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Ask HN: What's happening in agricultural technology?
Not sure if there are any experts here, but if there are, I'm quite curious about the following:
1. Do we have any technology (independent of cost) existing today to have a fully automated farm? Meaning, set everything up and it'll just spit out yield? This would include taking into account weather, planting, removing weeds, etc. The input into this "system" of course would be the "ingredients" such as soil, soil, and of course, sunlight. [1]
2. What's the maximum yield we can get out of an acre these days? If I wanted to buy, say, an acre (for food) and start a small town in southern United States and feed 1000 people easily, is that possible? For simplicity let's say everyone is vegan.
[1] Here's a snippet of research I've done that may be of interest to readers.
Air and soil: There's been some advancements in sensors which is an obvious requisite towards the auto-farm. However I haven't read anything recently about this. Most recent was (http://gizmodo.com/swarms-of-soil-sensors-may-help-farmers-water-smarter-d-1713098054)
Robotics: I know they (farm bots) exist (http://modernfarmer.com/2013/08/5-robots-on-the-farm/), but I haven't heard of them actually being more productive than existing high-yield solutions. I do think in the end they'll be superior.
The single most advanced modern farm I've heard of is: http://seedstock.com/2013/01/24/indoor-grower/. Anyone know of anything that surpasses this? Just making farming (perhaps one of the most labor intensive things you can do these days) less of a burden will prove to be a game changer (e.g. you may find a single person willing and able to maintain an entire one acre farm).
- DiamondFox 10y agoThe New Yorker did a story about indoor vertical farms – whether or not they can be scaled to feed entire urban populations, etc. Really interesting read and it might provide a spring board for some ideas http://www.newyorker.com/magazine/2017/01/09/the-vertical-farm http://www.newyorker.com/magazine/2017/01/09/the-vertical-fa...
- planteen 10y agoI don't know what the maximum number of people you could sustain on an acre is, but my guess is way less than 1000. Like an order of magnitude less, perhaps closer to two orders less. 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.
- synaesthesisx 10y agoA bushel of corn weighs 56 pounds (shelled) or 70 pounds (still on the ear). Using the shelled bushel in this case, 1 pound of corn = 1,656 calories so each bushel is roughly 92,000 calories. With the record yield of 500 bushels/acre that can feed 60+ people for a year! I can't think of anything else that can come close to that kind of yield. No wonder corn syrup is in everything...
- planteen 10y agoWhoops, forgot to multiply by 56 lbs in that
- loafa 10y agoI think you're making an error there somewhere, possibly mixing calorie yields per year with human requirements per day. Divide that by 365 for a more realistic estimate. About 60 people per acre if you can maintain the world record yield, or about 15 with the mean US yield.
- logfromblammo 10y ago500 bushels/acre is probably not scalable. For corn, if you get 150 bushels/acre, you are doing well. 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.
- tabeth 10y agoReally? I thought aquaponics and other advanced techniques drastically increased that by an order of magnitude. Doing a quick search, it seems that you're right. For an average person, with an average diet, to feed a SINGLE person you need an acre (with traditional farming techniques)[1]. Wow. I doubted a thousand people could realistically be fed on an acre, but I thought at least 10 would be trivial, and 100 possible with some efficient tech. Pretty eye opening, honestly (humbling moment, hah) [1] http://www.farmlandlp.com/2012/01/one-acre-feeds-a-person/ 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-from-food-grown-on-3-acres-in-the-city https://www.splendidtable.org/story/how-to-feed-10000-people...
- loafa 10y agoThe most land-efficient crop you can grow in the US is corn, at 15 million calories per acre. (In warmer climates sugar cane edges it out with about 17 million calories per acre). Your one-acre farm could feed about fifteen people, not one thousand, and that's if people could live on corn alone. 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.
- na85 10y ago>an entire one acre farm 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.
- randomdata 10y agoOne of the farms I run has a small 2.5 acre section of the main farm divided by a ditch. If that chunk were much smaller, I'm not sure it would be even worth pulling the equipment into it. If it were any smaller, some of these large implements you can buy nowadays wouldn't even fit. 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).
- tabeth 10y agoIndeed. What I imagined was that if a single acre could produce a high yield, balanced diet, then they could simply be placed in places where it before wouldn't make sense: e.g. interspersed within the suburban sprawl. And since it's just an acre, a few people or a single person could take care of it, no heavy machinery required.
- loafa 10y agoBut an acre of land in the suburbs costs hundreds of thousands or millions of dollars, whereas an acre of land in a normal agricultural area far from a city costs a few thousand dollars.
- jelliclesfarm 10y agomaybe there has to be a certain chunk of land set aside in urban areas for green and open spaces? concentrating massive food production centers is a terrible idea. not just because its an easy target for bio hacking but also because of the impact on environment and water especially. small distributed food production centers makes much more sense.
