We have created flawed models of what was good for productivity. I work with a guy very invested in research on olive growing (here in the south of France), he's achieving results believed to be impossible by many agricultural researchers. His method is entirely organic, shifted towards correct use of pollination, cross breeding and a lot of care, the kind of which automated sensors remain lacking of. From what he told me, he's able to develop the root system of an olive tree ~4 times as fast as researchers using what is believed to be optimal conditions.

We already have excellent robots able to take care of farms, they're called humans. Farming is a very noble activity and instead of less farmers, we need more, with more time to study the impact of pollinizers on their crops, how to deal with the new pollinizers they'll get due to climate change, etc. All of which can't be done unless we re-humanize farm work.

That's bad for the economy and productivity, and for the environment in the end because more farmers with smaller land are squeezing for gains. It's especially a problem in in the EU where agriculture is heavily regulated and EU-subsidized. Take a look at the countries with the largest agricultural population: https://en.wikipedia.org/wiki/European_countries_by_employme...

And all this while keeping in mind that the common agricultural policy in the EU keeps the prices high for european producers.

One big problem in America that we haven't even begun to fully address is the Ogallala Aquifer's rapid depletion. Without it we will need truly massive infrastructure investments to maintain one of the world's biggest breadbaskets.

So maybe more farmers would be bad for the economy now, but eventually we are gonna have to pay the bill for all the quick and dirty growth we've built our society on, which means things could be much, much worse for our parents or grandchildren.

Here's a guy who runs a mini-vineyard in CA who saved almost half a million gallons of water in one season for his grapes using pretty trivial means[1]. I bet if he incorporated some recent 'best/alternative' practices he could get that significantly lower too.

The good news is universities (particularly Australian unis[2]) have conducted pretty thorough analysis w/r/t efficient watering for healthy plant root systems. You have lay new sub-surface irrigation drip system with textile enclosures[3] which is an initial expenditure, but you end up saving a boatload of money on water in the long run. (Drip irrigation[5] in general is alright, but you have tons of water loss via gravity[4] as shown here.) "Permaculture"[6] is a DIY-sociological movement of farming by 'efficient/sustainable/whatever' means.

The bad news is the last time the US had a radical shift in farming was when farmers beat their land so hard we ended up having the Dust Bowl. Conditions had to get so bad that you'd get 'dust days' like 'snow days' from school/work for people to change their farming habits. It wasn't until FDR appointed Henry Wallace(unsung national hero) as Secretary of Agriculture that things started to change. If I could buy futures in water 50 years from now, I'd put my entire savings in it. The botanists and horticulture scientists have made massive advances since the 1930s. We can sustainably farm on land every season if you don't plant corn every dang season and then pump nitrogen in there to make up for the lack of nutrients.

Grey water[7] can very easily be treated and reintroduced into your local garden. We can even use refuse from septic tanks, treat it on-site and re-introduce into your your lawn/garden to produce 100% safe edibles (subject to your local regulations; also, if you're on any sort of medication such as antibiotics, you don't want to introduce that into your ecosystem). No land? No problem. You still can save water. Get a dual-flush toilet[8] which uses half the amount of water to dispose of urine.

I'm not a 'save the earth' kind of guy. The planet was here long before humans and will still be around regardless of all disasters we can possibly throw at it; that's a certainty. Will your grand-children have congenital defects from rampant pollutants, poor air quality, and tainted water is the real question. (I'll end this on a good note - the good news is reforestation can be done in a generation or two![9])

--

[0] http://www.lindsay.com/stuff/contentmgr/files/0/6ab577c195d6...

[1] http://hackaday.com/2015/12/11/vinduino-full-irrigation-with...

[2] http://www.unisa.edu.au/Research/CWMR/Students-and-researche... - These guys are doing some interesting work. Most of the Aussie unis are actually. U of Kansas is doing some great work too.

[3] https://en.wikipedia.org/wiki/Subsurface_textile_irrigation - They mention PE and PP but there are alternative materials available which aren't hydrocarbon based

[4] http://www.intechopen.com/source/html/45153/media/image4.png... Effects vary on type of soil (and subsequent density that determines the rate at which gravity pulls water away from the root system), the micro-culture that exists, how water-hungry your plant is, and a boatload of other factors...

[5] http://www.sswm.info/category/implementation-tools/water-use...

[6] https://deepgreenpermaculture.com/diy-instructions/how-to-bu... Water rights will vary from state to state, especially in the Mountain/Pacific zones. It gets as extreme as "you're not allowed to collect rain-water on the land you own, sorry" which is insane because such legislation doesn't even apply to oil/gas/minerals. If you hold full title to an estate (i.e., you didn't just purchase surface rights, or a split claim) and you find diamonds on it, you are issued full rights to it.

[7] "Greywater Reuse" - Amit Gross, ‎Adi Maimon, ‎Yuval Alfiya, 2015

[8] https://www.amazon.com/K-3987-0-Wellworth-Two-Piece-Round-Fr...

[9] https://www.ted.com/talks/shubhendu_sharma_how_to_grow_a_for... I hate TED talks, but this former Toyota salaryman learned about biodiversity from some 80 year old Japanese guru, applied the Toyota manufacturing techniques to make the system efficient, and is doing some amazing work with basically no funding behind him.

Humans are not great at farming, that's why we have entire industries producing tools to help them do better. It's silly to think that riding around in a tractor all day is a better long term solution than checking up on a robot doing it.

