Name: Data Science for the Geosciences (en Inglés)
SKU: 55714352
Price: 175.39 USD
Availability: InStock
Author: Lijing Wang
ISBN: 9781009201414

portada Data Science for the Geosciences (en Inglés)

Data Science for the Geosciences (en Inglés)

Formato

Libro Físico

Editorial

Cambridge University Press

Autor

Lijing Wang

Idioma

Inglés

N° páginas

250

Encuadernación

Tapa Dura

ISBN13

9781009201414

Data Science for the Geosciences (en Inglés)

Lijing Wang (Autor) · Cambridge University Press · Tapa Dura

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Reseña del libro "Data Science for the Geosciences (en Inglés)"

Data Science for the Geosciences provides students and instructors with the statistical and machine learning foundations to address Earth science questions using real-world case studies in natural hazards, climate change, environmental contamination and Earth resources. It focuses on techniques that address common characteristics of geoscientific data, including extremes, multivariate, compositional, geospatial and space-time methods. Step-by-step instructions are provided, enabling readers to easily follow the protocols for each method, solve their geoscientific problems and make interpretations. With an emphasis on intuitive reasoning throughout, students are encouraged to develop their understanding without the need for complex mathematics, making this the perfect text for those with limited mathematical or coding experience. Students can test their skills with homework exercises that focus on data scientific analysis, modeling, and prediction problems, and through the use of supplemental Python notebooks that can be applied to real datasets worldwide.