- marak830 10y agoI was looking into this a while ago, i do remember there being a farm bot being kick started(1). I was wondering about doing something like that myself, but for a hydro solution for indoors - i am about to start at a new restaurant, so that has to go on hold at the moment though :) 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/ https://farmbot.io/ (seems to be about to ship the first batch)
- jelliclesfarm 10y agothats a raised bed bot. not a farm bot.
- rmason 10y agoThe fully automated farm is a few years off. Here in Michigan large families with one or two employees farm 5-10,000 acres. 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/ 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/ 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.
- randomdata 10y ago> This land by the way will cost you approximately $7,183 per acre. 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.
- rmason 10y agoThat's an average price of Iowa farmland statewide. But as you know there's a wide variety. I have no problem believing the price of $10,000 to $15,000 per acre for the premier land. 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 http://auctions.buildingdetroit.org/sidelots
- wes-k 10y agoCheck out https://farmbot.io https://farmbot.io which is a smart automated bot for raised beds. Also read up on permaculture which attempts to create better efficiencies through smart design.
- ydrol 10y agoThere was a great BBC doc a few years ago (2009) called "A Farm for the Future". It was about someone from a traditional farming family discovering/researching/interviewing around permaculture. In one of the interviews she mentions that traditionally she can feed 5 people an acre, whilst the interviewee was claiming 10+. I believe permaculture has come along in leaps and bounds since, so it is well worth reading up on.
- randomdata 10y ago> Do we have any technology (independent of cost) existing today to have a fully automated farm? 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.
- makeapoint 10y agoRegarding your second question, you imply that it would be easier to automate the vegetable production than to automate livestock production. In fact, current dairy farms are in many ways more automated than crop farms. 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.
- kozikow 10y agoThere are lots of interesting agriculture use case being enabled by drones. "Ground" robots are still too expensive and unreliable, so they are not widely used yet. On the other hand, there are estimates claiming that 5-10% of farmers are using drones[1]. In addition to providing analytics, some drones already perform active tasks. E.g. take a look at spraying drone from DJI[2]. As another example, there is a startup that produces a drone that shoots weed in your field with the laser ;). 1. http://bestdroneforthejob.com/drone-buying-guides/agriculture-drone-buyers-guide/ http://bestdroneforthejob.com/drone-buying-guides/agricultur... 2. https://www.dji.com/mg-1 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 http://tensorflight.com. We primarily work with agriculture. Please get in touch!
- stan_sf 10y agoWhat are your goals for you research or project? Many ideas stumble not on the technology, but on the people aspects of the project. 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.
- tabeth 10y agoThis is just a tiny part of a much broader goal, which is to create a completely self sustaining town of 100 to 1000 people within my lifetime. My intention is with 100k that could get you 10 acres. 1 acre for food, 5 for solar/energy production and 4 for housing/community. Of course, with the comments in this thread, I'd need more land, haha. 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.
- dejv 10y agoAs a wine grape farmer I have to say that there is not much going on. 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.
- ju-st 10y agoIsn't there at least some buzz around optimizing water usage? Fine grained monitoring of individual plants using cheap sensors for example.
- dejv 10y agoIt might be case in California: grapes are ok without any irrigation, unless you are farming in couple of really hot places, or you really want to boost your quantity instead of quality.
- uuilly 10y agoRelative to HN I'm probably an expert in ag. Relative to people who grow things I'm far from an expert. I was employee 3 at Blue River Technology and I've been there for four years: http://www.bluerivert.com http://www.bluerivert.com 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.
- hoschicz 10y agoWhy is fully automated agriculture impossible?
- bsbechtel 10y agoImpossible may not be the right word, but highly unlikely due to the environment ag automation needs to operate in. Production agriculture is highly mechanical, meaning things wear out and break all the time, which means humans need to go and fix things. In addition, people farm in every environment on earth, with wide variance in conditions in even the most ideal places. This means mechanical equipment needs to be specialized for the crop or location (considering humidity, temperature, wind, sun, crop type, etc), which makes scalability limited. These are the two biggest issues that tech doesn't really have a good solution for.
- brootstrap 10y agoI'll take a quick stab. First off it's not a software computer system. Their are so many different elements in play. Your robot needs to know about soil science, agronomy, pests, weather predictions, stock markets, machinery, the list goes on. 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!
- habitat84 10y agoWe are working on a sort of "AWS for farming" concept here (http://www.habitat84.com/ http://www.habitat84.com/). The goal is not to make fully automated robot controlled farms, but rather to reach an appropriate level of abstraction such that farming systems can be controlled and scaled easily by users (who might be farmers, but also others). The goal is to develop a platform on which to ultimately solve the problems of food production in space.
