createRtopObject: Create an object for interpolation within the rtop package

In rtop: Interpolation of Data with Variable Spatial Support

Create an object for interpolation within the rtop package

Description

This is a help function for creating an object (see rtop-package to be used for interpolation within the rtop package

Usage

createRtopObject(observations, predictionLocations,
   formulaString, params=list(), overlapObs,
   overlapPredObs, ...)

Arguments

observations	SpatialPolygonsDataFrame or sf-polygons with observations
predictionLocations	a SpatialPolygons, SpatialPolygonsDataFrame-object or sf-polygons with prediction locations
formulaString	formula that defines the dependent variable as a linear model of independent variables; suppose the dependent variable has name z, for ordinary and simple kriging use the formula z~1; for universal kriging, suppose z is linearly dependent on x and y, use the formula z~x+y. The formulaString defaults to "value~1" if value is a part of the data set. If not, the first column of the data set is used. Universal kriging is not yet properly implemented in the rtop-package, this element is mainly used for defining the dependent variable.
params	parameters to modify the default parameters of the rtop-package, set internally in this function by a call to getRtopParams
overlapObs	matrix with observations that overlap each other
overlapPredObs	matrix with observations and predictionLocations that overlap each other
...	Extra parameters to getRtopParams and possibility to pass depreceted arguments

Value

An object of class rtop with observations, prediction locations, parameters and possible other elements useful for interpolation in the rtop-package. Most other externally visible functions in the package will be able to work with this object, and add the results as a new element.

Author(s)

Jon Olav Skoien

References

Skoien J. O., R. Merz, and G. Bloschl. Top-kriging - geostatistics on stream networks. Hydrology and Earth System Sciences, 10:277-287, 2006.

Skoien, J. O., Bloschl, G., Laaha, G., Pebesma, E., Parajka, J., Viglione, A., 2014. Rtop: An R package for interpolation of data with a variable spatial support, with an example from river networks. Computers & Geosciences, 67.

See Also

getRtopParams

Examples

rpath = system.file("extdata",package="rtop")
library(sf)
observations = st_read(rpath, "observations")
predictionLocations = st_read(rpath,"predictionLocations")

# Create a column with the specific runoff:
observations$obs = observations$QSUMMER_OB/observations$AREASQKM

# Setting some parameters 
params = list(gDist = TRUE, cloud = FALSE)
# Create a column with the specific runoff:
observations$obs = observations$QSUMMER_OB/observations$AREASQKM
# Build an object
rtopObj = createRtopObject(observations, predictionLocations, 
                           params = params)

rtop documentation built on July 4, 2024, 9:09 a.m.