Does Less Energy Mean More Farmers ?

This is a guest post on energy and our agricultural system, by Jason Bradford, who has written here previously on "Relocalization: A Strategic Response to Peak Oil and Climate Change". Jason has a Phd in Biology and has written/published on the topics of relocalization and ecological economics. He is the founder of Willits Economic Localization (WELL) and runs a CSA in Willits, CA. (He also has a biweekly radio show "The Reality Report", where next Monday at noon EST he and I will be discussing evolution, addiction and economics. His show can be heard streaming online at www.kzyx.org.)




DOES LESS ENERGY MEAN MORE FARMERS?

Among the cadre of folks who think about food systems and sustainability in the U.S., there’s a concern about the number of farmers and their age. Only about two percent (5,802,000/295,410,000 in 2004) of the U.S. population is part of a farm family, and the average age of principal owners of farms is about 60 years. Since mechanization and the fuels that power machines are what enable such a small agricultural labor force, is it reasonable to assume that a decline in fossil fuels will require more farmers?

Others, such as peak oil educators Richard Heinberg and Sharon Astyk, have suggested this will indeed be the case, even going so far as to put a rough number on the future farmers of America. Their estimates are based on looking at the proportion of farmers in an early to pre-industrial economic system in the United States, when about a third of the population engaged in agriculture. They then adjust for current population size to arrive at the admittedly tentative figure of 50 to 100 million farmers (or members of farming families) needed to feed a population of 300 million.

As these authors point out, not only is the absolute number very large compared to today, but given the age of the current crop of farmers it implies that a rapid education of youth will be required to keep bread on the table. Given the importance of this topic, I feel that more diverse and sophisticated forms of analyses are needed. Just as we use multiple lines of evidence to understand the evolution of life, oil depletion, and climate change, we need to look for confirmation from many angles. Furthermore, better knowledge potentially gets us closer to grasping the scale and rate of change required to cope with the problem in the same way that depletion rates in existing fields and net exports analyses do in the oil situation, or the timing and consequences of melting ice sheets and release of methane from warming permafrost do in the climate system.

Perhaps we can validate or refute this scenario by further use of the comparative method. The comparative method is what Heinberg and Astyx used in their analyses—comparing a future scenario to a potentially analogous historic past. In the analysis presented here, I take as a given that the United States (and other high energy consuming industrial countries) will have less energy available in the future, at least of the type currently used in mechanized agriculture. The comparison I use is not historic, but contemporary. I know that today some nations have much less energy consumption than others and anecdotally I am aware that poorer countries tend to be more agrarian. If nations with less energy consumption have more farmers, it would support the notion that a reduction in energy consumption in the U.S. (and other industrialized countries) will lead to an increase in farmers.

Is there a discernable inverse relationship between energy consumption and agricultural populations among nations?

Let's take a look. First, I had to find total population by nation and agricultural population (which I believe means farmers and their immediate dependents) by nation. These data can be downloaded from the United Nations Food and Agriculture Organization (FAO) (http://faostat.fao.org/site/550/default.aspx).

Simply dividing the agricultural population by the total population gives the percentage that live an agricultural life. The range of this figure is huge, from essentially zero for places like Singapore to over 90% for places like Bhutan. I really don’t know how accurate censuses data are from the 205 countries used (not all places are fully independent nations, e.g., Puerto Rico is separated from the U.S. in these data sets), but assume figures are in the ballpark. Certainly citizens of Bhutan and Singapore have vastly different livelihoods. According to 2004 FAO data, overall about 41% of the world’s people still live in families who work in agriculture (2.6 billion out of 6.4 billion).

Most nations (about 70%) have 40% or less of their population in agriculture. This means that the fewer countries with high percentages of agricultural workers have large populations, e.g., China and India are 64% and 52% respectively and equal about a third of the total world population. In all likelihood, large populations correlate with high population density. As a 1997 paper by Conforti and Giampietro showed, economic forces in poorer nations with dense populations tend to retain farmers.

Second, I had to find energy consumption data. It is difficult to locate data on use of wood, animal dung, etc., but for commercial energy such as oil, natural gas, coal, and electricity the Energy Information Administration (EIA) of the U.S. Department of Energy has available spreadsheets for download (see table E.1 at http://www.eia.doe.gov/iea/wecbtu.html). While this doesn’t include all forms of energy, it does cover the forms most readily usable in an industrial agricultural system.

