Package: pRecipe 3.0.2

pRecipe: Precipitation R Recipes

An open-access tool/framework to download, validate, visualize, and analyze multi-source precipitation data. More information and an example of implementation can be found in Vargas Godoy and Markonis (2023, <doi:10.1016/j.envsoft.2023.105711>).

Authors:Mijael Rodrigo Vargas Godoy [aut, cre], Yannis Markonis [aut, ths]

pRecipe_3.0.2.tar.gz
pRecipe_3.0.2.zip(r-4.5)pRecipe_3.0.2.zip(r-4.4)pRecipe_3.0.2.zip(r-4.3)
pRecipe_3.0.2.tgz(r-4.4-any)pRecipe_3.0.2.tgz(r-4.3-any)
pRecipe_3.0.2.tar.gz(r-4.5-noble)pRecipe_3.0.2.tar.gz(r-4.4-noble)
pRecipe_3.0.2.tgz(r-4.4-emscripten)pRecipe_3.0.2.tgz(r-4.3-emscripten)
pRecipe.pdf |pRecipe.html✨
pRecipe/json (API)
NEWS

# Install 'pRecipe' in R:

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

Bug tracker:https://github.com/mirovago/precipe/issues

On CRAN:

6.81 score 10 stars 1 packages 71 scripts 539 downloads 26 exports 109 dependencies

Last updated 4 months agofrom:8ac2710ae0. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 22 2024
R-4.5-win	NOTE	Nov 22 2024
R-4.5-linux	NOTE	Nov 22 2024
R-4.4-win	NOTE	Nov 22 2024
R-4.4-mac	NOTE	Nov 22 2024
R-4.3-win	NOTE	Nov 22 2024
R-4.3-mac	NOTE	Nov 22 2024

Exports:%>%crop_data csi download_data download_e_obs far fldmean infoNC label muldpm nse plot_box plot_density plot_heatmap plot_line plot_map plot_summary plot_taylor pod pRecipe_masks remap saveNC subset_data tabular trend yearstat

Dependencies:abind backports bit bit64 boot broom car carData class classInt cli clipr cluster codetools colorspace corrplot cowplot cpp11 crayon data.table DBI deldir Deriv doBy doParallel dplyr e1071 fansi farver foreach Formula generics ggplot2 ggpubr ggrepel ggsci ggsignif glue gridExtra gtable hexbin hms interp isoband iterators jpeg KernSmooth labeling lattice latticeExtra lifecycle lme4 lubridate magrittr mapproj maps MASS Matrix MatrixModels mgcv microbenchmark minqa modelr munsell ncdf4 nlme nloptr nnet numDeriv openair pbkrtest pillar pkgconfig png polynom prettyunits progress proxy purrr quantreg R6 raster RColorBrewer Rcpp RcppEigen readr rlang rstatix s2 scales sf sp SparseM stringi stringr survival terra tibble tidyr tidyselect timechange tzdb units utf8 vctrs viridisLite vroom withr wk

Introduction to pRecipe

Mijael Rodrigo Vargas Godoy, Yannis Markonis

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2023-09-25
Started: 2023-07-06

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Crop precipitation data sets	crop_data crop_data,character-method crop_data,data.table-method crop_data,Raster-method
Probability of Detection	csi
Download various precipitation data products	download_data
E-OBS data downloader	download_e_obs
False Alarm Rate	far
Field mean	fldmean fldmean,character-method fldmean,data.table-method fldmean,Raster-method
Show data content	infoNC infoNC,character-method infoNC,Raster-method
Labeling	label
Multiply by days per month	muldpm muldpm,character-method muldpm,data.table-method muldpm,Raster-method
Nash–Sutcliffe Efficiency	nse
Boxplot ggplot	plot_box plot_box,character-method plot_box,data.table-method plot_box,Raster-method
Histogram ggplot	plot_density plot_density,character-method plot_density,data.table-method plot_density,Raster-method
Heatmap ggplot	plot_heatmap plot_heatmap,character-method plot_heatmap,data.table-method plot_heatmap,Raster-method
Line ggplot	plot_line plot_line,character-method plot_line,data.table-method plot_line,Raster-method
Map ggplot	plot_map plot_map,character-method plot_map,data.table-method plot_map,Raster-method
Summary ggplot	plot_summary plot_summary,character-method plot_summary,data.table-method plot_summary,Raster-method
Taylor diagram	plot_taylor
Probability Of Detection	pod
Masks data	pRecipe_masks
Spatial aggregation	remap remap,character-method remap,data.table-method remap,Raster-method
Save .nc file	saveNC
Subset data in space and time	subset_data subset_data,character-method subset_data,data.table-method subset_data,Raster-method
Transform raster into data.table	tabular tabular,character-method tabular,Raster-method
Trends	trend trend,character-method trend,data.table-method trend,Raster-method
Yearly <stat>	yearstat yearstat,character-method yearstat,data.table-method yearstat,Raster-method