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| Verfasst von: | Davis, Jerry D. [VerfasserIn]  |
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| Titel: | Introduction to environmental data science |
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| Verf.angabe: | Jerry D. Davis |
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| Ausgabe: | First edition |
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| Verlagsort: | Boca Raton ; London ; New York |
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| Verlag: | CRC Press |
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| Jahr: | 2023 |
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| Umfang: | 1 Online-Ressource (xx, 382 Seiten) |
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| Illustrationen: | Illustrationen, Diagramme, Karten |
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| Gesamttitel/Reihe: | Data science series |
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| Fussnoten: | Includes bibliographical references and index |
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| ISBN: | 978-1-003-31782-1 |
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| Abstract: | "Introduction to Environmental Data Science focuses on data science methods in the R language applied to environmental research, with sections on exploratory data analysis in R including data abstraction, transformation, and visualization; spatial data analysis in vector and raster models; statistics & modelling ranging from exploratory to modelling, considering confirmatory statistics and extending to machine learning models; time series analysis, focusing especially on carbon and micrometeorological flux; and communication. Introduction to Environmental Data Science. It is an ideal textbook to teach undergraduate to graduate level students in environmental science, environmental studies, geography, earth science, and biology, but can also serve as a reference for environmental professionals working in consulting, NGOs, and government agencies at the local, state, federal, and international levels"-- |
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| DOI: | doi:10.1201/9781003317821 |
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| URL: | Resolving-System: https://doi.org/10.1201/9781003317821 |
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| | Verlag: https://www.taylorfrancis.com/books/9781003317821 |
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| | DOI: https://doi.org/10.1201/9781003317821 |
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| Schlagwörter: | (s)Umweltdaten / (s)Datenverarbeitung |
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| Datenträger: | Online-Ressource |
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| Sprache: | eng |
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| Bibliogr. Hinweis: | Erscheint auch als : Druck-Ausgabe: Davis, Jerry D.: Introduction to environmental data science. - First edition. - Boca Raton : CRC Press, 2023. - xx, 382 Seiten |
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| Sach-SW: | BUSINESS & ECONOMICS / Statistics |
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| | MATHEMATICS / Probability & Statistics / General |
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| K10plus-PPN: | 1847463797 |
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| Lokale URL UB: |  Zum Volltext |
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Introduction to environmental data science / Davis, Jerry D. [VerfasserIn]; 2023 (Online-Ressource)
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