Category Archives: Precision Agriculture

Six Simple Steps to Precision Agriculture Adoption

From Grower Magazine November 2009

Precision Agriculture, or ‘information rich farming’, is a rapidly increasing part of New Zealand crop production.   Precision Agriculture is allowing growers to be more efficient with inputs and lift their profitability while making their farming more sustainable.

Sustainable profitability is why many growers in New Zealand are adopting Precision Agriculture.   Some vocally promote it but others prefer to keep quiet about the advantages.

LandWISE is working with farmers who are making Precision Agriculture work for themselves in different ways.  A wide range of technologies are being adopted, examples being;  GPS, auto-steer, mapping systems, optical sensors and variable rate application technologies for spraying, fertiliser and planting.

Each time they master one step, a new set of opportunities appears. “I couldn’t even perceive what I might be doing with this when I started.”

It seems there is something for everyone.  If you are going to be part of this, what steps might you take?
Let’s chart a grower’s progress in adopting Precision Agriculture:

1.    Acknowledge that you have probably already started!

A principle of Precision Agriculture is to identify and manage zones.  If you are a farmer in New Zealand, you’ll already think at paddock scale, and recognise that paddocks are different to one another. You will be aware that different parts of your land perform differently.  Some areas hold less water, are ready to work sooner, warm up quicker but dry out first. Paddocks may have sandier or deeper soils or have a different aspect or weed cover. They have different cropping histories.  You probably soil test and fertilise accordingly.  If you use this knowledge to make decisions about inputs, timing or management, then you are already operating with the basics of Precision Agriculture.

2.    Get spatially aware and more precise

LandWISE farmer Tim Macfarlane is routinely using PA tools on his farm in Canterbury.   “The basic technology is simple and it lets us do things we otherwise couldn’t.  My first step towards PA was to accurately map the farm using a hired GPS unit.  I then had confidence in ordering fertiliser and seed and a sound basis for assessing yield information”.

Tim’s tractors now have GPS guidance for cultivating, planting and spraying in his mixed cropping and fresh and process vegetable operation.  We watched Tim using high accuracy auto steer to make a second planting of male plants for specialist seed production, and the final row was precisely on line.

3.    Ask yourself whether you would like to increase farm input efficiency.

Increased input efficiency means producing more for less.  Ideally, lifting yields while reducing labour, fuel, fertiliser, seed or chemicals to grow your crops.
Driving straight lines often gives the biggest immediate payback. The fatigue reduction is enough reason in itself, but the follow on advantages provide efficiency gains and the ability to do things in new ways. Some LandWISE vegetable growers using GPS to guide their cultivation and establish permanent beds are saving in excess of 50% of their fuel bill, as well as reducing labour and other inputs.
Variable Rate Technologies (applying different inputs based on variable crop requirements), show a lot of promise.   LandWISE is working with growers to determine how they can gain advantage from such tools.

4.    Understand your own farm better.

Where are your best and worst yields?  Why?
Identifying zones on your farm may support better decision making.  Google earth, aerial photographs and topographical and soil maps are a good place to start. Can you use other information to categorise these zones?  Soil maps and experience may hold clues to the causes of differences.

Electronic crop sensors are being used with GPS to plot differences in ‘colour’ across a crop.  Your eye is a sensor too.  You may start with a hand held GPS, mapping areas you know to be different.  Then you can inspect and sample your soil, crop, and weeds to better understand the zones, and your farm.

A number of LandWISE farmers have scanned paddocks using electromagnetic sensing tools (EM38) to identify soil zones. One goal is to map water holding capacity for irrigation management, a process that requires field sampling in different zones.  There is a lot still to learn, but the benefits are already apparent.

5.    Get information, Get together

Seek out neighbours who are already practicing precision agriculture and ask if you can see what they are up to. There are people at all stages of adoption across the country.  LandWISE is working with farmer groups from Pukekohe to Canterbury. Keep an eye out for a LandWISE event near you.

Dan Bloomer at LandWISE has seen how precision agriculture is making farming more interesting and fun, as well as lifting farm profit and sustainability.  “At LandWISE we get to work with a bunch of growers, who are very enthusiastic about the gains they get.  And they do this while they learn and share information.  Everyone wins.

Hugh Ritchie is sharing equipment with his contractor and his neighbours to speed their adoption and share engineering costs in arable and vegetable cropping.  “We know we want to adopt controlled traffic farming, to take better care of our soil and save costs.  Sharing the investment in technology means we can all get there faster” says Hugh.

