right? to make sure we are not seeing differences due to genetics but some physiological mechanisms right so we looked at yield components and we saw what we were expecting uh kernel number was our main driver I think accounted for almost 60% of the total yield gain we were seeing and you can see as we were pushing towards those early season plantings we did increase our number of kernels we were approaching more than 5,000 per square meter compared to uh 4,000 uh or or even lower lower than that. Right? So, uh typically what happens is if we push higher number of kernels, our kernel weight might go down and you gain nothing. Right? So, we did not see that. Fortunately, we were able to push those higher number of kernels while maintaining a pretty good kernel weight. You can see uh typically 30 to 32 g is is pretty typical uh for 100 corn weight. and we were maintaining or even pushing a little bit higher up to 33 or 34 with those early plantings longer maturities. Right? So that was encouraging that we had a physiological basis uh for our yield improvements. Uh but again if we're thinking profits we need to look at the at the quality right in terms of what sort of test weight and moisture we are seeing out there. And again you can see uh that uh uh early plantings uh and longer maturities we are able to maintain uh pretty decent test weight right close to that 56 u pounds per per busher right 55 or 56. So we are able to maintain that high test weight as well as keep moisture low right you can see with those early plantings longer maturities we are around that 20% number. So we are able our goal is to push it below 20%, right? Uh to maximize again uh our profits field dry down uh and we are able to again uh lower the moisture and maintain high test weight going with this early timely planting and use of longer uh relative maturities. Uh so let's put all this together in terms of profits. Again uh we looked only at a subset of cost. All right. uh corn price uh dry down cost uh any uh discounts due to uh high moist uh uh uh low test weights actually. So uh you can see again sort of relatively similar trends right uh with early planting dates as well as longer maturities uh over here we are able to maximize our our profits uh compared to again uh sticking with optimal or using early maturities with those early plantings right uh so again something similar uh data like I showed you for uh yield uh you can see uh for each of our planting date the actual uh partial returns for our optimal uh maturity. Right? Again with May 10th giving us the highest uh uh profits uh here and when we did switch to uh plus 5 RM we are gaining anywhere from 4 to 5% uh and then plus 10 RM we are able to gain 5 to 8%. But pretty much nothing as we are dealing with the delayed plantings, right? And our actual recommendation uh again is uh that we when we are dealing with this at least June plantings uh we want people to be switching to at least five units earlier. Right? We were again surprised to see how well the optimal maturities did even under these late planting conditions. And I will come back back back to that there is a phenomena we believe that's uh behind this right and that can uh sort of help us think through uh switching to earlier maturities when the planting is delayed right so I think our recommendation is if we are dealing with end of April early May plantings yeah go with five up to 10 units longer maturities end of May probably good to to stick with the optimal mature maturity and for June plantings uh maybe go towards uh up to five units uh earlier uh maturities to minimize any potential issues with the uh frost occurring before uh we are mature and maximizing our dry down. The reason we think the optimals did pretty well with these really late plantings is is this phenomena called growing degree day compression. Uh we all know that uh corn growth and development is driven by heat accumulation right uh growing degree days. But what we are finding out uh is this phenomena GDD compression which pretty much means that uh uh the corn hybrid sort of speeds up so to speak uh uh to maturity with the delay in in in planting. Uh so again uh that's uh the phenomena that I think few researchers did study uh back in the '90s. Bob Nielsen at Pio I think did some work on on this. So we wanted to make sure that it's still true for the current genetics. I think we didn't see as much of this in 2019 when the plantings were were delayed. So we looked at again multiple hybrids. You can see three over here. Typical versus longer maturities, right? And actual growing degree days for all of these plantings going from April all the way into June. And these downwardfacing uh slopes tells me that yeah that compression or speeding up was happening. If it was not these lines would be flat right. Uh so again with the delay in planting as we move towards the right side of this figure those hybrids uh needed uh less number of growing degree units and you can see the actual uh dates they reached black layer right. uh even for our early plantings you can see uh these longer maturities was still able to reach black layer end of September early October which is pretty good right the amount of this compression again we did quantify that the number was about 6.4 for growing degree days decline per day delay in in implanting and this data is uh from again planting up to black layer. We also looked at planting to silking and did see some compression uh speeding up happening here as well but you can see the slope of these lines are not as uh uh much as we saw in the in the last figure. Right? Again, most of our silking did occur uh in mid to end of July for those early planting later maturities, which is good. Uh in terms of compression, again, we did see some, but not as much as what we saw uh for the black layer, right? So, in terms of overall numbers, here is some data again to give you some ideas. The average again about 1.4 uh from planting to silking, but 6.4 from planting to black layer. So most of the compression we are we are seeing is occurring after silking right only about uh 25% until silking and the rest from silking to to black layer right the reasons behind this I think we're still trying to understand I believe something to do with the uh the weather clues uh in terms of cooler uh environment uh uh temperatures maybe relative humidity something we still trying to I think understand more So the magnitudes you can see do vary based on a given season weather conditions uh and things like that. Uh so again uh there is variability there. One thing we definitely have seen that uh uh the total compression does depend on the relative maturity of the hybrid. So you can see those early maturing 89 95 maturities uh were hovering around 4 to 5 uh uh right uh versus uh uh almost 7 to eight uh uh growing degree days uh per day delay uh in in planting right so again uh sort of a good average number here but sort of spread based on these maturities as well. So how do we make this data actionable right again because we need more planning again in terms of thinking about how to maximize profits looking into into future this uh tool uh useful to usable it's uh publicly available tool on this website uh and I believe it's uh it's a it's a really nifty tool in terms of planning right all we have to do is enter our location in terms of the county uh and then the planting date that's uh growing degree day start date and then either enter your hybrid relative maturity over here. I personally prefer growing degree days because it's more quantitative right and you can find that information on your hybrid uh from your seed dealer or going going online. Uh and once you input that information again ahead of even time right it use a few sort of a weather predictions to to give you the estimates and then in season it's actually using the current year's uh growing uh season weather right but it spits you the time to silking over here in the red line and then time to black layer here you can see sort of midocctober compared to all these blue bars is your frost probability and here the highest bar is your sort of median uh towards of end of October in our location right uh one caveat here is it this tool does not account for that uh growing degree day compression the speeding up phenomena uh but one can manually change these numbers right as an example here uh I use that 6.4 for average 30 is the number of days after May 1 uh decline. So I come up with this new number 2283 and I punch that number in and now the tool is giving me the black layer is occurring end of September compared to mid-occtober right so that that's quite meaningful and I can use this in terms of planning what sort of maturities I need to be picking based on when I'm able to plant my uh couple of my my fields right and the using growing degree days is also very critical uh again I'll show you data here uh from Michigan but It's relevant for other states as well. Compared to '90s, if you look at the color of these maps uh over the last few decades, it's getting darker. Meaning we are accumulating more growing degree days within that even May through September or typical growing season in addition to extension of that season. Right? So uh what does that mean? Uh right. uh I think that to me is that we can take advantage of this by using the information of hybrid growing degree days and not rely only on RM ratings. We know those RM ratings are relative scale. Uh 99 RM does not mean 99 days from planting to maturity. Right? So growing degree days is more quantitative uh and I think can help sort of account for these uh weather trends we are seeing. Here is some data we have recently published. So over the last 5 years how many growing degree days uh your location is accumulating. Right? You can also use a sensor from your field to get this data. But know that uh this is again based on uh the fall and spring frost event. So do account for your planting date. if your field is a good candidate for early planting versus typical or delayed planting because that will change this number and then the total growing degree day you want for for for your hybrids. uh when we think again about this uh how could we can maximize profits right kernel dry down out in the field I believe is very very critical we all have seen some rule of thumb numbers you know half percent decline per day and things like that uh that data is a lot of work you can see how we get these data uh where we send grass pretty much every day out there and record the decline in moisture unless until it reaches this plateau where there is no further the decline, right? And you can see the variability between our years, right? 23 uh sort of stood out because uh the fall was sort of wet and cool and the dry down was much delayed compared to everything else. And you can see uh this is for a typical uh maturity and you can compare that to our longer maturity where we were surprised to to see uh the amount of dry down we were still able to get. uh again uh sort of a wet year was not ideal but everything else we did get a pretty good field dry down. These data sort of results into a couple of again these rule of thumb numbers that are again a more relevant you know recent data from current genetics and environment and you can see again couple of trends mostly from these typical years 23 again as I said was a sort of outlier in terms of wet fall conditions right and you can see again uh that amount of uh kernel moisture at black layer or how low we are able to get but again this 7 is what we are able to see that per day uh decline uh or dry down for a typical maturity typical planting data but look for these longer maturities. We are still able to get that up to 6 or so right and even under delayed planting still around 6. So pretty encouraging numbers that again will help uh with more field dry down and uh improve our profits. How do we estimate moisture in field? Again, can be a sticking point because it's a lot of work, right? You go out, you take years, break them, use a moisture meter. We have been looking at couple of these non-destructive uh ways to estimate moisture. One example, this NIR based sensor SCIO we have used and you can see you pretty much open the husk and latch it on and within 10 seconds you get a moisture reading and that was spot on compared to our over dry that sensor over multiple years hybrids did a really good job anywhere from 15 all the way to 60% moisture. So even dealing with high moisture situations did a really good job and something we can use in terms of uh looking at weather looking at our field dry down before actually going ahead with that harvesting. Uh one last point I want to make here. I think I've heard a lot about this phantom yield loss. Uh and uh we were interesting is part of it coming from the loss in kernel weight after we reach black layer. So multiple data here from different relative maturities across different planting dates uh different years growing seasons uh we did not see a decline uh in kernel weight after we reach uh that black layer. So the data starts from black layer and you can see we tracked it almost a month afterwards and we did not see that. So we did not see that phantom yield loss coming from kernel weight. uh talking to growers I believe it's still real but it's probably coming from field losses in terms of lodging and things like that or mechanical uh issues uh header loss and and things like that. So something to keep keep in mind to wrap things up again uh we are seeing that uh the optimal corn hybrid maturity is dependent on planting date. So we are seeing a pretty significant interaction there not only for yield but also yield components uh test weight moisture and overall profits right and what we are recommending to folks is that yeah if we are able to plant uh our fields a subset of on our farm uh under timely uh conditions uh using later maturity these longer RM hybrids does work out uh up to five or 10 units, right? Uh exact number again will depend on your specific location. This is where we need more research from other locations, regions to get to those specific numbers. But the basic concept is still true. Early planting use these longer maturities. While the planting gets delayed, I think we do get benefit from this growing degree day compression, this speeding up phenomena. uh so end of May we can stick with the same maturities but going into June to again uh improve our or minimize any risk going to five units or so early maturities does work and overall our recommendation is go with a portfolio approach right select multiple maturities one thing it gives you is at least a genetic diversity right because we know uh same RM from different companies sometime might be the exact same genetics So if we do uh vary our uh relative maturities we are getting some genetic diversity right and we know our fields uh we know again based on field conditions soil texture drainage uh uh slope or lowlying areas there are fields that are good candidates for early planting right maybe 20 30%. uh think about using later longer maturities in those right and still be aware that we want to still sort of pick multiple maturities. So we are stacking corn pollination so it's not occurring within like a short uh week to uh week to 10 day window because if it gets dry during that window corn does not like that and right all bets are off. So making sure we stacking our corn pollination by changing our planting dates and relative maturities I think is a way to sort of succeed across different weather conditions. With that again uh I would like to point out to our website aronomy.msu.edu where all of our information is. Um my contact is here so if you have any questions please feel free to reach out and I would like to thank everyone in our team who helped with this work especially Benjamin. This was part of his PhD uh work and again I would like to thank everyone for listening.