I had to do some work to harmonize the two data sets, which meant using 2004 data and limiting the analysis to 205 nations—which I figure is fairly complete. The figure below shows the results, plotting the percent agricultural population as a potential response to per capita energy consumption. (Note: A big thanks to Stuart Staniford for constructing the bubble plot).





Click to enlarge.

As expected, nations with relatively little commercial energy consumption tend to have lots of farmers. The relationship doesn’t appear linear (perhaps putting energy on a log scale would change that, the X axis ranges from 0-1000 and the Y axis from 0-100), and is not very tight. I see some evidence that tropical nations can get by with less energy than temperate zone nations and still have similar proportions of farmers (e.g., compare Cuba to Ukraine and Mexico to Iran). This result could be explained by heating and cooling demands in temperate countries and/or higher crop productivity due to soils or climate factors.

While these results are supportive of the general hypothesis, I find it difficult to use this method and these data alone to get at the scale and rate of change questions. What might it mean, for example, for the U.S. to be using ¾ less energy by 2050? Many places today are already using that much less energy and have just as small of an agricultural population as the U.S., but surveying the spreadsheet it appears that many could be considered special cases, such as small islands swarming with tourists or tax havens for the wealthy, which can simply afford to purchase most of their food. Other large nations with ¼ of the energy use of the U.S. have between 10-20% of their population in agriculture. Considering that such a range is 5-10 times the current percentage does stagger my mind a bit.

Other questions that arise include: Whether U.S. farming can remain as energy intensive as it is today by taking a larger share of resources from other sectors of the economy? Because no modern economy can survive without them, I would expect extraction and production sectors, such as mining, agriculture and manufacturing to decline at a slower rate than, for example, finance, tourism, and real estate. Are dramatic efficiency gains still to be had in conventional U.S. agriculture, or has the farm sector already been through enough energy and financial dramas to have played out the easy options?

As in any good subject for research, answering one simple question provokes a series of more difficult ones.

Though I may have just done so, I am mistrustful of studying this issue in isolation. Nagging at me is the question of whether the globalized industrial system is inherently unstable in the face of multiple challenges, including energy scarcity but also the converging crises spawned by the surging weight of humanity. Climate change, financial wobbles, violent conflicts and related spin-offs can unpredictably disrupt the vast system of trade that moves fertilizers, seeds and replacement parts that keep industrial agriculture humming. I think we are already seeing hints of this scenario in the U.S., as farmers run short of diesel fuel during harvest season and end up leaving crops in the ground.

Conclusions

While I would appreciate more work towards the questions posed here (and contact me if you have ideas and skills to help), I also caution against analysis paralysis. There are multiple reasons why agriculture needs to undergo a profound shift and spending too much time trying to circumscribe the problem may delay us moving towards appropriate responses. I believe the broad vision of what needs to be done already exists—food that is more local, organic, produced, processed and distributed by renewable energy systems, and using cultivation methods that put the soil health first. Making that argument to those who are reluctant or suspicious, however, could use some better research that connects the dots credibly between energy depletion, climate change, food security, and demographics.

**Acknowledgement: Thanks to Stuart Staniford for both the bubble graphic and checking for accuracy of spreadsheet data manipulations.

References:

i Hollis, P. 10 May 2005. Demographics study reveals facts about farm operators in U.S. . Farm Press. http://southeastfarmpress.com/news/051005-Farm-demographics/; The cited article is based on primary data from the 2002 U.S. Census of Agriculture (http://www.agcensus.usda.gov/Publications/2002/index.asp). The average age of U.S. farmers being about 60, as claimed today, is extrapolated from the 2002 data, with an update due from an ongoing 2007 census.

ii Heinberg, R. 2006. Fifty Million Farmers. Twenty-Sixth Annual E. F. Schumacher Lectures. http://www.smallisbeautiful.org/publications/heinberg_06.html; Astyk, S. 2006. http://casaubonsbook.blogspot.com/2006/12/50-million-100-million-200-baz...

iii Conforti, P and M. Giampietro. 1997. Fossil energy use in agriculture: an international comparison. Agriculture, Ecosystems and Environment 65 (1997) 231-243

iv Reuters. 12 September, 2007. “Not so Corny: Fuel Shortages May Hurt Corn Harvesting.” http://www.foxnews.com/story/0,2933,296551,00.html

Thanks for this analysis Jason. Stuart is dubbing your graphic "The Bradford Curve"...;)

As I plan to show next week with some graphics from systems ecologist Charlie Hall, a lowering of the aggregate of societal net energy, will reduce discretionary investment because more energy must be allocated towards energy production and basic goods (of which food is the most basic). So I believe your hypothesis is on the right track.

