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Research: Machine-Vision Guided Cultivation

Machine-vision cultivation is a commercial reality for vegetable growers, but is it improving integrated weed management in these crops? University of California-Davis research results, that appeared recently in Weed Technology, showed machines gained the upper hand over hand-weeding and cultivation of broccoli and lettuce during times of rainy weather.

Hand-harvested crops such as broccoli and lettuce are easily threatened by weeds. Uncontrolled weeds can result in lower yields, reduced quality, and decreased harvest efficiency.

The job of cultivating between delicate rows of vegetable plants can be done more precisely and faster with machine guidance. A computer processes 25 digital photos of a crop row to determine the centerline.Previous studies have shown higher rates of error in human-guided cultivation.

The current study timed how long it takes a laborer to hand-pick weeds versus machine cultivation. It also tested whether smaller amounts of herbicide or none at all could be applied to the crop with the use of machine cultivation. Reducing the use of herbicides would have economic and environmental benefits.

The many variables at play produced mixed results. Herbicides proved the most effective method against weeds. But with the heaviest use of herbicide tested, the lettuce yield was not improved—the herbicide also affected the crop’s growth. In rainy weather, when both hand weeding and machine weeding are difficult, herbicides again provided the best weed deterrent. In dryer seasons, machine cultivation was more effective than hand weeding.

In California and Arizona, lettuce and broccoli are grown year-round, and cultivation is an important part of the process. More accurate and timely cultivation may be the greatest benefit that machine-guided cultivation has to offer.

Weed Technology journal is a publication of the Weed Science Society of America. To learn more about the society, please visit: http://www.wssa.net/

Precision Agriculture Future is Here

Precision farming has come a long way since the military allowed civilian access to the NAVSTAR GPS constellation in 1995. We’ve gone from initial accuracies of tens of meters down to a couple centimeters. And now we’ve got receivers handling multiple satellite constellations, referred to as GNSS (Global Navigation Satellite System).

Topcon Precision Agriculture’s senior VP Albert Zahalka gave a talk recently about how the future of precision ag is here today, and the journey is just beginning. Some of the key points he made:

  • Receivers with GNSS technology will have fewer lost signals.
  • Today’s precision ag is about three key elements: saving time, reducing costs, and environmental stewardship.
  • Future: Massive user interface improvements will make operation simple without the need for a manual.
  • Future: Expanded telematics will allow users to remotely monitor critical operating conditions and status of machines whether in a field 5 minutes away or across the globe. You’ll be able to manage your farm from inside your home.
  • Future: Autonomous machine operation, already at work in the mining industry, will come to agriculture. Coming safety measures will allow for autonomous driverless machines to work in fields.

In the future, farmers will be increasingly reliant on accurate, dependable statistical information, which will then feed into integrated precision agriculture systems to deliver outstanding productivity and crop yields.

In the not-too-distant future, we’ll have a farmer sitting in his farmhouse, looking at his computer and saying to his wife, “Marge, we are going to do the planting today.”

Then he will press the “planting” button and his tractor (or tractors) will come out of the shed, head off to the fields and begin planting the right seed in the right location, in the right quantities for optimum growth, all with minimal human intervention.

And if there’s a problem or a machine breakdown, the farmer will be instantly alerted.

And as those crops grow and mature, we’ll have sprayers and watering equipment driving along in the farm field. It will see that one plant is not as green or thriving as well as the next, so it will apply a shot of water or nutrient as required.

That vision is still a little way into the future – but it is clearly the direction precision agriculture technology is going.

Read the entire speech.

AutoFarm ParaDyme RTK ReadyConnect Simplify CORS Network

AutoFarm’s new ParaDyme precision farming system comes complete with an integrated cellular modem for RTK accuracy with no base station when using the company’s unique, optional RTK ReadyConnect service.

RTK ReadyConnect allows ParaDyme users to access their state DOT CORS Network and receive RTK GPS accuracy without the expense of a base station, or without subscribing to an RTK tower network.

“AutoFarm’s RTK ReadyConnect service features totally factory integrated hardware which eliminates the hassle and expense of adding wireless. There’s no integration guesswork. No compatibility issues between devices. No boxes to add, cables to run, or antennas to mount. The service can be activated in minutes and when activated, it automatically finds the best signal available,” says AutoFarm Marketing Director, Deane Malott.

