Package: hyfo 1.4.6

hyfo: Hydrology and Climate Forecasting

Focuses on data processing and visualization in hydrology and climate forecasting. Main function includes data extraction, data downscaling, data resampling, gap filler of precipitation, bias correction of forecasting data, flexible time series plot, and spatial map generation. It is a good pre- processing and post-processing tool for hydrological and hydraulic modellers.

Authors:Yuanchao Xu [aut, cre]

hyfo_1.4.6.tar.gz
hyfo_1.4.6.zip(r-4.7)hyfo_1.4.6.zip(r-4.6)hyfo_1.4.6.zip(r-4.5)
hyfo_1.4.6.tgz(r-4.6-any)hyfo_1.4.6.tgz(r-4.5-any)
hyfo_1.4.6.tar.gz(r-4.7-any)hyfo_1.4.6.tar.gz(r-4.6-any)
hyfo_1.4.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
hyfo/json (API)

# Install 'hyfo' in R:

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

Bug tracker:https://github.com/yuanchao-xu/hyfo/issues

Datasets:

testCat - TestCat
testdl - Testdl
tgridData - TgridData

On CRAN:

climate climate-forecasting forecasting-models hydrology maps netcdf4

5.61 score 16 stars 51 scripts 448 downloads 30 exports 42 dependencies

Last updated from:728b50facb. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	190
source / vignettes	OK	206
linux-release-x86_64	NOTE	191
macos-release-arm64	NOTE	190
macos-oldrel-arm64	NOTE	176
windows-devel	NOTE	125
windows-release	NOTE	155
windows-oldrel	NOTE	126
wasm-release	OK	163

Exports:applyBiasFactor biasCorrect checkBind collectData collectData_csv_anarbe collectData_excel_anarbe collectData_txt_anarbe downscaleNcdf extractPeriod fillGap getAnnual getBiasFactor getEnsem_comb getFrcEnsem getHisEnsem getLMom getMoment getNcdfVar getPreciBar getPreciBar_comb getSpatialMap getSpatialMap_comb getSpatialMap_mat list2Dataframe loadNcdf plotTS plotTS_comb resample shp2cat writeNcdf

Dependencies:class classInt cli cpp11 data.table DBI e1071 farver ggplot2 glue gtable isoband KernSmooth labeling lattice lifecycle lmom magrittr maps MASS moments ncdf4 plyr proxy R6 RColorBrewer Rcpp reshape2 rlang s2 S7 scales sf sp stringi stringr units vctrs viridisLite withr wk zoo

hyfo Easy Start

Introduction | TIPS

Rendered fromhyfo.Rmdusingknitr::rmarkdown

Last update: 2020-08-28
Started: 2015-06-25

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Apply bias factor to different forecasts for multi/operational/real time bias correction.	applyBiasFactor applyBiasFactor,data.frame,biasFactor-method applyBiasFactor,list,biasFactor.hyfo-method
Biascorrect the input timeseries or hyfo dataset	biasCorrect biasCorrect,data.frame,data.frame,data.frame-method biasCorrect,list,list,list-method
An S4 class, representing the biasFactor of single time series biasCorrection.	biasFactor-class
An S4 class, representing the biasFactor of hyfo file.	biasFactor.hyfo-class
Check data for bind function.	checkBind
Collect data from different csv files.	collectData
Collect data from csv for Anarbe case.	collectData_csv_anarbe
Collect data from different excel files	collectData_excel_anarbe
collect data from different txt.	collectData_txt_anarbe
Change lon lat coordinates to cell coordinates	coord2cell
Downscale NetCDF file	downscaleNcdf
Extract period from list or dataframe.	extractPeriod extractPeriod,data.frame-method extractPeriod,list-method
Fill gaps in the rainfall time series.	fillGap
Get annual rainfall of different rainfall time series	getAnnual getAnnual,data.frame-method getAnnual,list-method
Get annual rainfall of the input time series.	getAnnual_dataframe
Get bias factor for multi/operational/real time bias correction.	getBiasFactor getBiasFactor,data.frame,data.frame-method getBiasFactor,list,list-method
Combine ensembles together	getEnsem_comb
Extract time series from forecasting data.	getFrcEnsem
Get ensemble forecast from historical data.	getHisEnsem
get L moment analysis of the input distribution	getLMom
Get mean rainfall data.	getMeanPreci
get moment analysis of the input distribution	getMoment
Get variable name of the NetCDF file.	getNcdfVar
get mean rainfall bar plot of the input dataset or time series.	getPreciBar getPreciBar,data.frame-method getPreciBar,list-method
Combine bars together	getPreciBar_comb
Get spatial map of the input dataset.	getSpatialMap
Combine maps together	getSpatialMap_comb
Replot raster matrix	getSpatialMap_mat
Convert a list to a dataframe.	list2Dataframe
Load NetCDF file	loadNcdf
Get monthly rainfall	monthlyPreci
plot time series, with marks on missing value.	plotTS
Combine time seires plot together	plotTS_comb
Resample your time series or ncdf files.	resample resample,data.frame-method resample,list-method
Get a catchment object from selected shape file.	shp2cat
testCat	testCat
testdl	testdl
tgridData	tgridData
Write to NetCDF file using hyfo list file	writeNcdf