Date post: | 25-Dec-2014 |
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Towards a framework for sharing an open set of data and tools for ecosystem modellers
Brad Evans, Ben Evans and Colin Prentice
eMAST : Data assimilation
eMAST’s objectives 2013-2015
DELIVER research data infrastructure to integrate TERN (and other) data streams on the National Computing Infrastructure
ENABLE data assimilation, model evaluation and accreditation and ecosystem model optimization
DRIVE advances in ecosystem science, impact assessment and land management
Driving science questions
CARBON: How much CO2 is exchanged? How much carbon can be stored and where?WATER: What drives water use by ecosystems, and runoff in rivers?CLIMATE CHANGE: How does it change the rules?LAND MANAGEMENT: What will work, in a changing climate?
More driving science questions
FIRE: What are the risks? How can they be mitigated?CLIMATE FEEDBACKS: How will ecosystem changes influence the exchanges of carbon, water and energy with the atmosphere?BIODIVERSITY: What species are threatened? Where are likely refugia? Is there a tipping point?
What eMAST is delivering
High-resolution data products: climate, canopy conductance, water use, primary productionTools for interpolation, downscaling, upscaling, hindcasting, forecastingA state-of-the-art data assimilation system for ecosystem model optimizationSoftware for model evaluation (based on PALS)Top-level ecosystem drivers and targets for models
How we share data and toolsWorld Wide WebNational Computing Infrastructure
tern.org.au/eMAST/eMAST-data
eMASTPORTAL
eMASTGEONETWORK
NecTAR/NCI
eMAST
NCI RDSI
OpeNDaPTHREDDS
ServiceCANBERRA
Research Data Australia
eMAST
IntersectRDSI
OpeNDaPTHREDDS
ServiceSYDNEY
World Wide Web
eMAST NCI & Intersect Tools
ANUClimate
eMAST ToolsMODELS
Public Domain
TERN Data Discovery Portal
http://www.tern.org.au/e-MAST-Data-Products-pg26355.html
ANUClimate A NEW approach to interpolating our national network0.01 degree climate surfaces
Who? Professor Mike Hutchinson (ANU)
Climate data sets (1 km)Tmin Tmax vp P pan
evap.wet days
solar rad.
wind speed
daily1970-2011
✔ ✔ ✔ ✔
monthly 1970-2011
✔ ✔ ✔ ✔ ✔ ✔
mean monthly
✔ ✔ ✔ ✔ ✔ ✔ ✔
When? Delivery timeline…
30 Nov 2013
Data starts propagating to RDSI*ADVANCED USER ACCESSDOI’s NOT YET AVAILABLE = NO PUBLISH
*Currently experiencing delays in RDSI allocation – delays in the Raijin cloud roll out etc…
RDSI opendap netCDF CF & Metadata store complete= public release
24 Dec 2013
Complete set of Climate andBioclimatic data available on RDSI
31 Jan 2013
ANUClimate
Bioclimate data sets (1 km T, P and R)
http://episat-software.blogspot.com.au/
OzFlux
ePiSaT : Partitioning evaluation
from Gab Abramowitz (UNSW)
Model data evaluation
Plant trait surfaces• Leaf nitrogen• Leaf phosphorus• Specific leaf area• Leaf area• Maximum plant height• Photosynthesis per leaf
area• Photosynthesis per leaf
dry mass• Leaf stomatal
conductance
Dr. Rhys Whitley
Plant trait surfaces
NEON & TERN
Summary: Data-model fusion toolsData assimilation collaboration with NEON and NCAR, CSIRO, Macquarie University and the Australian National University- ACEAS workshop on data assimilation early 2014
eMAST : An R-Package ‘emast’ for the computation and visualization of bioclimatic indices
ePiSaT : Collaboration with OzFlux and AusCover to model Gross Primary Production across the landscape, another R-Package ‘ePiSaT’
-ACEAS worskshop on SPEDDEXES
Protocol for the Analysis of Land Surface Models (PALS) for evaluation of data and models
The future of eMASTContinue delivery of our key datasets through the RDSI, Data Discovery, Visualization & Exploitation… consolidation of our tools and porting them to Raijin.