Because the system is factory integrated, and works with over 50 wireless partners across North America, it offers excellent flexibility. The customer can activate RTK only when needed and for the duration of time needed. AutoFarm has also just announced RTK ReadyConnect bundles that give the grower choices of 1-month, 4-month or 10-month activation. Because it is using multiple CDMA carriers, the ParaDyme system automatically and continuously picks the best available network as the vehicle operates in the field. In many areas, farms are covered by multiple carriers which means the ParaDyme system is less likely to lose signal.

Malott adds, “With optional RTK ReadyConnect, ParaDyme provides affordable access to subscription RTK networks that allow the grower to pick the duration that best matches his field operations, without having to get locked into a multi-year wireless contract.”

The ParaDyme system is the industry’s first single system solution to everything precision ag: planter control, application control, yield monitoring, data logging and management, plus hands-free GPS steering via WAAS, EGNOS, OmniSTAR HP/XP, and RTK. It is also GLONASS ready.  With factory integrated wireless, ParaDyme also offers a Remote Real-Time Service connection to the dealer in addition to the optional RTK ReadyConnect service.

For more information on the AutoFarm ParaDyme and RTK ReadyConnect, visit www.gpsfarm.com.

Precision Applications for Livestock

Crop farmers seem to get most of the cool tools when it comes precision technology, but there are definitely applications for livestock producers who want to keep track of their animals and make grazing areas more productive and that’s our topic for this edition of the Precision Pays Podcast, sponsored by Ag Leader Technology.

The Precision Agriculture Research Group (PARG) at the University of New England in Armidale has been studying the benefits of real time GPS tracking for monitoring livestock activity, according to Dr. Mark Trotter. “GPS tracking of livestock has been around for several years and a lot of research has come out of Texas, Oregon, Kansas and other places in the states,” Mark says. Mostly this has involved collars on the animals that store information which can be downloaded to find out where they’ve been. “But we are starting to see a shift towards real time GPS devices where the information is transmitted back to the researcher or producer to give them an idea of where their animals are in real time.” Mark says they have been demonstrating the value of precision technology in crop and livestock production through a project called Clever Cattle and Cropping Systems.

Mark and his PARG colleagues will be presenting some of their research at the 10th International Conference on Precision Agriculture July 18-21 in Denver. Listen to the podcast to find out more.

Subscribe to the Precision Pays Podcast here.

Listen to or download the podcast here:

Learn How CORS Network Can Fit Precision Farming

Insights WeeklyTo give you a better understanding of the CORS (Continuously Operating Reference Stations) Network, Bill Cran, GPS & Guidance Product Specialist at Ag Leader Technology, answered our questions about its use in precision agriculture.

1. Why should a grower consider the CORS network and technology?
• CORS is a service provided by some states, and in most cases is provided free or at a very low cost.
• CORS allows a user to have access to an RTK level correction almost anywhere in the state’s network as long as they have cellular access
• Rapidly becoming accepted at the end user level.
• Companies are adopting this new technology and producing hardware that will take advantage of it.
• Allows growers to have an RTK signal over a larger distance—to cover farms that may be spread out over 20+ miles. A traditional RTK base station would not cover this large of an area without moving the base station or using repeaters.

2. How does it work and what are the pros and cons of this technology?
• CORS is a network of base stations, strategically located throughout participating states. Position information is fed back to a central server where it is broadcast over the internet to anyone with a login.
• A user can create an account with the state and using an internet-enabled device, begin streaming the data to their RTK capable GPS receiver.
• Pro: CORS provides statewide RTK coverage.
• Pro: This service (from the state) is usually free or at a very low yearly cost. Iowa, for example, provides this service free of charge.
• Pro: More states are recognizing this technology and have plans to add a network if one is not already in place.
• Pro: In Iowa, base stations are Glonass capable, which provides better satellite coverage during times of the day when the US GPS satellites may not be enough (5 are required for an RTK fix). The rover receiver would also need to be capable of Glonass to take advantage of this.
• Con: Signal reception is dependant on cellular coverage and limited by the cellular data plan.
• Con: Since the signal is controlled by the state, there is always risk of outages that may not be fixed until the next business day. This is not very common, but it can happen.

