Category Archives: Precision Agriculture

Orchard Drainage Surveys

The Smart Tools for Orchard Drainage project has completed key steps to prepare and implement inter-row land levelling. Terrain analysis has provided a clear indication that a gentle gradient could be developed along the inter-row with minimal soil movement. However, the effects of reducing ponding through slight land shaping would be substantial for management and health and safety in the orchard.

Orchard Contour Mapping

LiDAR data from Hawke’s Bay Regional Council and Gisborne District Council were used to assess the feasibility of inter-row land levelling in the orchard blocks of interest. LiDAR (light detection and ranging) is a type of airborne optical sensing that is used to generate a model of the earth’s surface. It let us create contour maps and look at ground profiles (Figure 1).

Figure 1: Steps for creating interrow profiles: a – LiDAR raw data showing bare earth points (brown) and above ground points (green) from rows of trees (note the difference in the frequency of green points indicating greater tree canopy in the bottom rows in the image); b – contour map created from digital elevation model; c – interrow profiles lines over aerial image; and d – example of an interrow profile

The inter-row profiles were used as a ‘first look’ to estimate the fall across the orchard and provide an indication of the approximate amount of soil to be shifted to remove and prevent areas of ponding.

We also surveyed using ground-based vehicles (quad bike or tractor) with RTK GPS (Figure 2). This system has a vertical accuracy of approximately 20 mm. Corrected elevation data were recorded along the inter-rows using WM-Drain. These data were also used to create accurate interrow profiles.

Figure 2. RTK GPS set up on ground-based vehicles at orchards near Gisborne and Napier
Figure 3: Comparison of profiles generated from LiDAR data (grey line) and ground based RKT survey (red line)

The comparison of the different methods of generating profiles has given confidence that LiDAR is useful for an initial block analysis.

Ponding maps

Two of the orchards were visited after a significant rain event (30+ mm over a weekend). Locations of ponding were collected using the ESRI Collector smartphone app and an EOS Arrow SBAS GPS with a horizontal accuracy of 30-40cm. The interrows at one orchard were covered by Extenday, which meant the areas of shallow ponding were difficult to identify (Figure 6).

Figure 6: Recording ponding areas in the orchards’ interrows after a significant rain event

A drainage analysis created in Optisurface was used as a base map to display ponding locations (Figure 7). After this rain event, the majority of areas of ponding appeared to be located within areas identified by the drainage analysis as areas where ponding would occur.  

Figure 7: Map of OptiSurface drainage analysis and measured ponding spots – brown represents drier areas and blue/purple areas of ponding. Points locate areas of ponding after a significant rain event
Figure 8: Example of ruts highlighting the issues of ponding and mud splash on the fruit.

The ponding locations were also compared to the interrow profiles. Although no formal analysis was completed, many of the ponding spots appear to match dips in the profiles (Figure 9).

Figure 9: Profiles generated from LiDAR data (grey line) and ground based RKT survey (red line) with ponding areas after a significant rain event identified (blue dots)

Rut depth measurements

The key measurement for monitoring the effectiveness of the different drainage treatments will be the formation of ruts. A sled has been specifically designed to measure and record the depth of ruts and the location within the orchard blocks, see Figure 10.

The sled uses a linear transducer to measure the difference in height between the bottom of the wheel ruts and the ground surface between the wheel tracks. The location is recorded using the SBAS positioning system with an EOS Arrow 100 GPS with a horizontal accuracy of approximately 0.3-0.4m. The data was recorded on a smartphone using an app, Rut-O-Meter. Points are recorded approximately every 0.2m depending on travel speed as the sled was towed by a quadbike along orchard rows.

Figure 10: Sled design to measure rut depth, measuring the difference in height between the bottom of the wheel tracks and the centre of the inter-row.

The average rut depth (of the left and right wheel tracks) throughout the trial block was measured prior to the soil being cultivated. An example of the rut depth along an orchard row and the corresponding elevation profile are presented in  Figure 11.

 Figure 11: Example of matching rut depth measurements (a) and elevation profile (b).om the rut measuring sled is presented in Figure 18. The measured rut depths appear to correspond to the drainage analysis (Figure 19) completed in OptiSurface.

A map from the rut measurements is shown in Figure 12. Deeper ruts are darker blue. Pale yellow is no rutting or the inter-row is lower than the wheel tracks. This compares well with the OptiSurface generated ponding map of the block (Figure 13).

