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Hi-Tech Weed-Killer

Makarand writes "Instead of making improvements to automatic mechanical weeders, Engineers at UC Davis have been busy developing the next generation robotic weeder which will use computerized images of crop rows to identify weeds and zap them. The system can identify weeds from the regular crop by assessing shape, color, size and other variables from the captured images of the crop row. A robotic cultivator will then blast weeds with a weedkiller using syringes mounted on a tractor. A GPS allows the system to calculate weed type densities within the field and the amounts of chemicals dispensed in the area."

36 of 151 comments (clear)

  1. Wow, what will they think of next... by fpp · · Score: 5, Funny

    ...a robot that mows the lawn?

  2. Weed killer? by BortQ · · Score: 5, Funny

    I'll bet the DEA is super happy about this.

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    1. Re:Weed killer? by SunPin · · Score: 2, Funny

      Was thinking the same thing... this "drug war" has no scruples.

      --
      Laws are for people with no friends.
    2. Re:Weed killer? by User+956 · · Score: 2, Interesting

      DEA? Hell, I'm sure Rumsfeld would like to know about it. They made a pretty big fuss about a comparable find in Iraq.

      --
      The theory of relativity doesn't work right in Arkansas.
  3. Crop rows? by pphrdza · · Score: 5, Funny
    You've got to have your plants in rows for it to recognize them?

    Guess that eliminates my garden...

  4. can you say RUNAWAY by Archfeld · · Score: 3, Funny

    how soon till someone hacks a zapper bot and subs a picture of say oh I don't KNOW a COW or Farmer Joe :)

    Where's Tom Selleck these days ?

    --
    errr....umm...*whooosh* *whoosh* Is this thing on ?
  5. weed zapper by Anonymous Coward · · Score: 4, Insightful

    If it can recognize the weed, how much harder would it be to design an arm to *pull* it!?! (or roll it and smoke it :)

    1. Re:weed zapper by istartedi · · Score: 4, Interesting

      I was going to say that, but you beet me to it (groan).

      Pulling is probably not practical. Some weeds like dandelions have long tap roots. Either the weed is very hard to pull, or you break off the tap root and the weed is back up in just a few days. Sometimes I can wiggle a dandelion juuust right and get most of the tap root, but more often than not I break them. I imagine training a robot to do it would be pretty difficult. Of course, I don't try to dig 'em because that would just make the lawn even uglier. In a field you don't care about things looking pretty, but then you'd have to worry about damaging the root system of the crop plants; so digging is out.

      That said, it would be nice to have an organic farmer's version of the robot that ran more frequently and clipped the weed at the base.

      --
      For all intensive purposes, "whom" is no longer a word. That begs the question, "who cares"?
  6. NOOOO!!! by gik · · Score: 4, Funny

    Weed killer???
    how will i get my buzz???

    the ramifications of using this product are way too much for this soul to bear.

    time to "get rid" of my weed before someone else does ;)

    --
    ZERO
  7. Evolution by xMonkey · · Score: 5, Funny

    You know virtually all systems have bugs in them.

    I wonder how long until the weeds find the exploits.

  8. Benchmark by zaibutsu · · Score: 5, Funny

    I remember working for a company which was trying to sell computer hardware to an organisation developing a system like this.

    The system had a plant recognition benchmark we had to run. It was calibrated in 'cabbages per second'.

  9. it has been sent from the future... by intermodal · · Score: 4, Funny

    to protect Sarah Conner's garden from her enemies...

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  10. Example that most of /. won't get by gmhowell · · Score: 2, Insightful

    Until this device can tell the difference between morning glory at 2 inches tall and okra at 2 inches tall, there's still a job for human beings. Those were some long summer days. On the upside, people paid well for okra.

    --
    Jesus was all right but his disciples were thick and ordinary. -John Lennon
  11. I question the demographics... by djh101010 · · Score: 5, Insightful

    Around here (midwestern USA), the farmers are reluctant to try even the most basic of new things (no-till farming, organics, etc). I'm having a hard time imagining any of the farmers that I know shelling out a couple of grand on a robot with a camera, to run up & down the fields.

    Then again, if they can show how the cost is offset by gains in yields, then it just might get some use. Another concern is battery life - just how far is this thing going to go on a charge? 1 mile? That'll cover 4 rows...then what?

    1. Re:I question the demographics... by Pinball+Wizard · · Score: 3, Interesting
      reluctant to try even the most basic of new things (no-till farming, organics, etc).

      Huh? Farmers are more than happy to try out the new high tech seeds, time-release fertilizers, more effective pesticides, herbicides, etc.

      I think what you meant is they are reluctant to try new things that don't increase their yield.

      --

      No, Thursday's out. How about never - is never good for you?

    2. Re:I question the demographics... by Osty · · Score: 5, Insightful

      Around here (midwestern USA), the farmers are reluctant to try even the most basic of new things (no-till farming, organics, etc). I'm having a hard time imagining any of the farmers that I know shelling out a couple of grand on a robot with a camera, to run up & down the fields.

      You must not be very in touch with your local farming community. Most farmers are quite willing to try new things. For example, my own father (independent Midwest family farmer, works some 2000 acres with my older brother) has been doing no-till for over a decade. He's also invested heavily in equipment and software for mapping out yields for each field, and more. However, you have to realize that farming is a business. Everything is about the bottom-line. As such, there's no more money to be made in organic farming (less money, actually), so it's not something he does. Leave that to the hippies and the yuppies that don't mind paying $5.00 for a pint of milk.


      Then again, if they can show how the cost is offset by gains in yields, then it just might get some use.

      This sounds more like a labor-saving device than a yield-increasing device. As such, I doubt you'll be able to show an increase in yield, and certainly not one significant enough to justify this technology. Instead, you should be looking at savings in wages. If the cost (purchase cost plus any ongoing maintenance costs times the expected number of units needed) is less than what it would take to pay minimum wage to some amount of local kids for a few weeks of summer work over the expected lifespan of the robot, then maybe it would be worth doing. On the other hand, it's probably a better idea to just continue hiring kids to walk the fields. Everybody wins -- the kids get money, excercise, and a nice tan, while the farmer gets cheap labor and clear fields, and the community gets something for teenagers to do during the lazy summer days rather than get in trouble. And if you do it right (ie, use hooks to cut out the weeds, rather than herbicide sprays), you won't even damage the environment by introducing herbicides to the food or the ground water. (can you tell I spent most of my summers from around age 8 to age 15 walking fields for my dad?)


      Another concern is battery life - just how far is this thing going to go on a charge? 1 mile? That'll cover 4 rows...then what?

      If they're serious about this technology, it won't be battery driven. It'll be driven by diesel, and probably will be expanded to cover multiple rows at a time. Also, you can't really convert miles into rows. Depending on the geometry of the field, one mile could be two rows, or it could be twenty.


      I do see one potential problem with the technology, though. Since it uses video recognition to determine what's bad and what's not, what happens when a plant is only bad in a certain scenario? For example, corn in a soybean field is considered a weed. This robot should kill it, or the robot will be worthless. However, corn in a corn field is not a weed. If the robot somehow determines that the cornfield is actually a bean field, there goes your entire yield.

  12. Sounds Expensive by bad_fx · · Score: 2, Interesting

    And with advances in genetic\bio engineering, how useful do you think this'll be in the future?

    *shrug* I honestly don't know, but just a thought....

  13. Excellent idea but... by West+Palm+Beach · · Score: 3, Insightful

    The weed-killing machine still has a few bugs. For example, overlapping weeds and crops can confound the computerized instructions that run the squirt guns.

    Nothing still beats the human eye and mind for such tasks, since there are so many variables involved in the location of weeds versus crops.

    If such equipment can be further refined, perhaps with a robotic arm to look behind and possibly separate weeds from crops, sometthing close to human accuracy can be obtained.

    At least now, the danger to humans with working with pesticides can be reduced.

  14. Eliminate one problem; another will appear! by standards · · Score: 4, Interesting

    The problem is that there will be a class of weed that this thing won't be able to "see"... and that weed will thrive.

    THEN you'll have to hire a worker to go pluck them out. Or get a software upgrade. Or both.

    1. Re:Eliminate one problem; another will appear! by Waffle+Iron · · Score: 2, Funny
      The problem is that there will be a class of weed that this thing won't be able to "see"... and that weed will thrive.

      Workaround algorithm:

      if not CASH_CROPS.match(plant_image): kill(plant)
  15. Good. by afidel · · Score: 4, Interesting

    Anything which can reduce the reliance on pesticides is a GOOD thing. Now we just need to do something similar for fertizilers, if a farmer could use a lower base level of fertiziler and have the machine add additional amounts only to those areas that most need it then the overall usage would probably go way down and the impact on the environment would be reduced.

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    1. Re:Good. by rgmoore · · Score: 3, Insightful
      Note that the post said that they used weed killer chemicals. That's a slap in the face of people wanting to use healthier and more organically grown food.

      Read it again yourself. One of the points specifically made in the article is that the basic technology is adaptable to either conventional or organic methods. Note the following quotes from the article:

      "The real winner from this project is the environment," said Giles, a fluids expert. "We'll be able to reduce chemical use and perhaps even eliminate weed problems for organic growers."

      ...

      One of the major challenges has been engineering fluids to hit the weeds and spread over them without bouncing onto the crop. The tiny squirt guns might be filled with herbicides or with alternatives, such as cinnamon oil or superheated oil for organic growers.

      It sounds very much to me as though they are at least thinking of possible uses in organic growing.

      And even if they do use pesticides, consider the likely alternatives. Big agribusiness is currently suggesting that the solution to weeds is to create gentically engineered crops that are resistant to herbicides and then blasting the whole field with tons of weed killer. A technique that sprays the stuff only on weeds is almost certainly a win over that, by reducing total herbicide use, reducing herbicide that winds up on the crops, and eliminating the need for genetically engineered plants.

      --

      There's no point in questioning authority if you aren't going to listen to the answers.

  16. hmm... by caino59 · · Score: 2
    blast weeds with a 50-mph stream of weedkiller from about 8 inches away. The spray device is smaller than a box of doughnuts and accurate to within a centimeter.


    Hmm...somehow that doesn't seem right...in a closed enviroment maybe..., but I'm sure that wind would throw that 1cm accuracy off being sprayed from that far away. Anyone have a garden? No mater large or small, there's always bound to be weeds growing directly underneath and alongside of your plants. Even if controlled by a human driver (yea, it's not even really that automated yet, is it?) I still imagine it's not that accurate- yet.
    10 years.
    I think sooner if it is to actually pan out, I'm sure we can reach this technology in 5 years...
  17. Next generation? by nolife · · Score: 2, Interesting

    developing the next generation robotic weeder

    Where was the first one?

    I wish I had something like this. Last weekend I fired up my string trimmer (weed whacker). I took the normal precautions like long sleeve shirt, pants, socks, boots, goggles, ivy block, immediate shower afterwards etc.. It did not help at all. This week I am completely covered in poision ivy. I am ichy as hell, can't sleep and my eyes were swelling shut. I already had to get a shot and am taking various pills and creams. I even had to take a sick day from work, my first one in over 1.5 years. I actually could have gone to work, I felt fine but I looked like a mutant. My reaction to it seems to get worse ever year.
    My next path is going to be chemicals. I am going to spray anything and everything within a foot of my fences and obstructions.

    --
    Bad boys rape our young girls but Violet gives willingly.
  18. crop weeder by guacamolefoo · · Score: 3, Interesting

    These guys must have read Marvin Minsky's fiction account of robots and AI. This (crop care/maintenance) was one of the first commercial applications of the robotic AI in the book after the prototype was snatched. I think he used bugs instead of weeds, though. Maybe both. Been a while since I read it.

    GF.

  19. Re:MUMMY, PLEASE HELP ME WITH MY MASTURBATION by nolife · · Score: 2, Funny

    I believe this will be introduced just after the duplicate story detector.

    --
    Bad boys rape our young girls but Violet gives willingly.
  20. "High Tech Killer Weed" by NineNine · · Score: 3, Funny

    I thought it said "High Tech Killer Weed" at first. I got excited. Finally, a /. topic that's REALLY interesting. I'm so sad. Disappointed, not stoned, and sad.

  21. Best Use by Sophrosyne · · Score: 2, Funny

    Program it to rip up all your neighbors flowers and blame it on a 'power surge'.

  22. Killer weed? by Yebyen · · Score: 2, Funny

    I can't be the only dyslexic stoner that read the headline as "High-tech Killer Weed"... I got a bit excited for a bit, HEH.

    --
    Restating the obvious since nineteen aught five.
  23. weeds aren't the problem, weed killer is. by aethera · · Score: 5, Interesting

    This gives factory farming a new name!
    Why do we get weeds? As they say, Nature abhors a vacuum. So, any tilled space between plantings and rows is enrgy going to waste. Weeds sprout up in this empty space to capture that energy.
    So if you want to control weeds in a manner that doesn't cost (hundreds) of thousands, pollute rivers, stream and groundwater, just keep it simple stupid:
    Plant cover crops in-between and among your primary crop. It could be a harvestable plant, such as pole beans on corn or basil with tomatoes, though this makes harvesting a job for people and not machines. Or plant a companion crop which adds nutrients to the soil. Legumes add nitrates, buckwheat grass makes great compost, just till it under with your next planting. Even better plant flowers and other hebs that attract colonies of beneficial insects that will help control insect populations in your primary crop.
    We got by for a long time without these chemicals. Organic farmers in the US and Bio-dynamic farmers in Europe and harvesting yields that dwarf factory farms, with better flavor and nutrients than conventional produce, and no toxic chemicals.

