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Cover: 9781009201407 | Data Science for the Geosciences | Lijing Wang (u. a.) | Taschenbuch
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Data Science for the Geosciences
Taschenbuch von Lijing Wang (u. a.)
Sprache: Englisch

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Beschreibung
"An accessible text that provides students and instructors with the data science foundations to address earth science questions using real-world case studies. Focusing on intuitive reasoning, students are encouraged to develop their understanding through exercises utilizing Python notebooks and real datasets"--
"An accessible text that provides students and instructors with the data science foundations to address earth science questions using real-world case studies. Focusing on intuitive reasoning, students are encouraged to develop their understanding through exercises utilizing Python notebooks and real datasets"--
Über den Autor
Dr. Lijing Wang is a Postdoctoral Research Fellow in the Earth and Environmental Sciences Area at Lawrence Berkeley National Laboratory. She earned her Ph.D. from the Department of Earth and Planetary Sciences at Stanford University. Her research centers on integrating geoscientific data, such as geophysical surveys and in-situ hydrological measurements, with hydrological modeling to develop informed solutions for water resource management. She was a Stanford Data Science Scholar and had been a teaching assistant for the Data Science for Geosciences course at Stanford for over three years. She has received the Harriet Benson Fellowship from Stanford for her exceptional research accomplishments.
Inhaltsverzeichnis
1. Extreme value statistics; 2. Multi-variate analysis; 3. Spatial data aggregation; 4. Geostatistics; 5. Review of mathematical and statistical concepts.
Details
Erscheinungsjahr: 2023
Genre: Geowissenschaften
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781009201407
ISBN-10: 1009201409
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Wang, Lijing
Yin, David Zhen
Caers, Jef
Hersteller: Cambridge University Pr.
Maße: 252 x 202 x 15 mm
Von/Mit: Lijing Wang (u. a.)
Erscheinungsdatum: 17.08.2023
Gewicht: 0,674 kg
Artikel-ID: 126797326
Über den Autor
Dr. Lijing Wang is a Postdoctoral Research Fellow in the Earth and Environmental Sciences Area at Lawrence Berkeley National Laboratory. She earned her Ph.D. from the Department of Earth and Planetary Sciences at Stanford University. Her research centers on integrating geoscientific data, such as geophysical surveys and in-situ hydrological measurements, with hydrological modeling to develop informed solutions for water resource management. She was a Stanford Data Science Scholar and had been a teaching assistant for the Data Science for Geosciences course at Stanford for over three years. She has received the Harriet Benson Fellowship from Stanford for her exceptional research accomplishments.
Inhaltsverzeichnis
1. Extreme value statistics; 2. Multi-variate analysis; 3. Spatial data aggregation; 4. Geostatistics; 5. Review of mathematical and statistical concepts.
Details
Erscheinungsjahr: 2023
Genre: Geowissenschaften
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781009201407
ISBN-10: 1009201409
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Wang, Lijing
Yin, David Zhen
Caers, Jef
Hersteller: Cambridge University Pr.
Maße: 252 x 202 x 15 mm
Von/Mit: Lijing Wang (u. a.)
Erscheinungsdatum: 17.08.2023
Gewicht: 0,674 kg
Artikel-ID: 126797326
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