Workshop: Building reproducible workflows for earth sciences

ECMWF maintains strong collaboration with WMO, space agencies, conventional data providers and Member/Co-operating States in standardized data representation to accomplishing exchange and data assimilation of the high-quality observations. That secure success of efficient data workflow, longevity in data archive and climate reanalysis, ensuring new weather observations will continue to improve forecasts for the benefit of society. The power of the standardized data comes from the power of data usage amongst internal and external stakeholders serving seamless integration in the operations while fulfilling needs in research.