Data used in the "Statistical learning for geographic data" chapter in Geocomputation with R. See http://geocompr.robinlovelace.net/spatial-cv.html for details.
lsl
The landslide dataset consists of two objects (CRS: UTM zone 17S; EPSG:32717):
lsl
A data.frame
object representing the coordinates of landslide initiation points with 350 rows and 8 columns.
study_mask
An sf
-object delineating the natural part of the study area.
Landslide dataset of the RSAGA package: data("landslides", package = "RSAGA")
.
Landslide Data:
Muenchow, J., Brenning, A., Richter, R. (2012): Geomorphic process rates of landslides along a humidity gradient in the tropical Andes, Geomorphology 139-140, 271-284. DOI: 10.1016/j.geomorph.2011.10.029.
Stoyan, R. (2000): Aktivitaet, Ursachen und Klassifikation der Rutschungen in San Francisco/Suedecuador. Unpublished diploma thesis, University of Erlangen-Nuremberg, Germany.
data("lsl", "study_mask", package = "spDataLarge")