The Impact of Late Planting on the State Average Yield of Corn in Illinois

<header class="single-blog-header clr" style="box-sizing: border-box; margin: 0px; padding: 0px; border: 0px; outline: 0px; font-variant-numeric: inherit; font-variant-east-asian: inherit; font-stretch: inherit; font-size: 14px; line-height: inherit; vertical-align: baseline; font-family: &quot;Open Sans&quot;, sans-serif; color: rgb(48, 48, 48);"><h1 class="single-post-title entry-title" itemprop="headline" style="box-sizing: border-box; margin: 0px 0px 10px; padding: 0px; border: 0px; outline: 0px; font-variant: inherit; font-stretch: inherit; font-size: 1.8em; line-height: 1.4; vertical-align: baseline; font-family: inherit; font-weight: 400; overflow-wrap: break-word; text-align: center;">The Impact of Late Planting on the State Average Yield of Corn in Illinois</h1><div><br></div><div>A recent&nbsp;<em style="box-sizing: border-box; margin: 0px; padding: 0px; border: 0px; outline: 0px; font-variant-numeric: inherit; font-variant-east-asian: inherit; font-stretch: inherit; line-height: inherit; vertical-align: baseline;">farmdoc daily</em>&nbsp;article (<a href="https://farmdocdaily.illinois.edu/2022/04/what-do-we-know-about-the-impact-of-late-planting-on-the-u-s-average-corn-yield.html" style="box-sizing: border-box; color: rgb(52, 152, 219); text-decoration-line: none;">April 28, 2022</a>) examined the impact of late planting on the U.S. average corn yield.&nbsp; The regression estimates indicated a 10 percent increase in late planting leads to about a 2 bushels per acre decrease in the U.S. average corn yield.&nbsp; The results showed that the impact of late planting is linear and rather modest, causing the national corn yield to deviate above or below trend by no more than three bushels in most years.&nbsp; This result is surprising when compared to the findings on planting date impacts from agronomic field trials, which show non-linear and large yield penalties for planting corn after mid-May<br></div><div><br></div><div>Figure 1 shows the percentage of corn planted late in Illinois based on the previous definitions over 1980 through 2021.&nbsp; On average, late planting was 15.7 percent, with the bulk of the observations between about 5 and 20 percent.&nbsp; There are four years with exceptionally high levels of late planting: 1995, 2002, 2009, and 2019.&nbsp; The largest level of late planting in the sample is 74 percent in 2019.&nbsp;<br></div><div><br></div><div style="text-align: center;"><img 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