Transcript for Early Stage Corn Growth and Development

Hi everyone. Thank you so much uh for tuning in and for this opportunity. I'm really glad to be uh a part of the CPN webet and web network uh series and uh I'm hir an assistant professor and extension specialist for corn production systems at WMadison and in today's talk I'll be covering some of the general aspects of corn growth and development in early season and uh see how it impacts the overall growing season. So, uh primarily the corn growth and development in early season uh determines how the plant will flare later uh in the later stages. Although it may not seem to be a very active time in the field, a lot is going on and it ultimately affects how the crop yields. Therefore for today's talk we have certain learning objectives where we will begin with then understanding of key early season corn development. And it is important because if you look at this chart over here and try to infer the proportion of time that plant kind of spends in the early developmental growth stages. It comes out to be a cumulative of about 34 days which may not look very grand in the larger scheme of things but forms a very critical or as we say a foundational aspect of the plant growing season. Secondly, we'll move on to recognize some of the biotic and abiotic stresses that the plant experience during this period. And eventually uh we will also talk about some of the options or some of the management practices that the growers around uh the corn belt, the upper Midwest uh and the Great Lakes region uh kind of deal with uh in order to make sure that their crop is established well and is resilient enough to go through the season and provide a good enough yield for them. So uh before we actually go into the early growth uh let's take a glance of on planting in Midwest. So planting in Midwest or in the adjacent I would say upper Midwest or the Great Lakes region is primarily affected by the last frost of the spring and that's because it affects how the soil temperature is behaving. And for corn to be planted we need a soil temperature which is consistently above or equal to 50° Fahrenheit for at least three consecutive days. And it is generally u recommended that we uh have a warming trend forecasted for next 5 to 7 days in order to ensure that the uh that the sea does not die of chilling or embiational injury because of you know uh phases of this cold or freezing temperatures. Uh so the so keeping this in mind the corn planting in Midwest generally extends from early April to mid June. And if we see at this infographic and we put it in context, we see that uh the central and southern Midwest uh the planting kind of optimum planting dates kind of uh begin and end a little bit early as opposed to the northern or the cooler regions. And it is uh very uh dependent on how the weather behaves or how the growing season length behaves in uh these regions. So uh as we look at the corn planting the it is important to select an optimum time because it determines how the plant will grow and it gives the plant a chance to actually uh utilize its maximum yield potential that is provided because of its genetics and also the environment around it. So uh it affects the overall uh degree day accumulation the the heat units accumulation primarily and it will impact how and when the plant emerges and how it establishes its stand and the final population which are the key aspects determining the eventual yield that we get in the field. So this means that more often than not when planting is delayed we have lower yields. So if we look at look at it from the perspective of relative terms uh and we focus on the graph here uh it shows the overall impact of planting uh on the relative uh grain yield at uh this uh research station uh our Lincoln research station with WMadison. It is located in the south central region of Wisconsin. So that kind of gives you an overall idea of where it is placed in terms of the regionality of the uh overall Midwest and the upper Midwest that we're talking about. So um the 100% relative yield is if the corn is being planted at an absolutely optimum time with an optimum uh relative maturity maturing relative maturity hybrids. However, as the planting is delayed, we see the overall uh decline in yield and it is also related to many times uh because of the fall frost sorry the fall frost and as we move from miday to later we are losing yield by 0.5 bushels per acre per day and as we move from uh May 30th to June uh we are losing about 2.5 bushels per acre. So that's how the overall uh relative yield decline is observed when we miss that window. So uh now from timely planting moving on to the early season growth and a little bit about its basics. So early season um development period is basically defined from planting to V6 which is the vegetative growth stage six or the or when the sixth collared leaf is visible on the plant basically and uh consider this to be a foundational phase. You know it is the phase when the plant established establishes its structural physiological and overall reproductive fundamental uh efficiency fundamental structure to you know perform for the entire season. So uh if we look at for instance structurally the plant establishes its root system uh it is uh uh it is then followed by the establishment of photosynthetically active systems which constitutes its vegetative growth uh that is the primarily the leaf the foliage and eventually the canopy development. And lastly we also see the initiation of reproductive structures. We uh it is during this phase that ear initiation begins or the kernel number determination kind of begins and it kind of also gets finalized around V6 V7. So it's so this whole foundational or the early growth stage is what kind of sets our uh direction for the eventual eventuality of our season. And why does it matter is because uh we have as established that it affects the overall stand uniformity because planting to V6 is when the plant is actually getting established in the field. It therefore will impact the overall stand uniformity the overall plant population. It also because uh it developing root system impacts the overall nutrient uptake during the early vegetative season primarily nutrients such as phosphorus, potassium and zinc and somewhat nitrogen as well. And then uh because it is developing photosynthetically active structures that is the leaves it uh it determines the overall biomass potential for the plant later in the season as well. And then lastly because we are dealing with such foundational growing time it is uh that if there's any stress occur that occurs at this time if there is any loss that occurs at this time these stresses are very hard to kind of combat later in the season. It's really impossible to have a poorly established plant uh and then manage it in a way that it performs eventually in the season which it's just not u possible basically. Uh so as we uh talked about the stand uniformity and nutrient uptake both of these things are related with root development and emergence. So the root development kind of starts when the seed um elongates its radical that's when the root system initiation happens and it is very much dependent on the overall entirety of how the soil temperature and how the air availability primarily oxygen availability behaves in the soil. Uh following that we see the misocile elongation um which is when it kind of pushes the plant out of the uh soil and we see it emerging which is something that is denoted as V basically. Furthermore, uh as the roots develop, there are primarily two types of root systems that start uh seminal uh roots are the ones that start uh following VE and they uh their their formation is completed by the time the plant reaches uh about V2 and uh then uh nodal roots are eventually also starting with its along its way and they are uh they become a dominant root system by the time uh the plant reaches the growth stage V6 but you can still distinguish the seminal roots from the nodal roots. So basically uh both these roots are in so basically the seminal roots are the ones which are very much responsible for the uptake of nutrients uh by the plant during the time when it is you know up to v_sub_1 v_sub_2 and uh then eventually the nodal roots become more uh uh effective in in working on these uptake uh uptake activities and eventually by v6 nodal roots are the ones which are performing majority of the function. There is another kind of root system that develops in the corn and those are called brace roots. So for instance when the plant grows taller uh some roots start appearing on the nodes which around V8 V10 V8 to V10 and those roots are basically they are they surround the they surround the node and they're known as uh brace roots and they affect the plant or support the plant uh structurally and uh provide it an additional support to prevent prevent its prevent it from lodging due to some severe weather stresses. Uh however they play a very limited role in foundational growth stages and foundational growth stages nutrient uptakes. uh when the root system uh develops uh we have to be very careful or very cognizant about how the temperature is behaving because corn emergence and root development as uh we talked about just a little bit before is one of the most temperature sensitive phases of the entire crop cycle. Everything that is happening in the first 48 to 96 hours after planting kind of sets up the overall trajectory for a stand uniformity, stand vigor and early season physiology and performance. So uh basically as we established that we need the temperatures a little bit higher than 50° FAH. And then the other thing which is very important to consider is the accumulation of growing degree units. And for a plant to emerge an accumulation of growing degree units anywhere between 90 to 120 is what is desirable. And if we put it in context of timing of the plant and the temperature, we see that as we move from a early spring to to uh to later June, the accumulated amount of GDD per day or per day during the phase of planting kind of shifts because the temperature is shifting or the temperature is increasing as has been shown in this table over here. However, uh and along with that, we're also seeing a decline in the number of maximum expected days to emerge. So, if you see here, it's higher than what we are seeing here. But the story is just not that simple because um although we are exper we we we might be having a higher accumulation of growing degree units in a later planted crop but we are now exposing that crop or that plant to a higher chance of being affected by the la by the first frost in the in later in the fall which will impact its overall yield because by maybe by then the plant hasn't accumulated enough growing units to reach its physiological maturity. So when we look at late planting and emergence there are basically two possibilities. Uh number one is that we have an early emergence due to warmer soils which means it will drive up the early growth. the uh the leaves will appear faster, the plants obviously emerge faster, the foliage is developing faster. So the early season vigor is what we are seeing. However, if at that this point your soils are stressed with uh nutrients that might play against you. However, uh there might also be a case where you have a spring or the in the later part which in the later part is cloudy and humid. Maybe there was an event of rain and which was then followed by weeks of cloudy weather which is also humid. It will result in other kind of stresses. For instance, you might have low oxygen in the soil due to higher moisture which will eventually result in slower root initiation and hence slower misocile elongation thereby delaying the overall emergence and hence the plant establishment. Furthermore, later plantings also subject the plant to this risk of being exposed to more of more events of warm and cool soil phases which will impact the overall stand and the vigor of the plant. So uh uh this was about how the roots and the establishment of the plant kind of happens in the early growing stage. As we discussed few slides ago, uh photosynthetic capacity or photosynthetic uh vigor is what is being determined during the early growth stages. So basically the pl the the most crucial part is that the plant nutrition is now being shifted from the seed reserves to being an autorophic uh being an autorophic source by itself. Which means it is shifting from utilizing whatever was available in the seed to now being relied upon what is being obtained by photosynthesis uh that has been done by the plants. And this transition usually occurs as the plant moves from emergence to V2 V3 and uh is highly controlled by temperature and overall radiation because photosynthetic enzymes are very uh temperature sensitive and they are also uh and also the electron transport systems are activated by the by the radiations that we receive. So uh that means that overall if we are receiving a cool cloudy early season weather we might be seeing the cases where the overall photosynthetic rate is uh is slower which will eventually affect the formation of more leaves. Hence the slower canopy expansion and thus the overall uh overall capacity of the plant to to perform photosynthesis and to accumulate biomass will be compromised. On the other hand, if you're experiencing warm sunny periods, you will see an accelerated development of the overall leaf area and you'll also uh experience uh and you'll also see that your crop is experiencing an early vigor which will eventually uh affect the affect how it is performing as it approaches the reproductive stages. Uh then the second part which is very important for the overall photosynthetic capacity and biomass trajectory is the uh leaf appearance rate. And the leaf appearance rate is very much controlled by how much growing degree units is the plant accumulating. Which further ties back to how much how the temperature values are looking like, how the plant emerged from the soil, how the overall uh establishment is uh happening in the field. And uh the faster the uh leaf appearance rate the faster will be the canopy development which would mean a higher biomass as we as we have in the pre in the first part of the growing season basically and all this is obviously very much uh sensitive to how how much light interception is happening during all this time. Furthermore, we also see uh that if we look at the growing season from growing season at large from uh from the perspective of growth stages from V to all the way to the relative maturity, the overall proportion of the biomass that we see in that we see accumulated in the early growth stages is very minuscule. if there's like a slight red uh pi portion here. So it's like very discreet. However, there are things that we need to uh be very careful about because before V3 obviously the biomass uh accumulation is very minimum very like very minuscule. However, as we move from V3 to the further growing stages, the biomass accumulation or the plant the overall plant biomass kind of doubles every 3 to 5 days under good growing conditions. This is the stage when the plant requires a high early photosynthetic capacity and functional nodal roots to support the overall uptake of the nutrients and also harnessing the sunlight that it's getting. And this is where the uh the relation that when we have early strong early biomass establishment, we have more leaf area, we have more light capture and hence we have a compounding growth rate. However, on the other hand, if the plant establishment is weak, the canopy will obviously be smaller and there will be a less total radiation inception and hence the reduced supply to a reduced carbon supply to years later uh in the growing season. So it this can be very much contextualized in the way of you know uh compounding of interest in