02636nam 22007093 450 991058448650332120250628110027.03-030-99546-1(CKB)5670000000371912(MiAaPQ)EBC7045473(Au-PeEL)EBL7045473(OCoLC)1336714453(oapen)https://directory.doabooks.org/handle/20.500.12854/91317(PPN)263899004(ODN)ODN0010070774(oapen)doab91317(EXLCZ)99567000000037191220220919d2022 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierIntegrating Data Science and Earth Science Challenges and Solutions1st ed.ChamSpringer Nature2022Cham :Springer International Publishing AG,2022.©2022.1 online resource (158 pages)SpringerBriefs in Earth System Sciences 3-030-99545-3 This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.SpringerBriefs in Earth System Sciences Earth sciencesbicsscAlgorithms & data structuresbicsscArtificial intelligencebicsscProbability & statisticsbicsscMathematicsbicsscMachine learningSMART monitoringComputational data explorationDigital EarthVisual data explorationEarth sciencesAlgorithms & data structuresArtificial intelligenceProbability & statisticsMathematicsCOM004000COM031000MAT000000MAT029000SCI019000bisacshBouwer Laurens M1256560Dransch Doris1256561Ruhnke Roland1256562Rechid Diana1256563Frickenhaus Stephan1256564Greinert Jens1256565MiAaPQMiAaPQMiAaPQBOOK9910584486503321Integrating Data Science and Earth Science2912621UNINA