Spatial Uncertainty Propagation Analysis


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Documentation for package ‘spup’ version 1.4-0

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check_distribution Simple check if distribution provided in defineUM() belongs to a list of supported distributions.
check_if_Spatial Simple check if class of provided object is Spatial
crm2vgm Converting a spatial correlogram model to a variogram model
defineMUM Define Mulivariate Uncertainty Model
defineUM Define an uncertainty model for a single variable
dem30m Digital Elevation Model of Zlatibor region in Serbia.
dem30m_sd Standard deviation of Digital Elevation Model of Zlatibor region in Serbia.
distribution_sampling Sampling from a given distribution
distribution_sampling_raster Sampling from a given distribution
executable Wrapper function for calling executables in R
find_strata Sampling from a given distribution
genSample Methods for generating Monte Carlo realizations from uncertain inputs.
genSample.JointNumericSpatial Generating Monte Carlo sample from a list of uncertain objects that are cross-correlated.
genSample.JointScalar Generating sample from cross-correlated variables described by a scalar.
genSample.MarginalCategoricalSpatial Generating Monte Carlo sample from an uncertain object of a class 'MarginalCategoricalSpatial'
genSample.MarginalNumericSpatial Generating Monte Carlo sample from an uncertain object of a class 'MarginalNumericSpatial'
genSample.MarginalScalar Generating Monte Carlo sample from an uncertain object of a class 'MarginalScalar'
list_depth Function to find the level of list nesting
makeCRM Defining a spatial correlogram model
makecrm Defining a spatial correlogram model
mean_MC_sgdf mean() function for MC sample saved in a SpatialGridDataFrame
OC Soil organic carbon content in a south area (33 x 33km) of lake Alaotra in Madagascar.
OC_sd Standard deviation of soil organic carbon content in a south area (33 x 33km) of lake Alaotra in Madagascar.
plot.SpatialCorrelogramModel Plots correlogram model
print.template Print method for class "template."
propagate Propagation function
quantile_MC_sgdf quantile() function for MC sample saved in a SpatialGridDataFrame
render Rendering template
render.character Render method for "character" class.
render.template Render method for "template" class.
sd_MC_sgdf sd() function for MC sample saved in a SpatialGridDataFrame
spup--pkg spup - Package for spatial uncertainty propagation
stratsamp Stratified sampling for spatial variables
template Constructor for class "template".
TN Soil total nitrogen content in a south area (33 x 33km) of lake Alaotra in Madagascar.
TN_sd Standard deviation of soil total nitrogen content in a south area (33 x 33km) of lake Alaotra in Madagascar.
varcov Calculate variance covariance matrix
var_MC_sgdf var() function for MC sample saved in a SpatialGridDataFrame
vgm2crm Convert vgm to crm
woon Neighbourhood in Rotterdam.
_PACKAGE spup - Package for spatial uncertainty propagation