Growing volumes of Earth science data have enabled unprecedented studies of Earth system dynamics and their changes over time. These data are increasingly provided in near-real-time, facilitating monitoring and forecasting tools with a variety of societal applications. This data integration offers opportunities for novel transdisciplinary research and applications. However, these efforts are also fraught with a variety of significant challenges.