Other packages > Find by keyword >

spup  

Spatial Uncertainty Propagation Analysis
View on CRAN: Click here


Download and install spup package within the R console
Install from CRAN:
install.packages("spup")

Install from Github:
library("remotes")
install_github("cran/spup")

Install by package version:
library("remotes")
install_version("spup", "1.4-0")



Attach the package and use:
library("spup")
Maintained by
Kasia Sawicka
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-13
Latest Update: 2024-01-10
Description:
Uncertainty propagation analysis in spatial environmentalmodelling following methodology described in Heuvelink et al. (2007) <doi:10.1080/13658810601063951> and Brown and Heuvelink (2007) <doi:10.1016/j.cageo.2006.06.015>. The package provides functions for examining the uncertainty propagation starting from input data and model parameters, via the environmental model onto model outputs. The functions include uncertainty model specification, stochastic simulation and propagation of uncertainty using Monte Carlo (MC) techniques. Uncertain variables are described by probability distributions. Both numerical and categorical data types are handled. Spatial auto-correlation within an attribute and cross-correlation between attributes is accommodated for. The MC realizations may be used as input to the environmental models called from R, or externally.
How to cite:
Kasia Sawicka (2017). spup: Spatial Uncertainty Propagation Analysis. R package version 1.4-0, https://cran.r-project.org/web/packages/spup. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:08), 0.1-0 (2017-04-13 23:21), 0.1-1 (2017-07-24 12:59), 1.2-1 (2018-03-14 17:35), 1.3-1 (2018-07-03 16:20), 1.3-2 (2020-05-01 00:20)
Other packages that cited spup R package
View spup citation profile
Other R packages that spup depends, imports, suggests or enhances
Complete documentation for spup
Functions, R codes and Examples using the spup R package
Some associated functions: OC . OC_sd . TN . TN_sd . check_distribution . check_if_Spatial . crm2vgm . defineMUM . defineUM . dem30m . dem30m_sd . distribution_sampling . distribution_sampling_raster . executable . find_strata . genSample.JointNumericSpatial . genSample.JointScalar . genSample.MarginalCategoricalSpatial . genSample.MarginalNumericSpatial . genSample.MarginalScalar . genSample . list_depth . makeCRM . mean_MC_sgdf . plot.SpatialCorrelogramModel . print.template . propagate . quantile_MC_sgdf . render.character . render . render.template . sd_MC_sgdf . spup--pkg . stratsamp . template . var_MC_sgdf . varcov . vgm2crm . woon . 
Some associated R codes: OC-data.R . OC_sd-data.R . TN-data.R . TN_sd-data.R . check_distribution.R . check_if_Spatial.R . crm2vgm.R . defineUM.R . dem30m-data.R . dem30m_sd-data.R . distribution_sampling.R . distribution_sampling_raster.R . executable.R . find_strata.R . genSample.JointNumericSpatial.R . genSample.JointScalar.R . genSample.MarginalCategoricalSpatial.R . genSample.MarginalNumericSpatial.R . genSample.MarginalScalar.R . genSample.R . list_depth.R . makeCRM.R . mean_MC_sgdf.R . plot.SpatialCorrelogramModel.R . print.template.R . propagate.R . quantile_MC_sgdf.R . render.R . render.character.R . render.template.R . sd_MC_sgdf.R . spup.R . stratsamp.R . template.R . var_MC_sgdf.R . varcov.R . vgm2crm.R . woon-data.R .  Full spup package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA