Assessing Effects of Drought on Corn Grain Yield?
      
       
      
          
      
      
       R.L. (Bob) Nielsen 
        Agronomy Dept., Purdue Univ. 
        West Lafayette, IN 47907-2054 
        Email address: 
        
         
         
       
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        of Indiana remain abnormally dry as we approach the middle of the growing 
        season for corn; especially the southeastern areas of the state. Nearly 
        64% of Indiana was classified as abnormally dry while 13% of the state 
        was classified as experiencing moderate drought conditions as of 3 July 
        according to the U.S. 
        Drought Monitor Web site (Fig. 1).  Rains throughout the state during 
        the past week have actually moderated the drought ratings somewhat compared 
        to recent weeks; which is also reflected by the slight improvement in 
        USDA 
        estimates of Indiana’s corn crop condition as of 1 July (Fig. 2).  
       
        
        Fig. 1. Estimates of drought conditions throughout Indiana as of 3 July 
        2007. Source: US Drought Monitor, http://drought.unl.edu/dm 
        
        Fig. 2. Percent of Indiana corn crop rated 
        good & excellent from late May through early July for 2007 versus 
        several other years and the 5-year average. The yield values shown in 
        the yellow boxes indicate the percent above or below Indiana corn trend 
        yield for each indicated year. Source: USDA-NASS, 2007. 
      Estimates of soil moisture deficits by the Midwest 
        Regional Climate Center (5 July 2007) mirror the estimates of drought 
        conditions. As of 5 July, estimates of soil moisture in the upper 72 inches 
        throughout most of the eastern half of Indiana ranged from 5 to 15% below 
        normal (Fig. 3). Estimates of soil moisture in the upper 12 inches indicate 
        that areas of northeast Indiana were as great as 30% below normal as of 
        5 July (Fig. 4).  
        
        Fig. 3. Estimate of soil moisture deficits 
        throughout the U.S. Midwest in the upper 72 inches as of 5 July 2007. 
        Source of image: Midwestern Regional Climate Center, http://mcc.sws.uiuc.edu/cliwatch/watch.htm. 
        
        Fig. 4. Estimate of soil moisture 
        deficits throughout the U.S. Midwest in the upper 12 inches as of 5 July 
        2007. Source of image: Midwestern Regional Climate Center, http://mcc.sws.uiuc.edu/cliwatch/watch.htm. 
      Obviously, none of this is any surprise to those growers affected by 
        dry soils this current growing season. The nagging question that continues 
        to be debated at the corner table of the Chat ‘n Chew Café is how much 
        yield potential has been or will be lost due to these dry soils and hot 
        temperatures?  
      Unfortunately, accurately predicting the effects of severe drought stress 
        on corn grain yield is never easy or straightforward.  The actual yield 
        for any given field is determined cumulatively throughout the entire season; 
        not at any specific point in time. Like any stress, the effects of drought 
        on corn grain yield depend on the severity of the stress, the duration 
        of the stress, and the timing of the stress with crop developmental stages. 
       
      Grain yield can be broken down into several components, each of which 
        is determined or “set” at different periods throughout the growing season 
        (Fig. 5). The potential number of productive plants per acre is determined 
        during the first 30 to 45 days after planting (germination through about 
        leaf stage V6). Severe stress throughout the growing season can continue 
        to affect harvestable plant population until harvest is complete.  
        
        Fig. 5. An illustration of the timing 
        of yield component determination in corn. 
      The potential size of the ear (number of ovules) is determined over a 
        lengthy period ranging from about leaf stage V5 to maybe as late as V15 
        (Nielsen, 2007b). The success or 
        failure of pollination determines what percentage of the number of ovules 
        will be fertilized and thus initiate kernel development (Nielsen, 
        2007a). The actual number of surviving kernels is largely determined 
        during the first week or two following pollination (Nielsen, 
        2007e).  Finally, 
        dry weight per kernel is determined throughout the remainder of the so-called 
        “grain fill” period (Nielsen, 2007d) 
        that terminates with the development of the kernel black layer (aka physiological 
        maturity).  
      Given the early beginning of drought or near-drought conditions this 
        year in Indiana, essentially every single yield component may be influenced 
        in some fields. Stand establishment in 2007 was erratic or non-existent 
        due to excessively dry seedbeds in some areas of the state (Nielsen, 
        2007h). Consequently, the productive number of plants per acre was 
        significantly reduced from the “git-go”.   
      Ear size determination was undoubtedly impeded in some fields due to 
        severe drought stress from V5 to V15. Dryness that caused leaf rolling 
        only in the afternoon hours is probably not severe enough to significantly 
        reduce ear size determination. Leaf rolling that occurred from shortly 
        after sun-up to after dusk probably constitutes severe drought stress. 
        Leaf and/or plant death due to drought obviously constitutes severe drought 
        stress. 
      The success of pollination and the grain fill period this current season 
        largely remains to be seen as of the date that I’m writing this article. 
        Traditionally, the pollination phase is referenced as THE most important 
        yield-determining period of the growing season relative to the percent 
        of yield potential that can be lost per day of severe stress (Thelen, 
        2007). When coupled with the importance of the first couple of weeks 
        following pollination that determines “kernel set” (Nielsen, 
        2004b), there is no question that the next few weeks will be very 
        important in determining the severity of yield loss due to drought this 
        year.  
      Estimating actual or percent yield loss due to drought is challenging 
        for the reasons I’ve outlined above. Obviously, one can estimate yield 
        potential due to a lower productive plant population by using available 
        references on yield and plant population (Nielsen, 
        2007h). Assessing ear size potential prior to pollination is difficult 
        to do because of the small size of the developing cobs (Nielsen, 
        2007b). Assessing the success of pollination can be done shortly after 
        pollination is complete by conducting the so-called “ear shake” test (Nielsen, 
        2007a).  
      The first opportunity to integrate most of the yield components into 
        a pre-harvest estimate of grain yield occurs by dough stage of kernel 
        development or later when one can count the likely number of harvestable 
        ears per acre and the average number of kernels per ear (Nielsen, 
        2007c). This so-called “yield component” method for estimating grain 
        yield will place you in the proverbial “ball park” for accuracy, but can 
        vary plus or minus 20 bushels per acre in my experience. This method for 
        estimating grain yield is not precise because kernel dry weight (the final 
        yield component) cannot be estimated prior to physiological maturity and 
        so the formula uses a proverbial “fudge factor” for kernel weight in order 
        to complete the yield estimate.  
      Bottom line…………This year’s drought conditions will undoubtedly result 
        in lower than desired corn grain yields for some growers; the magnitude 
        of which is nearly impossible to estimate with any degree of accuracy 
        at this point in time.  
       
