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New innovations in spraying technology Andrew Landers Cornell University New York State, USA [email protected] www.effectivespraying.com

New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

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Page 1: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

New innovations in spraying technology

Andrew LandersCornell University

New York State, USA

[email protected]

Page 2: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

14 -May-2015 2-Jul-201522-Jun-201527-May-2015

Cabernet Franc

Measuring canopy volume

Key factor: know your canopy

Page 3: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

THE TARGETLeaves, fruit,

diseases, insects, variable canopy due

to growth stage, trellis or variety

SENSORSUsing a canopy sensor to monitor volume, density,

absence or presence.Sprayer: GPS will provide

location and speed

CENTRALCONTROLLER

Inputs, outputs and monitoring

LIQUID FLOWApplication rate,

pressure, nozzle size and number. GPS

location of spray & GIS mapping of spray use

AIR FLOWAdjustable, to match the

canopy via infinitely variable louvre system

µg/cm2

µg/cm2

Automated control

Page 4: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Ultrasonic sensors mounted on the sprayer

Llorens , J and Landers A.J. (2014) Variable rate spraying: digital canopy measurement for air and liquid electronic control. In: Aspects of Applied Biology 114. International advances in pesticide application. Pp 1-8.

Page 5: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Automatic canopy volume measurement

05/21 05/31 06/10 06/20 06/30 07/10 07/20 07/30 08/09 08/190.12

0.14

0.16

0.18

0.2

0.22

0.24

0.26

date

WC

R (V

)

eastwestaveragesevere hail storm

05/21 06/10 06/30 07/20 08/09 08/29 09/18 10/08 10/28

0.1

0.15

0.2

0.25

0.3

0.35

0.4

date

WC

R (V

)

eastwestaveragesevere hail stormnetting period

VineyardOrchard

The estimated density increased throughout the season but was not compared to actual density

Palleja T. and Landers, A.J, (2015). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyard. Computers and Electronics in Agriculture 115 (2015) 108–117

Using ‘sensors 2’ to measure canopy density (2014 data)

Page 6: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

• The frames have 4 horizontal bars, matching theultrasonic sensors’ height.

• Each horizontal bar has 6 marks spaced 10 cmapart

A probe is used to count the number of leaf layers

Automatic canopy volume measurement

Page 7: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

J

J

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Cabernet Franc

Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyard.Computers and Electronics in Agriculture (In Press)

Automatic canopy volume measurement

Using ‘sensors 2’ to measure canopy density

Page 8: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

o ‘Sensors 2’ results show a good correlation between PQA and ultrasounds.

o The signal is related to intrinsic plant characteristics, such as leaf size, leaf softness, branches, structure, etc

o Each species or variety has to be calibrated.

Automatic canopy volume measurement

Page 9: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Canopy density sensing allows changes in real-time

AirflowLiquid flow

Page 10: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Lechler Vario Select

30 PSI 40 PSI 50 PSI 60 PSI

#5 #4 #3 #2 #1

ST 110-01 0.087 GPM 30 PSI

ST 110-01 0.087 GPM 30 PSI

ST 110-015 0.13 GPM 30 PSI

ST 110-02 0.17 GPM 30 PSI

0

10

20

30

40

50

60

Volu

me

rate

(L/m

in)

Manifolds and Pressure

Liquid adjustment

Page 11: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Air flow regulation system

Lamont Fruit Farms (USA) used Croplands Quantum mist with SARDI fan sprayer in their apple orchard (2014 – 2016)

Page 12: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

E.D. signal and fan speed regulation from 0 to 100%

end of the row,turnaround

Croplands Quantum Mist with SARDI fans in apple orchard

Air flow regulation system

Page 13: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

GPS system (rtkGPS)

GPM Linecolor

1.77 - 3.5

1.5 - 1.76

0.51 - 1.49

0 - 0.5

Monitoring spray application for record keeping

RFID cards

BRISTOLID TECHNOLOGIES

Page 14: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

+Resistor

Light

emitter receiverPalleja, T, Landers, A.J., Llorens, J. and Gil, E. (2016). Real time spraying adjustments using in-canopy sensors to measure coverage. In: Aspects of Applied Biology 132. International advances in pesticide application. Pp 129-135.

Spray deposition sensor – in canopy

Page 15: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

UAV (unmanned aerial vehicle)

Page 16: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Water sensitive paper image analysis

http://agspsrap31.agric.wa.gov.au/snapcard

SnapCard

Page 17: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

PMapp

Powdery Mildew assessment & record keeping app

Powdery Mildew assessment training tool –www.pmassessment.com.au

Page 18: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

VitiCanopy app

https://itunes.apple.com/au/app/viticanopy/id1042914901?mt=8

VitiCanopy could be used when calculating ‘unit canopy row’

Page 19: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

The fear of technology

o Costs involvedo Breakdown/repairso Labour to supervise

o Look to others involved in agriculture

• Robotic milking equipment• Grading line equipment• Greenhouse automation• Field crop sprayers

Page 20: New innovations in spraying technology · Palleja T. and Landers, A.J, (2016). Real time canopy density estimation using ultrasonic envelope signals in the orchard and vineyar d

Spray related factsheets:

www.awri.com.au/industry_support/viticulture/agrochemicals/spray-application

Agrochemical ‘dog book’ online:

www.awri.com.au/industry_support/viticulture/agrochemicals/agrochemical_booklet

AWRI helpdesk – (08) 8313 6600 or [email protected]

Free offer for water sensitive paper – www.syngenta.com.au/awri

More information:

Wine Australia – http://research.wineaustralia.com

Australian Wine Research Institute - www.awri.com.au

Further information