the stock market for example. So it's like the stronger the foundation or the the stronger the earlier foundation the more uh capacity to harness the advantage later in the season. Uh moving forward from here uh all these things the root structure establishment the photosynthetic establishment directly and indirectly affect how the reproductive development occurs later in the season. Although the plant appears to be just you know in a vegetative stage the reproductive development is already starting. Uh the ear initiation starts around V5 to V6. We have multiple earshoots being developed from the plant. However, typically there is only one primary ear in in the field corn that we use and it's mostly the uppermost ear shoot which is then carried to maturity. If you uh if you if you look at a plant carefully during the growth stage V6 V7 uh you'll be able to you'll be able to distinctly see a earshoot at node uh six for instance like here in the picture if you remove the leaf sheath from it from the stock uh the kernel number is then eventually determined by V5 to V7. So these are the growth stages when we kind of determine how kernel row number basically how many rows will be there in um in a year. Uh and at this time it is very important that the plant has all the overall um uh favorable conditions growing around it to grow. Because if we have cool cloudy weather the photosynthesis will be compromised and as we kind of already discussed there will be a prolonged effect of that. Uh secondly nutrient deficiency will result in a lower number of kernel rows as opposed to a plant which is in a healthier environment. And uh furthermore, if we have ex we have situations of water logging or drought, it will overall impact the entire plant architecture in a way that we will not have enough resources allocated to the uh earshoots to actually develop uh ears which are fully extended which are which have the highest potential highest number of potential kernel Basically uh because uh we talked about the root development, we talked about the photosynthesis and we also kind of you know touched upon reproductive development. The all these things are very much dependent on how the early nutrient acquisition kind of works. For instance, during the early stages before V6, the primary uh function, the primary neutron uptake function is being carried by seminal roots and it is then slowly being transitioned into nodal roots. So if we look at this in a contextual perspective and we see we say that this uh red line here represents the overall uh vegetative early vegetative growth stages. uh we can divide it in a way that we have v2 v2 on the far left side and then the rest part rest of the part represents the later phase of the early growth development. um we see that the first part is kind of dominated by seminal roots for early season uptake while after V2 to V6 nodal roots are what kind of taking up the charge. Secondly, we uh there is a very critical uh need of having favorable temperatures because any cold temperatures will overall reduce the membrane activity which will eventually lower the uh capacity of these roots to uptake nutrients and hence uh the growth of the overall plant will be slowed. uh whereas if we have uh this these kind of stresses in the phases of nodal root development we will see longer term nutrient limitations because nodal roots beyond V6 are also very critical for our overall nitrogen uptake which is very important for the eventual u photosynthetic performance and biomass accumulations. Therefore uh the stresses that we see during these stages uh be it cold soil temperature stresses which slows the uh germination which slows the root elongation and also affect the overall misocile growth and emergence. they impact the overall uh plant uniform standing and overall population in the field and and eventually the overall yields that we see. They also affect the root establishment which is uh further deteriorated if we have saturated or waterlogged soils because in those cases we will have uh roots which are depleted in oxygen and uh it will impact the overall uh root respiration and uh will also uh result in situations such as root tips dying and then uh root hairs not um performing the overall uh uptake function that they are required to which would result in seedlings which are pale and they will prime they will either take a longer time to recover or they will just die and uh or get and or get more exposed to certain disease complexes such as pytheium or fuserium infections which will uh come to just in a bit over here. Then uh we also see situations uh where these plants can be stressed because of the drought situations which will lead to uneven uh emergence. uh the the radicals or the nodal roots will uh be more prone to say desiccation and you know result in chronic stunting even if we receive rains later in the season. Uh similarly there are situations of soil compaction uh temperature extremes and radiation limits. All these will cause the overall structure of the plant to kind of compromise and hence uh make it more prone to certain biotic biotic stresses later in the season which impact the overall biomass accumulation of the plant and ultimately yield. So uh certain biotic stresses that uh affect the overall growth of the uh overall growth of corn plant during its fundamental growth stages. uh constitutes pythia which uh primarily attacks seinal roots and it's very common if we plant corn in cool saturated soils if there is like limited oxygen flow available as well. Then uh the we also see fuserium infections uh which are more common in seedlings which are already stressed. And uh s similarly we have uh situations of riskonia infections and these all will overall impact the stand establishment and hence the eventual yield that we are obtaining from these fields. uh the early growth stages uh insect feeding which is mostly common due to the presence of maggots, wire worms, white grubs in the fields and they are very much dependent on uh they're very they're very much prone in the fields where we are having continuous corn rotations or those kind of practices. uh the as the foliage kind of develops we also see uh insect feeding by insects such as black cut worms, army worms, flea beetles, slugs. U they mostly feed on the foliage and overall impact the impact the uh canopy development and hence uh will eventually uh result in lower photosynthetic efficiency and the biomass accumulation. Uh then we have nematodes which are very hard to sometimes you know recognize because their symptoms kind of uh get mixed with uh with uh with something that also kind of looks like a moisture stress. So it's very easy to misdiagnose them. So, uh it's important to go out in the field and check your plants during early growth stages and make sure they uh make sure they're flourishing well enough to carry out themselves later in the growing season with the full vigor of photosynthes photosynthetic capacity and eventually biomass accumulation. So overall I would um like to uh sum up today's talk with some take-home messages where I would again like to emphasize that the early growth stage early season growth is something that sets the physiological uh foundation for yield. It is when the root architecture, the photosynthetic capacity and reproductive initiation is being established and everything kind of happens by or before V6. Therefore, even before the crop looks like it's doing something, we have some key components of the growing season already established. Secondly, during the early growth stage, the uniform rapid emergence is very critical for how the plant will perform uh in this in the overall season which kind of makes the planting decisions and the overall plant population considerations for good stand establishments very critical. Therefore, uh looking at the soil temperatures, looking at the moisture levels are very important and uh understanding the delayed planting consequences that we might be experiencing. What are the overall compromises that we are making when we are delaying uh uh delaying a plant, delaying planting a crop? Uh how are we compensating that with the relative maturity that will ensure that the crop is not uh sus susceptible to the first fall frost and you know matures well in time and not add up the drying cost eventually later in the season. So these things are really critical for the overall profitability and also the yield that we need to see in the field. Uh then uh we have the biotic and abiotic stresses during foundational stages and these have lasting effects. Once the plant is exposed to extreme stresses during these during these growth stages, it is really hard to come back from the damage that's already done. Uh therefore it is very important to analyze the overall early season conditions, early season decisions and management because that's what will pay the highest defense highest dividends. It's basically the compounding compounding effect. the sooner you start uh building up your foundation, building up the foundation for a favorable growth environment for the corn plant. The higher dividends will higher dividends it will yield later in the season. And with that, I would just like to leave my um contact information up here for some time. And uh please feel free to reach me with any questions, comments, feedback that you may have. Uh you can find me at all these platforms. You can email me and I'll be very happy to have a conversation with you. Thank you so much.

Transcript for How Weather Stress Impacts Corn Yield and What Farmers Can Do About It

Hello, I'm Alex Lindseay, an associate professor at Ohio State University in the department of horiculture and crop science. And today I'm excited to be talking with you a little bit about some work that we've done here in Ohio as well as um throughout the United States about dealing with weather stress through informed corn management. This is kind of a multi-tiered approach at tackling this complex topic. A lot of the work that's going to be presented today actually comes from a review article that came from some of the literature for work done throughout the US Midwest called adapted from severe storm damage and short-term weather stresses on corn. Uh that was written by myself and Dr. Osler Ortez kind of as lead authors here at Ohio State University. But some of the data that's presented in this presentation also comes from my own personal research program and hopefully will get us to the point where we can understand what to expect if we have weather stress occur and what we can do about it either from a remedial management or a prevention standpoint uh before this stress ends up happening. We know that throughout much of the United States, precipitation patterns are changing. Either distribution of precipitation during the growing seasons in places like the Great Plains, North, the Midwest, and the Northeast. In general, we've been seeing an increase in the amount of precipitation in recent years compared to our longer historical averages. So seasonality is starting to shift with regards to that precipitation events. And not only are we getting more precipitation on average, but that precipitation tends to be falling in heavier events. Uh we're getting an increase in the prevalence of extreme storm events. Anywhere from 16% in the upper Midwest to 71% in the Northeast. So that old adage, when it rains, it pours, is really starting to ring true in many of our states uh during the growing season in particular. So these strong storms are kind of a concern because they can bring with them strong winds at times heavy precipitation that may exceed the infiltration capacity of our soils leading to ponding water or flooded conditions. We also might experience some hail events that can cause tissue damage or stock damage in our crops. And so some of the questions come around with regards to these strong storms. How bad is the damage? What can we expect? And maybe what can we do about it or how can we prevent it in the future? The rain also is distributed throughout the season where our days suitable for fieldwork are starting to change as well. We're seeing increasing temperatures during the season, meaning that our frostfree date in the spring is happening about a week sooner than it has been historically. And we're also gaining about 2 weeks of frostfree temperature phase in the back end of the season, kind of in that fall throughout much of the Midwest. But even if we're above freezing, it doesn't necessarily mean those temperatures are particularly warm or conducive to crop growth. Those environments could still be cool or cold at times below 50 degrees Fahrenheit, even if they're not below that freezing threshold. With this change in seasonality, we may also see a change in that precipitation, especially leading up to the days of planting or other field work. We could have cold rain, nonfrozen precipitation instead of snow. and that could be falling into soil that is already wet, stays wet, and could potentially lead to issues with crop growth and development. The declining days for fieldwork also mean that growers might be more prone to perform agronomic activities in conditions that may be less than optimal for our soil environments. If it's marginal, growers may choose to do some activities in the field because they know if they don't get in now, they might get rained out because a cold front, for example, is coming through and rain might be coming, which could delay them another week or two or in some cases three. So, if they don't do some activities now, what implications could that have moving forward? So there's a lot of points of stress e either from these extreme rain events, these storm events, but also from if I don't do it now, am I going to be able to do it in the future? And so it may not be as stressful in the moment, but what happens in the next day or two could be really stressful for that crop. So that leads to a lot of questions, especially regards to our aggronomic practices with regards to these planting decisions. If we're our season is increasing and we're planting earlier in the year, what happens if the soil conditions aren't necessarily very good or conditions are good now, but it looks like things could change in the next 2 to 3 days. Are there concerns after planting for our immediate future of crop success? With regards to field activities, how are things going to be changed with regards to tillage, fertilizer applications, our weed control strategies? Are these things going to have to change as we start to look at these extreme events and how could they influence these? We can think about things like maturity and how that's going to change and also abiotic stress tolerance within our hybrids. For example, could hybrids that are more tolerant of certain herbicides become more popular or more adopted? Maybe we're adopting a different morphology. For example, short corn or short statured corn hybrids might be a choice or an option in the future. But some of this relates back to the stress and how much we're anticipating and what the potential yield losses could be. With any of these storms, there's things we can choose to do ahead of time, but there's also the reactionary measures. Some of those reactionary measures are going to depend on this the damage itself. How bad was it? what really are our options and in the future should we do things differently to prevent this damage from occurring and I think that's kind of where a lot of this presentation is going to focus is in our response after storms understanding a little bit of the damage or the yield losses that we might be able to expect what we can do about it after it occurs but also ways that we can prevent it or minimize the damage from occurring in the first place I'm going to focus on kind of the progression through the growing season for this presentation. The