O2S2: A new venue for computational geostatistics. (November 2019)

• Record Type: Journal Article
• Authors: Menafoglio, Alessandra; Secchi, Piercesare
• Is Part Of: Applied computing and geosciences. Volume 2(2019)
• Publication Date: 2019-11
• Subjects: Object oriented data analysis -- Georeferenced data -- Kriging -- Computational statistics; Earth sciences -- Data processing -- Periodicals; 550.285
• DOI: 10.1016/j.acags.2019.100007
• Languages: English
• ISSNs: 2590-1974

Abstract

Abstract: Applied sciences have witnessed an explosion of georeferenced data. Object oriented spatial statistics (O2S2) is a recent system of ideas that provides a solid framework where the new challenges posed by the GeoData revolution can be faced, by grounding the analysis on a powerful geometrical and topological approach. We shall present a perspective on O2S2, as a fruitful ground where novel computational approaches to geosciences can be developed, at the very interface among varied fields of applied sciences – including mathematics, statistics, computer science and engineering.