0000000000350371

AUTHOR

J. F. Donges

showing 1 related works from this author

Earth system data cubes unravel global multivariate dynamics

2020

Understanding Earth system dynamics in light of ongoing human intervention and dependency remains a major scientific challenge. The unprecedented availability of data streams describing different facets of the Earth now offers fundamentally new avenues to address this quest. However, several practical hurdles, especially the lack of data interoperability, limit the joint potential of these data streams. Today, many initiatives within and beyond the Earth system sciences are exploring new approaches to overcome these hurdles and meet the growing interdisciplinary need for data-intensive research; using data cubes is one promising avenue. Here, we introduce the concept of Earth system data cu…

Agriculture and Food SciencesDECOMPOSITION0106 biological sciencesFLUXESDependency (UML)lcsh:Dynamic and structural geology010504 meteorology & atmospheric sciencesInterface (Java)Computer scienceDIMENSIONALITY010603 evolutionary biology01 natural sciencesESAData cube03 medical and health scienceslcsh:QE500-639.5TEMPERATURE SENSITIVITYlcsh:Science030304 developmental biology0105 earth and related environmental sciences0303 health sciencesData stream mininglcsh:QE1-996.5SCIENCEFRAMEWORKData sciencePRODUCTSlcsh:GeologyMODELEarth system scienceVariable (computer science)Workflow13. Climate actionGeneral Earth and Planetary Scienceslcsh:QSOIL RESPIRATIONCurse of dimensionality
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