# Spatial Uncertainty Propagation Analysis

## Documentation for package ‘spup’ version 1.4-0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

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