first thing we're going to talk about is kind of these idea of frontal boundaries bringing cold temperatures, particularly for early spring planted fields. Then we're going to talk about flooding and water logging in corn, particularly in the early season when the crop is most susceptible. We'll talk a little bit about hail and yield losses that could be experienced from those types of events. and then we're going to round out the presentation with some information on wind damage which can come with these strong storm events. So, as I mentioned early on, our seasons are lengthening, our springs are coming sooner because our above freezing temperatures are happening at an earlier calendar date. So, this means growers may push the envelope to plant earlier than they normally would. We're also seeing crop insurance dates earlier than we have in the past. Uh sometime between 10th of April and 15th of April is fairly common throughout much of the United States Midwest. And so growers are able to plant and receive full insurance coverage after those first planting dates. And so growers may decide to push some of their planting a little bit earlier in the season where it may be marginal or suboptimal to maximize that speed of emergence, growth, and development. Some of the issues from planting early into cooler soils or soils that are wet um could be things like sidewall compaction leading to issues with seedto soil contact and also early season root growth and development. But another issue that we might experience, particularly if we get rain shortly after planting, is that the soil above the seed furrow could end up becoming crusted. Even in a no-ill scenario, the process of planting agitates the soil in the furrow and it creates a localized zone of tilled soil material. If we get a pounding rain or heavy rain shortly after planting, it could lead to surface crusting and could lead it to issues with emergence success in that crop. Even if the seed germinates, those messodles may not be able to be pushed through the soil and emerge through that soil surface if it's crusted. If we plant too early as well, there could be issues with soil temperatures. In general, we recommend planting when soil temperatures are 50° for corn. But some of the questions come about with regards to what is that 50° temperature threshold mean? Does it mean that's the maximum temperature for the day? Does that mean average temperature, minimum temperature for the day? Is there a critical duration where that soil is at 50° or not? And so we may see 50° in the middle of the afternoon, but it could mean that the soil returns to a cooler temperature, 40, 35 Fahrenheit in some cases, which could lead to damage during the emergence window. So if we have cold temperatures after planting, often times growers ask the question, is my crop going to come up because it's experiencing inhibitional chilling? It could be imbivisional chilling or it could be the possibility that the seed embibes and germinates but this plant just doesn't emerge because it has cold damage or is experiencing cold damage during that emergence window. So it's important for us to understand the difference because if we're targeting the wrong problem, we may not be able to solve it very effectively. So the difference between inhibitional chilling and cold injury is that inhibitional chilling occurs when cold water is absorbed by the seed in the first stage of germination. Damage of this type typically occurs within the first day or two after planting. But the exact temperature range where this damage can be occurred and time frame of this damage occurring is not really well known. We know that it does tend to occur when temperatures are at least below 40° F, but the exact time exposure to that cold water temperature is not really known for what will trigger inhibitional chilling. The other type of injury that can occur prior to emergence is just cold injury after inhibition occurs during the emergence period. This can occur when seedlings are exposed to cold temperatures, typically those below 46 Fahrenheit for extended durations. But again, we're not really quite sure what brief periods of cold temperatures end up doing to these plants or where that injury is really stemming from. But it can cause issues with emergence. Maybe the seed germinates but growth stops or that plant doesn't have enough reserves to push through a compaction layer above the seed furrow. So regardless of whether the injury comes from inbitional chilling or cold damage, the result is similar. You'd have uneven emergence and poor stands develop. So what really can we do to avoid this type of damage from cold temperature stress particularly in those few days after planting between planting and emergence? The best option is if we're going to risk pushing planting date earlier that we stagger the planting dates to avoid having all of the fields be susceptible at the same time. If we can try to avoid soil temperatures of 40 to six degrees or colder during the emergence window, particularly for prolonged periods of time, that could be one way to avoid this idea of the cold stress impacting emergence. There's been consistent work that has shown that phosphorus starter fertilizers can improve early season growth if soils are on the lower side for the fertility level and a phosphorous fertilizer is recommended for your soil based on the soil test. It's not necessarily a guarantee that starter fertilizer is going to improve growth, though it can improve early season growth, though it's unlikely this will translate into a yield benefit at the end of the season. So, for early season growth, phosphorus starter fertilizer could potentially help improve it, but there's going to be limited yield implications from its use um just solely from having that early season growth potential. Another consideration from a grower perspective is to look at the seed lot vigor prior to planting. This isn't something that is reported on a seed tag necessarily, but many companies do screen their genetic material and seed lots for some sort of vigor assessment. In general, a higher vigor score is correlated to better emergence under stressful conditions. A poorer vigor score generally means poorer in emergence under stressful conditions. So positioning seed lots or varieties or hybrids that have a higher vigor score could mean better emergence in early planted scenarios. I know that this is talking about corn, but you may end up considering planting soybeans before corn given the potential uh yield implications from early planting. In some cases, kind of end of April to early May is the optimum planting window for corn, and planting too early could impose some sort of a yield penalty. So, it may be better to start with soybeans and then transition to corn as the soil temperatures warm up to be a more consistent level at kind of that 46 or above temperature. Regardless, if there's questions about whether the crop has experienced imbabitional chilling or cold injury during emergence, you'll want to assess stands during the season and consider replanting if your planting date was early enough with severe reductions. In general, the emergence rate for corn is about 180 soil accumulated growing degree days are required to get 90% emergence. So soil GDDs instead of measuring air temperature and doing the GDD calculation, we measure soil temperature roughly at the depth of planting. So roughly 2 in down and use that as our gauge for growing degree day accumulation. Otherwise, the equation is the same until about V6. Emergence and early season growth for corn is really driven by soil temperatures more so than air temperatures. Okay, so let's say we do get planted in our cold temperature environment and the crop does emerge. What happens if we get cold temperatures and it kills some of the above ground tissue? What's the threshold for this? And what can we expect? In general, if emerged plants are exposed to 21 degrees Fahrenheit for 2 hours, that was a sufficient threshold to kill 50% of the emerged plants. But if that temperature increased to 28° F, it took 48 hours of consistent exposure to kill 50% of the emerged plants. So in general, the warmer the temperatures are, the less damage we can expect from having low temperatures, as long as it's not for prolonged periods, the crop should be able to weather that and withstand it. The other thing to keep in mind is sometimes the plants can look like that photo in the upper right of the slide, even if the air temperatures in the evenings don't drop below 32° F. This is possible on still nights because of something called temperature inversions, which leads to radiant freeze conditions. Still air causes a lot of heat to radiate from plant tissues and can cause the surface of leaves to dip below the air temperature because of the radiant heat loss and escape from that tissue. So sometimes we can have frost or freeze damage of tissue even if temperatures don't drop below freezing because of this radiant heat loss. In general, if plants look like this, as long as the messodle and growing point are still healthy, the plant should be able to recover. We'll see recovery of the above ground chute. The older leaves won't recover, but new leaf tissue will still be formed, and we may end up seeing a shift somewhat in and tassel formation and anthesis, maybe in when that occurs, and the length of that period. Um, but in general the plant should recover. Some work from other states like Nebraska and Wisconsin looked at what happens if you clip the dead tissue on these plants that are damaged. In general, if we have this death, the new growth will be coming through, but it comes out kind of buggy whipped and restricted to some degree. So the idea was could we clip the plants and improve that rate of recovery have less buggy whipping and in general when this practice was employed more damage was done to the plants than was helped eight to 36% yield reduction at six of nine sites experiencing clipping. One site had no yield gain or loss. So seven out of nine times it really didn't help with yield. So in general, our recommendation at this point is even if 55 to 70% of emerged plants at the V4 growth stage or earlier, the recommendation right now is to let the plants go on their own. Able to overcome lower leaf damage with minimal yield penalty moving forward. If you do have substantial death of plants as a result of these cool temperatures, if early enough in the season, a replanting event may be warranted. There's been some work in controlled environments looking at biological treatment of tissue with something like non ice nucleating bacteria. Some of this work has been done in sweet corn spraying with a few different lines of bacteria to help avoid ice formation in tissues. Uh they've found some success with this, but field trials would need to be validated in field corn to really start to warrant recommendations of this in the event a frost event is happening early season. Hormone treatment with brassinolide has been shown to reduce cold damage in cord seedlings at 43 degrees Fahrenheit. But again, um this was done more in controlled environments and may have limited applicability in field environments. One of the bigger concerns that we might end up having if this type of event occurs as a result of a weather front coming through is herbicide efficacy and maintaining weed control in those production systems. In general, if you've planted early, you probably applied a pre-emergence herbicide or an early post-emergence herbicide, which may have a limited efficacy window. And if it's cool while that window is being um experienced, the natural emergence of weed species may be delayed. And by the time the weeds do start to emerge in that production system, the control window may have been passed for our pre-emergence herbicide, leading to more issues with weed control in those systems. The other issue is if we experience leaf canopy death during the early vegetative growth stages, it may take longer for that crop to completely close its canopy, leading to an extended weed-free period that need weeds need to be controlled to make sure they don't become yield limiting in that production system. So herbicide efficacy could be a concern with most of the herbicides that are applied pre-plant in cold conditions. Uh they do have safeners included. So crop damage is likely to not be a major issue in those systems. But the limited control is what we might be more worried about. Okay. So moving on from cold temperatures. Let's say that our crop has emerged and it's looking pretty good or at this point maybe it hasn't emerged and we have a weather front come through but the weather front instead of bringing cold temperatures maybe it just brings a lot of rain and it causes localized flooding. What could happen to our plant stands if the field is flooded prior to emergence? So what if we get heavy rains that cause flooding after planting but before emergence? A lot of the death in those systems is going to relate to the temperature where that water logging condition is experienced. In general, colder temperatures will result in less stand loss from flooding, but stands are going to be overall reduced even in the absence of flooding just because of cooler temperatures. In general, the non flooded emergence rate at 60° was 80%. But when flooded for 2 days or 4 days, emergence was decreased by about by about 10% to 70% emergence. So overall stands were decreased a little bit but not too much. At temperatures of 80° the magnitude of loss was much greater with flooding. stands went from 90% in non- flooded controls to 60% germination and emergence after two days of flooding with stands dropping to 10 to 30% after 96 hours. So if that storm front comes through after planting prior to emergence and you have cool temperatures and lots of water, chances are stands won't be as affected negatively as if it brought with it warm temperatures and flooding. that can be much more detrimental to corn stands after planting. Regardless of how long that water was there, you can sometimes get issues with crusting, as we can see here in these photos taken from northwestern Ohio in 2022. Alleviating standing surface water is a key management strategy here. Trying to reduce flooding and water logging is key. And if you do end up getting crusting to occur, trying to break up those crusts to allow those plants to emerge is really important. Some growers have utilized a rotary hoe to help break up that surface crust, but others in the era of GPS guided tractor um controls end up taking their planter back out setting planting depth to be fairly shallow and they set their AB lines and drive and essentially replant over the field that they had previously planted. This act of replanting is enough to start to break up that surface crust above the row. um to help facilitate plants that are going to emerge to break through that crust a little bit easier. So that's kind of a last stitch effort here to save the stand. But if the planting is early enough in the season, replanting is probably going to be a solid option, particularly if that field was flooded for three or more days. Once the corn is emerged, um, yield losses from flooding tend to decrease as the crop gets larger. In general, when corn is at the V4 to V6 growth stage, a 4-day flooding period will typically cause between 20 and 30% yield loss. But when flooding starts to go for longer than that, 5 days or longer, yield losses can range anywhere from 30 to 100% yield loss. One of the bigger concerning issues with regards to water logging, if plants are able to survive, is that often times any applied nitrogen prior to the flooding event um has been lost either to denitrification, leeching, or just becoming unavailable for the plant to take up. And so oftentimes flooding damage is confounded with nitrogen availability