One of the hopes for adaptation is that farmers and breeders
can somehow make crop yields less sensitive to temperature. Given that many
agricultural areas have already seen significant amounts of warming, it’s fair
to ask whether this is in fact happening. At the same time, it’s worth
considering the possibility that things may be going in the opposite direction –
that yields may in fact be getting more sensitive to weather. There’s a lot of
history on this topic, which I’ll try to summarize briefly here before delving
into some recent research summaries.
Before history, though, it’s useful to keep in mind three
distinctions. First, yield sensitivity is not the same as yield variability.
The latter can change if weather variability changes, even if sensitivity to
weather stays the same. Second, an increase in yield sensitivity (or, for that
matter, variability) is not necessarily a bad thing from a farmer’s or even a
consumer’s point of view. If increased variability comes as a cost of increased
average productivity, then both producers and consumers may benefit from the
newer, more variable yield levels.
Third, this is potentially a VERY scale dependent question. Yield at a
national scale, for example, can change for a lot of reasons apart from a
change in yield variability for individual fields. For example,
work by PeterHazell 30 years ago showed that changes in national yield variability were
often driven by increased correlation of yields across different parts of the
country. This could happen if production becomes more concentrated in a given
geographic region, if practices or varieties become more uniform, or if weather
becomes more correlated. There are lots of interesting questions related to sensitivity
of aggregate yields to weather, some of which may be a topic for future posts.
But here I want to focus on the evidence for yield sensitivity at the field
level.
In thinking about changes in sensitivity, it might be useful
to lump things into two bins – things that we would expect to reduce
sensitivity to temperature, and things we’d expect to increase it. In the first
category are many agronomic changes, particularly a stable supply of irrigation
water and pest and disease control measures. It’s also possible that varietal
changes could reduce sensitivity, for example if they are more resistant to
pest or disease damage (especially if these disease pressures are different
from year to year), or if they are more “hardy”, by which breeders often mean
the ability to handle extreme moisture or temperature conditions. One example
of this would be the
flood tolerant rice lines recently developed. Finally,
there is increased atmospheric CO
2, which one would expect to lower
impacts of droughts by improving water use efficiency.
In the other bin are things that increase sensitivity. Some
agronomic changes could increase sensitivity, for example high fertilizer rates
can allow crops to be more responsive to good weather conditions. Similarly,
new varieties can be more responsive to good conditions. The “responsiveness”
of varieties to water and nutrients is in fact one of the main reasons that
current varieties are so high yielding on average.
The net change in yield sensitivity of a cropping system is the
result of all of these factors pushing in different directions. So which changes
matter most in modern cropping systems? I recently came across a very nice
volume from an IFPRI meeting held 25 years ago, which included several papers
on the topic of yield variability (here’s a
link, but beware of large file
size). It seems many of their comments are just as relevant today as then. In
particular, most of them emphasize the “responsiveness” issue – that well-fertilized
modern hybrids are increasingly capable of taking advantage of good years. Especially
in rainfed systems, this seems to dominate the other factors.
“The yield advantage of the new hybrids is greatest when
environmental conditions are most favorable. When environmental factors are
severely limiting, as in drought, the new hybrids outyield the old ones, but by
a smaller margin. It is likely, therefore, that present-day hybrids introduce the
possibility of greater year-to-year variation in U.S. maize yields than used to
occur, since they can expand their yields so much further in environmentally favorable
seasons. When environmental factors are overwhelmingly limiting, the fallback
in yield of the new hybrids is correspondingly greater than it would have been
for the older hybrids, even though the new hybrids, under poor conditions,
yield more than the old ones.”
He goes on to conclude
“I expect that any changes in U.S. maize farming practices
will be made in concert. The tendency for the nation's maize plantings to be
handled like one big farm will continue. Reactions to varying climatic
conditions will be amplified, and some measure of instability in year-to-year
national expectations for maize yields must continue. This may be the price that
must be paid for high average yield in the long term.”
Similar conclusions are made by other authors in the volume
on tropical maize, temperate and tropical wheat, and other crops. More recent
work has made similar points, for example David Connor and others have written
about how Australian wheat yields are now more variable than in previous
generations, because farmers and cultivars are now so good at taking advantage
of high rainfall years, but still face low yields in dry years because of insurmountable
water constraints (compare 1920-1940 and 1980-2000 in figure below, taken from
here. not shown here are the major recent droughts which would further show the remarkable amount of current variability in the system).
In a
recent study, which was a collaboration with CIMMYT (the International maize and wheat improvement center), we attempted to look at how heat
sensitivity has changed for one particular set of cropping systems that are of wide
interest – irrigated spring wheat. To make a long story very short, we looked at two
breeding nurseries run by CIMMYT, and evaluated yield changes for differing temperature conditions. In
the main nursery aimed at producing “elite” varieties, there has been steady
yield progress at cool temperatures but no significant progress at warmer
temperatures (left panel in figure below shows yield trends for 4 bins defined by grain filling temperatures. “climate corrected” trends account
for shifts in locations and weather within each temperature bin over time). This seems to be a similar story of cultivars becoming more responsive to good
conditions (low temperatures in the case of wheat), with a resulting increase
in the sensitivity to bad conditions (high temperatures). Again, this isn't necessarily a bad thing, but does suggest that wheat farmers are getting more not less sensitive to high temperatures. Interestingly, when
looking at nurseries targeted at drought stress (right panel), the gains appear
more evenly distributed and maybe even higher under worse conditions (albeit with more noise because of a smaller sample
size). This is a reminder that it is possible to create more hardy plants. But those
won’t necessarily be the ones that farmers choose to grow.