Now, if you want high density, sustainable fruits and vegetables production, you need to pay extremely attention to your soil. Practically it means, try to never walk on it and produce multiple species on the same area to use the different patterns of root networks, shadow and cross protection effects.

If you do that, you end up being highly productive on a small surface but it is also very hard to see opportunities in using robots. Take a look at a very smart people running a small farm[0], he is relentless in using and building the right tools to save work and improve output etc.

[0]: https://www.amazon.com/Market-Gardener-Successful-Handbook-S...

I ran into a couple of problems. One big problem is that farming is not a particularly good business to get into right now. Equipment costs are very high, inputs are constant, and the global market is only kind to those producers who produce at massive scale. The days of taking over your Dad's quarter section and feeding your family ended before I was born. Now, if you want to take over the family farm, you more likely than not have a full-time job in the nearest community...

Because of the economic crunch, it has created a demographic issue. Many of the farmers I spoke to are in their 70s and 80s. They are mainly retired, but keep working the land to keep it away from corporate farms. Farming is more of a hobby at this point, and they choose to do it the way they always did.

The young farmers who would be early adopters hesitate because they more often than not rely upon their parents and grandparents during seeding and harvest. And, they can never rely upon a profit big enough to even pay the cost of automation.

Edit - It occurs to me that the phrase 'quarter section' has little meaning to anyone outside of agrarian communities. A section is usually one square mile. In Canada, in the late 1800s/early 1900s, the government granted one quarter section to any family that showed they could work the land. The Dominion Land Grant fuelled immigration. Many families still own their original quarter section and are fiercely protective of it.

Humans are incredibly efficient - our pattern recognition ability on a per watt basis is way beyond what we can do with machines. Not to mention we handle environmental irregularities far better than most robots, and we have far more task flexibility. We have millions of years of evolution behind us to make us efficient foragers, it is silly to think we're going to beat that with a few hundred years of science behind us. Instead, we need to figure out how we can make agriculture an enjoyable career instead of soul crushing toil.

I doubt that eliminating human labor costs would move the needle, automating farms seems like a low ROI move.

If you follow the money, it's easy to see why the US has focused its research on high-tech petrochemical fertilizer farming and GMOs. You can sell proprietary fertilizers, herbicides, insecticides, and seeds, but it's much harder to monetize new farming techniques.

[1] https://www.theguardian.com/global-development/2013/feb/16/i...

I believe this means that you are not aware of the work of Norman Borlaug [1] [2]. Basically the very fact that we don't have famines now in places like India, Pakistan and Mexico is due to his and his group's work on intensive agriculture, which was mostly about farming techniques, government practices and setting up local fertilizer productions.

Moreover, it seems that you somehow look down to fertilizers. There is nothing wrong or inherently "non-green" in fixing nitrogen into nitrate fertilizers, you can easily do this with solar energy.

[1]: https://en.wikipedia.org/wiki/Norman_Borlaug

[2]: https://en.wikipedia.org/wiki/Green_Revolution

I'd highly encourage you to read through the work of Vandana Shiva. [1] She'll provide a well-researched, critical view as an actual stakeholder in India's food system.

I look down upon petro-chemical fertilizers because of their disastrous effects on the environment and food security. Happy to elaborate, but Dr. Shiva work does it better.

[1] http://vandanashiva.com/?p=291

Can you please elaborate on how fixing nitrogen on industrial scale is "disastrous"? What difference do you see between bio-available nitrogen that originated in root nodules and chemical reactor?

Given that most fertilizers are composed of chemicals derived from petroleum, it's accurate. I don't use the term "conventional farming" because these techniques are extremely modern.

> Can you please elaborate on how fixing nitrogen on industrial scale is "disastrous"

To be clear, fixing nitrogen is fine, bacteria do this already naturally. The problem with fertilizers used at the industrial scale is that they end up ruining local water supplies + killing local ecosystem of bacteria and insects [1]. After a few years of using industrial fertilizers, famers end up ruining their soil and end up being dependent on fertilizer suppliers for future crops.

[1] https://www.scientificamerican.com/article/how-fertilizers-h...

Can you please elaborate further? Yep, in a lot of cases hydrogen for ammonia comes from natural gas. Nope, it doesn't have to be, in fact you can easily get it from water. What other "chemicals" do you have in mind?

> because these techniques are extremely modern

They are, but the concept of "not dying of famine" is also pretty modern if you consider an overall population.

> The problem with fertilizers… killing local ecosystem of bacteria and insects

I believe you confuse fertilizers with pesticides.

A quick googling will show many scholarly papers and articles describing this.

According to the podcast and the wiki page, the current source of hydrogen for ammonia is natural gas. Additionally the process is energy-intensive, using high temperature and pressure.

These things don't necessarily make it mandatory that it's petro-chemical, but due to the way we currently run it it is.

If that were true, the farms in California wouldn't be filled with illegal immigrants.

USDA: "Wages, salaries, and contract labor expenses represent roughly 17 percent of total variable farm costs, and as much as 40 percent of costs in labor intensive crops such as fruits, vegetables, and nursery products." [1]

[1] https://www.ers.usda.gov/topics/farm-economy/farm-labor/back...

And every question is as loaded with philosophy as any of its answers. :)

You're mistaking context as an opportunity to share your personal views and beliefs. OP asked very specific questions. Your view on renewable energy isn't part of those questions.

In my experience, if I don't know the answer, it's usually because I don't understand the question.

But the two are not mutually exclusive; productivity has a role to play in reducing the footprint of agricultural activity. I don't see it as a dichotomy of 'different OR less', but 'different AND less'. I don't think we should make the mistake of inferring that productivity necessarily means greater and unsustainable use of energy and natural resources.

