/sdw

Statistical Downscaling Workbench

Primary LanguageJavaMIT LicenseMIT

sdw

Statistical Downscaling Workbench

This web application, created as part of the project "Development of computational tools for downscaling of global circulation models and real-time flow forecasting", integrates a relational database of climate models and a set of downscaling computational tools based on artificial intelligence techniques.

The main functionality can be split in two modules: (1) ETL of climate data from global circulation models to a relational database; and (2) integration module for the statistical downscalintg tools, which generically support the basic operations of training, validation and forecasting.

Technologies

SDW was implemented using: JPA, ZK and Jersey.

Reference

  1. Simplificación del proceso complejo de reducción de escala de los modelos climáticos globales por medio de la aplicación web SDW