3. How can a cell phone signal truly deliver RTK-correction accuracy? Or can I get any level of accuracy? And do I need another cell phone and use package?
• A cell phone with a data plan can use an application to configure the login information and begin streaming data.
• Most Smartphone’s are capable of doing this, but the user should check with their provider.
• Using the CORS technology, you can only stream RTK level accuracy at this point.
• Most users will have a dedicated cell phone or air card that will be used to stream data.
• In general, voice calls take priority over data, so if you are using a personal cell phone to also stream data, you run the risk of drops and disconnects when you receive a voice call.

4. Do I still need to keep my current GPS-corrected signal? What happens if the CORS signal gets dropped?
• If you are using OmniSTAR as your differential signal, you can upgrade a capable receiver to RTK level and use it with the CORS network.
• The receiver must be RTK capable in order to be used with a CORS network.
• The user should not have to keep the OmniSTAR subscription as a backup
• With the Ag Leader ParaDyme, if signal is dropped briefly, the system will continue to steer the vehicle and provide GPS until the connection is regained.
• ParaDyme also uses a “flex” technology that will drop back to the next most accurate differential signal until the CORS connection is regained. This allows the system to keep steering, without affecting accuracy. Since this transition happens gradually, the user does not see any position jumps in the field or with their steering system.
• ParaDyme will automatically try to reconnect if a signal drop is detected.

5. What does Ag Leader offer for hardware to use the CORS network and what are all the costs associated with using a CORS signal?
• Ag Leader offers the new ParaDyme roof array that uses a built-in cellular modem to connect to the CORS network and stream RTK data.
• This allows the user seamless access to the CORS signal with one piece of hardware, no additional cell phones, laptops or any other extra hardware in the cab.
• The ParaDyme user interface allows the user to configure the login information and select which of the CORS network data streams they want to use.
• The ParaDyme uses a CDMA (Code Division Multiple Access) modem that will allow the system to access any CDMA cellular tower (both Verizon and US Cellular use CDMA)
• Using the CDMA modem allows access to more cellular towers and better cellular coverage. CDMA is a digital signal, and it has been around since the early 90’s and is up to 15 times faster than analog technology
• Ag Leader offers a monthly access plan for $300/month. This provides a truly unlimited data plan with no worry of going over your monthly limit and incurring additional charges. It also allows the user to go month-to-month as their situation allows. Not everyone is probably going to use the network 365 days a year.
• Ag Leader also offers discounted 3 and 10 month plans at $750 and $1500 respectively. This gives the user more flexibility to get the work done within their timeframe.

6. How do I get started with setting up a CORS signal?
• First, contact the DOT in your state and see if they have a CORS network or are planning one. Here is an example map of Ohio.
• Second, get access to the network by creating an account. Most states with CORS networks allow you to do all this online. Check your states DOT website for more information.
• Third, configure your hardware, like ParaDyme, using the account information you get from your state DOT. An Ag Leader Dealer will be able to help with any setup questions.
• Finally, connect to the network and enjoy RTK level accuracy without being tied to the traditional base stations distance limits.
• Traditional 900 MHz base stations generally have a limit of 6 miles, line of site. A CORS network generally does not have limits on distance because there are base stations installed and covering the whole state.

2009 Top Stories on Precision Pays – Products

HAPPY NEW YEAR!

In our final installment of looking back at the top stories of 2009, here’s a list of newsworthy stories that featured new or updated products. I list the stories starting with the most current from December, working back to January of 2009. No ranking of importance is included…but feel free to post your comments about these products.

Lindsay Adds Remote Irrigation Pump Control

Trimble Adds Harvest Capabilities to Monitor

Ag Leader Welcomes Dealers To New Facility

Leica Offers Cost-Effective Lightbar Guidance

New RTK Module Receives Tower or Cell Signals

Topcon Launches On-The-Go Crop Nutrient Sensor

Six New Products From Ag Leader Technology

Raven Buys Interest in SST Software

Trimble Adds Modem To Enhance RTK Signal

Take Command of Planting With SureStop

New SMS Software From Ag Leader Technology

Deere Adds New AutoTrac Guidance Products

Trimble Expands Capabilities of FmX Display

Trimble Buys Farm Works Software

Trimble Acquires NTech and Greenseeker Technology

Deere Dealers To Offer Raven Products

Smart Nozzles Aid Precision Application

Raven Adds Planter and Sprayer Control

New GreenSeeker Precision Products To Save Fertilizer

Trimble and Tru Count Increase ROI

Technology Makes 120-Foot Planter Possible

Growers Learn More About APEX Software

RowSense Makes Sense

2009 Top Stories on Precision Pays – July to December

Yesterday, I provided my list of the “Best of Precision Pays 2009″ for  January through June. Today’s list of stories runs from July through December. And tomorrow, look for the top product-related stories of the year.