Conversation with high school student a couple of years ago. I described my take on the problems ahead. Student said, what should major in? I replied: something related to agriculture would be a great idea. She looked at me like I had grown two heads.

So, what else is new? I guess all we can do is try to persuade those who will listen.

I nominate Jason Bradford and Alan Drake as TOD Persons of the Year for advocating LOF (Localization Of Food) and EOT (Electrification Of Transportation).

Thank you for posting this article. The bubble plot of energy/population/%ag is really innovative. There are a lot of dashed lines connecting energy to food production and indirectly to the percent of people working as farmers. Including fertilizer production from natural gas and the decrease of this activity in the face of higher natural gas prices, in my opinion, can result in the conclusion that less energy means much more starvation. There is also a connection here with the recent Energy Bill and price supports which were, and were not, supported.

High school students do not seem interested in Agriculture.

The Hispanic students see agriculture as lowly peasant labor - something they want to get away from.

Where are these new Farmers going to come from ??

Where are these new Farmers going to come from ??

Unemployed law school graduates and unemployed mortgage brokers, investment bankers, etc. would be a start. In any case, when faced with PPP--Produce; Perish or Pilfer (joint acronym effort)--people will have to make a decision.

From "Casablanca"

Woman: What makes saloonkeepers so snobbish?
Banker: Perhaps if you told him I ran the second largest banking house in Amsterdam.
Carl: Second largest? That wouldn't impress Rick. The leading banker in Amsterdam is now the pastry chef in our kitchen.
Banker: We have something to look forward to.

Which reminds me of some jokes from 1986 (when oil fell to $10):

A geologist applies for a job at a convenience store. The manager said that he had no openings for geologists, but he would like to hire another petroleum engineer.

What's the difference between a mockingbird and a Texas oilman? A mockingbird can still make a deposit on a Mercedes.

deleted

High school students do not seem interested in Agriculture.

Well, why would you?

Long hours of hard physical labor around things that can hurt you - for low pay.

Now take the income from raw farm output and pay taxes, insurance, and for equipment to run a farm. Lets not forget, when you send a grown product off of your farm, you need to replace that atomic matter - so you are adding compost, rock dust or other materials TO the land.

Then look at how many farms KEEP existing due to outside cash flows beyond the sale of farm output.

Long hours of hard physical labor around things that can hurt you

A sample story but with a happy ending.
Have many farmer friends and neighbours. This guy is very large and strong. Biceps the size of logs. Went to farm equipment show. Bent over pto shaft of new tractor running new bailer to have a closer look.PTO shaft guard was not on correctly and the pto caught his shirt as it turned and started to wind him up at 540 rpm. He had the presence of mind to brace himself with his immense arms and legs. It took off ALL his clothes except his socks.

SolarHouse

That is a great story - only because of the happy ending of having his clothing ripped.

(and it backs up my "Man is farm work dangerous!" point)

It sure is dangerous. I come from a family that includes many farmers over many generations, and the stories are legion. We lost an uncle two years ago when the tractor he was repairing somehow went into gear and pinned him against the wall of the barn...what a way to go. Still...is it worse than dying of stress releated heart disease? I'm not so sure.

The bones of people from many early agricultural societies show extensive evidence of osteoarthritis and bodies broken by hard labour at a relatively young skeletal and dental age. As one who runs a small farm producing most of life's needs and a small surplus (supplemented by a 3 day a week off farm income), I can relate to this. Even with the aid of a 50 hp tractor for the heaviest of work, defeating the life-force embodied in feral photosynthesis (aka weeds) without recourse to herbicides, mulching, preparing vegetable beds, planting and picking the crop, shearing, fixing fences etc, all this leaves me frequently physically spent and sore at the end of the day. But at least the need for weight loss programs and gym memberships don't rate as problems. I do all this out of a doomerish belief in it's inevitable necessity and a desire to build the skill set to pass on to others when required. The vast majority of our convenience obsessed society have no idea what it will take to stay alive in the age of energy descent. Given the choice few would do what I do, how will they respond when there is no choice? Probably try thieving. As a teenager who helped himself to a farmer's apples on my way home from school, I can remember the sting of a 12 gauge loaded with rock salt. I wonder what society's response to that would be today?

