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CABLE: the Australian community land surface model
Bernard Pak, Yingping Wang, Eva Kowalczyk
CSIRO Marine and Atmospheric Research
OzFlux08, Adelaide, 4-6 Feb 2008
Australian Community Climate Earth System
Simulator (ACCESS) modelling program
ACCESS
ESM
GraphicsVisualisation
Super-computing
DataAssimilation
ModelEvaluation
SoftwareEngineering
Down-scaling
Diagram to right shows ‘scope’
Fundamentally conceived as a modelling ‘system’ that meets a variety of needs.Priority needs are:•Numerical weather prediction•Climate change simulation capability
Collaboration between key institutions (Bureau, CSIRO, Australian Universities,….)
Interface to the GCM
Canopy radiation;sunlit & shaded visible &near infra-red,albedo stomata transp.
& photosynthesis
Carbon fluxes;GPP, NPP,NEP
SEB & fluxes;for soil-vegetationsystem:Ef , Hf , Eg , Hg;
evapotranspiration
soil moisture snow
carbon pools; allocation & flow
The general structure of CABLE
CASA-CNP
vegetation dynamics/disturbance
soil temp. soil respiration
Kowalczyk et al., CMAR Research Paper 013, 2006
Vegetation parameters required for CABLE
Geographically explicit data
LAI – leaf area index
fractional cover C3/C4 - fraction the model calculates: z0 – roughness length
α – canopy albedo
VEGETATION TYPE 1 broad-leaf evergreeen trees 2 broad-leaf deciduous trees 3 broad-leaf and needle-leaf trees 4 needle-leaf evergreen trees 5 needle-leaf deciduous trees 6 broad-leaf trees with ground cover
/short-vegetation/C4 grass (savanna) 7 perennial grasslands 8 broad-leaf shrubs with grassland 9 broad-leaf shrubs with bare soil10 tundra11 bare soil and desert12 agricultural/c3 grassland13 ice
A grouping of species that show close similarities in their response to environmental control have common properties such as: - vegetation height - root distribution - max carboxylation rate - leaf dimension and angle, sheltering factor, - leaf interception capacity
Soil parameters required for CABLESoil types:
Coarse sand/Loamy sand
Medium clay loam/silty clay loam/silt loam
Fine clay
Coarse-medium sandy loam/loam
Coarse-fine sandy clay
Medium-fine silty clay
Coarse-medium-fine sandy clay loam
Organic peat
Permanent ice
Soil Properties: - water balance: wilting point field capacity saturation point hydraulic conductivity at saturation matric potential at saturation
- heat storage: albedo, specific heat, thermal conductivity density
- soil depth
Post, W., and L. Zobler, 2000Global Soil Types
Nonlinear parameter estimation
• 19 FLUXNET sites, including all major veg types in the temperate and subtropical climate;
• Uniform parameter range ;• Optimisation was applied to each year’s
measurements separately;• Each type of obs was weighted by the SD of
measurements over a year.• Published in Wang et al. (Global Change
Biology, 2001 and 2007)
A temperate evergreen forest, Tumbarumbra, Australia
0 5 10 15 20 25La
tent
hea
t (F
e)
-40
0
40
80
120
0 5 10 15 20 25
Sen
sibl
e he
at (F
h)
-100
0
100
200
Month
0 5 10 15 20 25
NE
E (F
c)
-5
-4
-3
-2
-1
0
Observed Fe (W m-2)-20 0 20 40 60 80 100120140
Mod
elle
d F
e (
W m
-2)
-200
20406080
100120140
Observed Fh (W m-2)
-40 -20 0 20 40 60 80 100120
Mod
elle
d F
h (
W m
-2)
-40-20
020406080
100120
Observed NEE (mol m-2 s-1)-5 -4 -3 -2 -1 0
Mod
elle
d N
EE
-5
-4
-3
-2
-1
0
Deciduous forest, Walker Branch
0 10 20 30 40
Late
nt h
eat
(W
/m2 )
-40
0
40
80
120
Fh
0 10 20 30 40
Sen
sibl
e he
at
(
W/m
2 )
-100
0
100
200
Fnee
Month0 10 20 30 40
N
EE
(
mol
m-2
s-1
)
-8
-4
0
4
Relative Vcmax: deciduous forests
Deciduous forests
Month0 2 4 6 8 10 12
0.00.20.40.60.81.01.2
HE (48N)HV(42N)VI (50N)WB(36N)WL (46N)Leaf
growth Leaf fall
Changes to-date
• Major clean-up and rewriting of codes in FORTRAN90 standard, making it more modular and more flexible.
• A secured website has been set up for code distribution, installation help and exchange of ideas.
• Standard scripts introduced to help analyzing results.
• Monthly meeting
Future changes
• CASA-CNP: Nitrogen and phosphorus have been found to impact strongly on climate predictions. Such nutrient cycles will be implemented within the current year. It also necessitates a better phenology module.
• Dynamic vegetation: a UNSW post-doc (Dr. Jiafu Mao) have just started in January. He will implement LPJ into CABLE.
• Hydrology: MU and BoM have done some work, we will have at least one post-doc later this year.
CABLE as the Australian community land surface model
• Source codes and documentation are available to all registered users online at https://teams.csiro.au/sites/cable/default.aspx (email [email protected] to register)
• We are looking for collaboration to validate/improve CABLE
The End
Modelling Vcmax and Jmax
wpfc
wps
c
leafT
osd
nn
ss
nsTdcc
f
v
j
Tff
T
TTf
kLk
DDC
AafGGffvV
1997) Leuning C, 25(at
species) C3for 1997 (Leuning
effects) age (leaf
canopy) of leaf from up (scaling
;
o2
)(
1
/))exp(1(
)/1)((
max
max
2
5.0,
00maxmax
Parameter ranges
Table 2. Initial values and ranges of optimized model parameters
Parameter Unit Initial value Range
xL _____ 1.0 0.8 – 1.0
xjmax _____ 1.0 0.1-5.0
jmax/vcmax _____ 2.0 Weight=100
xrs _____ 1.0 0.01-50
Topt oC 20 0-50
T oC 20 0-100
Observed and estimated vcmax per unit leaf area during growing
season (mol m-2 s-1)
Site Estimated observed
Harvard forest 61 56
Tumbarumbra 64 71
Hyytiala 74 64
Hesse 65 70