6.    Join LandWISE

LandWISE farmers support each other to move forward and learn about Precision Agriculture.  A major Sustainable Farming Fund project, supported by FAR, HortNZ, Farmlands, Ballance, and several Regional Councils has twelve development sites in operation across New Zealand.

LandWISE has a major annual conference in May and field events during the year. We are currently establishing local precision agriculture discussion groups for members.
The LandWISE website www.landwise.org.nz contains information on current members, articles on precision agriculture and many resources and tools.  It is also a place to comment, chat and ask questions about where to go to learn more.

LandWISE hold field walks and Precision Agriculture discussions in Pukekohe, Gisborne, Canterbury, Hawke’s Bay and Levin.  If you share an interest in Precision Agriculture you are welcome to attend.
Visit the website to learn more, or contact James direct on 06 6504531 or 0272 757757.

Evans Farm Precision Agriculture Field Walk, Canterbury

On Monday 16 November 2009, a field walk was held in conjunction with FAR, at John and Jack Evan’s farm in Dorie. This is an Advanced Farming Systems Project farm and includes a strip tillage trial.

James Powrie and Dan Bloomer spoke about the LandWISE Advanced Farming Systems project, what the various farmers are achieving with Precision Ag and the benefits of Controlled Traffic. About 35 visitors attended and saw John’s Trimble GPS guidance at work in mechanical weeding of beetroot seed. And then viewed the strip tillage trial which is in carrot seed production.

John spoke frankly about the warts and all of adopting Precision Agriculture. The principle benefits to him are in reducing overlaps and wasteage and in being able to solve weed control and herbicide efficacy challenges by mechanically weeding. As he becomes more precise with planting, he finds that his demand is lifting for still further precision, so that he can weed closer and faster.

Thanks to John and Jack Evans and FAR.
For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

Auckland Region Precision Agriculture Field Walks

On Thursday 19 November a LandWISE field day started at 10am at NZ Fresh Cuts at Mangere, South Auckland.
Chris Butler described the adoption of a permanent bed system in their salad growing operation.

GPS use and Controlled Traffic Farming have evolved there, to the point where fuel savings of about 50% are being gained over conventional practices. A reduction in the number of cultivation operations has been made possible and this has the benefit of allowing more crops per season on this property.

The next challenge is in optimizing Nitrogen fertiliser efficiency, which will enhance their profitability dramatically.

The use of NDVI sensing will be explored as part of the LandWISE project at this site. This will be with the support of Agri Optics from Canterbury.

Lunchtime Presentations on the Advanced Farming Systems and Holding It Together projects were given by James Powrie- LandWISE and Paul Johnstone- Plant and Food Research at the Franklin Centre in Pukekohe.

In the afternoon about 20 visitors saw the AS Wilcox and Son permanent bed trial in Pukekawa. Wilcox’s are trialling controlled traffic and permanent beds in a 3 year trial in potatoes, onion and oats. They aim to gain in soil quality, efficiency and a reduction in harvest cost by reducing compaction. They also talked about their journey in adopting and now expanding the use of GPS in their cropping operation.

Thanks to Plant and Food Research, AS Wilcox and Sons and NZ Fresh Cuts.
For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

Precision Ag in Vegetables – November Field Walk in Levin

On Tuesday 24 November 2009 an Advanced Farming Systems and Holding It Together Project update was given by James Powrie- LandWISE and Paul Johnstone- Plant and Food Research. The update was held at Levin RSA following on from a HIT project team meeting.

In the afternoon this was followed by a field walk to Woodhaven Gardens where Antonia Glaria showed 15 visitors their trials in Controlled Traffic farming and Permanent beds for Fresh vegetables.

Early improvements in soil structure are encouraging as soil structure recovers with a reduction in wheel traffic and cultivation. Furrow diking was also observed and HIT project sediment traps were visited by the group with discussion on amelioration of the effects of soil loss in intensive vegetable cropping.

Furrow diking is having the effect of reducing ponding and enhancing infiltration at this farm.

Thanks to Plant and Food Research and Woodhaven Gardens.
For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

LandWISE Gisborne Field Walk

On 1 December about 20 visitors walked the paddocks at Opou Station, Manutuke, near Gisborne.