in the soil. As the plants continue to grow, they become less susceptible to flooding damage. In general, during flowering or grainfill period, an 8day flood is still only going to cause somewhere between 0 to 20% yield loss, becomes much more resilient um to longer durations of flooding as the plant gets taller. So going back to this idea of nitrogen availability and yield response in some recent work that we were conducting here in Ohio, we saw that when we had non- flooded controls and we applied either 100 pounds of nitrogen pre-plant compared to zero pounds of nitrogen pre-plant incorporated. At the time of side dress when that pre-plant nitrogen was applied, we still had pretty substantial soil nitrate levels available and crops responded still in a positive way to side dress nitrogen applications of 060 120 or 180 pounds of nitrogen applied um during kind of a normal side dress window. We saw a similar response if we did not apply uh pre-plant nitrogen though overall yield levels were a little bit lower um for those plots. Everything was compared to the highest yielding treatment uh with the highest nitrogen rate in this case. But if we look at a repeated flood, essentially we had the same field side by side, but we had three days of flooding followed by two days of drying and then we applied water for another 3 days to simulate six total days of flooding applied in two discrete events. We saw that essentially all of the nitrogen that was applied pre-plant was gone after that flooding event had happened. These two fields were sampled at the same time and so we saw no change in the pre-plant nitrogen values. We saw substantial differences when flooding was occurred. But interestingly enough, our yield response to applied nitrogen after the flooding period was over during sidress was similar. We saw that increasing that sideress rate suggests the corn is still responsive to that sidress nitrogen and our post flood nitrogen response was similar whether it was flooded or not. We did have lower yield potentials when the flooding was incurred. So in general what we were seeing from our results suggests that this combination of flood damage with nitrogen availability is important. But corn is still responsive to nitrogen applied post flooding. So if we have flooding and water logging occur uh and it's happening kind of prior to emergence, trying to alleviate the crusting is important and understanding the interaction of temperature and what effect that might have on stand is important. If soils are warmer, essentially 80° Fahrenheit, warmer than almost 70° Fahrenheit, seeds are probably going to die if the flooding is for 2 days or longer. But for longer durations, if temperatures are cooler, we might still be able to anticipate some emergence from those fields. In general, we want to assess stands and consider replanting if stand loss is severe. Again, staggering planting dates is important and considering post-emergence nitrogen applications to preserve yield and minimize nitrogen loss from these systems experiencing flooding is a recommended practice at this point in time. Corn will still be responsive even if water logging occurs and any nitrogen really applied pre-plant is going to end up being lost through these environmental pathways with longer durations of flooding. So from a nitrogen stewardship standpoint and yield response standpoint, it may make sense to delay nitrogen application until sidress if possible. Some work has been looking at incorporating different hormone treatments um for folure applications to ensure improved flooding tolerance. And some applications have been able to preserve biomass or yield production in some controlled environment studies uh with their application. But again these need to be applied at flooding onset which could be challenging um in the absence of a drone applicator or something like that. Again this work has been done in controlled environments. Uh limited testing in field tissue has been seen to date. So, it's not really a recommended practice at this moment in time. If we have flooding and it's occurring later in the season and it ends up bringing with it mud or soil particullet, uh it could lead to issues with soil crusting on plant tissue, which would end up needing to be washed off by some sort of rain event or light irrigation, which seems kind of silly to say. Your field has just been flooded, so apply some water, right? It doesn't necessarily seem like it should make sense, but it helps to get that soil off the surface, helps to decrease the heating coming from that soil absorbing sunlight, and can get that plant tissue back to photosynthesizing and helping with plant recovery sooner. Some considerations would be if it happens late enough in the season and the corn was intended for silage or feeding directly to cattle, uh either that silage quality because of the soil contamination um could be affected or potentially even the grain quality could be affected by having those soil particulates um around. Hail damage is fairly common in strong storm events. In general, 50% of hail storms in the US happen from March until May, and at 33% of them typically occur from June to September. So, we're looking at 83% of hail events happening sometime in the growing season in the United States. Unfortunately, there's not much that we can do to manage or prevent these. Uh in general, our action is usually to assess the damage from hail events, usually about a week after the storm has gone through. Yield losses from hail events could stem from stand reductions or loss of leaf tissue or the combination of both. In general, when we're assessing damage, we're usually talking with crop insurance agents and doing some sort of adjustment for yield loss prediction. And this could be something that is going to continue to be common um practice for managing for hail damage. In some cases, we may get to the point where we're looking at remote sensing and assessing damage using different um tools in that regard. Um but at this moment in time kind of going out and doing the field checks is kind of recommended practice. Some questions have been raised about use of folure fungicide after VT. Could this potentially help with recovery speed? Um but in general we found limited benefit from a preventative fungicide especially if there's a low disease pressure in that field. In general, the plant health gains um that have been sometimes associated with mentioning a folure fungicide haven't really been reported in past literature. Probably the best way we can deal with hail and defoliation damage is to try to spread the window of susceptibility for greatest yield loss by altering or varying planting date and hybrid maturity decisions. It helps to spread out crop stages from a single event coming through and decimating an entire crop. In general, yield losses tend to be the greatest from hail around the time of pollination. VT to R2 is when we typically see the greatest yield loss in corn. And so if we can spread that window out some, it helps to minimize direct damage at flowering and minimize the anticipated yield loss from those events. Current work that's been published in this area typically has focused on controlled defoliations with limited assessment of yield preservation from natural events occurring. In general, the controlled work has either reduced stand or it's caused defoliation or it's damaged stems. it necess hasn't necessarily combined a lot of these stresses for a cohesive um investigation. So things like other stressors resulting from defoliation or stem bruising could contribute to damage losses beyond what's been studied and what's been reported at this point in time. In some cases, this work is being done in small plot research and potentially there could be pollination success where we may not anticipate as much in a field where the entire field is affected. For example, some of the work that's been done looking at defoliation in some genetic lines has found that defoliation at the V8 growth stage led to complete tassel skeletalization or prevention of anthers being formed. So if an entire field had this event occur, no pollen formation means no grain yield essentially coming from it. But the yield losses from those small plot research may have been inflated because neighboring plots were pollinating those plants. So it's something to be aware of, something to be um thinking about and just understanding a little bit on the limitations of current research that's been done to date. But I think there's still value in these studies. There's still value in understanding these yield losses because at this point in time, it's kind of the best work that we have. In most cases, it's going to be fairly reliable as well. There's been limited work to see also how these defoliation events are informing or affecting susceptibility to um diseases that could infect grain and affect grain quality uh particularly formation of micotoxins as well. So, that could be an area of future research in this area. So, the last stress that we're going to talk about is wind damage. In general, root lodging is what we can see usually earlier in the season um prior to the V10 growth stage. Chances are, if we're seeing lodging, it's because of rootless corn or floppy corn syndrome. This is caused because the plants have been planted, but they haven't formed the crown roots very effectively. They're limited to essentially seinal root development. We see this more in hot dry soils or soils that had sidewall compaction where early growth of the root system was minimal. In general, if soil if planting depth was too shallow, we also tend to see this um show up a little bit more. So, increasing planting depth, particularly if the soils are on the drier side, could be a management strategy to avoid this in the future. In the mid-season to reproductive stages, sometimes we see root lodging occur where essentially the root mass is pulled partially out of the soil, but the stem remains intact. In general, if it happens prior to VT, we can see recovery like we see in the image here on the right. Um, recovery is usually seen within 3 days. Yield losses tend to range from 5 to 20% depending on severity. Um, but if it happens closer to pollination and early grain fill, we can see yield losses be higher. Somewhere between 25 and 40% are typical. Susceptibility to root lodging also tends to increase with seeding rate. We see increased prevalence of root lodging as seating rate increases. Um, but yield losses from having more root lodging really only occurred at the high seating rates. in this particular study only about.1% yield loss per 1% of root lodging. So of the wind stressors this is kind of on the lower side of a yield concern though it may not necessarily look pretty and may cause some harvesting logistics uh challenges. As long as it happens prior to the VT growth stage um it may be less of a burden for farmers to deal with. Something that's been increasing in prevalence these days is something called willowed corn. This is where we have stock breakage or bending either at or slightly below the ear. The plant though remains intact, but we tend to see limited to no recovery. There's really little information right now on how this is influencing yield and yield production. Um so in the coming years we may know more about this stress but it's something that can occur and we are seeing a little bit more frequently um in the field these days. So how do we quantify damage from these root lodging events? Aerial imagery could be one mechanism. Use of digital surface maps or NDVI values correlated well with plant height and recovery. And we also had pretty good associations with um measuring grain yield from these plots using NDVI or NDRE. In general, these smiley face type graphs are coming because when we had lodging at the R3 growth stage, kind of indicated by these squares and triangles here, a lot of the yield had already kind of been determined in those plots. And so we didn't see quite as low of a yield penalty um with those NDVI values. But for the early vegetative through tassling stages, we had pretty good correlation between NDVI and NDRE values and grain yield. Green snap is another common issue we can have as a result of wind damage. either stock crimping or complete breakage of the stem. In general, we haven't seen a strong correlation between seating rate and green snap susceptibility. In general, susceptibility is tends to be more of a hybrid by hybrid type um specific response. But yield losses from this type of damage in Ohio were somewhere between 2 and 3% per 1% green snap loss. Um but in Iowa that was a similar level if the snapping occurred above the ear. If snapping occurred below the ear the losses were closer to 73% yield loss per 1% increase in green snap. Reports from uh Nebraska have seen that be as high as 1%. As well at the end of the season we could still experience stock breakage. Usually this occurs during or after plant physiological maturity and it tends to lead to issues with either harvestability or um issues with essentially ear rots and micotoxin formation. Susceptibility can be increased due to poor stock integrity either from insect feeding or um poor rind strength possibly from the hybrid or the disease itself. In general, higher receding rates tend to have thinner stems with poorer rind strength. Um, yield losses tend to range in from 5 to 25%. Um, mainly from the inability to harvest efficiently. So, the ears are there, but maybe they fall off before they get into the combine. Um, but if they come in contact with the soil or stay wet, um, there could be issues with ear or grain quality. So, how do we prevent or avoid these stresses? um use hybrid selection to your um benefit. Short stature corns may be less um prone to lodging damage. Also, many companies have ratings for green snap or root lodging susceptibility. So, being cognizant of what those are is important. some interactions between seating rate and u root lodging we saw incidents but there really wasn't an association with yield losses um in general row spacing had minimal influence on susceptibility to this type of damage delaying nitrogen application could reduce damage but in general it's impractical to delay nitrogen applications until after the V12 to 14 stage and more yield loss from no nitrogen in is probably going to be experienced then yield loss from wind damage. In general, use of a fungicide could help minimize stock rot disease concerns and potentially improve harvestability at the end of the season. Um, but really harvest order of fields is going to matter. Harvesting those with poor stock integrity first is really important. So to summarize and conclude this presentation, just keep in mind strong storms can cause damage, but the severity oftentimes is dependent on the stage of the crop. And in many cases, the yield losses look or the losses look worse than the yield loss may end up being. Usually somewhere between five and 35% is a reasonable estimate for loss depending on severity. Um but to date a lot of our work has been limited to a single isolated stress at a time as opposed to a combination of these stresses. So future work should really look to combine these um to really expand our knowledge. A lot of the work that I've presented has come from my lab and has been recent but a lot of the other stress work has been published prior to 1995. So, this is an area where we're continuing to improve our knowledge, um, improve the information that's available, and really help evaluate new tools to see what can be employed to make our systems more resilient and more robust to strong storms and strong storm damage. With that, I'd like to thank you for your time. I appreciate um the funding support for a lot of the work that's been presented here and wish you the best as you continue to explore this webinar series.

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.

Transcript for Assessing Hail Damage in Corn

foreign [Music] extension choreographist with Purdue University and today we're going to be talking a little bit about assessing hail damage um so the first slide I have here is just looking at you know two different time points during the the growing season where we are are looking at you know how hail can impact corn I'm going to kind of talk about corn in terms of hail damage early in the season so when corn is in that vegetative growth stages but also talk about some of the hail damage that can occur you know in the later season as well so the picture on the left is is corn that was injured by by hail um kind of earlier in the season um and the picture on the right here is is corn that was was damaged by by severe hail storm kind of later in the season um so when we we think about how corn can be impacted by by hail there's really three main components as to what causes yield loss in corn and how it's really impacted by by ale damage during the season the first one is is plant stand reduction so we think about you know severe hail you know severe hail storms that can actually you know kind of damage the stock of the plants can damage the growing point of the plants and actually you know really reduce that that plant stand and and reducing that plant stain can then you know translate to yield losses at the end of the year another area where where hail can impact corn and impact the yield is just through direct damage to the plant so it can occur from you know just you know hitting that stock bruising that stock you know causing issues on that stock but also later in the season you think about as the the ears being developed if if it's getting hit with hail that can actually damage into the ear damage you know outside the husk can damage the ear and cause yield loss in that frame too but probably the the most prevalent uh area where where corn is is damaged and where a lot of that yield loss comes from from hail damage is is due to Leaf defoliation right so that is is very dependent on you know what percentage of that leaf defoliation occurs but that's probably the the primary mechanism of where a lot of that that yield loss occurs when when corn is impacted by a hail storm so you know thinking about okay we have a hail storm okay how do we assess what what the damage is how do we assess what the potential yield losses is you losses are in the field and probably the most important Point um after a hail storm is to one understand what are my growth stages in corn that is you know very important for any crop Scout it's it's very important to assessing any types of stress or any types of damage and what that potential yield loss is going to be so in terms of hail damage in corn it's really important to understand okay what growth stage is that corn at so this this picture here on the left is is looking at you know the vegetative growth stages so I'm going to kind of separate it between the vegetative growth stages of corn but also the reproductive stages of corn so you know vegetative growth stages of corn are typically called the B stages they're they're often referred to or reference to the number of leaves of the number of Collard leaves on the plant and then we get into the the r stages so that the r stages the reproductive stages that's when we get past you know pollination and we'll get into ear formation and a lot of the the growth stages are are more dictated based on where that that ear is in development so we're going to talk kind of you know split up this talk in terms of hail damage in terms of impacts during the vegetative stages but also impacts of hail during the reproductive stages of corn and and another important point for those two is that you know total yield loss caused by hail damage and really in you know really focusing on the leaf defoliation impacts is directly related to what growth stage that that corn plant is at so that's why it's just so key to to really understand what growth stages they are and understand how to identify those in the field so you can properly assess you know what what is the total damage what does that potential yield loss going to be uh from the hail damage um so again this this slide here is just kind of giving a little bit of an overview and a little bit of detail um about some of the the growth stages in corn both in the vegetative side and the reproductive side highlighted in red some some really critical growth stages when it comes to you know assessing hail damage um you know so on the left hand side you're with the vegetative growth stages they start at ve which is emergence you know I've highlighted here in the B6 growth stage which is you know the sixth leaf on that plant has a visible collar that is important for a hail damage standpoint because that is the point in time when corn actually has that growing point so that meristematic tissue that growing point it's a really you know important part of that plant and that growing Point actually emerges out of the ground at that point in time so you think about corn that is pre-v6 it's going to be a lot more tolerant to severe hail damage because that growing point is below the ground and as we get to V6 and that growing Point comes out of the ground that corn plant is going to become a lot more susceptible to hail damage because that hail can actually directly impact that growing point and actually potentially kill that plant and you know severely stunt that plant and that's where some of that stain loss comes in I also have highlighted here that the VT um growth stage so the VT growth stage is is when that that tassel emerge or that lowest tassel branch on that corn plant is visible when we think about hail damaging corn you think about Leaf defoliation corn this is the growth stage that is the most critical in terms of leaf defoliation if we have 100 Leaf defoliation at this point in time we could have 100 yield loss so it's it's a very very critical uh growth stage for corn for understanding what is my potential yield loss due to hail damage and then this this next table I brought up on the slide on the right hand side is really looking at the reproductive growth stages of corn right so this is where we we switch from the vegetative growth to now that corn plant is is the tassels emerge the silks have emerged and now we're into those R growth stages we're really focusing on you know what is the development of the ear at that point in time to to help us determine what that growth stage is and and here I have highlighted and read the R1 growth stage so the R1 growth stage you know very similar timing to that BT um that tassel emergence so R1 is when those silks are emerging outside the husk that is another very critical uh growth stage in terms of potential yield loss caused by hail damage so if we have severe Leaf defoliation at that point in time we're probably going to see a pretty severe yield loss and and as we work our way more towards maturity so R6 is that corn plant gets more mature it's closer to Black layer closer to harvest our chances of potential yield loss caused by handle damage actually goes down so kind of opposite on the vegetative side as that corn plant progresses through that vegetative stages stages get closer to pollination our potential yield loss caused by hail goes up but on the reproductive side as we move from pollination through grain fill and closer to maturity and harvest that potentially a loss caused by hail damage actually reduces or decreases over that point in time so I'm going to first start you know start out by assessing hail damage and young corn plants so I kind of talked about we're going to focus on you know the young corn plants the vegetative growth period and then we're going to switch to what that hail damage can be and the reproductive period in that late season hail damage so when it comes to assessing hail damage and young corn plants um there's really two primary mechanisms where yield is impacted in corn from hail damage and young corn the first one is we kind of touched on this is reduced plant stand and that's you know typically a function of it's is that growing point out of the ground did it cause severe damage of that growing Point did it actually cause some plants to to desiccate or die and we actually reduce that overall plant stand and also Leaf defoliation so Leaf defoliation we're losing a lot of leaves defoliating a lot of leaves that can also cause an impact on on corn yield depending on what vegetative growth stage that corn plant is in so again it's really important when assessing hail damage in corn is is really understanding okay what current growth stage is that corn at so we know what the growth stage is we can get a better idea of how much that corn plant is going to be impacted by the hail and the first important point I touched on this was was really understanding okay the V6 grow staging corn so right around you know V5 V6 growth stage that is when that growing Point actually moves out of the ground and that growing Point moves out of the ground that corn plant is going to become much more susceptible to hail damage than if say that growing point was below the ground so it's important to understand what that growth stage is and then if we understand okay maybe it's V6 or more progressed that growing point is going to be out of the ground so now we need to assess what is the the health of that growing point so if the growing point is above the ground it'll be important at that point in time to actually split some stocks you know find that growing Point reason and really look at the overall health that growing point region is if we can assess the overall health of that growing point region that'll give us a pretty good idea of whether or not that corn plant Will Survive or where maybe that corn plant won't survive and also a really important point with hail damage and something you know we we gotta try to stress to both Scouts and Farmers is to be be patient right so a lot of times with hail damage especially in the young stages the vegetative stages it can often look a lot worse than what it actually is you know you look at pattern torn leaves you know corn plants that maybe just completely knock down at that point in time but it's important to give it some patience so we can assess the survival survivability of those plants so typically you'll start to see regrowth and corn in about three to five days so it's important to you know be patient give that corn plant some time so we can truly assess what that regrowth potential is going to be and then especially if that growing point is above the ground there's a very good chance that growing point is above the ground where that growing Point wasn't severely damaged that corn plant is is going to recover and it's going to recover well but we have to be patient to understand stand and assess what that regrowth potential is so the pictures on the left so I share this picture here and this is just looking at okay what is that growing point region looks like where do we we look for that growing point region so I have talked a lot about the growing point so this corn is you know I split this is a split stock image this corn is about the V6 B7 growth stage you can see that the nodes in this plant but overall there's there's kind of a triangle area and you can actually actually see where the the tassel is at this point in time and that corn plant and it almost looks like a telescope where those nodes are and you can actually see that tassel and I kind of highlight have it highlighted here on this this figure of actually where that growing point region is so you know it's important if we're past V6 okay we've got severe hail damage okay now we need to go out look split some stocks assess where the growing point is and also understand whether or not there is severe damage to the growing point is there severe bruising does it look like there's just severe damage to that growing point where there's a pretty good potential that corn plant isn't going to survive and then on the the right hand side um is a picture looking at you know the the Total Recovery or the plant recovery of that corn plant so you can see in this picture you know young corn that was pretty devastated by hail damage um but that that growing Point um at that point in time was preserved it wasn't severely damaged um and you can actually see we're starting to see some pretty adequate regrowth from that corn plant so that's why it's it's really important to to be patient when assessing hail damage and to look at the the survivability of those plants after say three to five days before we make the final call on whether or not that corn is is going to survive or not another issue that can happen with hail damage at this point in time is both stem bruising and also World damage so you think about whirls and the unrolling of those leaves especially during the vegetative stages those can be damaged due to hail damage and also Leaf defoliation right we talked about Leaf defoliation um in terms of of stem bruising and World damage it's often very difficult to quantify yield losses but if you have severe damage to that rural area that can cause restriction of newly emerging leaves from the world that can cause issues in the plant and also too in terms of stem bruising it's kind of similar to assessing the damage to the growing point where we're actually want to understand okay how deep is that bruising is it really going to impact maybe the translocation of water and nutrients in that plant so again splitting those stocks assessing the help health of the stem both the growing point and the stem to see if there's any potential issues at that point in time another big area is obviously Leaf depoliation that's probably the big thing that comes to mind in terms of hail damage in corn um leave damage in defoliation and caused by hail a lot of times it just looks worse than it actually is and that's kind of why we're back to you know being being patient and then especially at those young growth stages the young vegetative growth stages corn can tolerate a lot of leaf loss at that point in time it's just not going to lose a lot of yield it can recover quite well at that point in time and another you know important aspect about this is when we're looking at and evaluating Leaf defoliation what we're really trying to look at is actually what the leaves that have been completely detached from the plant so if you're seeing you know tattered leaves torn up leaves that are still attached to that corn plant those leaves can actually still photosynthesize and and that's important because those leaves are still going to help that plant so we we often don't refer to those as you know complete defoliation because those plants are those leaves are still photosynthesizing still attached to that plant and still can help that that plant produce yield so I shared this this graph right here and and or this table right here and this is really common that you see this is from the USDA the USDA corn loss adjustment standards handbook um and this is where you know a lot of work has been done at looking at okay what are the yield loss impacts caused by percent Leaf area destroyed or what percent Leaf area or percent Leaf defoliation and it's based on growth stages right so if you think about the the seven leaf so the seven leaf what's interesting about