TY - JOUR
T1 - FACE-IT
T2 - A science gateway for food security research
AU - Montella, Raffaele
AU - Kelly, David
AU - Xiong, Wei
AU - Brizius, Alison
AU - Elliott, Joshua
AU - Madduri, Ravi
AU - Maheshwari, Ketan
AU - Porter, Cheryl
AU - Vilter, Peter
AU - Wilde, Michael
AU - Zhang, Meng
AU - Foster, Ian
N1 - Publisher Copyright:
© 2015 John Wiley & Sons, Ltd.
PY - 2015/11
Y1 - 2015/11
N2 - Progress in sustainability science is hindered by challenges in creating and managing complex data acquisition, processing, simulation, post-processing, and intercomparison pipelines. To address these challenges, we developed the Framework to Advance Climate, Economic, and Impact Investigations with Information Technology (FACE-IT) for crop and climate impact assessments. This integrated data processing and simulation framework enables data ingest from geospatial archives; data regridding, aggregation, and other processing prior to simulation; large-scale climate impact simulations with agricultural and other models, leveraging high-performance and cloud computing; and post-processing to produce aggregated yields and ensemble variables needed for statistics, for model intercomparison, and to connect biophysical models to global and regional economic models. FACE-IT leverages the capabilities of the Globus Galaxies platform to enable the capture of workflows and outputs in well-defined, reusable, and comparable forms. We describe FACE-IT and applications within the Agricultural Model Intercomparison and Improvement Project and the Center for Robust Decision-making on Climate and Energy Policy.
AB - Progress in sustainability science is hindered by challenges in creating and managing complex data acquisition, processing, simulation, post-processing, and intercomparison pipelines. To address these challenges, we developed the Framework to Advance Climate, Economic, and Impact Investigations with Information Technology (FACE-IT) for crop and climate impact assessments. This integrated data processing and simulation framework enables data ingest from geospatial archives; data regridding, aggregation, and other processing prior to simulation; large-scale climate impact simulations with agricultural and other models, leveraging high-performance and cloud computing; and post-processing to produce aggregated yields and ensemble variables needed for statistics, for model intercomparison, and to connect biophysical models to global and regional economic models. FACE-IT leverages the capabilities of the Globus Galaxies platform to enable the capture of workflows and outputs in well-defined, reusable, and comparable forms. We describe FACE-IT and applications within the Agricultural Model Intercomparison and Improvement Project and the Center for Robust Decision-making on Climate and Energy Policy.
KW - climate impacts and food security
KW - globus galaxies
KW - science gateways
UR - http://www.scopus.com/inward/record.url?scp=84944874118&partnerID=8YFLogxK
U2 - 10.1002/cpe.3540
DO - 10.1002/cpe.3540
M3 - Article
AN - SCOPUS:84944874118
SN - 1532-0626
VL - 27
SP - 4423
EP - 4436
JO - Concurrency and Computation: Practice and Experience
JF - Concurrency and Computation: Practice and Experience
IS - 16
ER -