My experience farming at home for 20 years and working at an organic farm has been identical.

Then there's the problem of crop loss when you don't spray. I saw whole crops of onions, broccoli, and beans wiped out by galinsoga where I work.

How many people here have actually seen and contemplated the horror of galinsoga?

My new motto: "Prolific internet postings do not a farming movement make."

Todays farm is not the farm of your grandparents.

But it could be. Frankly good honest work should not result in
infirmities nor illnesses. It is healthy to pursue manual labor. Where was it ever proven otherwise?

There are lots of Amish and Mennonites in this part of my state. I see them constantly and they look pretty healthy to me. I have friends my age who grew up on the farms of yesteryear and they are for the most part doing well..even at 70 yrs of age.

It seems that the ones who lived in town are the ones who perish first of many ailments. Mostly heart related.

Yet todays farm is a dangerous place. Due to a vast array of chemicals that can kill or make you very ill. Very powerful equipment that can do the same. Huge amounts of grain dust and pollen due to massive one crop farming. The chicken houses are cesspools as are the confinement hog feeding houses.

We never engaged in such. The chickens were mostly free ranging. We didn't close pen our animals. We treated our livestock well. We needed them.

We lived more in tune with nature and not destroying it.

Again its not the same now as then....BUT it certainly could be if we forgot this nonsense of globalization. Just raised what we needed in this country and pitched all the junk and toys. Raise our children in healthy surroundings. Not penned up like todays animals in confinement structures. Get rid of the child molestors,pedophiles and criminals by executing swift and sure justice instead of 'studying them'.

I would suspect that most farmers have off-farm children that they can call in--if it ever again becomes profitable to farm, the children will come back. I've one uncle with a small farm. He has one scheme or other to keep the family afloat, but I wouldn't be surprised if the farm itself is a losing proposition. He has 3 kids, all married, all gone, all highly educated. They might come back for $100K - $200K / year.

It'd take a crisis for them to return, but they could pull their weight.

Your high school student is neither the first nor the most famous person to react that way. Bertrand Russell once jibed with astonishment (link, small pdf) that the University of Wisconsin would pay heed to worldly concerns, saying: "When any farmer’s turnips go wrong, they send a professor to investigate the failure scientifically."

Incidentally, the University's Stock Pavilion used to be used as a classical concert venue as well as for livestock shows. A story retold by old-timers among the local musicians has it that years ago, one of the Russian orchestras (don't recall which one) objected strenuously when they arrived on tour and saw where they were to play. The response was that since the local symphony sometimes played there, and since the Russians were Marxists big on equality, the locals really could not quite see their objection.

So I guess that while agriculture brings out a lot of mile-wide, inch-deep cheap sentiment - hence "ethanol" as a form of farm support - many folks nonetheless see any closer connection than that as, well, icky. And yes, I also guess you seemed to have an anomalous number of heads that day...

Wow! I am honored. And coming from the ELP-master himself. Should the TOD Overlords set up some kind of poll?

Regarding the sorry social stigma of agriculture. This is really sad. It is not universal among young folks though. There is a subculture interested. They often gravitate toward permaculture workshops, they may go to the degree program at UC Santa Cruz, or join the WOOFERS, intern on CSA veggie farms...but they are generally landless and have many countervailing pressures drawing them away from these pursuits.

Burlington Vermont (Intervale) and organization in Monterey County CA are doing fine work in professional development for young farmers--giving them access to land and capital, and helping them develop markets. Farmlink connects young to old farmers with the idea of future equity transfer.

I think young people today have a harder time swallowing the idea of being sharecroppers, so they get bummed out not owning the land they work. You think "farmer" is stigmatized, imagine telling your proposed future inlaws that you are a "sharecropping farmer."

If baby boomers want food security in their old age they may want to think about transferring equity to those eager to live a life connected to the land.

