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 04 Jan. 2025.
Previous versions and publish date:
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

epubr  
Read EPUB File Metadata and Text
Provides functions supporting the reading and parsing of internal e-book content from EPUB files. T ...
Download / Learn more Package Citations See dependency  
qualmap  
Opinionated Approach for Digitizing Semi-Structured Qualitative GIS Data
Provides a set of functions for taking qualitative GIS data, hand drawn on a map, and converting it ...
Download / Learn more Package Citations See dependency  
ravedash  
Dashboard System for Reproducible Visualization of "iEEG"
Dashboard system to display the analysis results produced by 'RAVE' (Magnotti J.F., Wang Z., Beauch ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
EffectLiteR  
Average and Conditional Effects
Use structural equation modeling to estimate average and conditional effects of a treatment variabl ...
Download / Learn more Package Citations See dependency  
VARMER  
Variational Merging
A new mathematical formulation to merge observed data with gridded images of environmental variables ...
Download / Learn more Package Citations See dependency  

23,440

R Packages

202,297

Dependencies

63,567

Author Associations

23,434

Publication Badges

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