  24. already been done by maxpublic · · Score: 4, Funny

    This idea was implemented ages ago, using a device called a "gardener".

    No story here.

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    My god carries a hammer. Your god died nailed to a tree. Any questions?
  25. chemical weed killer? by jpnews · · Score: 3, Insightful

    Seems to me that a technology like this should be designed to be attractive to organic growers, since they're far more likely to be interested in a robotic weed killer. But it better have a fuel cell or enviromentally friendly battery, too.

    And why kill weeds in place when you can just yank 'em and dump the whole thing in the compost pile? I was expecting a big bot with a couple of graspers on either end and a huge solar energy collecting mast on top.

    But really, I just disagree with the premise that agriculture needs to be fully mechanized and automated to help the economy, or whatever tbe argument supporting things like this might actually be.

  26. Still using poison by tacocat · · Score: 2, Insightful

    It sounds cute, but they are still using toxins to do the job.

    They could burn the plants using pinpoint fire, or a really large magnifying glass, or concentrated syringes of ammonia -- short toxicity with a biologically friendly byproduct.

    Non-toxic and the plants will not build up a resistance

  27. organic! by xeno · · Score: 4, Interesting

    What a waste of technology! Think about it: They're going to go to the effort of doing a brute-force identification of weeds (i.e. looking at every plant in every row, instead of using a broadly-targeted agent). But then they fall back on an old-school method of killing the weed -- by poisoning. Yeah, targeted poisoning, but it's a refinement of an undesirable technology.

    Now, it seems to me that if you're going to the effort of imaging the leaves of virtually every stalk coming out of the ground, you ought to take the opportunity to do something very selective and low-impact to the surrounding plants. Like pull the damn thing out, roots and all. No expense of chemical agents, no breeding of resistant weed species, and it produces a product that people are willing to pay a premium for. I'm pretty sure that having weeds pulled robotically would not impact the qualification of a product as "organic." :)

    Just my $0.02US, but I'd sooner feed my kids methodically/robotically well-managed organic food than feed them foodstuffs protected by well-targeted herbicides and pesticides. Why play that lottery if you have the technological means to avoid it?

    --
    I think not...(*poof*)
  28. you need to go work on a farm by sickmtbnutcase · · Score: 3, Insightful

    Good idea, but what you are missing is the fact that the ground only holds so much in amount of nutients, water, etc, and even if some plants give back some nutrients to the soil while growing, the secondary plants will just be competition to the primary crop, resulting in stunted yields. Also, with the height that corn grows, it would be virtually impossible to grow anything in between the rows, since the corn would block all the sunlight to the shorter plants. The secondary crop would grow well until the corn grew taller than it, but in the end this hurts the very important early growth of the corn. This would also result in leaching of the soil, since there would be so much growing in such a small place, with neither growing to its full capability.
    Or...farmers can just continue rotating crops every year like they do and adding only as much fertilizer as needed, keeping their yields as high as possible.

  29. Did any Americans really read Silent Spring? by ratfynk · · Score: 2, Insightful

    The main problem with modern agriculture is not the use of herbacides or, in some cases, pestacides. It is their OVERUSE due to MONO CULTURE, so called organic or otherwise. You can bet the herbacide industry, because of falling revenues, modern intense (organic) cultivation, and rotation techniques is just trying to sell more new expensive targeted patent poisons.


    Problems caused by mono culture could, at least in part, be solved by robotics. The advancement of crop interplanting with targeted symbiotic and bio-chemical pest control of both invasive plants and insects with robotic aid is the way of the future farm.
    Efficiency problems inherent with large scale planting, spacing, monitoring and harvesting of intercropped plants is the main reason why Farmers are slow to adopt these tested techniques. The exception is greenhouse farming.


    Robotic intercropping research is not yet on the radar screen of the current American Government or the international chemical and industrial farming corporations. As long as mono culture dominates our food production, then we will keep up the vicious circle that is leading us to a silent spring.


    There is nothing wrong with using chemicals. There is everthing wrong with not understanding how to use them from an environmental perspective. Life is afterall an organic chemical process.

    --
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