Figure 11: Map created from the rut depth measurements from the trial block

Figure 13: OptiSurface drainage and ponding analysis from RTK survey of the trial block

Conclusions

  • Analysis of LiDAR data and ground based RTK elevation data has shown that land levelling should be possible with minimal soil movement.
  • The ground based RTK survey, with the GPS antenna on a 2m pole has proven that the connection is not interrupted through dense tree canopies.
  • The use of the SBAS system, a cell phone and EOS Arrow GPS receiver allows information to be recorded against individual trees, with an accuracy of 30-40cm, even in dense tree canopy.
  • The ponding areas identified in the orchard after a significant rain event appear to show a relationship to the OptiSurface drainage analysis.
  • The Rut-O-Meter mapping shows good agreement with the other surveys

Project work by Page Bloomer Associates for NZ Apples and Pears Inc and MPI Sustainable Farming Fund

 

LandWISE 2019: Rethinking Best Practice

22-23 May 2019
Havelock North

Do we really know why we farm as we do? Or are we constrained in ways we just don’t see?

Often our current practices have evolved over a very long time – thousands of years of human history, decades of technology developments. Remember the space shuttle and the horse’s rear? We’ve long forgotten some of the reasons behind what we do, so maybe it is time for a reset!

LandWISE was awarded four significant new projects that started in 2018. They cover enhanced GPS, precision drainage for orchards, nitrates in fresh vegetable production and herbicide resistance management. They’ll be among the topics discussed at LandWISE 2019.

LandWISE 2019 Platinum Sponsors

LandWISE 2019 Gold Sponsors

Thank you to our other sponsors…

LandWISE 2019: A Closer Look at Orchard Drainage

Orchard drainage isn’t just about shedding excess surface water quickly – although that is the main aim. Effective orchard drainage mitigates wheel rutting in the interrow which contribute to slips, trips and falls of orchard staff, and restrict orchard access by machinery at critical times of the year (such as harvest).

At LandWISE 2019 we will be taking a closer look at orchard drainage – and the tools and technology that are making it possible in existing orchards.

First up on the programme for Session 3 will be a progress update from Year 1 of Smart Tools for Orchard Drainage. From surveying growers, to analysing LiDAR data, and mapping puddles, there has been considerable progress made preparing for the land levelling work. We look forward to sharing this with conference delegates at LandWISE 19.

Ponding and Puddling: Comparing survey and computer generated ponding maps and the locations of puddles (white dots) after a rain event.

Following on from the project update, will be an in-depth presentation about the technical side of mapping land contours.

Technologies that have made the orchard drainage project possible include:

  • LiDAR (Light Detection And Ranging) a remote sensing method using a pulsed laser light to determine the distance to the earth from an aircraft that enabled us to create contour maps of existing orchards
  • ESRI ARC GIS, OptiSurface and other software packages for analysis and planning
  • RTK-GPS and drainage surveying and implementation software
  • SBAS (Satellite Based Augementation System) which allows us to get very accurate location on our smartphones when scouting

These technologies have a range of applications for horticulture, and have huge potential to improve the precision of our operations – whether in crops, orchards, or vineyards.

RTK-GPS mounted on qud bike and quad tractor (the funnest survey tool ever).

We’ll have our newly developed RutMeasurer available for viewing at the Field Session. We are using it toaccurately measure ruts in orchard inter-rows, and will be able to repeat measurements over time to assess the effectiveness of the different rut fixing approaches taken.

RutMeter – designed for the project to measure the depth and length or inter-row ruts

RutMeter in action at T&G orchard

We are looking forward to seeing you at LandWISE 2019. More info here, and the draft programme here.

Make sure you’re registered! – tickets available here.

 

Regenerative Agriculture – Research Programme to Explore New Pathways for Growers and Farmers

Manaaki Whenua – Landcare Research is leading a new research proposal called Regenerative Agriculture, and is looking for a variety of growers and farmers to participate.