With a falling rate of interest, it becomes increasingly cheaper to borrow capital to buy machinery and build barns, and put live animals in these, while any asset with a yield -- such as farm land, or bonds -- is increasing in price.

With a rising rate of interest it's the opposite. Borrowing money to rent machinery and build industrial real estate becomes increasingly expensive, but the price of land will be falling, as there's less and less reason to purchase farm land, in order to earn a yield, when the short term rate of interest is rising (basically risk-free profit).

Robots are incredible more efficient and energy saving than humans.

Do you really thing a human would use less energy driving a car/tractor than a robot?

Robots never lose attention, are very easy to measure their performance and are incredibly accurate.

And I'm not sure why humans would use less fertilizer/pesticides than robots?

If you have a system that works better, then tell the robot and it will do it.

Or are we tilling by hand and introducing all the work place deaths this introduces? Farmers die at a high rate, I don't think it's that noble in it's old form.

For more complex tasks that involve flexibility and high level pattern recognition, humans as so far above robots on a work/watt basis it is silly. We have been developed by millions of years of evolution as efficient foragers.

Of course, if you take the complexity and pattern recognition out of farming you make it amenable to machines. An unfortunate side effect of this is that the farming practice becomes unsustainable.

That's why computers run code, and humans write code.

With good Iowa or Illinois farmland you can expect 200 bushels of corn per acre or 60 bushels of soybeans. This land by the way will cost you approximately $7,183 per acre.

If you're interested in this topic you might consider attending the precision ag conference, the next one will be in 2018

http://www.precisionagvision.com/

Or your vegan community could move to downtown Detroit. Cheap fixer upper houses going for $1,000 with plenty of inexpensive land nearby. City brings the water right to you and with drip irrigation you can water your crop inexpensively. Lots of restaurants that want your produce and the largest farmers market in the country. http://www.easternmarket.com/

Lots of inexpensive, though untrained, help for minimum wage. Wide lightly travelled city streets and they just rewired the entire city with LED streetlights. Five million people live in the greater Detroit metropolitan area. You will have be proactive on crime, lots of web cams would be a wise investment. It wouldn't hurt to be armed, in fact the police chief recommends it! But without risks there wouldn't be the immense opportunities.

That's surprisingly cheap. A farm near me, with similar production capabilities, recently sold for $25,000/acre. Around here, you won't find anything really worth farming for much under $15,000/acre on the low end these days.

However as you probably are aware sometimes competition among neighbors boosts those prices into the stratosphere.

Then there's Detroit where you can buy city lots for $50. Assuming an average size of 50 by 100 ft or 5000 sq feet that is $435 an acre and it comes with water!

http://auctions.buildingdetroit.org/sidelots

Also, urban soil frequently has chemical contamination. If nothing else, it often has high levels of lead contamination from mere proximity to the streets used by cars that burned leaded gasoline before it was banned.

Buying multiple distressed urban lots to use as farmland is a horrible, horrible idea. If you want to buy land for traditional farm, do it in a rural area. Urban land does not make sense unless you are experimenting with vertical farming, where the grid power and piped potable water is already available, and the local soil (if any) is not going to be used anyway.

Also absolutely no one is going to buy a house with $50,000 of taxes attached! Instead you wait until the land bank owns it and either buy it directly from them or wait for the yearly auction.

Rarely do housing sites have chemical contamination. There are however former industrial sites that do. But if you look at who is doing urban farming in Detroit it is exclusively on former residential land.

Urban farming does make sense economically. Lots of young people don't have the capital to buy good rural farmland. If you're in the city you're also near great markets but the key is growing high value, labor intensive crops like fruits and vegetables.

Unless you're an experienced farmer operating at scale you can almost always buy corn, wheat and soybeans cheaper from the farmer than you can grow them yourself.

The $50000 bill is the average code to bring buildings up to code. You are correct that this would not apply for side lots. But people can and have purchased houses for "$50" that included a ~$50000 obligation, for use as low-income rental properties. Such houses can be made profitable by leaning heavily on the federal Section 8 voucher program. And that's why those properties sell.

As for lead contamination in urban soil...

http://modernfarmer.com/2014/07/lead-urban-gardens/

https://soils.org/discover-soils/soils-in-the-city/soil-cont...

Urban gardening only makes sense for the most lucrative of cash crops, and those intended for consumption by rich humans. You could certainly feed yourself and your family with a well-managed plot, but you're going to have some trouble selling to anyone else, unless you serve an incredibly specific niche and have some loyal friends in the restaurant industry. The business simply doesn't scale. After the restaurant buys all it needs, you're back to the farmer's market, where even the top-shelf local CSA group can match your quality and your price, at 100 times your volume. Your only advantage is that you can deliver fragile-but-unbruised produce by hand with a bicycle fifteen minutes after harvest, rather than after an hour on a delivery truck. But in practice, hardly anyone needs that enough to pay the extra cost for it.

The guy growing fingerling potatoes on a 10 acre plot just past the suburbs is going to pay off their loan and then enjoy the profits, as the urban gardener works their ass off barely doing better than break-even.

1: http://www.agweb.com/mobile/land/farmland-value-guide/

But presumably we're talking about land that specifically can produce the 200bu of corn and 60bu of soybeans the the parent specified? There is most certainly cheaper land around, even locally, if you are willing to accept less production ability, but there is good reason why that land is cheaper.

