Data Science for the Geosciences

ISBN-13: 9781009201414 / Twarda / 2023 / 250 str.

California) Caers Jef (Stanford University

Opis

An accessible text providing data science foundations to address earth science questions using real-world case studies.

Recenzje

'This condensate of essential notions to deal with data typically found in geoscience offers a great toolbox for students who must perform analysis of big data that are spatially distributed or multivariate, or for the estimation of extreme events.' Grégoire Mariethoz, University of Lausanne

Spis treści

1. Extreme value statistics; 2. Multi-variate analysis; 3. Spatial data aggregation; 4. Geostatistics; 5. Review of mathematical and statistical concepts.