Nothing
set.seed(1501)
#-----------------------------
library(rtop)
library(rgdal)
options(error = recover)
# Read directly from shape-files in data directory
rpath = system.file("extdata",package="rtop")
observations = readOGR(rpath, "observations")
predictionLocations = readOGR(rpath, "predictionLocations")
#Finding a few prediction locations of them
observations = observations[1:30,]
predictionLocations = predictionLocations[1:2,]
observations$obs = observations$QSUMMER_OB/observations$AREASQKM
# Setting some parameters
params = list(gDist = TRUE, cloud = FALSE, rresol = 25, hresol = 3)
# Build an object
rtopObj = createRtopObject(observations,predictionLocations, params = params)
# Fit a variogram (function also creates it)
rtopObj = rtopFitVariogram(rtopObj)
#rtopObj = checkVario(rtopObj)
rtopObj$variogramModel
rtopObj2 = rtopKrige(rtopObj, cv = TRUE)
print(attr(rtopObj2$varMatObs,"variogramModel"))
rtopObj3 = rtopKrige(rtopObj)
varmat = varMat(observations, predictionLocations, variogramModel = rtopObj$variogramModel,
gDistEst = TRUE, gDistPred = TRUE, rresol = 25, hresol = 3)
all.equal(varmat$varMatObs, rtopObj2$varMatObs)
rtopObj4 = rtopKrige(rtopObj2)
#debug(rtop:::rtopDisc.SpatialPolygons)
# rtopObj5 = rtopKrige(rtopObj, params = list(cnAreas = 5, cDlim = 10, nclus = 2))
print(summary(rtopObj2$predictions))
print(summary(rtopObj3$predictions))
print(summary(rtopObj4$predictions))
print(all.equal(rtopObj4$predictions, rtopObj3$predictions))
#spplot(rtopObj$predictions,col.regions = bpy.colors(), c("var1.pred","var1.var"))
# Cross-validation
#spplot(rtopObj2$predictions,col.regions = bpy.colors(), c("observed","var1.pred"))
print(cor(rtopObj2$predictions$observed,rtopObj2$predictions$var1.pred))
set.seed(1501)
library(intamap)
useRtopWithIntamap()
library(intamap)
output = interpolate(observations,predictionLocations,
optList = list(formulaString = obs~1, gDist = TRUE, cloud = FALSE, nmax = 10, rresol = 25, hresol = 3),
methodName = "rtop")
print(all.equal(rtopObj4$predictions@data$var1.pred, output$predictions@data$var1.pred))
print(all.equal(rtopObj4$predictions@data$var1.var, output$predictions@data$var1.var))
# Updating variogramModel
rtopObj5 = varMat(rtopObj4)
rtopObj6 = updateRtopVariogram(rtopObj5, exp = 1.5, action = "mult")
rtopObj7 = varMat(rtopObj6)
rtopObj10 = rtopSim(rtopObj, nsim = 5)
rtopObj11 = rtopObj
rtopObj11$predictionLocations = rtopObj11$observations
#rtopObj11$observations = NULL
rtopObj11$observations$unc = 0.1
rtopObj12 = rtopSim(rtopObj11, nsim = 10)
rtopObj10$simulations@data
rtopObj12$simulations@data
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