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FACE-IT: A science gateway for food security research

  • Raffaele Montella
  • , David Kelly
  • , Wei Xiong
  • , Alison Brizius
  • , Joshua Elliott
  • , Ravi Madduri
  • , Ketan Maheshwari
  • , Cheryl Porter
  • , Peter Vilter
  • , Michael Wilde
  • , Meng Zhang
  • , Ian Foster

Research output: Contribution to journalArticlepeer-review

30 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)4423-4436
Number of pages14
JournalConcurrency and Computation: Practice and Experience
Volume27
Issue number16
DOIs
StatePublished - Nov 2015
Externally publishedYes

Keywords

  • climate impacts and food security
  • globus galaxies
  • science gateways

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