I'll second the nomination. Jason's PO messages and showing of End of Suburbia at the Willits Enviro Ctr. a few years ago was my wake-up call.

Rat

Another wrinkle would be to make the graphic 3 dimensional - shade/color the bubbles based on whether the country is a food importer or exporter. Red being importer, blue being exporter and shade of color being magnitude. Stuart? Jason?...;)

p.s. Ive just taken the plunge and ordered a Mac, in an attempt to reach the high bar of free internet community graphics that Stuart, Euan and Khebab have set.

p.s. Ive just taken the plunge and ordered a Mac, in an attempt to reach the high bar of free internet community graphics that Stuart, Euan and Khebab have set.

Congratulations on leaving the Dark Side.

Did you not get the memo?

They are all UNIX now.

snark
(Windows NT will be a better UNIX than UNIX and, well Macs are nothing more than FreeBSD with better marketing)

As mentioned below, the bubble chart was created in Microsoft Excel - that very same application is available for both Windows and Mac.

How does the myth that "Mac is better for graphics" persist, going on 20 years after it has stopped being true?

I'm not a fan of MS, but Excel is pretty nice. (And has its wrinkles. For example, Vlookup() does not work!!!)

I haven't used a Windows box regularly since XP, but I seem to recall that it handled transparency much less well than the Mac - even in Excel.

I've just recently had the joy of porting a web browser from linux to OSX and to Windows Vista. The Mac is a great box and windows still sucks rocks even loaded Gnu software. The files systems is still painfully slow etc etc. Vista is still pretty much a facelift for XP and you still have a lot of performance problems along with the box just going out to lunch every now and then. And you can forget about firing off a big compile and browsing the web. I was actually pretty disappointed since I'd heard it was a lot better.

It looks like the U.S. is on a fairly "flat" portion of the curve. That means fairly large changes in energy use will not cause large changes in %ag for the U.S. (assuming we stick to the curve as our energy use declines). At least until we hit about 100 GJ/person/year (eyeballing) and the slope changes. It could take the U.S. a long time to get there.

On the flip side, all those poor countries on the y-axis could see large decreases in %ag with only modest increases in energy use and, of course, large increases with only modest decreases in energy use. So, as access to energy decreases, wealthy countries on the flat part of the curve change little and poor countries near the %agr axis scramble.

Also, it looks like your curve would fit nicely to an inverse power law. Have you done a fit for this? i.e. : y = x^(-z) where z is some positive #

That's my interpretation also. If progress down the curve were to be viewed as reversible (which is probably a rotten assumption, but for the sake of discussion), then the US could dramatically cut energy usage before it had to increase agricultural population.

This is common sense - it's obvious that the US wastes a high fraction of the energy it uses in ways that have relatively small marginal utility (like driving 15mpg vehicles versus 60mpg vehicles), so there's a lot of scope to cut energy use in those ways before more radical things are needed (by which time we hopefully will have ramped up renewable/nuclear energy and have figured out better batteries, and most of us never have to revert to peasantry.

This is a point I hope comes across in the article too--how much more can be reallocated to the productive sectors and how much more efficiency can be gained in general and in agriculture/the food system. I could say much more about this but want to wait for another post.

However, I take a more precautionary stance. Since food is so critical and there are a multitude of reasons why the current food system is unsustainable, it doesn't make sense to me to wait around for government, academia and industry to sort this out. As far as I can tell, they don't understand energy, climate and soil issues well enough to have prevented the mess we are in.

The whole strategy of packing people into denser enclaves and importing food from afar is also possible but I don't believe sustainable in the long run.

This conversation eventually gets down to the level of the first law of thermodynamics--soils are mined by root hairs and associated fungal hyphae and these minerals are incorporated into every cell of the plant. When plants are harvested and their bodies removed the soil is depleted. Replacing the lost nutrients, which can be almost impossible to measure properly, requires a cycling of waste from the consumer species back to the decomposer species. How does this happen when the consumer species lives 2000 miles away from the decomposer ecosystem?

Excellent article, Jason.

Two brief points on this subthread;

1. If one extrapolates the energy use of a developed country far to the right on the graph and assumes that little change will take place with reduced energy, this will ignore many non-linear variables, such as the impact of other declining crucial inputs (i.e., phosphorus, nitrogen, etc), the cost of transition to different forms of agriculture production, the lag time in infrastructure and supply market changes, and so forth. Note that the UK uses less than half the energy input as the US for the same percentage ag population, though imports and exports have not been taken into consideration.

