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Cropping for reduced climate
                    change: reducing emissions
                            from N fertiliser use
                    Daniel Kindred, ADAS Boxworth
                                  daniel.kindred@adas.co.uk

                 Farming Futures event 5 March 2010




www.adas.co.uk
Agenda

 The problem – N fertiliser

 Possible solutions

    Revising N management

    Low N varieties / species

    Designing N efficient systems

 Conclusions
Simple N cycle
                                                                     Offtake
            Deposition
                                 Volatilisation

                                 N             organic
                             fertiliser        manures




                                                    soil
                                                  organic
                                                  matter
                  Fixation
                                                    Mineralisation
                                          Immobilisation

        Denitrification
                                                 Soil
                                               Mineral N
Soil N Supply = N available for crop                     Leaching
uptake through the season, but not
coming from N fertiliser or manure in
that season
GHG costs for crop products
  Tonne of Wheat Grain                     Loaf of white bread
                                                    Transport
              Grain                             Loaf of white Bread Processing
              drying   Non-N                 Packaging
     Diesel       1 tonne wheat grain
                       fertilisers                                               Packaging
     use                                Other raw
Seed/                                   materials                                Transport
Ag chems                            Seed + Agchems                               Processing
                                    Diesel use
                                                                                 Waste
       ?                            Drying
                                    non-N fertilisers
                                                        ?                        other wheat costs
                                                                                    Other wheat


              ?                     N fertiliser manufacture                        costs
                                                                                 N fertiliser
                                                                                 manufacture
                                    Soil N2O -fert N                             Soil N2O
                                    Soil N2O - residues
                                                                                 raw materials

   Soil N2O
  emissions         Soil N2O
  from crop        emissions       N fertiliser
   residues          from N        manufacture
                  fertiliser use


                             LARGE UNCERTAINTIES
The problem – N fertiliser
Energy intensive manufacture
   N2O emissions from nitric acid
   production
N2O from soils
   Assumed to be linearly related to N
   fertiliser applications
 … plus emissions from incorporating
   crop residues
Need ‘smart’ emission factors to reflect
‘true’ emissions from UK arable crops &
different crop systems
Current work seeking to develop these
Minimising nitrous oxide emissions from
arable crops - MIN-NO

  MINNO aims:
     To improve estimates of
     N2O emissions
         For UK GHG inventory
         For GHG accounting
  MINNO activities
     N response experiments
     with N2O measurements in
     main arable crops
     Modelling soil N2O
     emissions
     Life cycle analysis for key
     arable products



                                   SA LINK LK09128; HGCA project 3474
N Fertiliser rates to minimise GHGs?

 How much N should we apply if we
 want to minimise GHG emissions?
N effects on GHG emissions
                             1200                                                                                      12
                                                                                                   Grain yield
GHG emissions (kg CO2 e/t)



                             1000                                                                                      10


                                                                Operations        Agrochemicals
                              800                                                                                      8




                                                                                                                           Yield (t/ha)
                                                                Grain yield
                                                                  Ag Chems & non-N fert
                              600                                 Farm Diesel use                                      6


                              400                                                                                      4


                              200                                                                                      2


                                0                                                                                      0
                                    0      50       100       150        200      250        300      350        400
                                                               N fertliser applied (kg/ha)


                                Kindred et al. (2008) Aspects of Applied Biology 88
N effects on GHG emissions
                             1200                                                                                        12
                                                                                                     Grain yield
GHG emissions (kg CO2 e/t)



                             1000                                                                                        10

                                                                      N fertiliser emissions
                              800                                     Agrochemicals                                      8
                                                                      N fertiliser - manufacture




                                                                                                                             Yield (t/ha)
                                                                      Operations
                                                              N fertiliser - manufacture
                                                                  Ag Chems & non-N fert
                              600                                     Grain yield                                        6
                                                                  Farm Diesel use


                              400                                                                                        4


                              200                                                                                        2


                                0                                                                                        0
                                    0      50       100       150       200          250       300       350       400
                                                               N fertliser applied (kg/ha)


                                Kindred et al. (2008) Aspects of Applied Biology 88
Optimising N to minimise GHGs
                             1200                                                                                        12
                                                                                                     Grain yield
GHG emissions (kg CO2 e/t)



                             1000                                                                                        10

                                                                      Soil N20 emissions
                                                                        Soil N O emissions
                                                                                 2
                              800                                     N fertiliser emissions                             8
                                                                      N fertiliser - manufacture
                                                                      Agrochemicals




                                                                                                                             Yield (t/ha)
                                                                      Operations
                                                                  Ag Chems & non-N fert
                              600                                     Grain yield                                        6
                                                                  Farm Diesel use


                              400                                                                                        4

                                                Optima to minimise GHGs?
                              200                                                                                        2


                                0                                                                                        0
                                    0      50       100       150       200          250       300      350        400
                                                               N fertliser applied (kg/ha)


                                Kindred et al. (2008) Aspects of Applied Biology 88
But … N fertiliser Reduces land
requirement

                                       yield, t/ha




                          land required, ha/tonne



      Deforestation   0          N applied, kg/ha
…Reduces pressure on Land Use Change

  Loss of habitats & biodiversity
  Carbon lost from soils and
  canopy
  •   5900 Mt CO2eq per year
       •   cf aviation of <3000 Mt per year
      Grassland to crop – 5t CO2/ha
      Forest to crop       – 29t CO2/ha
           cf crop inputs GHG costs ~3t
           CO2e/ha
Reducing N rates below economic optima may
                                  not give GHG reductions globally
                             1200                                                                                     12

                                                                                                  Grain yield
GHG emissions (kg CO2 e/t)




                             1000                                                                                     10
                                                                    Indirect emissions via LUC
                                                                     Land use change
                                                                       Soil N2O emissions
                                                                     Soil N20 emissions
                              800                                                                                     8
                                                                     N fertiliser emissions
                                                                     N fertiliser - manufacture




                                                                                                                          Yield (t/ha)
                                                                     Agrochemicals
                                                                     Operations
                                                                  Ag Chems & non-N fert
                              600                                    Grain yield                                      6
                                                                  Farm Diesel use


                              400                                                                                     4

                                                                               Large uncertainties in ILUC
                              200                                        calculations, depending on assumptions       2
                                                                               – optima can be >300kg/ha


                                0                                                                                     0
                                    0      50       100       150       200       250      300       350        400
                                                               N fertliser applied (kg/ha)
                                Kindred et al. (2008) Aspects of Applied Biology 88
Need to achieve economically
optimal N rates

Plan your N use
Account for N in soils and manure
applications
Avoid applying more than the
optima
  It isn’t economic!
Monitor success of N management
  Grain N% is key measure           www.planet4farmers.co.uk
                                    www.nutrientmanagement.org
                                    www.hgca.com
Optimising economic N applications
     - Errors in N use are inevitable

Best predictions from             Error in N Prediction
The Fertiliser Manual
     using SMN             difference from optimum N, kg/ha
                        -200     -100          0          100         200
                  £0

               -£25
Net loss
  from         -£50                                                          Important to
optimum                                                                         ensure
  profit       -£75                          target                          accuracy on
                                              zone                             average
              -£100                                                         and avoid big
                                                                               mistakes

              -£125
                                                        little economic
  Data from HGCA Project 3084: modern varieties, 2005-7        loss
Calculating Fertiliser N requirement

                    Grain yield
                  Grain protein%
                                      Crop N Demand


 Crop N
Requirement
     Fertiliser & Manure N
                                        Soil N Supply


                                   Immobilisation    Mineralisation



                                               Leaching
Account for N in soil – Soil N Supply
Variable with previous cropping, soil, &
rainfall
SMN sampling worthwhile where SNS
large or uncertain
   Manure history
   Grass history
   High soil organic matter
Also barometer fields as a check?
HGCA Project 3084 – SNS Best Practice
   Autumn sampling 0-60cm OK
       Except shallow soils
   or Spring sampling 0-90
   Get samples to lab quickly
Account for N in manures




Use MANNER or look-up tables
Gives readily available N to the
crop
   Also calculates emissions

www.adas.co.uk/MANNER

www.planet4farmers.co.uk
Monitor Success
                              optimum N supply
         12                    (N:grain prices, 5:1)                   13
              from
         10   soil                                                     12


Grain    8                                                             11  Grain
                                              Margin (t/ha equiv.)
Yield                                                                     Protein
(t/ha)   6                                                             10   (%)

         4                                                             9

         2                                                             8

         0                                                              7
          -300       -200   -100         0             100
                                                       100   200     300

                              N supply (kg/ha)
Monitor & Review … vital for good management
N errors are inevitable
   They are usually unseen
   Small errors seldom
   matter
   Beware of big errors
   Errors can accumulate
       if not corrected
       except light or shallow
       soils
Checklist provided
   Key check is grain protein
Action
   Double-check any odd
   fields
   Adjust strategy gradually.
Improving N management
by precision farming
New ‘Auto-N’ project
Effects of improved N management on
GHG emissions

Improve accuracy of N decisions
   Less lost yield from sub-optimal
   applications
   Less wasted fertiliser from super-
   optimal applications
But,
   fertiliser adjustments may be upward
   as well as downward
   Not necessarily big GHG cuts?
Many farmers already doing best
practice?
   Need to impact those who are not
Timing N applications to reduce N2O
emissions?
                                                                                                                             Cattle slurry, mean of




                                                                                        N2O emissions %N applied
                                                                                                                                5 experiments on
                                                                    2.0                                                       Indirectgrassland- amm onia
                                                                                                                                       soil em ission
 Apply slurry & manures in spring if                                                                                            Indirect soil em ission - nitrate
                                                                                                                   2




                                 Total N applied lost as N 2O (%)
                                                                                                                                Direct soil emission
                                                                    1.5
 possible
                                                                    1.0
 Avoid N fertiliser applications to                                                                                1
                                                                    0.5
 warm & wet soils?
 Apply little & often, more closely
                                                                    0.0
                                                                          Late autumn/w inter (IPCC
                                                                                                                   0   Late autumn/winter (IPCC         Spring




                                                                                                                              Application
                                                                                                                                Autumn




                                                                                                                                                      Application
                                                                                                                                                          Spring
                                                                                   1996)                                        2006)


 match crop demand ???
 More evidence needed before
 making changes to fertiliser N timing
Choose N products to reduce GHGs?
 Manufacturing GHG emissions lower in urea than
 ammonium nitrate
    ~3 vs ~7kg CO2e /kg N (but uncertain??)
    Due to N2O from Nitric acid manufacture
        Abatement technologies in many EU plants
        GHG costs of AN may be close to urea

    BUT, greater ammonia emissions from urea
        Gives indirect N2O emissions
        Higher N rates required for urea?

 Little evidence for difference in soil N2O emissions
 between urea & AN in England

 Nitrification inhibitors may reduce N2O emissions
    Yet to be proven for UK conditions in practice
        New Defra project starting
            ADAS/ North Wyke Research
Use varieties with reduced N requirements?

LINK Projects finding varieties in
wheat & OSR which may need
less N fertiliser
    Low protein grain
                                                   GREEN oil
Cheaper to grow              GREEN grain
Yields maintained



                                                     Elsoms
                                                     Seeds

                              HGCA Project 2979
                               SA LINK LK0959     SA LINK LK0979

Reduced pollution & GHGs
Need N testing regimes in NL/RL
to get such varieties to market
Triticale – high yields, low N
requirement?
Look-see experiment in
2009 showed remarkable
                                                  12
                                                                                                      Triticale
potential of triticale
                                                  10                                                  Oats
Markets for animal feed &
                             grain yield (t/ha)
                                                                                                      Barley
                                                   8                                                  Wheat
bioethanol
                                                   6
HGCA project 3617
                                                   4
testing wheat/triticale in
                                                   2
2010
                                                   0
Could replace much of
                                                       0      50      100      150        200   250
the   2nd   wheat area?                                             N applied (kg N/ha)

                                                           2nd wheat site, clay loam, Suffolk 2009
Consider low-N systems
Rotations
   Use of legumes
      But N2O emissions still occur
   Fallows, leys?
      Reduced productivity & profitability?
   spring cropping?
      Reduced N applications
            But reduced yields?
   Cover crops?

Intercrop with pulses or clover?

STAR project

Low-N Bread?
Conclusions – to mitigate GHGs from N fertiliser use:
DO:
   Ensure Best Practice for nitrogen use
       Account for N in manures
          Use manure N efficiently
       Account for N in soils
       Monitor success – use grain N%

DON’T (because evidence is so far insufficient):
  Reduce N rates below economic optima
  Alter planned N fertiliser timings
       (Do avoid applying to warm wet soils if possible)
   Switch from AN to urea

LOOK OUT FOR & CONSIDER:
  Growing N efficient varieties & species
      Triticale?
   using N efficient cropping systems
   Precision Farming techniques
   Nitrification inhibitors & N2O abated fertiliser
Past Spatial Information                            Harvest mapping                                                  Canopy Sensing
(Soil AWC, OM, P & K, etc)                                 Grain Yield                                               A. Over winter
                                                           Grain N%                                                  Monitor crop size &
Previous crop        Past crops                            N offtakes                                                 thermal time
Yield & N%           Yields                                N optima                                                  N-unlimited growth
N uptake             Grain N%                                                                                        Time of N limitation
Fert N applied                                      Calculation & interpretation
                                                                                                                     Adjust predicted SNS

                                                                                                                     B. 1st N Application
                                                                                           5.                        Monitor crop size,
                                   1.                                                                                 tillering & thermal
                                                                                    Monitor Success
                            Judge N Demand                                             N use, Yield,
                                                                                                                      time
                                  Expected yield                                                                     Use predicted SNS &
                                   x 23 kg/t N                                       Grain N%, Lodging.
                                                                                                                      benchmark GAI to
                                                                                                                      set 1st N applicat’n


                                                                                                                     C. Main N Applicn.
                       2.                 N Management Cycle                                                         Monitor crop size &
                                                                                                       4.             greenness
                 Judge N Supply
                    N balances from                                                             Schedule & Adjust    Use benchmark GAI
                  previous crop type &                                                            N applications      to set 2nd N applic’n
                     sensing data                                                                    Manage canopy
                                                                  3.                                                 D. Final N Applicn.
                                                            Calculate Fert.                                          Monitor crop size &
                                                            N Requirement                                              greenness
                                                             (Demand – supply)                                       Calc N uptake &
                                                              Fertiliser recovery                                      remaining avail N
Field Information                                                                                                    Re-evaluate
Soil type                                                                                                              realisable yield &
             Previous crop
(texture &                                                                                                             N demand
             Variety
chalk)                                   Fertiliser recovery                                                         Set 3rd N application.
             Sowing date
Weather                                  Fertiliser type

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Cropping for Reduced Climate Change: reducing emissions from nitrogen fertiliser - Daniel Kindred (ADAS)

  • 1. Cropping for reduced climate change: reducing emissions from N fertiliser use Daniel Kindred, ADAS Boxworth daniel.kindred@adas.co.uk Farming Futures event 5 March 2010 www.adas.co.uk
  • 2. Agenda The problem – N fertiliser Possible solutions Revising N management Low N varieties / species Designing N efficient systems Conclusions
  • 3. Simple N cycle Offtake Deposition Volatilisation N organic fertiliser manures soil organic matter Fixation Mineralisation Immobilisation Denitrification Soil Mineral N Soil N Supply = N available for crop Leaching uptake through the season, but not coming from N fertiliser or manure in that season
  • 4. GHG costs for crop products Tonne of Wheat Grain Loaf of white bread Transport Grain Loaf of white Bread Processing drying Non-N Packaging Diesel 1 tonne wheat grain fertilisers Packaging use Other raw Seed/ materials Transport Ag chems Seed + Agchems Processing Diesel use Waste ? Drying non-N fertilisers ? other wheat costs Other wheat ? N fertiliser manufacture costs N fertiliser manufacture Soil N2O -fert N Soil N2O Soil N2O - residues raw materials Soil N2O emissions Soil N2O from crop emissions N fertiliser residues from N manufacture fertiliser use LARGE UNCERTAINTIES
  • 5. The problem – N fertiliser Energy intensive manufacture N2O emissions from nitric acid production N2O from soils Assumed to be linearly related to N fertiliser applications … plus emissions from incorporating crop residues Need ‘smart’ emission factors to reflect ‘true’ emissions from UK arable crops & different crop systems Current work seeking to develop these
  • 6. Minimising nitrous oxide emissions from arable crops - MIN-NO MINNO aims: To improve estimates of N2O emissions For UK GHG inventory For GHG accounting MINNO activities N response experiments with N2O measurements in main arable crops Modelling soil N2O emissions Life cycle analysis for key arable products SA LINK LK09128; HGCA project 3474
  • 7. N Fertiliser rates to minimise GHGs? How much N should we apply if we want to minimise GHG emissions?
  • 8. N effects on GHG emissions 1200 12 Grain yield GHG emissions (kg CO2 e/t) 1000 10 Operations Agrochemicals 800 8 Yield (t/ha) Grain yield Ag Chems & non-N fert 600 Farm Diesel use 6 400 4 200 2 0 0 0 50 100 150 200 250 300 350 400 N fertliser applied (kg/ha) Kindred et al. (2008) Aspects of Applied Biology 88
  • 9. N effects on GHG emissions 1200 12 Grain yield GHG emissions (kg CO2 e/t) 1000 10 N fertiliser emissions 800 Agrochemicals 8 N fertiliser - manufacture Yield (t/ha) Operations N fertiliser - manufacture Ag Chems & non-N fert 600 Grain yield 6 Farm Diesel use 400 4 200 2 0 0 0 50 100 150 200 250 300 350 400 N fertliser applied (kg/ha) Kindred et al. (2008) Aspects of Applied Biology 88
  • 10. Optimising N to minimise GHGs 1200 12 Grain yield GHG emissions (kg CO2 e/t) 1000 10 Soil N20 emissions Soil N O emissions 2 800 N fertiliser emissions 8 N fertiliser - manufacture Agrochemicals Yield (t/ha) Operations Ag Chems & non-N fert 600 Grain yield 6 Farm Diesel use 400 4 Optima to minimise GHGs? 200 2 0 0 0 50 100 150 200 250 300 350 400 N fertliser applied (kg/ha) Kindred et al. (2008) Aspects of Applied Biology 88
  • 11. But … N fertiliser Reduces land requirement yield, t/ha land required, ha/tonne Deforestation 0 N applied, kg/ha
  • 12. …Reduces pressure on Land Use Change Loss of habitats & biodiversity Carbon lost from soils and canopy • 5900 Mt CO2eq per year • cf aviation of <3000 Mt per year Grassland to crop – 5t CO2/ha Forest to crop – 29t CO2/ha cf crop inputs GHG costs ~3t CO2e/ha
  • 13. Reducing N rates below economic optima may not give GHG reductions globally 1200 12 Grain yield GHG emissions (kg CO2 e/t) 1000 10 Indirect emissions via LUC Land use change Soil N2O emissions Soil N20 emissions 800 8 N fertiliser emissions N fertiliser - manufacture Yield (t/ha) Agrochemicals Operations Ag Chems & non-N fert 600 Grain yield 6 Farm Diesel use 400 4 Large uncertainties in ILUC 200 calculations, depending on assumptions 2 – optima can be >300kg/ha 0 0 0 50 100 150 200 250 300 350 400 N fertliser applied (kg/ha) Kindred et al. (2008) Aspects of Applied Biology 88
  • 14. Need to achieve economically optimal N rates Plan your N use Account for N in soils and manure applications Avoid applying more than the optima It isn’t economic! Monitor success of N management Grain N% is key measure www.planet4farmers.co.uk www.nutrientmanagement.org www.hgca.com
  • 15. Optimising economic N applications - Errors in N use are inevitable Best predictions from Error in N Prediction The Fertiliser Manual using SMN difference from optimum N, kg/ha -200 -100 0 100 200 £0 -£25 Net loss from -£50 Important to optimum ensure profit -£75 target accuracy on zone average -£100 and avoid big mistakes -£125 little economic Data from HGCA Project 3084: modern varieties, 2005-7 loss
  • 16. Calculating Fertiliser N requirement Grain yield Grain protein% Crop N Demand Crop N Requirement Fertiliser & Manure N Soil N Supply Immobilisation Mineralisation Leaching
  • 17. Account for N in soil – Soil N Supply Variable with previous cropping, soil, & rainfall SMN sampling worthwhile where SNS large or uncertain Manure history Grass history High soil organic matter Also barometer fields as a check? HGCA Project 3084 – SNS Best Practice Autumn sampling 0-60cm OK Except shallow soils or Spring sampling 0-90 Get samples to lab quickly
  • 18. Account for N in manures Use MANNER or look-up tables Gives readily available N to the crop Also calculates emissions www.adas.co.uk/MANNER www.planet4farmers.co.uk
  • 19. Monitor Success optimum N supply 12 (N:grain prices, 5:1) 13 from 10 soil 12 Grain 8 11 Grain Margin (t/ha equiv.) Yield Protein (t/ha) 6 10 (%) 4 9 2 8 0 7 -300 -200 -100 0 100 100 200 300 N supply (kg/ha)
  • 20. Monitor & Review … vital for good management N errors are inevitable They are usually unseen Small errors seldom matter Beware of big errors Errors can accumulate if not corrected except light or shallow soils Checklist provided Key check is grain protein Action Double-check any odd fields Adjust strategy gradually.
  • 21. Improving N management by precision farming New ‘Auto-N’ project
  • 22. Effects of improved N management on GHG emissions Improve accuracy of N decisions Less lost yield from sub-optimal applications Less wasted fertiliser from super- optimal applications But, fertiliser adjustments may be upward as well as downward Not necessarily big GHG cuts? Many farmers already doing best practice? Need to impact those who are not
  • 23. Timing N applications to reduce N2O emissions? Cattle slurry, mean of N2O emissions %N applied 5 experiments on 2.0 Indirectgrassland- amm onia soil em ission Apply slurry & manures in spring if Indirect soil em ission - nitrate 2 Total N applied lost as N 2O (%) Direct soil emission 1.5 possible 1.0 Avoid N fertiliser applications to 1 0.5 warm & wet soils? Apply little & often, more closely 0.0 Late autumn/w inter (IPCC 0 Late autumn/winter (IPCC Spring Application Autumn Application Spring 1996) 2006) match crop demand ??? More evidence needed before making changes to fertiliser N timing
  • 24. Choose N products to reduce GHGs? Manufacturing GHG emissions lower in urea than ammonium nitrate ~3 vs ~7kg CO2e /kg N (but uncertain??) Due to N2O from Nitric acid manufacture Abatement technologies in many EU plants GHG costs of AN may be close to urea BUT, greater ammonia emissions from urea Gives indirect N2O emissions Higher N rates required for urea? Little evidence for difference in soil N2O emissions between urea & AN in England Nitrification inhibitors may reduce N2O emissions Yet to be proven for UK conditions in practice New Defra project starting ADAS/ North Wyke Research
  • 25. Use varieties with reduced N requirements? LINK Projects finding varieties in wheat & OSR which may need less N fertiliser Low protein grain GREEN oil Cheaper to grow GREEN grain Yields maintained Elsoms Seeds HGCA Project 2979 SA LINK LK0959 SA LINK LK0979 Reduced pollution & GHGs Need N testing regimes in NL/RL to get such varieties to market
  • 26. Triticale – high yields, low N requirement? Look-see experiment in 2009 showed remarkable 12 Triticale potential of triticale 10 Oats Markets for animal feed & grain yield (t/ha) Barley 8 Wheat bioethanol 6 HGCA project 3617 4 testing wheat/triticale in 2 2010 0 Could replace much of 0 50 100 150 200 250 the 2nd wheat area? N applied (kg N/ha) 2nd wheat site, clay loam, Suffolk 2009
  • 27. Consider low-N systems Rotations Use of legumes But N2O emissions still occur Fallows, leys? Reduced productivity & profitability? spring cropping? Reduced N applications But reduced yields? Cover crops? Intercrop with pulses or clover? STAR project Low-N Bread?
  • 28. Conclusions – to mitigate GHGs from N fertiliser use: DO: Ensure Best Practice for nitrogen use Account for N in manures Use manure N efficiently Account for N in soils Monitor success – use grain N% DON’T (because evidence is so far insufficient): Reduce N rates below economic optima Alter planned N fertiliser timings (Do avoid applying to warm wet soils if possible) Switch from AN to urea LOOK OUT FOR & CONSIDER: Growing N efficient varieties & species Triticale? using N efficient cropping systems Precision Farming techniques Nitrification inhibitors & N2O abated fertiliser
  • 29. Past Spatial Information Harvest mapping Canopy Sensing (Soil AWC, OM, P & K, etc) Grain Yield A. Over winter Grain N% Monitor crop size & Previous crop Past crops N offtakes thermal time Yield & N% Yields N optima N-unlimited growth N uptake Grain N% Time of N limitation Fert N applied Calculation & interpretation Adjust predicted SNS B. 1st N Application 5. Monitor crop size, 1. tillering & thermal Monitor Success Judge N Demand N use, Yield, time Expected yield Use predicted SNS & x 23 kg/t N Grain N%, Lodging. benchmark GAI to set 1st N applicat’n C. Main N Applicn. 2. N Management Cycle Monitor crop size & 4. greenness Judge N Supply N balances from Schedule & Adjust Use benchmark GAI previous crop type & N applications to set 2nd N applic’n sensing data Manage canopy 3. D. Final N Applicn. Calculate Fert. Monitor crop size & N Requirement greenness (Demand – supply) Calc N uptake & Fertiliser recovery remaining avail N Field Information Re-evaluate Soil type realisable yield & Previous crop (texture & N demand Variety chalk) Fertiliser recovery Set 3rd N application. Sowing date Weather Fertiliser type