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BioKenaF: A crop growth simulation model for kenaf
September “27-30” 2006
Madrid, Spain
“A Crop Growth Dynamic Simulation Model for Kenaf”
University of Thessaly
Department of Agriculture, Crop Production &
Agricultural Environment
Laboratory of Agronomy and Applied Crop Physiology
(UTH) Greece
Model structure
� Leaf Photosynthesis
� Canopy Photosynthesis
� Respiration
� Dry Matter distribution
� Water balance routine
Leaf Photosynthesis
The relation between available radiation and
CO2 gross assimilation by a single leaf is
described by an asymptotic exponential relation
FG = AMAX * ( 1 − EXP(− EFF*PAR/AMAX) )
FG: assimilation in kg(CO2)ha-1(leaf)h-1
PAR: photosynthetically active radiation(J m-2s-1)
EFF: is the light use efficiency in
kg ha-1h-1/J m-2s-1
AMAX: maximum rate of CO2 assimilation in
kg(CO2)ha-1(leaf)h-1.
Canopy Photosynthesis
EXTRA
TERRESTIAL
IRRADIANCE
GLOBAL
RADIATION
PAR
PARDIR
PARDIF
VIS
As. Rate of
sunlit
leaves
As. Rate of
shaded
leaves
Total
Assimilation
Rate
Integration
Respiration
Maintenance respiration (MRR): Energy consumed to meet maintenance requirements.
MRRorg=Rorg*Sorg
Growth respiration (EC): Respiration providing energy for the conversion of primary photosynthesis into structural plant materials like, proteins, cellulose, fats, lignin.
DWIorg=DailyGainorg*EC
Maintenance respiration (MRR): Energy consumed to meet maintenance requirements.
MRRorg=Rorg*Sorg
Growth respiration (EC): Respiration providing energy for the conversion of primary photosynthesis into structural plant materials like, proteins, cellulose, fats, lignin.
DWIorg=DailyGainorg*EC
Dry matter distribution (Daily basis)
Total
Assimilation
Rate
Carbohydrate
As. Rate
(FGASS)
Rate of
NET Potential
As.
Maintenance
Respiration
DWI LEAF - ECleaf
DWI STEM - ECStem
DWI SHEATH - ECSheath
DWI ROOTS - ECRoot
DWI S. ORGANS -ECSO-
* FRorg
DVSDVS
BioKenaF: Relation diagramLightTemp
Photosynthesis
Developmentrate
Developmentstage
Partitioningcoefficients
Assimilatepool
Maintenancerespiration
BIOMASS
STEMS
ST. ORGANS
PETIOLES
ROOTS
LEAVES
LAI
Gro
wth
CONV.EFF.
SLA
BioKenaF: Relation Diagram
Application
HARDWARE
• Processor: AMD ATHLON XP 2800+
• Motherboard: Gigabyte 7N400-Pro
• RAM: 1 GB 400 Mhz
• Hard disk: W.Digital 160 GB
• Graphics: GA 6600 GT 128 MB Ram
SOFTWARE
• Microsoft Visual Basic 6
• Microsoft Excel 2000
• Helexis Icon Catcher v3.0
• Microsoft Paint for windows XP
SIMULATION TIME
4 sec
13 sec including exportation to MS Excel
BioKenaF application
Interface
Input Form
BioKenaF application
Soil Type
Input Form
BioKenaF application
Irrigation
Data
Manager
BioKenaF application
Editor of Meteorological
Data Files
Results
total
stem
leaves
petioles
Palamas- Karditsa (Greece) Year 2003, 100% Irrigation
Results
Palamas- Karditsa (Greece) Year 2003, 50% Irrigation
0
5000
10000
15000
20000
25000
150 200 250 300 350
J. Day
Kg
r / h
a
total
stem
leaves
petioles
Results
Palamas- Karditsa (Greece) Year 2003, 25% Irrigation
0
5000
10000
15000
20000
25000
150 200 250 300 350
J. Day
Kg
r /
ha total
stem
leaves
petioles
Results
Italy Bolognia Year 2003, potential productivity
Sowing date 19/6/2003
0
5000
10000
15000
20000
25000
150 200 250 300 350
J. Day
Kg
r /
ha
Sowing date 19/5/2003
0
5000
10000
15000
20000
25000
150 200 250 300 350
J. Day
Kg
r /
ha
Results
Italy Bolognia Year 2004, potential productivity
2004 S1
0
5000
10000
15000
20000
25000
150 200 250 300 350 400
J. Day
Kg
r /
ha
2004 S2
0
5000
10000
15000
20000
25000
150 200 250 300 350 400
J. Day
Kg
r /
ha
Results
total
stem
leavespetioles
France- Nicae Year 2005, potential productivity
0,00
5000,00
10000,00
15000,00
20000,00
25000,00
150 200 250 300 350
J. Day
Kg
r /
ha
Results
Greece Year 2003
Results
Greece Year 2004
Results
Greece Year 2005
Results
Bolognia Year 2003
Results
Bolognia Year 2003
Results
France Year 2004
Results
Summary
Missing Data
XXXXXXXXXX2004
XXXXXXXXXX2003France
XXXXXXX?XX2005
XXXX?2004CETA
XXXXX?2003Greece
XXXXXX2005
XXXXXX2004
XXXXXX2003Spain
XX2005
XXProblem
2004
XXXX2003Catania
XXX2005
XXXXXXXXXXX2004
XXXXXXXXXXX2003Portugal
G. WaterSoil TypeIrrigationHarvestsDay of Emer.RHWindPrecipitationRadiationTMINTMAXYearLocation
Wheather
Thank you for your attention !