The average corn yield in the US is 160 bu/acre and 49 bu/acre for soybeans, so it seems that the average land is not capable of delivering. Not to mention that there is land that wouldn't even be worth trying to grow corn and soybeans on, which would drag the average down even further if you tried.

The thing is, agriculture fertility is not the only factor in rural land price these days -- I've heard ala the linked article that investing in land for hedging / portfolio diversity purposes is popular. It's also no surprise to hear that more aesthetically attractive rural areas will fetch a premium (I would seriously doubt the area around the Grand Tetons region is just $450 an acre for instance; the linked article suggests as much).

In Australia dryland farming about half as productive is around $2,000/acre

The way the Valley generally thinks of ag is completely broken and I highly recommend avoiding Valley people if you want to learn about it. "Fully automated" is a thing people who've never farmed before assume is possible and assume people who farm want.

There is a lot of value on the table in ag tech. Depending on what your objectives are, I recommend having as many face to face / dirty boots meetings w/ growers as you can. Understand the realities and nuance of their day to day and find a place where you can make their lives better. Ignore the sensational articles. Most "ag-tech" companies are comically detached from the realities of their intended customers.

If your goal is to grow things then follow the above advice w/ 10x the emphasis. Happy to help further. Contact in profile.

Farmers have to wear many different hats. You are a seed scientists for part of year when you figure out which seed you should plant for next season. This choice involves many other factors (weather predictions, personal yield goals etc). During planting season you have to make human decisions of when to plant/not plant. Training a robot to make this decision would be very complicated and most likely involve many 'failed' attempts that cost tons of $$$.

Lets say you did get the robot to choose a good seed, then you hired a fleet of robots to plant corn on 5000 acres and they successfully chose the correct times, right plant depths, row spacing, seeding rates, and managed to get the crop fully planted without any hiccups.. At this point you would then need to be scouting the fields, most likely putting down some N after planting. Robots have to decide which fertilizer goes where, how much to put on, is each field the same or does field X get higher N on one side but less N on other??

THEN lets assume all your crops grow fine, weather behaves (never does)and your robot fleet has scouted all fields. Then the robots must go out and harvest the grain. The combine picks up grain which then gets dumped into a semi on side of the road. Again maybe there is a 'harvest semi for Uber' kind of service where automated semis drive around between combine and elevator at will.

Another decision to be made is selling the grain or storing it...

In short, there are way too many decisions and farmers (i'm thinking midwest corn/beans guys) have to make across many disciplines. These guys have an intrinsic knowledge about their land that has been accumulating for 10s or 100s of years!

A 'huge' part farmers struggle with is trying to guess when to purchase & sell their products. That's everything from the end product to the seed & fertilizers. Also, tech could help farmers get a heads up on if there might be global surplus or shortage on certain crops. Sensor based tools can do a much better job on how much & where to put fertilizer. I've even seen demos of not using pesticides but friggen laser beams to shoot only certain types of insects.

My prediction is future farms will look like giant JavaScript projects with crazy long package.json files!! There are so many possible tools that could improve a farmer's life. I can even see "Tool Fatigue" being discussed at the local gas & coffee shops.

1. http://bestdroneforthejob.com/drone-buying-guides/agricultur...

2. https://www.dji.com/mg-1

Shameless plug: I am a co-founder of the startup working on deep learning from drone imagery - http://tensorflight.com. We primarily work with agriculture. Please get in touch!

If your goal is a single family sustainable farm, I've read reports of 2 or 3 acres being plenty for a family of four if you are in an area with enough rainfall (Ohio, for example). However, they needed to have outside income since their land did not produce everything the needed.

If you are thinking of a larger group like commune of 25 people, or a town like you mention, you will to look into the issues present in those communities, and getting food is usually not the biggest issue. For example, several co-housing projects fail due to the families involved not being able to raise enough money to purchase the land the need. Other small groups buy farmland but don't have the capital or expertise to actually farm and produce enough to be economically viable. Useful farmland is not cheap, and the economics get in the way quickly.

Farming is a complex business. It won't be "fully automated" anytime soon, particularly for the variety of crops people like to have. For example, my parent's potato farm also had a vegetable garden for carrots and onions, and they raised chickens. They ate a lot of soup, since that is what they grew without needing to spend money, meat was expensive. Economically they sold potatoes to have money to buy everything things they needed (gas for tractor, salt, tools, etc.).

Note: I am a cofounder at www.powwowenergy.com, a data mining company based in San Mateo CA where we help farmers be more efficient. If you are a data scientist or developer looking to help the world feed more people, drop me a note, we are hiring.

As far as the economics goes: I've been doing reading but haven't formed a good conclusion yet. Initially I thought a communalist approach would work. I thought of too many ways that would fail and then opted more for a centralized, socialist approach, but that seems like it would fail as well. Capitalism, of course, would just result in what we have now, defeating the purpose. Personally I think communities where each person knows everyone else have unique advantages not present in large cities.

Disclaimer: I haven't done a ton of due diligence on these things yet. When I get closer to actually doing this I'll start doing more serious research.

But neither farming nor technology is key to making it work. The challenges in decreasing order of size are: interpersonal (requires a lot more collaborative effort and management of drama than you'd expect); legal/administrative (you still need to pay e.g. property tax & comply with building codes & farming law); cashflow (you still need to buy from outside, especially if you're hightech); and only then the day to day of growing food (which may be more labour than you or the community is used to).

