Yanan Xin: Katalogdaten im Herbstsemester 2022

NameFrau Dr. Yanan Xin
Inst. f. Kartografie u. Geoinform.
ETH Zürich, HIL G 37.1
Stefano-Franscini-Platz 5
8093 Zürich
Telefon+41 44 633 32 77
DepartementBau, Umwelt und Geomatik

103-0251-00LComputational Methods for Geospatial Analysis4 KP4GK. Schindler, J. A. Butt, B. Soja, Y. Xin
KurzbeschreibungIntroduction to mathematical and statistical tools for geospatial data analysis.
LernzielThe goal is to familiarise students with the principles and tools of geospatial data analysis, and to enable them to apply those tools to practical tasks.
InhaltThe course introduces basic methods of geostatistics and geospatial data analysis. Topics include spatial correlation, auto-correlation and the variogram; surface interpolation (kernel-based, kriging, parametric surface models); spatially adaptive filtering (bilinear, guided filter); spatial stochastic processes and random fields; time series models and spatio-temporal analysis.