TY - BOOK AU - Bouwer,Laurens M. AU - Dransch,Doris AU - Ruhnke,Roland AU - Rechid,Diana AU - Frickenhaus,Stephan AU - Greinert,Jens ED - SpringerLink (Online service) TI - Integrating Data Science and Earth Science: Challenges and Solutions T2 - SpringerBriefs in Earth System Sciences, SN - 9783030995461 AV - G1-922 U1 - 550 23 PY - 2022/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Earth sciences KW - Artificial intelligence—Data processing KW - Statistics  KW - Mathematics KW - Earth Sciences KW - Data Science KW - Statistics N1 - Data Science and Earth System Science -- The Digital Earth project: focus and agenda -- Data analysis and exploration with visual approaches -- Data analysis and exploration with computational approaches -- Data analysis and exploration with scientific workflows -- The Digital Earth SMART monitoring concept and tools -- Interdisciplinary collaboration -- Evaluating the success of the Digital Earth project -- Lessons learned in the Digital Earth project; Open Access N2 - 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 UR - https://doi.org/10.1007/978-3-030-99546-1 ER -