Lijing Wang, David Zhen Yin, Jef Caers

Data Science for the Geosciences (eBook, PDF)

• Format: PDF

Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 1. Januar 0001
• Englisch
• ISBN-13: 9781009201384
• Artikelnr.: 69003032

Autorenporträt

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.

Inhaltsangabe

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