Spatial Uncertainty Propagation Analysis
Overview
Uncertainty propagation analysis in spatial environmental modelling 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.
Install
Health
- OK13 OK2026-08-04
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-04-13
- ERROR13 OK, 1 ERROR2026-04-12
- OK14 OK2026-03-10
Documentation
- Help pages
- 39includes a package overview page
- Examples that run
- 100%19 run in a plain check
- Exported functions with examples
- 86%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
Downloads
Dependencies
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 1.4-0Latest
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- unarchivedReturned to CRAN2020-05-01
- 1.3-22020-05-01 · diff ↗
- RR 4.0.0 released · 2020-04-24
- archivedRemoved from CRAN2019-12-21check problems were not corrected in time
- RR 3.6.0 released · 2019-04-26
- 1.3-12018-07-03 · diff ↗
- RR 3.5.0 released · 2018-04-23
- 1.2-1
- 0.1-12017-07-24 · diff ↗
Show 3 earlier eventsHide 3 earlier events
- RR 3.4.0 released · 2017-04-21
- 0.1-02017-04-13
- RR 3.3.0 released · 2016-05-03
Package metadata
- First published
- 2017-04-13
- Total releases
- 6 / 9 yrs
- License
- GPL (>= 3) OSI
- Minimum R
- ≥ 4.3.0
- Bundled data
- 174 KB / 7 files
- Download size
- 1.9 MB
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