Package: dissever 0.2-3.9000

dissever: Spatial Downscaling using the Dissever Algorithm

Spatial downscaling of coarse grid mapping to fine grid mapping using predictive covariates and a model fitted using the 'caret' package. The original dissever algorithm was published by Malone et al. (2012) <doi:10.1016/j.cageo.2011.08.021>, and extended by Roudier et al. (2017) <doi:10.1016/j.compag.2017.08.021>.

Authors:Pierre Roudier [cre, aut], Brendan Malone [ctb]

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dissever.pdf |dissever.html✨
dissever/json (API)

# Install 'dissever' in R:

install.packages('dissever', repos = c('https://pierreroudier.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pierreroudier/dissever/issues

Datasets:

edgeroi - Subset of the 1-km resolution soil carbon map and selected subset of environmental covariates for the Edgeroi District, NSW

On CRAN:

4.70 score 10 stars 6 scripts 231 downloads 5 exports 82 dependencies

Last updated 5 years agofrom:37441ee1cc. Checks:8 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 02 2025
R-4.5-win	OK	Feb 02 2025
R-4.5-mac	OK	Feb 02 2025
R-4.5-linux	OK	Feb 02 2025
R-4.4-win	OK	Feb 02 2025
R-4.4-mac	OK	Feb 02 2025
R-4.3-win	OK	Feb 02 2025
R-4.3-mac	OK	Feb 02 2025

Exports:dissever generate_ci plot.dissever print.dissever summary.dissever

Dependencies:boot caret class cli clock codetools colorspace cpp11 data.table diagram digest dplyr e1071 fansi farver foreach future future.apply generics ggplot2 globals glue gower gridExtra gtable hardhat ipred isoband iterators KernSmooth labeling lattice lava lifecycle listenv lubridate magrittr MASS Matrix mgcv ModelMetrics munsell nlme nnet numDeriv parallelly pillar pkgconfig plyr pROC prodlim progressr proxy purrr R6 raster RColorBrewer Rcpp recipes reshape2 rlang rpart scales shape sp sparsevctrs SQUAREM stringi stringr survival terra tibble tidyr tidyselect timechange timeDate tzdb utf8 vctrs viridis viridisLite withr

Dissever Tutorial

Malone, B. and Roudier, P.

Rendered fromdissever-demo.Rmdusingknitr::rmarkdownon Feb 02 2025.

Last update: 2017-12-11
Started: 2015-09-29

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
dissever	dissever-package
Spatial downscaling	dissever dissever,RasterLayer,RasterLayer-method dissever,RasterLayer,RasterStack-method
Subset of the 1-km resolution soil carbon map and selected subset of environmental covariates for the Edgeroi District, NSW	edgeroi
Confidence intervals using bootstraping	generate_ci generate_ci,list,RasterStack-method
Plots a dissever result	plot.dissever
Prints the performance of the dissever procedure	print.dissever
Prints summary of the model used in the dissever procedure	summary.dissever