2. "packing people into denser enclaves" is one approach to reducing energy consumption in buildings and transportation, so there are tradeoffs. One ideal arrangement that does not require high produce transportation costs (as ag is close by) is the carfree cities approach, though I acknowledge this would be difficult to start from scratch in a petroleum starved economy.

If progress down the curve were to be viewed as reversible

Yeah, that's the question. However, if it is then it provides info about the vulnerability of a given country to an energy shock. The magnitude of the slope of Jason's curve could be taken as an Energy Shock Vulnerability Index (ESVI). The higher your country's number, the more likely your country sees societal disruption due to a loss in energy access. Or maybe POVI would be more catchy.

I agree with Stuart. We have so much room to cut back on energy usage without much impact on our living standards that I do not see why we will have to give up using farm tractors for example.

I would rather shift to moving around in a 80+ mpg subcompact hybrid diesel than start following an oxen around with a plow.

We also have non-fossil fuels energy sources that can get scaled up. We could run a lot more agriculture off of electricity and we will do so once oil production starts declining. Nukes, wind, and solar will power our tractors.

This is a great start. The bubble curve looks roughly like 1/x to me, i.e. ((GJ/person-year) * (agricultural fraction of population)) is roughly constant.

There are two forms of energy importation that might be useful to add: fertilizer, and food. Actually, it would probably be good to account for export as well. If a country burns lots of fuel to make fertilizer and then exports the fertilizer or the food, that shouldn't count as consumption.

Anyway, you've made an excellent start. Thanks.

Hmm. The curve could also be 1/x^2, for example, or 1/sqrt(x). The author might want to linearize his data and check that. It is rather hard to tell from eyeballing the graph. I guess it depends on whether knowing the exact functional relationship is useful for anything or not.

I suppose having a function would enable those modeling energy to estimate impacts in the agricultural population.

If somebody wants to work with the data and produce a function I'd be happy to share the spreadsheet.

I'd be happy to do the linearization. I'm pretty much bored, kicking around at work, avoiding writing up the research I should be writing up. But I've never contacted anybody here off-list...How does it work here?

I tried quickly inverting the agricultural percentage last night and plotted that scattergraph. In the reciprocal dimension, it looks much more scattered, and a straight line only has an r^2 of 19%. I mean to plot the inverse of that straight line on this graph, but that requires a bit more tricky Excel bashing (to plot a line on a bubble graph, which I might do tonight).

Beyond getting the "best fit" to the graph, I would suggest modeling this relationship as a power law. Take the limiting cases: On the y axis you want a y intercept at 100%. This is because (in the ideal case) you have a totally agrarian economy with everyone making enough food by subsistence farming to...subsist...if you know what I mean. However, there is no logical x intercept if you assume that there is infinite energy available (TOD heresy) :P Well, Qatar provides a good example of what I mean.
A function of the form y = 100e^(-Ax) seems like the best place to start as a mathematical model of what's going on, that matches the naive physical situation. It also suggests an easy differential equation, which in turn could be used to model this dynamically :)

It would be convenient if the author could make his spreadsheet (or some other form of the data) available. I suspect that taking natural log of both variables will probably result in a roughly linear fit. Here's a graph I put together a couple years ago:

Energy per-capita versus income per-capita appears to be linear with an R2 of 0.8 — a darned good fit for these types of question. Economies that require 40-50% of the workforce for agriculture are low-energy (hence low-income) economies.

Economies that require 40-50% of the workforce for agriculture are low-energy (hence low-income) economies.

Unless/until agriculture becomes high(er) income.

But it never has. Agricultural workers may get a bigger piece of the total pie as more workers need to be diverted to ag efforts, but the total size of the pie will be shrinking at an even faster rate. Because one farm family can feed itself and 49 other families today, those 49 other families do things like build the hospital, build the equipment used in the hospital, staff the hospital, etc. At the point where 25 families must work in ag to feed the 50 families, it follows that there will be fewer hospitals, less equipment for hospitals, less staff for hospitals, and on and on. Ag output remains the same -- enough to feed 50 families -- but all the other outputs of the eco