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]

dissever_0.2-3.9000.tar.gz
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dissever_0.2-3.9000.tgz(r-4.6-any)dissever_0.2-3.9000.tgz(r-4.5-any)
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dissever_0.2-3.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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 8 scripts 318 downloads 5 exports 79 dependencies

Last updated from:37441ee1cc. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	281
source / vignettes	OK	269
linux-release-x86_64	OK	269
macos-release-arm64	OK	230
macos-oldrel-arm64	OK	157
windows-devel	OK	235
windows-release	OK	216
windows-oldrel	OK	217
wasm-release	OK	171

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

Dependencies:boot caret class cli clock codetools cpp11 data.table diagram digest dplyr e1071 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 ModelMetrics nlme nnet numDeriv parallelly pillar pkgconfig plyr pROC prodlim progressr proxy purrr R6 raster RColorBrewer Rcpp recipes reshape2 rlang rpart S7 scales shape sp sparsevctrs SQUAREM stringi stringr survival terra tibble tidyr tidyselect timechange timeDate tzdb utf8 vctrs viridis viridisLite withr

Dissever Tutorial

Rendered fromdissever-demo.Rmdusingknitr::rmarkdown

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