      Related References
      Midwest Regional Climate Center. 2007. Midwest Climate 
        Watch. [On-Line]. Available at http://mcc.sws.uiuc.edu/cliwatch/watch.htm. 
        (URL verified 7/5/07).  
      Nafziger, Emerson. 2007. How Soon and How Much Does It 
        Need to Rain? Illinois Pest & Crop Bulletin. Univ. of Illinois. [On-Line]. 
        Available at http://www.ipm.uiuc.edu/bulletin/article.php?id=782. 
        (URL verified 7/5/07).  
      Nielsen, R.L. (Bob). 2004b. Yield Loss Potential During Grain Fill. Corny News Network, 
        Purdue Univ. [On-Line]. Available at http://www.kingcorn.org/news/articles.04/GrainFillStress-0705.html. 
        (URL verified 7/4/07). 
      Nielsen, R.L. (Bob). 2007a. A Fast & Accurate Pregnancy 
        Test for Corn. Corny News Network, Purdue Univ. [On-Line]. Available at 
        http://www.kingcorn.org/news/timeless/EarShake.html. 
        (URL verified 7/2/07). 
      Nielsen, R.L. (Bob). 2007b. Ear Size Determination in 
        Corn. Corny News Network, Purdue Univ. [On-Line]. Available at http://www.kingcorn.org/news/timeless/EarSize.html. 
        (URL verified 7/5/07).  
      Nielsen, R.L. (Bob). 2007c. Estimating Corn Grain Yield 
        Prior to Harvest. Corny News Network, Purdue Univ. [On-Line]. Available 
        at  http://www.kingcorn.org/news/timeless/YldEstMethod.html. 
        (URL verified 7/13/07). 
      Nielsen, R.L. (Bob). 2007d. Grain Fill Stages in Corn. Corny News Network, Purdue 
        Univ. [On-Line]. Available at http://www.kingcorn.org/news/timeless/GrainFill.html 
        (URL verified 7/2/07). 
      Nielsen, R.L. (Bob). 2007e. Kernel Set Scuttlebutt. Corny 
        News Network, Purdue Univ. [On-Line]. Available at http://www.kingcorn.org/news/timeless/KernelSet.html. 
        (URL verified 7/13/07). 
      Nielsen, R.L. (Bob). 2007fe. Silk Emergence. Corny News Network, Purdue Univ. [On-Line]. 
        Available at http://www.kingcorn.org/news/timeless/Silks.html 
        (URL verified 7/2/07). 
      Nielsen, R.L. (Bob). 2007g. Tassel Emergence & Pollen Shed. Corny News Network, 
        Purdue Univ. [On-Line]. Available at http://www.kingcorn.org/news/timeless/Tassels.html 
        (URL verified 7/2/07). 
      Nielsen, R.L. (Bob). 2007h. Variable Emergence Due to Variable Seedbed Moisture. Corny 
        News Network, Purdue Univ. [On-Line]. Available at http://www.kingcorn.org/news/articles.07/VariableEmergence-0520.html.  
        (URL verified 7/5/07). 
      Thelen, Kurt. 2007. Assessing drought stress effects on 
        corn yield. Field Crop Advisory Team Alert Newsletter. Michigan State 
        Univ. [On-Line]. Available at http://www.ipm.msu.edu/cat07field/fc06-28-07.htm. 
        (URL verified 7/5/07).  
      Thomison, Peter. 2007. Drought and Heat Stressing Corn. 
        C.O.R.N. Newsletter, Ohio State Univ. [On-Line]. Available at http://agcrops.osu.edu/story.php?setissueID=189&storyID=1134. 
        (URL verified 7/5/07).  
      USDA-NASS. 2 July 2007. Indiana Crop & Weather Report. 
        USDA-Nat’l Ag Statistics Service. Vol. 57, No. 26. [On-Line]. Available 
        at http://www.nass.usda.gov/Statistics_by_State/Indiana/Publications/Crop_Progress_&_Condition/2007/we2607.pdf. 
        (URL verified 7/2/07).  
      U.S. Drought Monitor. 2007. [On-Line]. Available at http://www.drought.unl.edu/dm/monitor.html. 
        (URL verified 7/3/07).  
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