Was 2012 really the 'big one' for U.S. corn yields?
A report from the NOAA Drought Task Force last week about the origins of the 2012 Great Plains drought has generated considerable interest and discussion.
The authors of this report concluded that the drought was largely unpredictable based on conditions even a few weeks ahead of the onset of the drought and that it was unlikely to be related to global warming.
It also highlighted the devastating impact of the drought conditions on corn yields, an issue we discussed in farmdoc daily posts last summer and fall (here and here). The availability of final corn yields for 2012 provides an opportunity to provide further historical perspective on the full impact of the drought on corn yields.
The starting point for the analysis is to separate out non-irrigated and irrigated corn yields for the U.S. It is not often noted but a substantial amount of U.S. corn production is irrigated and therefore largely insulated from drought conditions.
Figure 1 shows the share of U.S. corn acreage harvested for grain that is irrigated. The share was in the low single digits in the early 1960s but grew rapidly to a peak of about 13 percent by the mid-1990s. The share has subsequently dropped in recent years to about 10 percent of harvested acres. Even with the decline irrigated harvested acreage is still substantial, totaling 8.764 million acres in 2012.
Average U.S. yields for irrigated and non-irrigated corn from 1960-2012 are shown in Figure 2. The recent movement of yields is instructive. In 2011, irrigated yield was below trend due to the severe drought conditions in the Southwest (primarily Texas and Kansas) but recovered relative to trend in 2012. By comparison, non-irrigated corn yield in 2012 dropped to only 116.5 bushels, the lowest since 1993.
The contrary movement of irrigated and non-irrigated corn yields relative to trend in 2012 highlights the importance of separating irrigated from non-irrigated production in years like 2012 if one wants to get a true picture of drought impacts. Put differently, the relatively high irrigated corn yield of 185 bushels in 2012 increased the overall U.S. average corn yield by almost 7 bushels (123.4 - 116.5 = 6.9).
In non-drought years the increase due to irrigated production is usually closer to 3 bushels.
With this background we can turn our attention to the central question of this post. That is, just how bad was 2012 in terms of corn yield?
Figure 3 shows the deviation from trend for non-irrigated corn yield since 1960. It is immediately obvious that the 2012 drought devastated non-irrigated corn yields in the U.S.
The deviation below trend was 34.1 bushels, only rivaled in the last half-century by 1988 when yield dropped 33.8 bushels below trend. From this perspective, the 2012 drought was indeed the 'big one' with respect to non-irrigated corn yield.
One final issue is whether trend deviations should be computed in bushel or percentage form. If one computes percentage deviations from the non-irrigated corn trend then 2012 does not look quite as dire. The percentage deviation in 2012, -29.3 percent, is only the third worst of the last half-century and considerably smaller than the -44.5 percent shortfall in 1988.
There is no obvious answer which form of deviation is correct. If one believes that the corn trend is a constant bushel increase then the linear trend presented in Figure 2 is valid. If on the other hand one believes that the corn trend yield is a constant percentage increase then a log-linear trend model (take logarithm of yield before regressing on time index) should be used.
We lean here towards the linear trend formulation because the range of trend yield deviations in bushels does not expand across time as one would expect if a log-linear trend model is the better specification.
The 2012 drought in the U.S. devastated non-irrigated corn yields. Depending on the measure of trend deviation, the drop in yield relative to trend was either the worst in the last half-century or in the top three.
This is an important data point with respect to the ongoing debate about the drought tolerance of U.S. corn production. Regardless whether drought tolerance has actually improved, 2012 demonstrated in rather spectacular fashion that widespread drought leads to sizable reductions in non-irrigated corn yields relative to trend.
More directly, there is still no substitute for a cool, wet July in terms of U.S. corn production.
Source: Farm Doc Daily
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