This field walk was courtesy of David Clark and gave local farmers and industry people a chance to view his Precision Agriculture program in maize. 8 seasons of controlled traffic have benefited soil structure, biology and profitability at this site, along with a 50% reduction in fuel use. Fuel savings are due to the heavy cultivation operations becoming redundant after wheel traffic was isolated to permanent tracks using GPS.

David and Stuart Briant spoke about their adoption of GPS to control traffic and reduce overlap in their mixed cropping and specialized seed growing operation. They have passed the teething stage and are seeing benefits in efficiency and operator comfort.

Thanks to Clark Farming and F&D Briant for their support of LandWISE and this event.
For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

Foundation for Arable Research Combinable Crops

On 3 December 2009 FAR held their Combinable Crops Field Day at their arable trial site in Chertsey in Canterbury.
420 attended and saw presentations on technology, cropping, water and Precision Ag.
Speakers included Carolyn Hedley from Landcare Research on Precision Irrigation, Ian Yule from NZ Centre for Precision Ag, along with FAR presenters, Andrew Curtis from Irrigation NZ, researchers and farmers.

James Powrie and Dan Bloomer, spoke on the Advanced Farming Systems project and strip tillage.
Jim Wilson, Precision Ag specialist and arable farmer from UK was the keynote speaker, on crop sensing, zonal management and variable rate and his presentation is here as a separate posting.

Thanks to FAR for the high quality of this event and for assembling an audience who are showing more and more interest in Precision Ag.
For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

Precision Ag field day, courtesy of Craige and Ros Mackenzie, Methven

On 4 December FAR and LandWISE hosted a field walk at the farm of Craige and Ros Mackenzie in Methven. Jim Wilson spoke on Precision Ag and Crop sensors and the application of this technology in his native Scotland.

The session was a general exploration of what Craige has been doing with PA. A demonstration was given of the Weedseeker sensor. This involved a spray boom mounted on a quad and successful spraying of weeds laid out on the yard, after each sensor tripped its adjacent nozzle.

Craige then showed the group some crop sensor trial work he has done with the variable rate application of growth regulants and fungicides to good effect.

Craige has been sufficiently convinced in the value of crop sensors that he has established a Precision Ag equipment company called Agri Optics in partnership with his daughter Jemma. They will supply Weedseeker and Greenseeker products to NZ farmers.

Thanks to Agri Optics, Craige and Ros Mackenzie and FAR for hosting this event.
For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

FAR and LandWISE Precision Ag field day at Lawson’s Organic Farms in Hastings

On 8 December FAR and LandWISE co-hosted a Precision Agriculture and Advanced Farming Systems session at the Centre for Land and Water. Jim Wilson from Soil Essentials in the UK, gave a presentation on crop sensors and variable rate management to a group of 28 farmers and industry representatives.
Case IH sponsored lunch for the group at the Centre for Land and Water.

After lunch the group reconvened at Lawson’s Organic Farms to view Scott Lawson’s high tech organic operation in Ngatarawa road. Scott is using GPS to guide his cultivation in a seasonal controlled traffic operation in fresh and process vegetables.

Thanks to CASE IH, FAR for support of this event and True Earth Organics for hosting the field walk.

For further information: Call James on 06 6504531 or 0272 757757, email james@landwise.org.nz or see www.landwise.org.nz for updates.

Jim Wilson Speaks at the Foundation for Arable Research Combinable Crops Day

Jim Wilson is a farmer and also runs Soil Essentials, which is a Precision Ag and agronomy consulting company in Scotland. He came to NZ this month to speak at FAR Combinable Crops day and has been hosted by FAR and LandWISE to speak at numerous field walks and events while here.

The FAR Combinable Crops day is an annual event, and is a great place for Arable farmers to catch up on new technology and research in agronomy. Over 420 people attended the event at Chertsey this year, which is a new record.

Jim’s take home message was simple:

“Precision Agriculture (PA) is common sense.  Fields and crops are variable, yet we tend to ignore this when managing them.  I first got interested in the early 90’s when harvesting a field of spring barley.   The yield could change from 3 tonnes/ha to 10 tonnes/ha within 20 metres.  As it had cost the same to grow the low yielding as the high yielding area, I was losing money on the low area.  How can we change this?”

Jim spoke about how fields are variable and crops are variable and yet we treat them with blanket prescriptions of fertiliser and agrichemicals. This means we are losing money and wasting inputs on low yielding areas.

Low yielding areas cost the same to grow as high yielding ones. The other side of this is that we are under applying on the high yielding areas.