- ChrisjayHenn 10y agoI do think permaculture is the most advanced method of farming in that (when done right) it produces increasing yields year-over-year. If high-yield monoculture farming is an industrial approach to farming, permaculture is an information-age approach. But nobody's tried to automate the design work, and for good reason. It's not that that would be impossible - I think a sufficiently advanced sensor drone coupled with a sufficiently advanced machine learning algorithm could design a permaculture installation as well as a human. But then the question becomes, are the supply chain costs of creating the drone and the algorithm cheaper than educating the human and having them do the work, especially given the health benefits of light exercise like gardening? Nobody with the money to do it has tried that yet. 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.
- subtenante 10y agoAgriculture in our age must shift from productivity first to sustainability first, because we are running out of fossil energy allowing to produce most of the fertilizers, and we have already killed our soil with it. A farm involving a lot of machines (i.e. a lot of need for energy) might not be the way to go in order to keep the agricultural system stable. The most you ask from the soil, the poorer it gets, and then you have to dump fertilizer to keep some level productivity. 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.
- hueving 10y agoI don't see any justification though for why humans need to do the labor. This guy found a nice pollination technique. Great, teach it to the robots or spend time teaching the robots how to analyze different techniques for effectiveness. 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.
- Loic 10y agoThe reality is that you are not going to feed a town with a tractor or a robot acting as a tractor. This is because with your robot, you are producing cereals. If you want to feed the town, you need fruits and vegetables. 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-Small-scale/dp/0865717656 https://www.amazon.com/Market-Gardener-Successful-Handbook-S...
- ShirsenduK 10y agoI have lately been exploring agricultural technology as I plan to start farming myself. Here is what I have learnt so far. 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 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.
- blt 10y agoFor robotics, try the search term "precision agriculture". This application of robotics is not so much about using the robots to replace manual labor, but rather to gather more detailed information about crops. An example application is yield prediction, which is really valuable as a predictor of the amount of laborers needed to harvest the crop within the window of time opportunity.
- Quarrelsome 10y agoAll I know of is Clean Seed (TSX.V: CSX) which is a company that produces an "intelligent" planter, you can set it up to vary the depth and seed type planted depending on your map of your fields and varying soil conditions. They're trialling this year and the big question will soon be answered about how much it impacts yields. Its in that direction but obviously still a bit off what you're asking.
- Sephr 10y agoAlgae-based bioreactors are pretty recent and are a great way to produce healthy fats. Sucks that one of the best suppliers of this, Solazyme, has cut off supply to Soylent.
- Confusion 10y agojregehr recently wrote an interesting article about just this subject: http://blog.regehr.org/archives/1446 http://blog.regehr.org/archives/1446
- mastazi 10y agoThere is this Australian company which is building autonomous robots for farming, you might find it interesting http://www.swarmfarm.com/ http://www.swarmfarm.com/
- chicob 10y agoHello. I'm a physicist working in agriculture, in Portugal (olive oil, malt cereal, legumes). 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. - 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.
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- agentultra 10y agoVertical farms are going to be huge. They're almost fully isolated from the outside environment save for taking in local air and removing carbon from it. They require magnitudes less water than traditional agriculture and no fertilizers. You can build them in the middle of a downtown core if you need to. And you could optimize power consumption so that the majority of your energy comes from renewable sources. 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/ http://aerofarms.com/
- lambdadmitry 10y agoPlease note that vertical farming is mostly about producing leafy greens and other low-footprint, high-value goods. Purely from the energy standpoint there is no sense in using vertical farming for the bulk of calorie consumption. Compare traditional farming: 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.
- agentultra 10y agoThey're mostly about producing leafy greens right now for two reasons: proof of concept and profitability. I look forward to the technology expanding to other plant types: tubers, legumes, and the like. 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.
- OliverJones 10y agoI've a cousin who teaches large-animal veterinary medicine at Purdue. THAT's about as far away from Sili Valley as you can get while staying in the US. Build a robot to help cows give birth. I double-dare ya! :-) She told me they're doing interesting things at their Open Ag Technology and Systems lab. https://engineering.purdue.edu/oatsgroup/ https://engineering.purdue.edu/oatsgroup/ Check it out. Their contact with farmers is helping them focus on solvable and meaningful problems.
- Roelven 10y agoHappy to see there is an increased interest in this topic. I've been reading a bit about hydroponics lately which was sparked by IKEA's indoor gardening product line [1]. 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/ http://www.ikea.com/gb/en/products/indoor-gardening/ [2] https://grovegrown.com/products/the-garden https://grovegrown.com/products/the-garden [3] http://www.farmfromabox.com http://www.farmfromabox.com
- sampl 10y agoIf you want to learn more, come work with us at FarmLogs (YC12). We've got about a third of the US farmland in our system, and we use satellite imagery, agronomy, machine telematics, and more remote sensing to help farmers precisely manage every acre.
