Random Fields and Applications to SpaceTime, Multivariate, Functional Geostatistics, and Spatial Extremes

By Emilio Porcu, Moreno Bevilacqua, Simone Padoan

This book presents an overview of reproducing kernel Hilbert, Sobolev, and H lder spaces. Unlike most related books, this one brings together the two perspectives of geostatistics and reproducing kernel Hilbert spaces. It begins with second-order random fields defined over Hilbert spaces and then progresses to applications to space, space-time random fields, vector-valued random fields, functional geostatistics, and extreme-valued random fields. The book includes real-world examples and case studies that illustrate data analysis and simulation. All examples are implemented with R packages.

• Format: Hardcover
• Language: English
• ISBN: 1439876746
• ISBN13: 9781439876749
• Release Date: July 2025
• Publisher: Chapman and Hall/CRC
• Length: 500 Pages