Land Ice Verification and Validation (LIVV) Toolkit 1.0 Software Release

TitleLand Ice Verification and Validation (LIVV) Toolkit 1.0 Software Release
Publication TypeJournal Article
Year of Publication2015
Date Published09/2015
Abstract / Summary

Dynamic ice sheet models are a new component for Earth System Models such as DOE’s Accelerated Climate Model for Energy (ACME). As these ice sheet models are developed, it is challenging for the developer to easily test the code, both computationally and in comparison with measurements. To address this, DOE’s Predicting Ice Sheets and Climate Evolution of Extremes (PISCEES) SciDAC project has released the first automated capability to verify continental ice sheets models with an advanced and robust software capability, the Land Ice Verification and Validation kit, or LIVVkit, which has just been released for use by the broader ice-sheet community. This python, web-based software package is a comprehensive and extensible model testing framework, and it enables computational and climate scientists to quickly and easily verify model changes on multiple desktop and Leadership Class Computing platforms, document the changes quantitatively and graphically, and use the results to build confidence in the new, DOE-sponsored Community Ice Sheet (CISM) model. The performance aspect of LIVV allows users to quantitatively identify performance bugs as well as computational improvements and degradations as the model is developed. It includes scalability analysis (i.e. showing how well the model can be parallelized) for large problems. This first release allows model developers outside the DOE to utilize a continental-scale ice sheet evaluation capability, and it is the basis for future development for a comprehensive validation capability of stand-alone ice sheet and coupled Earth system models. This software package will enable faster development and going forward, provide increased confidence in an ice sheet model predictive capability.

Year of Publication: 2015
Date Published: 09/2015

Dynamic ice sheet models are a new component for Earth System Models such as DOE’s Accelerated Climate Model for Energy (ACME). As these ice sheet models are developed, it is challenging for the developer to easily test the code, both computationally and in comparison with measurements. To address this, DOE’s Predicting Ice Sheets and Climate Evolution of Extremes (PISCEES) SciDAC project has released the first automated capability to verify continental ice sheets models with an advanced and robust software capability, the Land Ice Verification and Validation kit, or LIVVkit, which has just been released for use by the broader ice-sheet community. This python, web-based software package is a comprehensive and extensible model testing framework, and it enables computational and climate scientists to quickly and easily verify model changes on multiple desktop and Leadership Class Computing platforms, document the changes quantitatively and graphically, and use the results to build confidence in the new, DOE-sponsored Community Ice Sheet (CISM) model. The performance aspect of LIVV allows users to quantitatively identify performance bugs as well as computational improvements and degradations as the model is developed. It includes scalability analysis (i.e. showing how well the model can be parallelized) for large problems. This first release allows model developers outside the DOE to utilize a continental-scale ice sheet evaluation capability, and it is the basis for future development for a comprehensive validation capability of stand-alone ice sheet and coupled Earth system models. This software package will enable faster development and going forward, provide increased confidence in an ice sheet model predictive capability.

Citation:
2015.  "Land Ice Verification and Validation (LIVV) Toolkit 1.0 Software Release."