I hope you continue to find value in the information provided. And, as always, we appreciate any and all comments from our readers.

Enjoy. And have a fun, safe and happy New Year’s Eve tonight.

July
Planter and Sprayer Controls Make Precision Farming Pay
InfoAg Speaker Promotes Fertilizer BMP Needs
Virtual Weather Technology Helps Agronomic Decisions
InfoAg Talk: Soil Management Zones Increase N Efficiency
InfoAg Talk: Understanding Nutrient Variability

August
Precision Farmers Cut Pesticide Use With Seed
Add Precision Farming Promotion To Your Chore List
Yield Monitors: Extreme Value in Precision Farming

September
Precision Farming: How To Grow Your Technology
Free Satellite Images Help Spot Field Problems
Variable Rate Precision Farming – The Next Big Thing
Precision Farming And Water Quality Efforts

October
The Power Of Harvest Data
Researchers Using GPS To Cut Erosion With Waterways
Precision Soil Sampling Made Easier
Harvest Data That Keeps On Giving
Talk Precision Farming With Your Seed Dealer
Can Precision Farming Cure World Hunger
GPS Accuracy – How Accurate Is Accurate

November
Think About Saving Seed Input Dollars In 2010

December
Precision Farming Adoption And Payback
Precision Agriculture Starts At The Soil Level
Precision Farming 2009 – What We Learned
Technology Helps Farmers Plant And Fertilize More Precisely

Technology Helps Farmers Plant and Fertilize More Precisely

Precision guidance, autopilot and other precision agriculture technologies can give farmers yield advantages and input savings when implemented into certain cropping systems, said a Purdue University agronomist.

“Automatic guidance gives producers precision farming capabilities throughout the growing season by allowing them to map tillage operations and crop planting, spraying and harvest, and can help tailor fertilizer and chemical applications to avoid waste,” said Tony Vyn.

The most precise form of automatic guidance, real time kinematic, or RTK, is especially helpful to guide planting in strip-till corn systems. RTK guidance can help achieve precisely parallel strip-till passes in the fall or spring. The same guidance system can ensure the corn planter is centered on the strip-tilled berms, even if the planter is wider than the strip-till unit itself, and even if the berm positions are difficult to see in spring. Planting in the center of the berms helps achieve higher yields, especially in high-residue situations like corn after corn, Vyn said.

“When we’re talking about preplant nitrogen application in the form of urea ammonium nitrate (UAN) in either no-till or strip-till systems, precision guidance allows producers to plant corn either directly on top of the fertilized bands of the soil or at a precise distance away to reduce the risk of corn or seedling injury when higher UAN rates are applied,” Vyn said. “When preplant UAN exceeds 50 pounds per acre, it is safer to plant corn at least 4 to 5 inches to the side. This is another area where automatic guidance gives an advantage because it offers precisely parallel planting abilities.”

But automatic guidance isn’t the only precision agriculture technology that can increase producer efficiency. Take, for example, yield monitors, automatic planter row shut-off and automatic sprayer boom control.

Data from yield monitors can prove a need for tiling and show how it will pay off in specific fields. Both automatic planter row shut-off and sprayer boom control prevent overlap, and thus help producers improve the bottom line by decreasing waste.

The most important aspects of the advanced guidance and other precision technologies are more than just cost alone.

“Sometimes with precision technology, the challenge is for farmers to stay sufficiently alert in the tractor or the combine,” Vyn said. “Although automatic guidance helps farmers to work longer days, and although the improved ability to monitor implement functions helps farmers make fewer mistakes, the guidance technology is no substitute for doing all field operations with sound agronomy.”

When choosing an automatic guidance system, or any other precision technologies, there are a few tips Vyn said producers should keep in mind:

* Assess the farming operation before investing in precision agriculture tools. Decide what level of precision is needed for each field operation, both within a season and from year to year, and what financial benefits the technologies will bring to a specific cropping system.