The research proposal is seeking government funding to bring together cutting edge science and innovative farming practices that will deliver:

  • Greater profit for farmers and growers
  • Superior quality food and fibre
  • Reduced environmental impact
  • Resilience for farms, businesses, and families
  • Capability planning for extreme weather events

If you are a farmer or grower interested in being a part of this project, register your details here: https://goo.gl/forms/EPnTIgUfnNVA906o1

This research project will measure a large host of on-farm indicators of environmental, economic, and social sustainability. For the full list see: https://www.facebook.com/WhereToForNZagriculture

Environmental sustainability measurements will comprise soil and biodiversity values. Soils will be assessed by measures of: soil structural qualities, soil function, and soil toxicity. Biodiversity will be assessed by: earthworm counts, bird, insect, and aboveground plant species richness, abundance of root symbiotic fungi and much more…

Economic sustainability will be assessed through the farm profit metrics of plant DM per ha, and $ revenue/DM less input cost.

Production quality will be monitored in forages and crops through dry matter, total fat and protein content, vitamin C and E concentration, available carbohydrates, as well as heavy metal content. Aspects of food safety will also be included such as pesticide and herbicide residuals in forages and crops. Animal welfare measurements will be included in pastoral systems, via physiological oxidative stress of grazing animals.

Finally, wellbeing (a contributor to social sustainability) will be assessed via a multiple choice questionnaire for farmers to complete. For the full list of measurements to be included in this study, please go to: https://www.facebook.com/WhereToForNZagriculture/photos/rpp.419655358790231/419661105456323/?type=3&theater

These measurements will be free, and available to the farmer or grower as they are collected.

For organisations, businesses, scientists, or other non-farming individuals wanting to participate in the Regenerative Agriculture project, register your interest here: https://goo.gl/forms/2leCr8nbrrDbTESl2

For more information, please contact Gwen Grelet at GreletG@LandcareResearch.co.nz

Survey of Drainage Problems in Orchards

The MPI Sustainable Farming Fund “Smart Tools to Improve Orchard Drainage” project was initiated in response to extreme weather conditions experienced by pipfruit growers in the late season (March – June) harvest of 2017. It is co-funded by New Zealand Apples and Pears Inc.

A survey conducted over 3 weeks in November and December of 2018 covered 2,238 hectares of pipfruit growing orchards. Conducting the survey with growers via face-to-face interviews produced a greater number and depth of answers, however certain details were still difficult to obtain. Many growers were hesitant to provide or lacked confidence in estimations of the extent and area of wheel rut damage as a result of poor drainage.

To help with consistent assessments, we created a four panel photo scale of drainage issues found in orchards (see below). Growers interviewed considered the scale realistic and relevant. They felt able to correctly match problems areas in their blocks to the photos, but differed in their assessments of how much of a problem it might be.

The key impacts on operations identified by the survey were predominantly categorised into three areas; tree health, access, and labour. Almost all orchardists surveyed believed that poor drainage was contributing to poor tree health (either visibly or evident through low yield) or causing tree deaths (up to 10% in one extreme example). Many orchardists remarked on wheel ruts resulting in staff injuries (due to ladder slips in mud, tripping, or the impact of driving over uneven surfaces). Labour availability was also affected in severe cases where orchard ponding and ruts were the reason some contracting groups did not want to work at those sites. In all cases where extreme damage was present, access for sprayers, and tractors hauling harvest bins was impeded, and occasionally impossible. This meant that costs were incurred as a result of delaying harvest windows, slowing the pace of operations, and risking greater levels of disease at an already busy time of year.

Situational factors common among the orchards studied included:

  • Frequent passes by heavy orchard machinery for many months of the year (7 – 11)
  • Low spots in the in the inter-row were the worst affected
  • Shaded canopies associated with 3D training and mature plantings

The area affected was 44% of the area surveyed (1,479 ha).

Tree Health

Tree trunk width comparison on a poorly drained block
left: high elevation spot, right: low elevation spot

Tree health suffers as a result of poor drainage and water-logging of the soil. This was evident in the Motueka and Richmond site visits, where trunk diameter was clearly smaller to the untrained eye in low spots where ponding and wheel ruts were severe. The same observations were made during site visits in Nelson and Hawke’s Bay.

Other important comments included a noticeably lower yield from trees where drainage problems were evident, and some bins where mud had covered fruit during harvest resulted in a greater number of fruit rots in post-harvest storage. One grower also mentioned that the fruit on Fuji varieties developed russet in the worst affected areas.

Access to the orchard is critical at certain times to complete operational tasks. Where an orchard has particularly severe drainage problems the wheel ruts may be so extreme that tractor or sprayer axles drag through the mud, meaning that they are stuck or unable to enter the block. This has led to some orchardists hiring helicopters to apply fungicides when application during a specific time window is crucial. This is an expensive exercise, and is unable to be utilised for insecticide sprays, as the application method is not effective at reaching the internal area of the canopy. The mud and ruts from poor drainage make harvesting difficult and time consuming as tractors require towing (by another or multiple tractors) out of the mud when they become stuck.

Modelling Drainage in Orchards

As part of the MPI Sustainable Farming Fund “Smart Tools to Improve Orchard Drainage” project co-funded by New Zealand Apples and Pears Inc., we have been modelling drainage on case study orchards in Hawke’s Bay and Nelson.

Aerial images can show orchard canopy differences and indicate where tree growth is slowed or trees have died. This can be the result of poor drainage.

Aerial image of Illawarra orchard in Gisborne showing visible areas of missing and sparse canopy

We obtained LiDAR elevation data from the Hawke’s Bay Regional Council and Gisborne District Council which allowed us to create very detailed contour plans in ArcGIS – provided to us by ESRI and Eagle Technologies. An example is shown here, using LiDAR from Gisborne.

Detailed contour map of apple block at Illawarra in Gisborne,
created from LiDAR data provided by Gisborne District Council

We can see that the block should drain from the high left (brown) corner to the low right (blue) corner. But when we examine the ground profile along the rows, we see the grade is not even.

Uneven grade along the inter-rows stops surface drainage, keeping soil wet for longer and creating conditions for pugging and wheel-track rutting.

A similar story is seen in the Hawke’s Bay case study orchard. Using HBRC LiDAR data, another contour map was made.


Detailed contour map of apple block at Evenden in Twyford,
created from LiDAR data provided by HBRC

Again, inspecting the ground profile shows areas where surface drainage is held up, keeping soils wetter for longer.

Profile of inter-row showing areas where surface drainage is held by rising contour.

Our next step is to survey blocks with high accuracy RTK-GPS, measuring the profiles on the ground. We can use these profiles to design new inter-row profiles, and determine what cut and fill will be needed to ensure the rows can drain effectively. We will mount the GPS antenna as high as we can to avoid trees blocking the satellite signals.

A GPS antenna mounted on a 2 m mast to avoid signal obstruction. We have a 3 m mast option for larger, older orchards. The aerial connects the rover GPS on the quad, to a base station that determines and corrects for signal shift to give best possible accuracy

Many thanks to all the people at Illawarra Orchard, T&G Orchards, Bostock Orchards and to GPS Control Systems for your continuing support with this project.

Fit for Purpose Accuracy

SBAS GPS for Horticultural Farm Management

This project is investigating potential improvements in GNSS positioning accuracy using satellite based augmentation (SBAS) in various farming environments in NZ.

Put simply, SBAS is a system with a network of known land-based control points that provides correction signals to GPS units via satellite. The US equivalent is WAAS, the European equivalent is EGNOS.

The project focuses on testing the SBAS Technology, comparing it with commercial systems currently available (at different levels of accuracy). Through insights gained from growers, the economic benefit SBAS could bring are being assessed.

Vegetable growers view RTK-GPS as the Gold Standard and use it where precise positioning has value. Uncorrected signals are suitable for some applications but sub-metre is preferred. Handheld devices are often tried and generally rejected after disappointment, losing potential benefits of better management if better location data were available.

High accuracy RTK-GPS on both tractor and implement keeps weeders in correct position

Apple growers appear slower to adopt GPS technologies because they identify a gap between very expensive and unwarranted RTK-GPS and cheap inadequate alternatives.  Part of the reason is trouble getting good signals when working in large trees. The SBAS technology offers fit-for-purpose guidance and logging that could change the way growers use positioning technologies to enhance management and profitability.

A number of growers have tried SBAS technologies for both static point location and kinematic guidance. Static location is beneficial for recording points of interest such as diseased plants, weeds and harvest bin location. Kinematic guidance allows growers to track operations such as spraying, ensuring no missed or double ups.

We tested a few systems at the MicroFarm. Rings at RTK-GPS points, blue and white lines are runs using our Arrow100 with SBAS , yellow line is a Bad Elf with SBAS and the green line a smartphone GPS.The project is one of a number being funded under a joint Australia/New Zealand government initiative through the Australian CRC for Spatial Information and LINZ.

