Integrating Data Science and Earth Science
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...
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| Format: | Online |
|---|---|
| Jezik: | engleski |
| Izdano: |
Springer Nature
2022
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| Teme: | |
| Online pristup: | ONIX_20220817_9783030995461_14 |
| Oznake: |
Bez oznaka, Budi prvi tko označuje ovaj zapis!
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| _version_ | 1869513788213952512 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-91317 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-913172025-08-13T13:42:04Z Integrating Data Science and Earth Science Bouwer, Laurens M. Dransch, Doris Ruhnke, Roland Rechid, Diana Frickenhaus, Stephan Greinert, Jens Machine learning SMART monitoring Computational data exploration Digital Earth Visual data exploration thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics 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. 2022-08-18T04:03:58Z 2022-08-18T04:03:58Z 2022-08-17T20:14:11Z 2022 book ONIX_20220817_9783030995461_14 OCN: 1337856547 https://library.oapen.org/handle/20.500.12657/57914 9783030995461 https://directory.doabooks.org/handle/20.500.12854/91317 eng SpringerBriefs in Earth System Sciences open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/57914/1/978-3-030-99546-1.pdf https://library.oapen.org/bitstream/20.500.12657/57914/1/978-3-030-99546-1.pdf https://library.oapen.org/bitstream/20.500.12657/57914/1/978-3-030-99546-1.pdf Springer Nature Springer 10.1007/978-3-030-99546-1 10.1007/978-3-030-99546-1 9fa3421d-f917-4153-b9ab-fc337c396b5a Helmholtz Association 9af17a1f-e23d-4316-a96b-d0e94bba17e1 9783030995461 Springer 148 Cham [...] open access |
| spellingShingle | Machine learning SMART monitoring Computational data exploration Digital Earth Visual data exploration thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics Integrating Data Science and Earth Science |
| title | Integrating Data Science and Earth Science |
| title_full | Integrating Data Science and Earth Science |
| title_fullStr | Integrating Data Science and Earth Science |
| title_full_unstemmed | Integrating Data Science and Earth Science |
| title_short | Integrating Data Science and Earth Science |
| title_sort | integrating data science and earth science |
| topic | Machine learning SMART monitoring Computational data exploration Digital Earth Visual data exploration thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics |
| topic_facet | Machine learning SMART monitoring Computational data exploration Digital Earth Visual data exploration thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics |
| url | ONIX_20220817_9783030995461_14 |