Some variability is inherent (e.g, variable depths of subsoil and topspoil) and some is man-made (like heavily fertilised areas where the truck is loaded, where mistakes are made or the where last part load is repeatedly spread in a paddock). In areas where crops grow better year after year, they remove more nutrient.

Poor yielding areas can lead to surpluses of unused nutrients in the soil. These can lead to problems in some cases. In all cases the surpluses represent waste. In high yielding areas removals can lead to a deficiency and if can lead to the nutrient in question becoming a limiting factor. This can lead to high yielding areas becoming low yielding areas.

These effects can add to the variability, and result in lower average yields per unit of input. Precision Agriculture offers some new options and Jim explained how we can use our eyes and other tools to create zonal management to address this variability. When we address variability with Precision Agriculture, we make improvements into the future.

Yield mapping

This is an excellent tool to quantify and locate limiting factors in your crops. Yield maps are useful for strategy, especially when multiple years are layered together. Their limitation is that they give you information too late for the crop they represent. Yield maps are excellent when reviewing what works or doesn’t work on your land.

Soil sampling

This can be used as an aid to finding limiting factors.  A basic strategy is to sample known high and low yielding areas. If you find significant variation between these you may choose to sample on a grid and then use the resulting map to program variable rate fertilising. A start point may be to split each field according to old field boundaries then split each into low medium and high yielding areas for sampling.

Soil EM mapping

Soil EM sensing such as EM38, measures the apparent electrical conductivity of soil. This is influenced by the amount of salt, water or clay in the soil. To achieve the most robust picture of soil texture (and likely water holding capacity) an EM survey is best conducted with the soil at or near field capacity. The EM map can then be used as a basis for placing soil moisture probes and for scheduling variable rate irrigation.

So What can I do once I find poor yielding areas?

Variable rate lime can be applied according to sampled ’tiles’. Jim uses a 50 by 50m grid with a number of samples aggregated from each ‘tile’ in the grid.

P and K variable rate applications can be designed by calculating offtakes from yield maps. Where high soil levels occur, an option is to apply none in that year.

Seed can be variably sown if soil moisture, or pests such as slugs are a problem. This has been found to dramatically increase yields for little cost.

These responses to poor yielding areas can correct variability. In some situations, causes can not be found or are too expensive to correct. In these cases a choice has to be made, either to stop farming these areas, to grow a different crop there, or to reduce the growing costs and bring them back into profit.

What about crop sensors?

Because the tools described above are based largely on crop history, the arrival of crop sensors brings some exciting options. Each plant becomes an indicator of present soil, water and nutrient conditions. The various sensors use a combination of visible and near infra red light. The use of the NIR band means that problems can be seen 7 to 10 days before they are visible to the eye.

A common index called NDVI (normalised distribution vegetation index) is calculated from the difference between red and near infrared bands.  Sensors can be fitted to machinery and gather NDVI data with each pass over the crop and this allows comparison with other maps to record changes during a crop cycle. This is known as scouting.

Before using sensors for making decisions about N applications, it is important to eliminate other limiting factors. If N is not the limiting factor, overapplication can result. This is a waste of money and can lead to increased risk of leaching.

In the UK, variable rate Nitrogen applications have been found to return 25-35 UK pounds per hectare. Another benefit is that crops are much more even and less prone to lodging, which makes harvesting quicker.

Conclusion

Jim suggests you approach Precision Agriculture in a structured, planned way.

  • Check that you have enough variability to justify the time and money you will spend.
  • Identify and correct as many growth and yield limiting factors as possible, using your eyes, agronomy and other tools available to you.
  • Target your biggest costs first.
  • Reduce crop growing costs in remaining low yield areas.

Once you have the main limiting factors corrected, look at using real time sensors for crop scouting and for programming variable rate nitrogen applications.

For more on this topic and Jim’s services visit www.soilessentials.com, also have a look at the LandWISE website www.landwise.org.nz or for Australian work on the subject, see www.spaa.com.au.

Guest Post: Dr. Craig Ross on Levelling Sand Dunes To Improve Crop And Irrigation Performance

By Dr Craig Ross, Landcare Research, Palmerston North

These are my observations on re-contouring sand dunes to improve crop and irrigation management on the sand dune country of the Dalrymples’ Waitatapia Station, Bulls.