The team supporting LandWISE in this project includes

Smart tools to improve orchard drainage

Inadequate orchard drainage, highlighted during the 2017 autumn harvest period, is an extreme expression of a common problem that can occur anytime of the year. Muddy conditions increase disease, increase labour costs and hazards and increase storage fruit rots. Despite numerous attempts to rectify puddles and mud, the problem remains.  

LandWISE has joined with New Zealand Apples and Pears Inc in a project which has gained support from the MPI Sustainable Farming Fund.  Over the next three years, this project will draw on experience from other sectors and access to new precision agriculture technologies to address the problem through precision surface drainage, particularly in established orchards where it is especially difficult.

Orchard inspections have shown infrastructural factors are limiting surface drainage on at least 25% of the inspected orchard blocks. The microtopography in orchards creates ponding areas that stay wetter for longer. When sprayers and other traffic pass through, the surface is damage and soil smeared. This further reduces natural drainage and the problem spreads.

This project will adapt and pilot use of precision technologies to survey, design and implement surface drainage plans that minimise ponding risk and reduce these negative impacts. These will be supported by guidelines for wheel track management to provide a secure base for harvest traffic. This will become even more critical as the industry automation with picking platforms and robotic harvesters.

As well as designing effective drainage, we will determine the degree of compaction on orchard blocks and assess root development under the permanent wheel tracks.  We will develop ways to restore a good working surface in the inter-row that has strength to carry traffic without unduly compromising root development.

For more information, contact Rachel Kilmister Rachel Kilmister Rachel at applesandpears.nz or Dan Bloomer at LandWISE.org.nz

    

LandWISE 2018: Technologies for Timely Actions

In 2018, our sixteenth conference addresses the topic of “Technologies for Timely Actions”. We are delighted that LandWISE 2018 is officially part of Techweek, a festival amplifying New Zealand innovation that’s good for the world.

The intention behind Techweek is simple – New Zealand’s technology and innovation sectors are growing rapidly, and Techweek fosters that growth by providing a week-long opportunity for connection and cross-pollination.

Registration

Registrations for LandWISE 2018 are open and you can book your place via the Techweek link. LandWISE members can also contact our Conference Admin if required.

Programme

The draft programme will be released soon. Members will receive regular updates, but for now pur 23-24 May in your diary.  Then come along, listen, discuss:

  • How can managers and other decision makers get the information they need, process it, and decide what to do?
  • What is the information they need?
  • What tools help them make sense of it?
  • What’s available (or coming) to make it as easy and reliable as possible to do the right thing, in the right place at the right time?

It’s not just robots and computers : the quick Nitrate test promises rapid determination of available N while standing in the paddock – considerable help when deciding “do I put more now or can I hold off?” Combine that with smart crop zoning (that does involve computing) and maybe we can lift quality and reduce impacts.

We look forward to once again greeting delegates at the LandWISE Conference in Havelock North on 23-24 May 2018.

How to stay in touch

If you’re not already a subscriber, click here for the free e-newsletter. Remember too, members get conference discounts so click here to join.

2018 Technical Session: Implementing new technologies to manage crop health

The Technical Session is an opportunity for lead farmers, researchers and technologists to workshop a topic, hearing from different perspectives and seeking opportunities for collaboration.

Looking for answers – LandWISE 2015

In May 2018, the topic is “Implementing new technologies to manage crop health”. The day will start with presentations from lead farmers followed by presentations from research and tech perspectives. There will be much discussion, connections will be made and links forged.

The Technical Sessions are “by application” events with numbers limited to ensure good dialogue and quality discussion.  If you would like to be part of the 2018 Technical sessions, contact us and explain why you need to be there! (See below)

Programme:

Scoping research and farm technology needs and creating networks of people.

  • 60 second introductions (all)
  • Lead presentations
  • Defining future farm problems and challenges
  • Discussion of key issues

From an earlier event:

“LandWISE was one of the best forums I’ve participated in. The sense of goodwill and teamwork was extraordinary” Professor David Lamb, University of New England, Australia

Your investment for this event:

  • 2018 Conference Attendees:  $75+GST
  • Others: $150+GST

Apply and pre-register here>