On the <100 people scale it's like having roommates who are also co-workers. Hence the tendency for intentional communities to come with some level of cultishness to ensure the community sticks together without being pulled apart by individuality.

Unfortunately, lots and lots of hype surrounded the project and reliable numbers of yield, etc, etc are probably not to be found. Still there have been lots and lots of similar initiatives with interesting results. I think you would need quite a lot of land for 100 people, but land is cheaper than robots (and is self repairing, and adds to your quality of life). I have a friend who grows all his rice and vegetables for the year in his spare time using Fukuoka's methods (he studied with him for a while). I helped him harvest once and I was quite surprised how well he was doing (easily as much yield as his neighbour's commercial farm). Farm land is trivial to get in Japan and you can often borrow enough to live off of in exchange for a bottle of whiskey or so per year.

[1] http://www.onestrawrevolution.net/One_Straw_Revolution/One-S...

Sorry about all the questions, but a community that small can hardly be self sustaining in a real sense without lots of imports or a massive step down in quality of life.

Modern dairy farms feed, milk, vaccinate, etc. automatically--without any human intervention. The automated systems alert humans if an animal does not show up for food after some threshhold of time. Otherwise, it can even supply custom rations per animal, detect various ailments, track weight gain, monitor milk quality all by itself.

For the more general gist of your question--complete self-sufficiency on a single acre, that is more problematic to automate. Industrial farmers already automate a lot. They have automated machinery to re-level fields, plow fields, plant fields, and harvest fields, and irrigate. but those systems are largely practical only for large parcels. They operate on fields of, for example, 40 acres. And they are sufficiently expensive as to require many hundreds of acres to justify their cost. Also, they tend to be single purpose. They can only harvest corn, or only wheat. Planting a variety of crops within an acre would require a variety of automated tools. Think how different your equipment would have to be to harvest carrots as compared to barley.

I don't mean to say that it can't be done. But it would take a lot of work from where we are now.

Incidentally, your seedstock.com link is not impressive because it is "advanced." It's most impressive feature is its size. Hydroponic greenhouses tend to be more labor intensive (but have higher yields), although you could put the same attention into earth-grown crops if you chose.

The world record corn yield is 500 bu/ac. 1 bushel of corn is about 1500 calories. EDIT: 1500*56=84,000 calories

If you could do 1000 people per acre, you would have enough food for 36 billion people from the state of Iowa.

[1] http://www.farmlandlp.com/2012/01/one-acre-feeds-a-person/

EDIT:

The best I could find in terms of output in the US a farm that does about 40 tons with three acres, which is supposedly ~200 people [2]

[2] https://www.splendidtable.org/story/how-to-feed-10000-people...

Plant yield without artificial lighting is limited by light influx. Prof. Bugbee from NASA co-authored a paper on this titled "Exploring the Limits of Crop Productivity : I. Photosynthetic Efficiency of Wheat in High Irradiance Environments" (DOI: 10.1104/pp.88.3.869). The gist of this paper is that one gram of dry biomass needs at least in Mol of (sun)light (for lettuce, other crops need even more light per dry mass).

Why the hype for vertical farming then? Variety, locality, and nutrition. While bulk calories come from grains which don't grow well in vertical system, many leafy greens and vegetables do. Importantly many nutrients (especially phytochemicals) degrade very quickly after harvesting. Transporting food like strawberries or leafy greens hundreds or thousands of miles results in quite severe reduction in nutrition, and often taste suffers and require significant refrigeration to counteract. [1, 3]

Great point about the lighting Influx! Indoor growing without greenhouses requires a lot of light. Alas, it's not well understood... We review a lot of lights for our customers and seem to regularly get companies who claim to increase power efficiencon over 90%! Amazing -- except they confuse lumens with light flux and won't get the corresponding plant growth. Photosynthesis requires a high light density, measured in Molson of light per volume. Kinda cool! Thanks for the link above, my coworkers will find it helpful.

All that being said we ended up developing our own custom LED lights using water cooling techniques similar to Google data centers. To achieve high enough light density while not frying the plants from waste heat, we pump the heat out via a chiller system. Basically, anytime you can water cool something -- do it! ;) [2]

1: http://www.fruitandvegetable.ucdavis.edu/files/197179.pdf 2: https://brightagrotech.com/coolbar/ 3: http://pure.au.dk/portal/files/45962257/PostharvestQualityCh...

(edits: grammar and forgot a link)

BTW: I'm following your BA media streams and I'm curious about the coolbar lights. Do you have distribution in Europe/Germany? Would like to get a quote for our (small) systems (NGO community and small research system, both aquaponic).

One thing to note on coolbar lights is that there's a minimum size due to requiring a chiller system. We're working on non-chiller based systems for very small setups.

Are you part of a research group? It'd be great to hear more about what your interests are and what tech might help. We're developing some interesting machine vision based tech too. :-)

Notes: 0 - https://en.wikipedia.org/wiki/Biosphere_2

I can't think of anything else that can come close to that kind of yield. No wonder corn syrup is in everything...

I think the grand champion of caloric yield per unit area is actually the sweet potato. But potato is second place, has more protein, and a better sale price. Also, sweet potato contains raffinose, meaning that it will give you gas.

Browse fao.org for a bit for more information on the nutritional yields of various crops. Though last time I checked, there was no comparison with perennial tree crops like oil palm, neem, and jackfruit.

There are people using drones, but I don't see much actionable data going out of them (especialy as you check each individual plan few times a week anyway). There are reports about some robots being developed, but nothing much being deployed.

