a model of soil nitrogen reserves in an irish grass sward c. paillette 1, 2, d. hennessy 1, l....

23
A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2 , D. Hennessy 1 , L. Delaby 3 , D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork; 2 Cork Institute of Technology, Bishopstown, Cork; 3 INRA, AgroCampus Ouest, UMR 1348, PEGASE, F-35590 Saint-Gilles, France

Upload: lola-billen

Post on 16-Dec-2015

213 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

A model of soil nitrogen reserves in an Irish grass sward  C. Paillette1, 2, D. Hennessy1, L. Delaby3,

D. O Connor2 and L. Shalloo1

1Animal & Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork;

2Cork Institute of Technology, Bishopstown, Cork; 3INRA, AgroCampus Ouest, UMR 1348, PEGASE, F-35590

Saint-Gilles, France 

Page 2: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Introduction:

Grass growth highly variable within and between years

Factor influencing grass growth Soil type Climatic conditions Management Soil reserves of nutrients

Nitrogen Water

Models as management tools Soil reserves influenced by

Environmental factors Sward management

Page 3: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Objectives

Develop a dynamic model to predict Organic nitrogen reserves Mineral nitrogen reserves Water reserves

Depending on Weather Management of the farm

Stocking density and timing of grazing Timing and quantity of fertilizer

Page 4: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Weather data Precipitation Temperatures Solar radiation

Inputs

Page 5: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Weather data Precipitation Temperatures Solar radiation

Soil type Composition Water Holding Capacity

Inputs

Page 6: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Weather data Precipitation Temperatures Solar radiation

Soil type Composition Water Holding Capacity

Management data Dates of grazing and stocking rate Timing and quantity of fertilization

Inputs

Page 7: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Weather data Precipitation Temperatures Solar radiation

Soil type Composition Water Holding Capacity

Management data Dates of grazing and stocking rate Timing and quantity of fertilization

Grass quantity

Inputs

Page 8: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Model development: 

Relationships are derived from the existing literature

Two sub models Soil N reserves

Organic N Mineral N

Water reserves

Page 9: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Organic N Stock

Mineral N Stock

Soil N model (1) 

Page 10: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N stock

Page 11: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N stock

Page 12: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N stock

Page 13: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General mineral N stock

Urine affectedMineral N stock for first grazing

Urine N deposition

Page 14: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N stock

Urine affectedMineral N stock for first grazing

Urine N deposition

Day of rotation

Proportion of surface affected

Urine affected mineral pool

General mineral

pool

0 0 1

1

Number of animals*number of urine

patches*2m²

=0.01

0.99

2 0.02 0.98

3 0.03 0.97

4 0.04 0.96

Page 15: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N

stock

Page 16: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N

stock

Urine affected Mineral N stock for

1st grazing

…0…000…0…00…

…0…000…0…00second grazing

…0.03…0.030.020.01…0…00first grazing

…0.96…0.970.980.99…1…11general pool

Proportion of surface

…x+2x+1x…21day of simulation

Page 17: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

General Mineral N

stock

Urine affectedMineral Nstock for

1st grazing

Urine affectedMineral Nstock for

2nd grazing

day of simulation 1 2 … x x+1 x+2 … y y+1 y+2 …

Proportion of surface

general pool 1 1 …1… 0.99 0.98 0.97 …0.96… 0.952 0.944 0.936 …

first grazing 0 0 …0… 0.01 0.02 0.03 …0.03… 0.03 0.03 0.03 …

second grazing 0 0 …0… 0 0 0 …0… 0.008 0.016 0.024 …

… 0 0 …0… 0 0 0 …0… 0 0 0 …

Page 18: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Urine affectedMineral Nstock for

2nd grazing

Urine affectedMineral Nstock for

1st grazing

General Mineral N

stock

day of simulation 1 2 … x x+1 x+2 … y y+1 y+2 …

Proportion of surface

general pool 1 1 …1… 0.99 0.98 0.97 …0.96… 0.952 0.944 0.936 …

first grazing 0 0 …0… 0.01 0.02 0.03 …0.03… 0.03 0.03 0.03 …

second grazing 0 0 …0… 0 0 0 …0… 0.008 0.016 0.024 …

… 0 0 …0… 0 0 0 …0… 0 0 0 …

Page 19: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Organic N Stock

Mineral N Stock

Vegetation

Grass GrowthAbscission

Loss to the atmosphere

Leaching

Fertilization Fertilization

Soil N model (2) 

Page 20: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Water Reserve

Leaching

RainEvapotranspiration

Soil Water Model: 

Page 21: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Outputs

Daily Organic nitrogen reserve Mineral nitrogen reserve Nitrogen leached

Page 22: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Conclusion:  This work shows that reserves of nutrients in the soil can be

modelled

This model Uses equations extracted from different models that have

proven accurate for Irish conditions Combines them to get a comprehensive model.

Future work will be to link to a grass growth model to Take into account the effect of nitrogen availability on

grass growth Modulate the grass uptake of nitrogen.

Declan OConnor
Are you going to validate the model against irish data? If so then this should be the next step?
Page 23: A model of soil nitrogen reserves in an Irish grass sward C. Paillette 1, 2, D. Hennessy 1, L. Delaby 3, D. O Connor 2 and L. Shalloo 1 1 Animal & Grassland

Thank you