Other packages > Find by keyword >

WQM  

Wavelet-Based Quantile Mapping for Postprocessing Numerical Weather Predictions
View on CRAN: Click here


Download and install WQM package within the R console
Install from CRAN:
install.packages("WQM")

Install from Github:
library("remotes")
install_github("cran/WQM")

Install by package version:
library("remotes")
install_version("WQM", "0.1.4")



Attach the package and use:
library("WQM")
Maintained by
Ze Jiang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-11
Latest Update: 2024-10-11
Description:
The wavelet-based quantile mapping (WQM) technique is designed to correct biases in spatio-temporal precipitation forecasts across multiple time scales. The WQM method effectively enhances forecast accuracy by generating an ensemble of precipitation forecasts that account for uncertainties in the prediction process. For a comprehensive overview of the methodologies employed in this package, please refer to Jiang, Z., and Johnson, F. (2023) <doi:10.1029/2022EF003350>. The package relies on two packages for continuous wavelet transforms: 'WaveletComp', which can be installed automatically, and 'wmtsa', which is optional and available from the CRAN archive <https://cran.r-project.org/src/contrib/Archive/wmtsa/>. Users need to manually install 'wmtsa' from this archive if they prefer to use 'wmtsa' based decomposition.
How to cite:
Ze Jiang (2024). WQM: Wavelet-Based Quantile Mapping for Postprocessing Numerical Weather Predictions. R package version 0.1.4, https://cran.r-project.org/web/packages/WQM. Accessed 21 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited WQM R package
View WQM citation profile
Other R packages that WQM depends, imports, suggests or enhances
Complete documentation for WQM
Functions, R codes and Examples using the WQM R package
Full WQM package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA