3d root model: exploring root developmental plasticity to...

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3D root model: Exploring root developmental plasticity to soil nutrients Sarlikioti V, Pagés L, et al.

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Page 1: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

3D root model: Exploring root developmental plasticity to soil

nutrients

Sarlikioti V, Pagés L, et al.

Page 2: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Nutrient distribution Root plasticity

Root plasticity Nutrient uptake

3D dimenional: nutrient distribution x root plasticity

Page 3: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

To include the plasticity mechanisms:

of root perception and orientation towards nutrient rich zones (Chemotropism)

of adaptation of the linear branching density (IBD)

of the relative growth rate modification of the lateral roots relatively to the mother root (RMDB)

To study the effect of such mechanisms on rootarchitecture and uptake at the root level for four different nutrient scenarios

Page 4: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Layer

Patch

Gradient

Random

Nitrogen sources (3500 sources, d= 0.005m)

Phosphorus sources (2000 sources, d= 0.002m)

Page 5: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created
Page 6: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created
Page 7: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created
Page 8: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created
Page 9: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Root model 3 modules

Root Meristem

Root Segment

Root Primordium

Meristem length += Actual Growth Rate

Root segment length (SRL)= constant

no Segments= meristem length/SRL

Page 10: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Uptake occurs at the meristem level

If the distance between nutrient source and the root

meristem >= a defined distance

Source uptake

The distance is defined according to the mobility of

each source

No nutrient movement is considered at this stage

Page 11: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Inter-Branching Distance (IBD)

Maximal diameter of the root branch (RMDB)

Chemotropism

Page 12: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

The root turns towards a nutrient source if:

The source should be within a defined cone with root meristem as its apex.

The distance between the root tip and the source is equal or smaller a threshold distance.

Page 13: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

No distribution Patch distribution

Page 14: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Segment Length = SRL –α*Local_uptake

Local_uptake= average uptake of the last three days

SRL, α are constants

Local_uptake

Segment length

SRL

Page 15: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Patch distribution Random gradient distribution

Page 16: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Primodium diameter =

MRD *(α+β*local uptake)*exp(VAR*R)

Local_uptake= average uptake of the last three days

MRD, α, β are constants

Local_uptake

Primordium Diameter

MRD

Mother Diameter

Daughter Diameter

MRD

Page 17: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Patch distribution Random gradient distribution

Page 18: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created
Page 19: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Root uptake

Page 20: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created
Page 21: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created

Significant effect of nutrient distribution on root

plasticity and architecture

Nutrient uptake higher for gradient and layer

distributions

Most efficient plasticity scenarios

MRDBIBDChemotropism

Page 22: 3D root model: Exploring root developmental plasticity to ...groimp/ws12/Sarlikioti_GroIMP_workshop_2012.pdf · MRDB IBD Chemotropism. Title: Diapositive 1 Author: vsarlikioti Created