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 language | English |
|---|---|
| Pages (from-to) | 4423-4436 |
| Number of pages | 14 |
| Journal | Concurrency and Computation: Practice and Experience |
| Volume | 27 |
| Issue number | 16 |
| DOIs | |
| State | Published - Nov 2015 |
| Externally published | Yes |
Keywords
- climate impacts and food security
- globus galaxies
- science gateways
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