Gridpoint Statistical Interpolation (GSI)

stratus clouds


Welcome to the users page for the Community Gridpoint Statistical Interpolation (GSI) system. The community GSI system is a variational data assimilation system, designed to be flexible, state-of-art, and run efficiently on various parallel computing platforms. The GSI system is in the public domain and is freely available for community use.

The Developmental Testbed Center (DTC) currently maintains and supports a community version of the GSI system (last released at version 3.7). The testing and support of this GSI system at the DTC currently focus on regional numerical weather prediction (NWP) applications coupled with the Weather Research and Forecasting (WRF) Model, but GSI can be applied to the Global Forecast System (GFS) as well as other modeling systems.

GSI is an operational data assimilation system available for community use. Some of these GSI advanced features are:

  • Combined with an ensemble system, GSI can be used as an 3D/4D ensemble-variational hybrid data assimilation system.
  • GSI features capabilities for observation sensitivity calculation. Coupled with its global model, this feature has been used by NASA for its operational data impact study.
  • GSI can be used as an observation operator to provide O-B for the EnKF system or other data analysis systems.

For a complete list of capabilities, please see the GSI User's Guide.

The GSI code management and support are made available through a community GSI effort jointly led by the Developmental Testbed Center (DTC) and the National Centers for Environmental Prediction (NCEP) Environmental Modeling Center (EMC), in collaboration with other GSI developers. To help sustain this effort, we recommend those who use this community service refer to this community GSI effort in their work and publications: Citation.