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pRecipe (version 3.0.1-3)

Precipitation R Recipes

Description

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, ).

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Version

Install

install.packages('pRecipe')

Monthly Downloads

603

Version

3.0.1-3

License

GPL-3

Issues

Pull Requests

Stars

Forks

Maintainer

Mijael R. Vargas G.

Last Published

January 31st, 2024

Functions in pRecipe (3.0.1-3)

download_cmap

CMAP data downloader
download_cmorph

CMORPH data downloader
download_chirps

CHIRPS data downloader
download_era5

ERA5 data downloader
download_ghcn

GHCN data downloader
download_cpc

CPC data downloader
download_gldas_clsm

GLDAS_CLSM data downloader
download_cru_ts

CRU_TS data downloader
download_gldas_noah

GLDAS_NOAH data downloader
download_fldas

FLDAS data downloader
download_gldas_vic

GLDAS_VIC data downloader
download_ncep_doe

NCEP_DOE data downloader
pRecipe_masks

Masks data
download_ncep_ncar

NCEP_NCAR data downloader
%>%

Pipe operator
aux_date

Ensure getZ output are dates
download_merra2

MERRA-2 data downloader
download_udel

UDEL data downloader
aux_info

Complement fldmean
far

False Alarm Rate
nse

Nash–Sutcliffe Efficiency
download_data

Download various precipitation data products
sellonlatbox

Select Longitude Latitude Box
selyear

Select Years
download_e_obs

E-OBS data downloader
download_gpcc

GPCC data downloader
dataset_check

Data set name checker
pRecipe-package

pRecipe: Precipitation R Recipes
download_gpcp

GPCP data downloader
remap

Spatial aggregation
download_20cr

20CR data downloader
saveNC

Save .nc file
download_terraclimate

TERRACLIMATE data downloader
download_trmm_3b43

TRMM_3B43 data downloader
download_mswep

MSWEP data downloader
label

Labeling
crop_data

Crop precipitation data sets
csi

Probability of Detection
plot_box

Boxplot ggplot
download_em_earth

EM_EARTH data downloader
muldpm

Multiply by days per month
download_era20c

ERA20C data downloader
download_persiann

PERSIANN data downloader
plot_map

Map ggplot
download_precl

PRECL data downloader
plot_density

Histogram ggplot
download_gpm_imerg

GPM_IMERG data downloader
plot_summary

Summary ggplot
plot_taylor

Taylor diagram
download_jra55

JRA-55 data downloader
fldmean

Field mean
plot_heatmap

Heatmap ggplot
pod

Probability Of Detection
plot_line

Line ggplot
infoNC

Show data content
subset_data

Subset data in space and time
trend

Trends
tabular

Transform raster into data.table
yearstat

Yearly <stat>
download_all

All data downloader