Hew and Roger Dalrymple have recently started levelling low sand dunes for farm improvement. Paddocks in sand dune country have very variable soil patterns, with generally shallow topsoils over raw sands on the upper parts of the dunes, deeper topsoils on the lower dune slopes, and often peaty soils, sometimes with underlying iron pans and silty layering in the inter-dunal hollows. The aim of re-contouring is to even out the soil pattern and change the contours to gently rounded or more flattened slopes that follow the natural lie of the land.

Why re-contour low sand dune country?

• Re-contouring the land to flat or gently rounded slopes improves the operation of centre pivots
• A more uniform soil pattern improves irrigation efficiency (water use) and crop performance, and particularly can provide a more even pattern of when crops mature
• Plus the obvious improvements to farm management (drainage, fencing, vehicle access, cultivation, sowing, and harvesting, etc.).

The Process

The Dalrymples use imported tractor-towed scrapers (pictured) to remove and replace topsoils. The equipment has high accuracy GPS and geo-referenced mapping for controlling the stripping and re-spreading operations.

 Topsoil (and peaty material in hollows) is stripped from an area of paddock and stockpiled for later re-spreading. Sand from the low dunes is removed using the same equipment, leaving them flattened or rounded. A bulldozer, which has lower ground pressure than the wheeled tractor and scrapers is also used in some areas.

The sand removed from the dunes is re-spread in the hollows to provide the flat to gently rolling contours. Topsoil is then returned to the re-contoured area, spread more evenly than before, mostly to about 100–200 mm depth. Final seedbed cultivation (using closely spaced discs and tynes) precedes sowing. 

The final stage is to ensure good drainage. Open drains are dug to about 2 m depth at about 100 m spacings after the re-contouring.

Potential Problems

Topsoil damage

Topsoil in the core of stockpiles becomes temporarily anaerobic and may have patches of grey or greenish-grey colours with a pungent odour. However, research has shown that the topsoil recovers quickly when re-spread, although there may be a small flush of ammonium.

Earthworm populations can also temporarily diminish but populations are usually low in sand dune soils and should recover in time.

The main damage from topsoil stripping and re-spreading is soil structural damage from machinery compaction, burial in the stockpile, and mechanical handling. The sandy topsoils on Waitatapia Station tend to have not well aggregated, single-grained structures and thus structural degradation is not really an issue. Compaction can be a problem but seedbed cultivation relieves this.

Hew Dalrymple is planning to minimise topsoil handling and damage through operations planning. Topsoil stripped from an initial area will be stockpiled. After re-contouring, topsoil from the second area will be spread on the first. This pattern will continue, with the initial stockpile being spread on the last re-contoured area.

Nutrient availability

Some of the re-contoured area is being converted to cropping from pine plantation. Stumps are removed (they could also be ground using appropriate machinery) and the wood slash is minimal.  It will soon become broken down by natural decomposition.

Because decomposition of woody carbonaceous slash uses up some of the soil nitrogen, higher than usual nitrogen fertilizer is required. Mulching the slash is an option, if the appropriate machinery is available. 

Soil type implications

Sands

Normal cropping on re-contoured sand country should work well because soil structural damage is minimal and easily remedied by cultivation. However, soil structural damage on re-contouring silty or clayey soils is generally more severe, requiring a period of restorative pasture before cropping is recommended.

Silts and clays

A common problem in re-contoured land, especially on silty and clayey soils, is layering at the interface between natural and re-spread soil materials. Compaction at the interface inhibits soil drainage and root penetration. It can be remedied by scarification (cultivation) before adding re-spread soil, or by subsoiling after re-spreading.

Buried soils

Sudden textural changes and buried topsoils or silty layers also create these problems,  but can be overcome by cultivating before re-spreading sand or topsoil or subsoiling. Buried topsoils should be stripped and added to the topsoil re-spreading.

Waitatapia

Most of these problems were not observed in the sand country at Waiatatapia. There were, however, small patches of underlying iron pans, silty layers and buried humic topsoils.

Patchy iron pans in the underlying sands occurred in some small areas. Ripping to break up these pans will help drainage and root penetration. In effect, ripped iron pans will behave rather like a stony layer.

Ripping may not work as well for buried silty layers because they will re-consolidate. Instead, cultivation (ripping) of the silty layer may be beneficial by mixing it with sand.       

It is early days for the Dalrymples’ re-contouring of low sand dune country in the Manawatu. The cost-benefits of levelling the dunes will become known after two or three seasons.   

.pdf version of this report available here:

Dr. Craig Ross Report on Levelling Sand dunes