State of art technology is optical sorting machine, which check each berry, after being destemed, and discard those which are unripe, molded or damaged. It is kind of cool and I hope to be able to afford it some day.

I enjoy using rpi computers all over the farm to automate things. The best thing I learned is that ally youf folks that live in clickville need to get ousstide and take your hands and get them in the soil. Leave your keyboard for some sunshine and give up your phone for the day and talk to people while you work.

While your question is about technology in agriculture what humans need is a better connection to reality and that begins outside.

Our company is very focused on the science of the plants and the soil and have developed products that do some amazing things with plants. We have seen potato fields go without pesticides by using one of our products that uses an extract from another plant. It doesn't kill the bugs, but makes the plants not desirable to the bugs.

Plant physiology is still in its infancy. Plants are very much like the human body and so many respects (immune system, nutrient requirements, cell structures, growth needs, disease prevention) and there are so many things we don't know about the plants. For example, plants need zinc to process calcium, yet we don't know why.

In terms of technology,

1) our Phosphorous product allows a grower to reduce their phosphorous inputs by 20-50X. Another one of our products allow for water reduction by up 25%.

2) Hyper-spectral imaging is in its infancy but possibly being used to diagnose problems in plants before they are visible with the naked eye.

3) Drones is a big one right now being used for imaging, spot treatments of fertilizers. I can definitely envision a day when they will use these for picking crops.

4) For every crop, there is an inventor who has created a gizmo to make their jobs easier. For the most part, these are all designed to reduce labor costs (usually their #1 expense). Almonds - https://www.youtube.com/watch?v=t0UAbuUW2Lw Cherries - https://www.youtube.com/watch?v=UX_t1hkqTVQ Blueberries - https://www.youtube.com/watch?v=bt73GOk4JRY

There is a push for being more 'data-driven' and many farmers are adopting these technologies now. Some companies are more of a book-keeping type thing where you can put in your activites, they will show you some satellite imagery etc. There is also a big push for sustainability now. One of these companies is http://www.agrible.com/

From a grain farmer's perspective, the modern equipment you get nowadays is practically fully automated already. However, that's the fun part of the job! While I do get excited about the automation, I am also in no huge rush to take away the human touch completely. After all, I farm because I want to be out in the field.

But keep in mind that the field work is also just a small part of the farm operation. Much of the work happens back in the office. I don't see that being automated any time soon, at least no more than any other business could be completely automated.

That's really the big push around here, I reckon. California's in a relatively-unique position of having very fertile and nutrient-rich farmland (to the point where it's responsible for the vast majority of the world's supply of various fruits and vegetables), but current water use practices run the risk of turning the Central Valley into a barren desert. It's becoming clear that we can't rely on precipitation alone to sustain the current state of agricultural water usage; we need to get way more efficient when it comes to water usage and/or we need to start seriously investigating other water sources (in particular: California's long coastline could be hosting a long line of desalinization plants, bringing our water production v. consumption back into the positive and even paving the way for California to export to more arid states like Nevada and Arizona).

In other words: it's not that we need more farms, at least here. It's that we need to make those farms more water-efficient and/or produce more water for those farms to use.

I also did some research on my own and visited some communities who tried to live self sustaining ... The problem is, if you need technology you cant make yourself (allmost everything advanced) you are not really self sustainable. (neither computers nor simple tools last forever) And if you do all by hand ... well, it is possible in some areas even without working >12 h a day, if you happen to find he right land and are skilled and strong enough ... but still without much comfort. Some like that. I also from time to time. But not in general and not for life.

So in general, good luck, but better find a compromise to live with the rest of the world. You cant close yourself of completely (from all the crazy things) and just have the nice things the world has to offer. So you will need constantly money. And that has to come from somewhere .... so join the club, if you don't like that ;)

Some friends and I have been thinking that an ideal setting to advance this technology would be on a semitraditional farm, where the researchers spent a few hours a day working on the farm and a few hours thinking about how to automate their most time-consuming tasks. If we do manage that we'll be sure to put our results out there.

http://www.newyorker.com/magazine/2017/01/09/the-vertical-fa...

2. I've heard from several farmers that they desperately want a good sensor that indicates free carbon in the soil so they have a proxy for microbial content. Just as gut bacteria has been a major topic of research on humans, soil microbial content serves that same purpose on farms. Significant effort is going into adding organics and microbes back to specialty farms, however, the measurements to observe how this is done are very limited.

I think there are definitely technological advancements being used to make this more accessible, although most of it seems heavily focused on hydro- or aeroponics.

While Grovegrown is a super exciting product [2] it doesn't fit the yield you are looking for.

Perhaps Farmfromabox [3] is an interesting pointer, which seems closest to what you described.

[1] http://www.ikea.com/gb/en/products/indoor-gardening/ [2] https://grovegrown.com/products/the-garden [3] http://www.farmfromabox.com

See Aerofarms[0] for an example. I've heard of companies in Japan developing similar technology. If I meet the right people I might take the plunge and build one myself.

Traditional farming needs to go. It requires huge amounts of land to be cleared, fertilizers, and a large amount of fresh water. Most of what goes into such farms is wasted. Then you have to ship the output over large distances. Better to go vertical in my opinion.

[0] http://aerofarms.com/

sunshine -> green parts of the plant -> seeds -> food -> people

with vertical farming:

sunshine -> [... -> electricity -> LED light] -> green parts of the plant -> seeds -> food -> people

The part in brackets will inevitably reduce overall efficiency by at least one order of magnitude. This means you will need to cover x10+ of land area with solar panels if you want to use them for electricity for vertical agriculture.

