OGC Standard for the Interoperability of Agricultural Models: Data and Processes at the Same Level,...
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1 OGC standard for the Interoperability of agriculture models: data and processes at the same level Didier G. Leibovici, Suchith Anand, Mike Jackson University of Nottingham, UK Agricultural Data Interest Group (IGAD) Pre-Meeting 21st to 22nd September 2015 INRA, Paris (France)
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Transcript of OGC Standard for the Interoperability of Agricultural Models: Data and Processes at the Same Level,...
1
OGC standard for the Interoperability of agriculture models: data and processes at
the same level
Didier G. Leibovici, Suchith Anand, Mike Jackson
University of Nottingham, UK
Agricultural Data Interest Group (IGAD)
Pre-Meeting
21st to 22nd September 2015 INRA, Paris (France)
Agricultural modelling
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from prototyping to operational
a multidisciplinary project between
Crop sciences / Plant Sciences /Agronomy &
Geospatial Sciences• genetic & phenotypic & trait information• agricultural & environmental information• geospatial architecture & data & models management
GRASP
Geospatial Resource for Agricultural Species and Pests
“Geospatial Resource for Agricultural Species and Pests with integrated workflow modelling to support Global Food Security (GRASP-GFS)” (2013)
Generic workflow of the GRASP projectuse and reuse of available information
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Includes pests,
diseases, weeds
information
Includes
risks (p d w)
GRASPplatform
part of CropBASE (CFF)
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Spatial Data Infrastructure• GeogermplasmDB genotypic variations CropStoreDB + OpenGIS ( using PostGIS)• Workflow composition crop modelling e.g. coupling a disease model with APSIM • Quality & error propagation metadata & decision classical error propagation (multiple-run) meta-propagation of uncertainty (WPS)
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major crops (wheat) and underutilised crop (Bambara groundnut)
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geogermplasmDB
WFS
Wheat Eyespot disease: Harvest Reduction Model
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WPS
BPMN
Workflow
as WPS
Practice… different… for now!
Workflow yesBut within APSIM
Workflow composition of Data & Processes
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BPMN 2.0
WPS, WFS, WCSCSW …
Semantic Framework…
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OS OS & Workflow management• Open standardBPMN 2.0, (metamodel)ISO 19115 (-1) / ISO19157 (metadata quality see also meta-propagation), ISO19119Geoprocessing OGC WPS DatasetsOGC WFS /WCS /SOS• Open Source - JBPM / Camunda / together Shark- pyWPS or WPS4R (52N)
Wor
kflo
w
Taverna (uses SCUFL2 not BPMN)
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Quality & error propagation
Where really Datasets & GeoProcessing are on equal footing!
Some conclusions/ hopes!
• Workflow Research Environment
• Data Quality & Processing Quality DQ PQ sensitivity and uncertainty analysis
e.g., MetaPUnT
• Data and Process discovery (metadata)ISO 19115-1 / CSW / metadata brokers
• Workflow editor vs Workflow Composition and Workflow Analytical tools … semantic needed• Communities of model users&modellers • H2020 EINFRA-9 …
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