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Managing crop production uncertainties and climate variability though a map- based system By Jean-Francois (John) Rochecouste Univ. of Qld. Brad Jones Bungulla Farming Pty Ltd James Betti Bungulla Farming Pty Ltd Acknowledgment :

Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

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Page 1: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Managing crop production uncertainties and climate variability though a map-

based system

By

Jean-Francois (John) Rochecouste Univ. of Qld.Brad Jones Bungulla Farming Pty LtdJames Betti Bungulla Farming Pty Ltd

Acknowledgment:

Page 2: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Case Study : Bungulla Farming

7,200 hectares of cropping

Average 320 mm Annual rainfall – sandy soils

Hard pan layer

Page 3: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Operating Economic Assumption 1 Price of oil to go up

Global Financial crisis effect

Diesel Price monthly retail (US cents/gallon)

Page 4: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Corresponding increase in the price of fertiliser

Operating Economic Assumption 2

Page 5: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Average gross income from wheat in 1997 was:1.4 X $193 = $270.2/hectare

Current price at silo Cambooya $320.00

19971998

19992000

20012002

20032004

20052006

20072008

20090

50

100

150

200

250

300

350

400

450

500Wheat prices in Australian dollars at Silo (annual average)

Dolla

rs (A

UD)

Operating Economic Assumption 3

Volatile grain prices

Page 6: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Despite some recent high grain prices in the last 5 years, grain farmers have averaged a -1.4%

productivity decline

source: ABARE presentation 2010 report to GRDC

Page 7: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Climate Risk

Median Precipitation change by 2030??

Suggested: “Decreases of around 5% prevail in winter and spring, particularly in the South-west where they reach 10%”

CSIRO, 2007, Climate change in Australia – Technical Report 2007

Page 8: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Proposed Management Action

Seek to develop a 2-3% increase in productivity per year and manage risks to protect productivity using

best available data

Page 9: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

How do we determine data needs?

Does data drive management? (often the case)Letting available data use up time because its interesting …

or

Let operational needs determine available data

Management determined that ‘data’ should support decisions at critical points of crop

production failure using a map based system

Page 10: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Why maps?

• Most suited for managing large geographical and spatially complex units

• Bungulla operates 68 paddock “portfolios”• Can now be digitally interactive

Page 11: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Critical points of Production failure – responsibilities for Jim (farm manager)

• Pre-plant operations – Weeds, moisture, crop option, fertiliser options, frost risk, supply line

• Planting – Prescription fertiliser, labour, equipment readiness

• Weed, pest and disease control – Link with Agronomists, application logistics

• Harvest & storage• Product supply• Staff deployment

Page 12: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Data options for production• Soil (nutrient, pH, structure)• Climate (temp., RH, evaporation, light)• Water (soil moisture, irrigation, water flow)• Topography (drainage, erosion)• Vegetation (vigour, biomass, weeds)• Machinery operation (fertiliser, pesticide, yield)

Page 13: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

1 MANAGING NUTRITIONExample

Page 14: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Yield maps

Page 15: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Mean relative yield – normalised from historical data

Page 16: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Stabilisation of yield pattern to check consistency

Page 17: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Operate some field trials if required

Page 18: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Fertiliser application to variable degrees of precision

Page 19: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Adding information to a farm map

Page 20: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Increasing Nitrogen Use Efficiency (NUE)

Old yield map

Modified Radiometric thorium section

Fertiliser prescription

Test yield results

constant

Page 21: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

2 MANAGING WEED CONTROLExample

Page 22: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

New potential technical applications: WEEDSEEKERS

Page 23: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

What it means to the farmerArea to be sprayed 264 hectares

Weeds Targeted

wild cotton, peach vine, milk thistle and

fleabane

Chemical mix 2.6l/ha (roundup max) + 4.0 l/ha (surpass)

Water rate 80 l/ha

Actual Usage 4.5%

Actual area sprayed 11.88 ha

Actual cost of chemical $583.30

Chemical cost normal spray $12,962.40

ACTUAL CHEMICAL SAVING $12,379.10

Page 24: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Weed maps?

Page 25: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

3 INTER-ACTIVE RELATIONSHIPSExample

Page 26: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

What’s causing this???

Page 27: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Critical Points of Production failure – responsibilities for (Brad J) owner

• Finance - Cash supply, stubble, crop options

• Environment (created externalities) – salinity, off-site movement of pollutants (drift & run-off)

• Climate (long term) – Rainfall, temperature

• Staff – maintain & train

• Personal

Page 28: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Crop options

Page 29: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

1 MANAGING FINANCE DATAExample

Page 30: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Sell to feed or keep stubbleHelps current cash flow but might compromise next crop

Forgoes present cash to supports next crop

Page 31: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Gross margin maps: $ return by area

Page 32: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

2 MANAGING CONTAMINATED RUN-OFF

Example

Page 33: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Evaluating environmental risks using Topography & vegetation

Page 34: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Summary

• Management & Operations communicate comfortably with maps

• Operation concentrate on PROCESS with feedback

• Management concentrate on big picture outlook

• Australia farmers are capable of adapting but it’s a TEAM EFFORT not a brain injection process

Page 35: Managing crop production uncertainties and climate variability through a map-based system - Jean-Francois Rochcouste

Thank you