Advancing Research and Applications with NASA Climate Model Data

Overview

NASA's Climate Model Data Services (CDS) provides tools and services to visualize, analyze, compare, and publish climate model data, specifically data produced at the NASA Center for Climate Simulation (NCCS). CDS aims to give diverse users intuitive interfaces to a complete collection of NASA model datasets. By broadening access to model data, NASA envisions advances in scientific research as well as new applications benefiting society.

Project Details

NASA climate model data includes model output from NASA's GEOS-5 and Model-E simulations as well as other land, atmosphere, ocean, and coupled climate products. These climate data products continue to grow in size as supercomputers become faster and are able to process models at higher resolutions. The resulting large datasets are not easily transferred to other science facilities.

Results and Impact

CDS is addressing this problem by providing a suite of services that can reduce the size of the data of interest, thereby reducing the transfer times and local storage requirements. CDS provides the ability to:

• Visualize data to identify areas of interest.
• Create subsets by time and space to download only the areas of interest.
• Download through various classic and emerging technologies.

CDS is further addressing the problem of searching, analyzing, and visualizing big data. We are doing that by developing services that can perform analyses and visualizations on CDS servers, allowing scientists to conduct science without having to invest in hardware or software capabilities. Planned services will provide the ability to:

• Use a common set of libraries to analyze climate data.
• Write services that interface with CDS services via an application programming interface (API).

Why HPC Matters

Global climate model data comes exclusively from supercomputers. A single climate simulation run on the NCCS Discover supercomputer can produce up to several petabytes of data. By partnering with NCCS, CDS is meeting this big data challenge for the climate science community supporting local, regional, national, and worldwide mitigation of climate change impacts. Moreover, CDS services in development will benefit professionals in agriculture, urban planning, energy and water resource management, insurance, policy-making, disaster recovery, and national security planning.