Other packages > Find by keyword >

RFplus  

Machine Learning for Merging Satellite and Ground Precipitation Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RFplus", "1.3-0")



Attach the package and use:
library("RFplus")
Maintained by
Jonnathan Augusto Landi Bermeo
[Scholar Profile | Author Map]
First Published: 2025-02-04
Latest Update: 2025-02-04
Description:
Implements a bias correction method that combines Random Forest models with Quantile Mapping to improve the accuracy of satellite-derived environmental datasets. The model corrects biases in meteorological variables, such as precipitation and temperature, by integrating in situ measurements and a Digital Elevation Model (DEM).
How to cite:
Jonnathan Augusto Landi Bermeo (2025). RFplus: Machine Learning for Merging Satellite and Ground Precipitation Data. R package version 1.3-0, https://cran.r-project.org/web/packages/RFplus. Accessed 04 Apr. 2025.
Previous versions and publish date:
1.2-2 (2025-02-04 10:10), 1.3-0 (2025-02-24 18:40), 1.4-0 (2025-03-10 16:10)
Other packages that cited RFplus R package
View RFplus citation profile
Other R packages that RFplus depends, imports, suggests or enhances
Complete documentation for RFplus
Functions, R codes and Examples using the RFplus R package
Full RFplus package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2603/2703/2803/2903/3003/3104/0104/02Downloads for RFplus051015202530354045TrendBars

Today's Hot Picks in Authors and Packages

RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
PakPMICS2014HH  
Multiple Indicator Cluster Survey (MICS) 2014 Household Questionnaire Data for Punjab, Pakistan
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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