The efficiency of solar panels is improving but not ideal. The advantage is that the energy can be stored in batteries and the light from specialized LEDs only emit the spectrum of light that is useful to the photosynthesis process without generating excess heat. In a controlled environment you're protected from storms and pests. Using aerosolized nutrient delivery eliminates soil management. A good part of your energy profile is likely going to come from traditional sources but the cost of not having to manage acres of land and ship the final product hundreds of kilometres is a big savings.

The theoretical maximum efficiency of solar panel is around 30%. So 70% of solar energy is already wasted compared to growing stuff in a field, which means that even if the batteries, transmission lines and LEDs are perfect (they are not), you have to cover three times as much land with solar panels as you would have covered with plants. It also seems that you would prefer growing stuff 24/7, for this one needs to compensate for the time when sun isn't shining, which means 9x land. It seems to me that vertical farming will be even more disastrous for the nature than "traditional" one.

[1]: https://www.foodcoop.com/produce

Of course, you still need to occupy surface area to collect the free solar light, but you don't need to do it over fertile soil. And you're still going to have efficiency losses, no matter what. The primary benefit of growing indoors is not in the lighting, though. It's in the other factors, like water conservation, pest management, climate control, and pollination control.

Any idea if anyone has experimented with using heliostats and light pipes (fiber optics) to move sunlight from the outside to the inside for growing plants, while eliminating the heat issue - for growing plants?

I know it has been done for lighting a room, as well as for artistic purposes - but I am not sure about whether it has been tried for indoor farming...?

I was reading an interesting article about the farmer's market in my country, production is actually not the largest cost, it's less than half of the actual sale price.

See for example:

http://capreform.eu/farmers-share-of-food-chain-value-added/

(spanish) the article I was reading: http://www.cnfr.org.uy/uploads/files/Manual_de_comercializac...

1. Yes, its possible but its not as simple as ordering stuff off Amazon. The farmhack.org community is a great place to start. Most of them are existing tools which have been redesigned by farm hackers. http://blog.regehr.org/archives/1446 is an interesting proposition too. But in my interviews with farmers from rural India they said, cost/benefit isn't much for the such aerial reports.

2. One Million Dollars!!! Thats what Jean-Martin Fortier says in his book; The Market Gardener: A Successful Grower's Handbook for Small-Scale Organic Farming. Its a great read as its not just about tech but also market.

The way you wrote this reads as if you consider one acre to be a very large tract of land.

I have family that farm and I can tell you that one acre is actually quite petite as farms go. The average size of a farm in North America is something like 400 acres.

But perhaps what he means is that with more automation, the new tools would make utilizing small pieces of land up to 1 acre more attractive. I'm not so sure, but there's always the idea thrown around of automation allowing equipment to get smaller (and large operations would buy many of them).

Even if you can find and allocate several thousand acres of productive farmland in every city for growing food, what are you really accomplishing? That's but a tiny little drop in the bucket of all the land needed to sustain the population. Not to mention that many cities rose out of agrarian pasts, so it is quite likely that active farmland is already found on the outskirts.

She told me they're doing interesting things at their Open Ag Technology and Systems lab. https://engineering.purdue.edu/oatsgroup/ Check it out. Their contact with farmers is helping them focus on solvable and meaningful problems.

Note: That farmbot i linked is open sourced, so i will personally be looking more into that when i have more free time.

(1) https://farmbot.io/ (seems to be about to ship the first batch)

There are a lot of things to say about this subject, but I'll stick to the two points that were originally raised.

1. Fully automated farms are possible in theory for a small range of applications (like greenhouses). Human supervision and operation is usually necessary, mainly because of the elements and wildlife (e.g. humidity damages machines/sensors, animals chew wires/irrigation tubes, underground rocks are still invisible to surface dwelling tractors), so failure is a constant. GPS guided machines are now being widely used for sowing and pesticide application, with benefits in terms of both cost and time (fuel) reduction.

Automation in irrigation is now everywhere. One can easily find fully-automated center pivot irrigation systems.

Some fields have been adapted to allow for automation, like olive orchards. Olives can now be harvested in a fraction of the time it used to take, with a single machine and operator (a ~30 ha orchard will take 1-2 days with 1 machine and operator vs. 5-7 days for 2 or 3 machines and a team of 10; in the recent past there would be no machines and a team of 20).

There are some clear benefits in using drones that scan crops for detection of spots where irrigation fails or some fungus is starting to spread in advance, and also allow for better sampling for analysis. Besides any farmer can afford a drone nowadays.

Automation is usually expensive (for the first investment at least), and as such only large scale (corporate) farms can afford it. Cooperative family-scale farming can reduce the cost/acre (e.g. time sharing one single harvest machine) but there are pros and cons.

1.2 IoT in agriculture: please don't.

1.3 There are still fewer people in farming. I don't know if automation is the only one to blame, because either way farming is tough. Perhaps the wages may not be the most interesting for some one not already in the business, as well as the overall lifestyle. The lowest wages correspond to jobs being replaced by automation, so those salaries are dropping even more.

2. Crop yield largely depends on soil quality, proper irrigation and seed variety. Seasonal factors also play an important role, such as unpredicted disease surges. Technology already has the means to improve here, and part of what the future will be resumes to the dissemination of these already known practices.