these these tables is you know I often talk about vegetative stages B stages and the collared Leaf stages here and a lot of times the crop insurance and also the the corn loss adjustment handbooks they refer to actually the number of Leafs they don't roll by Collard growth stages they go by more so the the leaf State the number of leaves at that point in time so that's important to understand when looking at these these tables so you look at the you know the top of this table here seven leaf you look at the seven leaf growth stage if we have a hundred percent Leaf defoliation or Leaf loss we're only losing nine percent yield right so that that's the point that that corn plant can really tolerate a high amount of leaf damage or Leaf loss at those young vegetative stages and another important point to do is look on this right hand side you know 100 percent yield or 100 Leaf loss Leaf area destroyed that begins to increase as our growth stage progresses so as we move up to say a 12 Leaf row stage now with 100 Leaf damage or Leaf defoliation we're losing about 30 percent yield so as we progress more towards that pollination period we are going to lose more yield from percent Leaf to foliation and that's that's the important part of really understanding what growth stage are we at out in the field to truly assess what is our potential yield loss caused by hail so in terms of you know assessing hail damage caused by by young porn you know these are just some examples and how to approach it for maybe a scout standpoint you know the first point and we've talked about this and I'm going to keep you know referring to this is really to determine what vegetative Crow stays that corn is at that is very important to truly assess yield loss and it's also important to assess is that corn at you know say the B5 B6 growth stage if it is is that growing point out of the ground and then do we need to split that stock and assess the health of that growing point so check for any growing Point damage so we can get a pretty good idea is there any Stan loss issues occurring in that field and also be patient right we talked about this but wait three to five days in terms of assessing what that regrowth potential in that plant survival potential is so you can also look at you know taking stand counts at that point in time so if we we find that we do have severe growing Point damage severe plant damage that are that are causing um you know plant stand losses then we can one assess the survivability two we can take stand counts at that point in time to even give us an even better understanding of what that potential yield loss is going to be and also it's important to understand with corn is that stain loss reduction is not linear relationship to yield loss corn can can tolerate and can compensate at pretty low plant population so it's important to understand to look at replant guides to look at you know a lot of those studies that have assessed corn plant corn yield responses to plant populations to understand okay what is our potential yield loss going to be if we lose a significant amount of sand and also assess that that leaf defoliation for potential yield loss estimate based on that growth stage of the Corn so now I'm gonna you know quick switch gears here to looking at you know we talked about the early Seasons vegetative growth stages but what about you know late season hail damage and damage during the reproductive growth stages of that horn um at this point in time you know yield losses are predominantly caused by both defoliation and also stock and ear damage at this point in time and again I'm going to keep highlighting this it's important to understand what growth stage that corn plant is at if we know what the growth stage is it can help us understand what is our yield loss severity especially due to to Leaf defoliation at that point in time so this picture here on the right you can see just some of that fairly severe hail damage Leaf defoliation caused by a late season uh hail event so Leaf defoliation from late season corn again kind of similar to early season corn it often looks a lot worse than it actually is tattered leaves so tattered and torn leaves but they are still attached to that plant still will photosynthesize and we simply don't don't classify those as you know a percent Leaf damage or complete Leaf loss if they're still attached even if they are tattered and torn they can still photosynthesize and help that plant produce yield yield loss from hail damage is and I've talked about this before it's just its greatest point during critical pollination period so that BT R1 and as we move from vtr1 go through the Greenfield stages get closer to maturing and harvest that yield loss potential it's going to go down so you think about 100 yield or 100 Leaf defoliation at VT could potentially lead to 100 yield loss so it's very significant at that point in time and again so again it's important to understand what is our percent yield loss to estimate yield loss and another interesting aspect too is you know kind of maybe one benefit I don't know if there is a true benefit from from hail damage but if we do have leave defoliation that can actually help Advance green grain drying at Harvest and this is just due to some of that increased air movement between throughout that canopy of that crop so this is a kind of similar table that I showed before just looking at okay what is our percent Leaf area area destroyed what is our growth stage here on the left hand side and again this is from the the USDA corn loss adjustment standards Handbook of 2020. but you can see that leaf defoliation yield loss at this point in time is way more significant than what it would be at those younger vegetative growth stages you look at VT tassel again if we have 100 Leaf area destroyed that's going to result in a hundred percent yield loss but that that number that percentage or that total leaf or that total yield loss caused by 100 Lee Ferry damage does decrease as we move towards maturity and and another aspect too of potential yield loss and something to watch for in terms of late season hail damage is really looking at ear damage so it can if we have severe hail you know large size hail that can actually impact yield specifically by Straight damage to that ear so you can see from this picture here about softball size hail from this this field actually cause pretty severe damage to those ears so in addition to both Leaf loss Leaf defoliation you can actually also impact that year and actually damage that year itself another aspect too can be severe stock damage which potentially can cause lodging uh you know severe stock bruising severe stock damage you know that's in very severe cases but that can actually lead to some lodging on the back end of the season um so to wrap up here um just some take-home points in terms of assessing heel damage and corn um again kind of back to one of the most important things I talked about was really understanding what the growth stage of that corn is we know what the growth stage of the Corn is that can give us a better idea of one word we need to look and also to what is going to be a pretty good estimate of what my percent yield loss is due to that hail damage so again if I'm in the vegetative growth stages you know what is my vegetative growth stage is that growing point out of the ground okay it is out of the ground do we need to split that stock do we need to pay attention to that growing Point Health and then give us a better idea of whether or not we do have some stain loss on top of also some Leaf defoliation at that point in time and and also another important part is is just to be be patient with hail damage and a lot of times that's easier to set it down as said than done especially for the farmers but but be patient you know Leaf defoliation a lot of times looks looks worse than it is it's important especially in those vegetative growth period those unicorn plants to give it about three to five days to really assess is that plant going to regrow is there some survivability of that plant or is it not going to survive and do we count that as potential stand loss tattered leaves again tattered torn leaves but are still attached to that plant can still photosynthesize and still can contribute to that plant in terms of yield development and lastly you know important part of about assessing hail damage is a lot of times you work with the crop insurance agents and something we always refer to as the crop insurance agents they typically have their specific guidelines and they are going to make that final call in terms of you know what is that that final yield loss estimate and so on so I'm working with those folks and under standing that the crop insurance agents do have their specific guidelines that they do follow and they are going to have the final call in terms of determining what that final yield loss um but overall um again that I thank you for listening uh if you have any questions or want any additional information uh my email and different information here are on this slide but thank you very much for listening

Transcript for Replant Considerations for Corn

[Music] [Music] my name is uh Dan Quinn I'm a extension corn agronomist and assistant professor of agronomy here at Purdue University uh we're going to talk a little bit about uh just replant uh considerations for corn what to look for how to make some of the decisions in in terms of you know whether or not we need to replant or or whether or not we we don't need to replant um in terms of corn so just jumping right in right you know these are a couple examples a couple pictures I have of you know issues you may run into or or calls you may get from some Farmers you know whether it be some some damage in their field in terms of you know missing plants or poor emergence in their plants or in their fields or in certain areas are based on certain patterns um you might have you know High residue issues you know cover crop issues no tail issues um just Emer issues in general and and typically the question is when you have these challenges right in terms of missing plants or poor emergences whether or not should we should we replant right should we replant should we leave it you know should we patch it in should we you know terminate it and start over those are some of the big questions uh that often arise into terms of replant decisions uh so the first question we have is okay where do we start right you you get to a field you see the the issues in the field certain questions of whether or not we should replant or not so so really where do we start um when it comes to making that decision um so really it it starts with stand assess assessment right and that really starts with with your stand counts out in the field um the stand assessment is is often really important in terms of the earlier you can do it the better uh so from emergence to the V3 growth stage or three colored leaves um is a really good time to assess that stand after planting um it's also important to note in terms of replant decisions that they are not easy right uh replant decisions are not easy because there's lots of different factors at play in terms of you know planning date and replant costs and you know trying to understand what the potential yield loss is or yield gain if we were to replant so uh replant decisions are not easy there's a lot of factors at play uh when we think about you know whether we should replant or not uh potential yield losses are often very difficult uh to estimate um there's really no kind of linear relationship between you know missing plants and and yield reductions um so there's a lot of factors at play right so potential yield losses are often very difficult to estimate um another big aspect right is the timeliness of decision um you want to make that that decision fairly timely so if we need to do something about it uh we can do it in a timely fashion right so we're not waiting weeks before we need to replant um so the timeliness of the decision um is important and also with replant decisions right it's often dictated by economics right it's dictated by do we have a replant policy or not do we have seed availability or not what's the cost going to be if we're going to replant or how late it is in the season so so I'm just trying to help you understand that there's a lot of factors at play there's a lot of decisions um and you know different aspects that we need to factor in whether or not we we are needing to replant so it really starts with assessing that stand and understanding okay what is the stand what are the stand counts what is the number of plants do I have in in certain areas that may be damaged out in the field right so how bad is it and what is remaining that is often our our first first step when it comes to making replan decisions um so you know when it comes to to making that decision and and understanding what is you know left on that field it's important to do stand counts right and an easy way to do stand counts is to look at it in terms of one 1,000 of an acre so you can get a pretty good estimate of what that population is or how far off are we from that targeted seating rate that that farmer may have um so here's kind of a quick you know reference table most of the time you'll be in 30in rows so if you measure out 17.4 ft of a certain row that can give you an estimate of 1 1,000 of an acre um it's really important to Target multiple random locations within that effective area of the field to kind of get a gaug and average of What the potential stand loss is it's not just targeting the really poor areas versus a really good areas it's taking multiple random locations throughout the poor areas um to get an idea of okay what is the average maybe plant population lost in those affected areas and it's also not only important to look at okay what the stand is in that specific area but also look at the plants right assess the viability of the plants counted you may take a stand count and you may have say you know 30 plants in in 17.4 ft or 20 plants but are all of those plants viable right so just because there's a plant there right is there any indications of regrowth right is there new green leaves on the plants that may have been damaged um is the seed germinated right so maybe you need to actually get down and dig out some of the seed so just because there's a missing plant there doesn't mean we don't have a germinated seed below that soil surface um so it's important to not only count the plants that are in the effective areas but also assess the viability of those plants right are they they still alive are they germinated do they still have a chance of of actually regrowing or are they no longer viable are they dead right are they are they you know are they dead and they're not going to survive that specific area so we can kind of factor those out um and this actually requires a little bit of patience right the reason I say a little bit of patience because you have to give those plants a little bit of time um in order to assess if they are going to regrow so if you think about you know flooding conditions or so crusting or any other instance that may have impacted the plants Frost damage right it's important to actually have some patients so that you can give it a little bit of an estimate you know might be three four days wait a little bit then you can actually accurately assess are we getting some level of