1. Integrating Data Science and Earth Science
- Author
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Bouwer, Laurens M., Dransch, Doris, Ruhnke, Roland, Rechid, Diana, Frickenhaus, Stephan, and Greinert, Jens
- Subjects
Machine learning ,SMART monitoring ,Computational data exploration ,Digital Earth ,Visual data exploration ,bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences ,bic Book Industry Communication::U Computing & information technology::UM Computer programming / software development::UMB Algorithms & data structures ,bic Book Industry Communication::U Computing & information technology::UY Computer science::UYQ Artificial intelligence ,bic Book Industry Communication::P Mathematics & science::PB Mathematics::PBT Probability & statistics ,bic Book Industry Communication::P Mathematics & science::PB Mathematics - Abstract
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.
- Published
- 2022
- Full Text
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