2.1) One cannot avoid mentioning OGM seeds OGM seeds are not that impressive for me. Predicted yields from OGM seeds are said to be greater that non-OGM seeds, but the difference can be achieved alone with proper agricultural practices and cheaper non-OGM seeds. I have never tried it, but I suspect that OGM seeds yield in those ideal conditions will converge with non-OGM yields because OGM seeds are not the incredible Hulk, and non-OGM cultivars are pretty great as well. Also, pesticide resistance is not a good thing in itself, allowing for wasteful and unhealthy over-the-top usage, for example. There are many gimmicks in this area, and the possibility for patenting is the major responsible (I think).

2.2) Plasma physics Plasmas have been used to treat seeds before sowing, apparently with some good results. Still in research, I will not say it works or that it is feasible.

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The future of agriculture can take two distinct directions from now on, in my opinion. It either moves towards scaling up the current technology (corporate agriculture is already doing this) or it will start to incorporate some rather new practices that, although not opposed to machine/chemistry based technology, just do not need them as much. The latter works for both small scale and, to some extent, big scale farming.

In the particular case of olive trees, the dynamics of its auxiliary species is well known. Maintaining the top 4 or 5 species in the local ecosystem can reduce the usage of fungicides, insecticides, as well as erosion and soil correction needs. This is not "new age farming" but mainstream hard science that has been coming out of Universities in the field. But plain old Chemistry is still the farmers' closest friend, unfortunately.

Global warming will change (and to some scale already is changing) everything to the worse. Some bad days are coming.

Its in that direction but obviously still a bit off what you're asking.

Also read up on permaculture which attempts to create better efficiencies through smart design.

As others have pointed out, "productive" in terms of sheer foodstuff mass is not necessarily the optimal measure of a farm's effectiveness, or even a good one. More broadly, the phrasing of your question is an attempt to apply reductionist, scientific method thinking to what desperately needs to be a holistic question.

First, let's consider some of the things we might measure. We could measure resilence - how well the farm can handle changes in, say, weather in the short term and climate in the long term. We can measure diversity - how many different kinds of products are grown/raised there? We could measure quality - are the foods raised there as delicious as possible? (Another way to think of it - can they fetch maximum price at market?) We can measure profitability. We can measure chemical consumption. Soil depletion and erosion. Etc.

Now, what can we "yield"? Are we raising corn, cows, Christmas trees? Lots of farming is devoted to non-edible things. The #1 consumer of insecticide for farming isn't food at all - it's cotton. These questions spill over into macroeconomic factors that extend beyond the farm. For example, high density animal farming is the primary consumer of antibiotics, and the primary reason we are seeing a rise of antibiotic-resistant bacteria globally. So the farming practice of "maximizing yield per acre" leads to human health problems that may wind up killing millions.

So basic to questions about robotics and automation. First, automation has been changing farms not just for years, but for centuries. 200 years ago, 90% of all Americans were farmers. Now, it's like 3%, while yield has grown drastically. That's automation at work. A tractor is a form of robot, if you think about it.

Now, automation can be used to improve some of the factors other than yield. For example, a weed-picking robot (or an army of them) could be far more effective than herbicides, with less environmental impact. And a lot of what's going on now in ag tech isn't active, but passive - sensors and measurements. For example, if you can analyze the soil on a per-foot basis rather than a per-acre or per-lot basis, and feed that data into chemical spreading machinery, you can both reduce chemical consumption and increase yield simultaneously.

Fertilizers, herbicides, and insecticides are expensive. Reducing their consumption makes farms more profitable. And honestly, we're more interested in making farms more profitable than more "productive" in terms of yield alone.

Just some food for thought.

the age of farmers is going up and very few young people get into farming. they are farming. there are smaller sustainable farms, but the burn out rate is going to be very high.

land is getting scarce and we have a need for urban farms. it will be easier to automate many small urban farms because of connectivity. also..concentration of large farms in some areas will cause leaching, soil degradation, environmental pollution etc. when you distribute these, the damage is easily managed and can be rectified. already, central valley and gilroy/salinas areas in northern california have very compromised water tables. the sacramento politics is very subtle, but powerful.

at some point, we might have robots that are connected to the cloud and will be able to make decisions based on weather or soil conditions or even demand. but right now, making small manual tasks automated and create robots that will work with smaller farms is better than automating 1000 acre farms.

eventually, we must form grids and the entire food system will have to be local.of course, exotic produce can be flown in, but they are that..and should be priced as such. designing agriculture systems need a paradigm shift.

to take care of all the needs of 1000 people, i would say about 50 acres. Maybe even less, but sustainable agriculture would mean leaving some parts of the land fallow for a season and rotate crops. it wouldnt be possible to grow all the grains and cereals you need. you cant farm every inch of the soil every day. water management is also important. even if the customer is vegan, it would be good to have some animals in the farm for grazing. it is an effective weed management system and the manure can be used to feed the soil. it should also include an orchard. in my farm(which some people who are not from california call a large 'garden'), i grow food, medicine, herbs, flowers, lavender and i have an orchard. i could easily do a 30 person CSA from just 1 acre, but i didnt because the sheer labour was overwhelming for a single worker-farmer. i keep bees and would like to have some chicken or goats. (but cant currently because i lease some fo it). in the last two years, my only inputs are kelp and fish solution that i use in the greenhouse. the farm is mostly reduced-till. i am a big believer in mulching. i do buy compost, but eventually i hope to create my own compost and make it a closed loop farm with all the inputs being created at the farm itself.

If you want to improve agricultural technology I'd suggest finding and talking to some farmers and finding out what they want, rather than starting from a clean sheet and an idea of what a science fictiony farm ought to look like.