regrowth some germination that is occurring and get an indication of whether or not some plants May survive or may not survive um but it really starts out with you know going going to those impacted areas assessing the stand counting the stand and then getting some estimate of what the viability is of those plants um within within those affected areas so we can start to understand okay how many plants are we losing how many plants per acre how much population have we lost in those impacted areas so not only is it is it important to assess the the overall stand and the overall viability of the plants often in in replant cases where you have poor stand or poor emergence in affected areas of plants is that you also will notice the evenness or the unevenness of that stand right so we might have corn plants that emerge two three four days ahead of their neighbors so if you notice and walk through that field you can kind of notice it here in this picture right here you might have some plants that are at say V3 V4 V5 growth stage and some plants in the impacted area that maybe are only at V1 or B2 um so it's still also important um to assess what is the level of evenness of those plants remaining try and get an estimate of okay here's my plant stand here's how many plants are still viable okay here is where maybe these plants are X growth stage Behind These certain plants um so just because plant population isn't impacted doesn't mean that yield still can't be lost um because often where we have plants that are two three four growth stages ahead um their neighbors that are behind often can't catch up or they may not be able to produce an ear or they're going to have you know some level of yield reductions in those areas so assessing you know not only the stand the viability but how even that stand is and is there some indication of how many growth stages behind are some of those plants in comparison to their neighbors in certain areas um in the field um so you still need to to assess the uniformity of the remaining stand you know try to get a gauge of what the growth stage differences are out in those areas and also if you can get a maybe a approximate days difference in that overall um emerence so now if you take your stand counts and you assess the viability and the evenness of the stand it's now starting to to try and understand what that potential yield loss is from the existing stand in those impacted areas and whether or not we should maybe make that decision to replant or not replant um this is an important aspect you know and and what we're showcasing here with this with this um figure right here is we're actually taking data from a lot of the seating rate trials um that had been done at Purdue University where you can look where we actually assessed you know what the plant population was at Harvest and how it actually related to yield and when you look at this figure what's really interesting is that you see that you know even when we get to plant populations that are below 26,000 per acre or even when we're down to plant populations of say 23,000 plants per acre we can still maintain quite a bit of yield right so just because you may have had a farmer that targeted say 32,000 seeds per acre and we're down to say 23,000 plants per acre you may think to yourself hey we need to to replant this field but if you look at some of this data right some of those a lot of those plants still have the ability to yield they still have the ability to compensate so we may not actually need to replant when we're down to about you know 23 24,000 plants per acre um So based on this figure and a lot of the data that we have at Purdue in terms of plant populations in relation to yield is that around 95% of yield can still be achieved at lower populations so you look at a PL plant population difference between 28,000 to 35,000 there's only a 05% difference in yield you went from 26,000 to 37,000 plant population there was only a 1% um difference in yield um so it's not really a onetoone relationship where if I lose you know one two plants in a certain area I lose x amount of bushels per acre right so it's not a onetoone linear relationship a lot of those plants can still yield pretty well at some of those lower lower U plant populations so often a starting point uh for us is is often when you get to plant populations lower than 20,000 plants per acre they that may be a good starting point to start assessing whether or not we need to make that replant decision um you can see just by this figure you get around 23,000 as we start decreasing that overall um relative corn grain yield is going to start to decrease um so that could often be you know as gauging a starting point we're at 20,000 or we're below 20,000 plants per acre you know then we're starting to assess we may be losing some significant yield so that may be a good starting point when assessing um regand decisions here's some more data um out of Iowa um Iowa State uh guide to to Iowa corn planting um this is based on you know abim crop models um but this kind of goes a little bit further in terms of assessing when the the planning date occurred and actually what that final plant stand is so this can also be a very good resource to use where you know if we're planting a little bit later right then the plant stand um becomes a little bit more important right but if we pled say May 5th and we're down to say 24,000 20,000 we're still gaining 90% 80 to 90% of the maximum corn yield but if we're in a l later planning date right you look at 20,000 24,000 now we're only about 68% of the maximum corn yeld there's 61% of the maximum corn yield um so you still need to factor also factor in okay what date are we planting how late are we getting in terms of some of that replant um and then also assessing um that that uh average plant population per per acre in those impacted areas um so this is is another resource right that you can kind of dive a little bit deeper based on when that planning day was what is our existing plant stand this is kind of the estimate of of how much corn yield or what percent of that maximum corn yield will we still be at and then that can help you make that decision whether or not we need to replant or not another question probably one of the big questions we often get uh from farmers in in terms of when they're replanting because they may have targeted a certain date May took a little bit of time to assess whether or not we need to replant and then it's starting to get maybe a little bit later in May or we may be appro approaching early June is the question they they may ask is do I need to actually change my hybrid right so do I need to change the overall maturity of that hybrid um and there's some you know good resources out there to help you make this decision um I think the first part is okay if you're making the decision we need to replant what is the estimate on the date that we are going to make that replant right is it June 1st is it May 25th right try and get an estimate on when that replanning date will occur and then we can actually look at based on the certain hybrids look at Growing Degree Days to maturity right and this is often based on the hybrid maturity date you know hybrid maturity number but you can actually get these these numbers from the specific seed companies a lot of the seed companies will say you know this maturity hybrid and they can give you an estimate of okay what is The Growing Degree Days to maturity right and maybe based on planting it may be based on emergence um but get an estimate of what the Growing Degree Days Are to maturity and then you can actually use certain resources to try and gauge what the expected first Frost day is in your specific region because that's often the challenge right if we get too late in the season let's say a replant if we have a full season hybrid that we would have used if we planted much earlier is that plant going to mature in time before that first fraud date occurs um so here's a a research that that Purdue University has U from the Midwest Regional climate Center we can actually put in your your planting date put in the estimate of Growing Degree Days to maturity and it will also give you the expected first Frost dat as well um so this can be a resource that you can use and say well if I'm going to plant this certain hybrid at this certain maturity it may not mature in time based on that first frost date so maybe I need to make that decision of going to a little bit earlier um day maturity hybrid or based on the replant date we may see that you know hey that that hybrid still has time to mature before that first uh Frost aate occurs it's also important to work with the seed dealer right um what seed is still currently available you know if you're in really big regions that are impacted that have a lot of replants a lot of that really maturing seed may be gone already um or could be really hard to come by uh so what seed is still currently available there's a lot of different replant programs based on seed companies so do we have free seed or discounted replant seed that can also you know have a really big impact and factoring into a replant decision and also with certain hybrids right if you are going to replant a little bit later Target really good disease protection this is really really important important um because a lot of times later plantings can be impacted uh by more folar diseases based on that plant hitting more critical growth stages a little bit later in the season where we have you know differences in both moisture humidity and and temperature so Target really good disease protection and those hybrids that you're making uh with the replants at a little bit later uh planting date and then kind of lastly you know you think about estimation of replanting costs this is often the biggest deciding factor for replants of okay what is my potential yield loss and how does that relate to what is it going to cost me in order to make that that replant decision right so this certain factors to consider and is the cost of replant seed you know do I have the opportunity to get free replant seed or discounting replant seed is that provided you know factoring in what's the fuel what's the labor you know do I need a herbicide application to kill off the rest of the of the remaining plants you know do I need fungicide do I need drying costs at Harvest um because I'm planting later and I may Harvest later um and costs likely vary for every single farmer in every single environment so it's really important to work with those individual farmers and their individual you know locations or operations to help understand what that replant cost is going to be and how does that relate to the potential yield loss we may have and then lastly right another question is often do we patch in or do we destroy and start over right do I have you know kind of variable impacted areas throughout the field do I need to just bring my planter in and just patch in those areas or should I just terminate the entire field um and start over and and for the most part with corn right corn can often be very different than than soybeans when it comes to some of the replant decisions is that corn you almost always need to destroy and start over um in a field uh patch in really only in severe cases and what I mean by this is if you have really large areas of missing plants you may be able to patch in um and this is also where we're really severely impacted by the overall plant stand uh so the remaining population is is potentially less than 25% of the original Target so really severe you know cases we have a lot of missing plants then we may be able to patch in uh for the most part and the majority of time uh with corn you almost always need to to destroy and and T start over and this is due to you know corn often deals with the competition with surviving plants right we don't want large variability in plant maturity at Harvest right if you patch in that corn you might have certain plants that are maturing and certain plants that are not and then you think about you know the Harvest decisions and the challenges with harvests if we have really large swings or variability and plant maturity and harvest um targeted seaing rates right so if you think about starting over with the plants um targeted seaing rates can actually remain the same or slightly lower right so if we go a little bit later in the season with our replant um we actually may be planting into much warmer soils so we may have um much higher germination success uh with that later planting and warmer soils so often we don't see that you need to really alter your your seeding rate with a replant um and you may be able to go a little bit on the Lower Side um but you definitely don't need to go a little bit higher um with your your overall seating rate in terms of uh replants so to wrap up here right uh replant decisions for corn are not easy because there's so many different factors that play and there's also so many different I would say economic factors that are very different from farmer to Farmer or to operation to operation uh when it comes to making that decision um it's really important to to Really first okay assess what plant population have we lost in those impacted areas and not only assess that plant population but what is the viability of those plants also what is the uniformity of that stand in terms of the differences in emergence or differences in grow stage uh from those plants um and then try to get a gauge based on that data of what are potential yield losses are right and missing plants does not mean a direct relationship to yield loss and we kind of showed that with some of the graphs looking at you know plant populations in relation to yield right we can often see a difference in say 10,000 uh plants per acre and the yield difference may only be you know 0.5 or or 1% so um it's still important to to try and gauge you know at that certain point you know whether it be 20,000 plants per acre then we might start seeing significant um yield losses and also estimating replant costs right and this is going to vary based on operations and farmers and locations um but you know do we have tillage costs do we have pesticide cost what is the labor what is the fuel do I have replant seed cost right there's a lot of different factors um that come in and engaging you know is it going to cost is it worth it to do the replant or based on the estimation of yield loss you know is it not worth it um to to have all these additional costs uh for that replant and almost always need to start of with corn right corn does not do very well in terms of patching it in and competing with its neighbors you know in certain areas um and also the the challenge challenges with having a lot of large variability in in Harvest moistures um corn just just does not do very well in in patching scenarios in terms of replant you almost always need to start over except when I talk about the really severe cases where affected areas are very large and we're also missing say 25% you know less than 25% of our our targeted stand but you always almost need to start over with corn uh for replants um so that's kind of uh an overview of of you know assessing replants and making those decisions um I want to thank you for listening um as well and then you know also this is part of the crop protection Network as well so to give a shout out to them for for this presentation so thank you