LMWG Update - CESM®€¦ · Progress with CLM4 development (for November CESM1.1 release) – High...
Transcript of LMWG Update - CESM®€¦ · Progress with CLM4 development (for November CESM1.1 release) – High...
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LMWG Update
David Lawrence NCAR Earth System Laboratory
NCAR is sponsored by the National Science Foundation
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Progress with CLM4 development (for November CESM1.1 release)
– High resolution global raw input datasets (~5 – 10 km)
• PFTs, lake area, glacier area, soil texture, etc
– High resolution River Transport Model option (0.1o)
• Works in CESM except with 0.1o ocean
– RTM as its own component in CESM
– Multi-ensemble mode for CLM
– Update to MEGAN model for BVOC’s,
• replaces 5 hardcoded VOC's with solution allowing up to 150
– Better snow accumulation/loss diagnostics
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CLM4.5 May 2013
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Biases in CLM4: GPP, LAI, and ET
MODIS Obs
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Biases in CLM4: Soil carbon stocks (Permafrost-Carbon feedback)
CLM4CN GSDT Obs
CLM4CN
CLM4CN - Obs
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Impact of nitrogen on terrestrial carbon fluxes
Bonan and Levis (2010) conclude:
In the near term, the influence of carbon‐nitrogen biogeochemistry in CLM on the concentration‐carbon feedback, not the climate‐carbon feedback, is the dominant uncertainty
CLM
Carbon accumulation rate (PgC / yr, 1973-2004)
CONC CLIM
C-only 1.43 -0.37
CN 0.48 0.01
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CLM at AGU
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10
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Presentations with CLM in abstract or title
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% of AGU presentations that included CLM
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Model Development Process
Model release (CESM1/CLM4) Detailed model
assessment (identify strengths and weaknesses)
LMWG members develop
parameterizations or add features
Present ideas/results at LMWG meetings
Publish papers
Plans for next (and next next) model
version discussed at LMWG meetings
Build and test beta version of offline model
Finalize and test within
CESM Use model for
scientific studies
Evaluate competing parameterizations
Document; Control integrations
https://wiki.ucar.edu/display/ccsm/Community+Land+Model+Developers+Guide
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Progress with CLM4.5 development (for May 2013 release)
– Revised photosynthesis model, multilayer canopy option
– CENTURY-like vertically resolved soil biogeochemistry (option or base?)
– New lake model
– CH4 emissions (coupling to CAM working)
– Multiple urban classes
– Crop model improvements: Interactive fertilization, biological soy N fixation, new C:N ratios, N retranslocation, separate organs pool, connect crops and irrigation, crops always on separate landunit
– 2 to 3x faster CN spinup procedure
– C13 / C14 enabled
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Progress with CLM4.5 development (for May 2013 release)
– Cold region hydrology updates (perched water table, impedance)
– Snow model updates
– RTM variable flow rates based on slope
– 2-way CLM / RTM interactions (flooding)
– Prognostic wetland distribution model (eliminate wetland landunit, what about coastlines???)
– Spatially variable base flow coeff, cleanup recharge/water table calc
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Validation, testing, and tweaking (ongoing up to the release)
• All developers are encouraged to examine the code and model output and provide feedback
• C-LAMP, preliminary ILAMB, CLM diagnostics package, tower site simulations and analysis
– Not many resources at NCAR to make this robust, but we should continue to try to build a better testing / validation system as we proceed with CLM4.5 testing
• Parameter calibration
– Still by hand, unlikely that an automated parameter calibration system will be useable for CLM4.5 (through CSSEF, ?)
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CLM4.5 beta ready for testing and evaluation
• Starting the process of testing and evaluating CLM4.5
• Diagnostics and metrics
– International Land Model Benchmarking Project
– CLM diagnostics package (old and in need of update)
– C-LAMP
– Tower sites
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Progress with CLM4.5 development
– 2-layer model for soil litter in CN
– VIC hydrology (option)
– Revised fire model with anthropogenic triggers and suppression
– Ecosystem Demography (option)
– Riverine transport of nutrients and in stream chemistry
– Water isotopes
Bare Gd
Shrub
C4
C3 NL tree
BL tree
1 y.o. 5 y.o.
15 y.o.
30 y.o. 60 y.o.
90 y.o.
ED
Time since disturbance-based tile structure.
PFT-based tile structure.
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Progress with CLM4.5 development
– CLM4.5 as an option, maintain ability to revert to CLM4
– Dynamic landunits (e.g., glacier to vegetated transitions)
– WRF / CLM
– Bare soil roughness length and friction velocity parameter change (global testing inconclusive)
– N-storage pool (?)
– Phosphorous
– Issue with hydrological response to land cover change
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Absorbed solar
Dif
fuse
so
lar
Do
wn
we
llin
g
lon
gw
ave
Reflected solar
Em
itte
d
lon
gw
ave
Se
nsi
ble
he
at
flu
x
La
ten
t he
at
flu
x
ua 0
Momentum flux Wind speed
Soil heat flux
Evaporation
Melt
Sublimation
Throughfall
Infiltration Surface
runoff
Evaporation
Transpiration
Precipitation
Heterotrophic respiration
Photosynthesis
Autotrophic respiration
Litterfall
N uptake
Vegetation C/N
Root litter Soil C/N
N mineralization
Fire
Surface energy fluxes Hydrology
Biogeochemical cycles
SCF
Aerosol deposition
Bedrock
Soil (sand, clay, organic)
Unconfined aquifer Sub-surface
runoff
Aquifer recharge
Phenology
BVOCs
Water table
Soil
Dust
Saturated fraction
N dep N fixation
Denitrification N leaching
Glacier
Lake
River Routing
Runoff
River discharge
Urban
Land Use Change
Wood harvest
Disturbance
Vegetation Dynamics
Growth
Competition Wetland
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Absorbed solar
Dif
fuse
so
lar
Do
wn
we
llin
g
lon
gw
ave
Reflected solar
Em
itte
d
lon
gw
ave
Se
nsi
ble
he
at
flu
x
La
ten
t he
at
flu
x
ua 0
Momentum flux Wind speed
Ground heat flux
Evaporation
Melt
Sublimation
Throughfall
Infiltration Surface
runoff
Evaporation
Transpiration
Precipitation
Heterotrop. respiration
Photosynthesis
Autotrophic respiration
Litterfall
N uptake
Vegetation C/N
Soil C/N N mineralization
Fire
Surface energy fluxes Hydrology
Biogeochemical cycles
Aerosol deposition
Soil (sand, clay, organic)
Sub-surface runoff
Aquifer recharge
Phenology
BVOCs
Water table
Soil
Dust
Saturated fraction
N dep N fix
Denitrification N leaching
CH4
Root litter
N2O SCF
Surface water
Bedrock Unconfined aquifer
Glacier
Lake
River Routing
Runoff
River discharge
Urban
Land Use Change
Wood harvest
Disturbance
Ecosystem Demography
Growth
Competition Wetland Crops Irrigation Flooding
[N]
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Refactoring of CLM
• Goal: make CLM more extensible, easier to test, and easier to maintain
– Remove CPPs
– Pull hard coded parameters into external file
– Clarify and rationalize filter usage
– Introduce options for history file field archiving to reduce data volume (production, model development, everything)
– Modify array indexing
– Work towards more modular code
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Beyond CLM4.5
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Other ongoing CLM development activities
– Sub-surface hydrological processes – lateral redistribution of water
– Sub-grid PFT distribution (elevation dependence)
– Sub-grid soil moisture and snow heterogeneity
– IAM-ESM coupling (iESM) (SDWG)
– Soil microbial dynamics, multi-phase transport, multiple tracers in soil (CLM4-BeTR)
– Spatially explicit soil depth
– Peatlands
– Excess soil ice in permafrost / thermokarst
– Ozone poisoning of vegetation
– Data assimilation
– 3-D canopy radiation
– Prognostic canopy air space / chemistry
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Comparison over MOPEX basins (Annual LH)