- wikibob 10y agoIs there is a SF office in your future? If not, is the entire team in Des Moines and Ann Arbor, or do you have folks working remote as well?
- whalesalad 10y agoAn SF office is probably not in our future. We do have some remote folks and are working towards becoming a more remote-friendly company.
- sampl 10y agoWe're actively hiring remote people for many of these positions: https://farmlogs.com/jobs/#current-openings https://farmlogs.com/jobs/#current-openings
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- anubisresources 10y agoPlanning to use that data for trading? I can think of a few hedge funds who might want a look at that data.
- brootstrap 10y agoyes yes farmlogs, sell your users data for money. Give IN to the pressures of the valley.
- deleted 10y ago[deleted]
- countryqt30 10y agoMaybe you can partner up with the #1 math app on Google Play: https://play.google.com/store/apps/details?id=com.troubi.kingofmath https://play.google.com/store/apps/details?id=com.troubi.kin...
- hive_mind 10y agointeresting looking automatic carrot harvester: https://www.youtube.com/watch?v=06MAiRaKC6M https://www.youtube.com/watch?v=06MAiRaKC6M
- drc37 10y agoI am currently working for a fertilizer company. First off, I have never worked in the Ag industry until a few years ago. It's an interesting business plagued by snake oil salesmen who try to push every whacky idea they can dream up. 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 https://www.youtube.com/watch?v=t0UAbuUW2Lw Cherries - https://www.youtube.com/watch?v=UX_t1hkqTVQ https://www.youtube.com/watch?v=UX_t1hkqTVQ Blueberries - https://www.youtube.com/watch?v=bt73GOk4JRY https://www.youtube.com/watch?v=bt73GOk4JRY
- brootstrap 10y agoIMO a lot of companies are trying to put more sensors on things which seems kinda dumb to me. Ok you can put 100 soil moisture sensors in my one field for 'precision ag' but what happens when i drive a big ass tractor over the field and smash the sensors? 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/ http://www.agrible.com/
- beat 10y agoI would assume that they're building sensors that can handle a tractor driving over them.
- beat 10y agoThis sounds like a farm that raises perfectly spherical cows of uniform density. :) 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.
- antoniuschan99 10y agoI'm focusing my product for indoor growers and my research has brought me to some players that have solved some of the automation issues. The two larger names are Dimlux Lighting and Smart Bee Controllers.
- abakker 10y agoTwo observations: 1. Drones are currently offering good heuristic tools for farmers to be better aware of what their fields really look like. Multi spectral cameras, cheap drones, and rudimentary tool sets have really opened the door to optimize. However, not enough is currently being done to turn those visual heuristics into data that can be acted upon. (No double blinds, poor color calibration, limited software platforms that don't allow time-series data to be used well.) We are still in the observation phase, no measurement, statistics, or predictions are really happening yet. 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.
- wessorh 10y agoHi, Bay area Farmer here. Aquaponics is a fantastic solution for greens (fast growing stuff like lettuce) and the systems can be highly automated. Demands for electricity are significant but offset with solar. 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.
- whitneyricketts 10y agoThis place is pretty cool, based in Boston: indigoag.com
- jelliclesfarm 10y agowe need sustainable systems. a system that exploits cheap labour or one that destroys soil/environment or is overly dependent on fossil fuels will fail the sustainability test. i see swarms of robots in the future doing automated tasks. having said that, all tasks cannot be automated. harvest automation, for example..is very tricky. 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.
- bluebeard 10y agoSeems to be a lot of people in this thread who know nothing about agriculture and aren't answering OP's questions. Therefore it's safe to assume a lot of people on HN have no idea what they're talking about and comment anyway. Readers be aware.
- hutzlibu 10y agoSince you are interest in self sustainable communities in general, you might want to read about walden3 ( http://www.walden3.org:80/index.htm http://www.walden3.org:80/index.htm) Lets just say, it is not easy - but there are more people working on that. In the case of walden3 also some with good financial background. But they still didnt get far. 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 ;)
- yellowapple 10y agoOne thing I've heard rumblings about here in California (especially around Sacramento, where I grew up) is running wells in reverse in order to pump floodwater back into the now-depleted aquifers and "recharge" them. This way, restoration of the water tables in the Central Valley can happen over a scale of years or decades rather than centuries or millennia. 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.
- nnn1234 10y agoHere is a low tech solution, a multivariate best practices guide for farmers free of cost. What does the HN community think about this idea