  • Make sure the system purchased has upgrade capability, as new technologies continue to come into the market.
  • Less expensive systems won’t save producers as much as the higher quality guidance and monitoring systems.
  • Review the compatibility of the precision technologies with the current equipment and planned replacement equipment.
  • Look for a dealer with experienced precision farming technicians who can assist with any questions or issues producers may have.

Nebraska Technology Conference Coming in January

All agricultural technology enthusiasts are invited to attend the 10th Annual Nebraska Agricultural Technologies Association Conference (NEATA), January 27-28, 2010 at the Midtown Holiday Inn, Grand Island, NE.

Pre-conference programs will focus on Optimizing Pivot Irrigation Management (9:00 to 4:00) and Social Media Applications in Agriculture (1:00 – 4:00) will be offered the afternoon of January 27.

The conference opens Wednesday evening with Dr. Raj Khoslo, Precision Agriculture Specialists, Colorado State University, discussing Precision Nutrient Management on Site-specific Management Zones, followed by Bill Kranz, Irrigation Specialist, University of Nebraska-Lincoln addressing Monitoring Irrigation Water Application with Computerized Controllers.

Thursday morning opens with international guest and precision agriculture expert, Sam Tengrove, Australian farmer, sharing Adoption of Precision Agriculture by Australian Grain Growers. Additional general sessions offered include Broadband: Who Needs It?, Mapping Evapotranspiration with High Resolution and Internalized Calibration (METRIC), and Global Perspectives of Site-specific Weed Management.

Twelve concurrent sessions addressing a variety of emerging agricultural technology topics will also be offered on Thursday. The concurrent sessions in the Ambassador room will be hands-on workshops. See the conference brochure.

Up to 8 CCA credits are available for conference participants with an additional 6 CCA credits available to those who attend the Optimizing Pivot Irrigation Management pre-conference workshop.

More information is available at http://neata.org.

Precision Farming 2009: What We Learned

Insights WeeklyIn general, the past year in the world of precision agriculture has been one of consolidation among industry players. “We’ve really streamlined into 4 or 5 major players in precision ag,” says Matt Darr, Iowa State University Ag Engineer.

“Rather than a lot of companies that offer a segment of products, we’re getting down to a core set of companies offering full-service solutions—products for every type of ag operation,” he says

For example, Darr cites the recent Ag Leader and AutoFarm partnership. “And Trimble purchased numerous smaller precision ag companies to fill out their portfolio of products (like Farm Works software, NTech GreenSeeker and Tru Count).”

From a technology introduction standpoint, there haven’t been a whole lot of truly new products in 2009, according to Darr. “The largest growth segment of products has probably been in the area of CORS-compatible GPS equipment. Trimble, Topcon, AutoFarm—they all have CORS-based capabilities,” he adds.

Impact of CORS? There’s more and more grower interest. “I always tell growers that CORS isn’t going to provide a better RTK solution, as the accuracy of a single base solution is still governed by the distance to the base station, just like traditional RTK. What it does is bring coverage to every farmer in the state Iowa (and in other states that have CORS network),” Darr says.

It wasn’t but a couple years ago that it cost $50,000 for an RTK system—not even including the cost of auto-steer. Today, you can get a complete CORS auto-steer system in the tractor for $15,000 to $17,000.

Coming in 2010. Darr says we’ll continue to see expanded interest in CORS network products. “Auto-steer will continue its rapid adoption, because the efficiency, the savings and intrinsic benefits of less stress and greater productivity in the cab will drive sales.”

As the price of agricultural fertilizers begins to increase again, he sees an increased interest in nutrient management and variable-rate products. “There continues to be a need for real-time sensing of nutrients. These products—GreenSeeker (Trimble), OptRx (Ag Leader) and Crop Spec (Topcon)—are still very young in their developmental stages. These technologies have huge potential to make an impact on both the economic and environmental aspects of agriculture,” Darr says.

“The perpetual rising price of seed will continue rapid adoption of the DirectCommand AutoSwath-type products that provide pretty immediate payback on seed and chemical savings. A $300 bag of seed equals $120 per acre seed costs. An auto-steer system and planter unit control will save a minimum of 2 percent (not including possible variable-rate seeding savings), which equates to $2,400 per year over 1,000 acres,” he adds.