20
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Mean annual LH over MOPEX basins
21
0.0
20.0
40.0
60.0
80.0
100.0
120.0
0.0 20.0 40.0 60.0 80.0 100.0 120.0
Late
nt h
eat (
W/m
2 )
MODIS latent heat (W/m2)
Mean latent heat (2000-2007)
CLM (50.6)
CLMVIC (48.1)
NOAH (57.0)
VIC (62.1)
MOSAIC (80.1)
1:1 line MODIS (46.2)
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Mean annual runoff over MOPEX basins
22
0
200
400
600
800
1,000
1,200
0 200 400 600 800 1,000 1,200
Mod
el s
imul
atio
n (m
m)
USGS observation (mm)
Mean annual total runoff
CLM (400)
CLMVIC (427)
NOAH (458)
VIC (504)
MOSAIC (438)
1:1 line USGS (403)
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CLM4.5 Tech Note and Technical Documentation
• Keith is coordinating Tech Note
• Contact Keith and he can distribute relevant chapter which you should update directly and send back to Keith for inclusion in the CLM4.5 Tech Note
– Need to use Microsoft Word with MathType
– When referencing equations from other Tech Note chapters, reference them as in CLM4 and we will update if that equation number changes
• Erik is coordinating Documentation
– If new component or feature requires specific documentation, work with Erik to write and implement it into the CLM Technical Documentation
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Validation, testing, and tweaking (ongoing up to the release)
• All developers should feel free to look at results from beta CLM4.5 simulations and provide feedback and suggestions
• C-LAMP, preliminary ILAMB, CLM diagnostics package, tower site simulations and analysis
– Not many resources at NCAR to make this robust, but we should continue to try to build a better testing / validation system as we proceed with CLM4.5 testing
• Parameter calibration
– Still by hand, unlikely that an automated parameter calibration system will be useable for CLM4.5 (through CSSEF, ?)
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Current Branches and Trunk
CLM Trunk
• PIO and other script changes
• Testing changes • High-res surface
data • VOC • Multi-instance
CLM4.5 Science Branch
• BGC, GPP, lake, CH4, bug fixes
Permafrost Sims Branch
• BGC, GPP, lake, CH4, bug fixes
• Hydrology, snow • Cleaned up code
•RTM component •Flood
•BGC, GPP, CH4, lake, bug fixes •Urban, crop •Hydrology, snow •Cleaned up code
•BGC, GPP, lake, CH4, bug fixes •Urban, crop •Hydrology, snow •Cleaned up code •RTM component, flood
•BGC, GPP, lake, CH4, bug fixes •Urban, crop
- Merge of Permafrost Sims and CLM4.5 Science Branch imminent - This tag will be recommended tag for bringing in new development
Merge of CLM4.5 science branch up to trunk ~Oct/Nov
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CESM1.1: High resolution input datasets (-hires option in mksrfdat.pl)
Input dataset CLM4 resolution Updated resolution Status
PFT distribution 0.5o (MODIS) 3’ (MODIS) x
LAI / SAI 0.5o (MODIS) 0.5o (MODIS) x (?)
% Glacier 0.5o (IGBP DISCover)
1km (Gardner) [Bill] ?
% Lake, Lake depth 0.5o (Cogley, 1991) 3’ (GLWD) x
% Wetland 0.5o (Cogley, 1991) Prognostic x
% Urban 0.5o (?) 3’ Jackson et al. 2010 x
Soil texture (%sand, %clay)
5’ (IGBP) 5’ (IGBP for now; ISRIC-WISE for multiple soil classes) [Johann]
x
Soil organic matter 1.0o (IGBP) 5’ (ISRIC-WISE/NCSCD) [Dave] x
Soil color 0.5o (MODIS) 0.5o (MODIS) x
Fmax 0.5o 0.125o calc from HydroSHEDS x
RTM Directional Map 0.5o 0.1o x
Irrigation/Crop types 5’ 5’ (Navin) [Sam] X
Topography (GLCMEC) 10’ (USGS) 1km ?? (USGS) x
VOC Emission factors ?