Other packages > Find by keyword >

RFmerge  

Merging of Satellite Datasets with Ground Observations using Random Forests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RFmerge", "0.3-3")



Attach the package and use:
library("RFmerge")
Maintained by
Mauricio Zambrano-Bigiarini
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-09
Latest Update:
Description:
S3 implementation of the Random Forest MErging Procedure RF-MEP which combines two or more satellite-based datasets e.g. precipitation products topography with ground observations to produce a new dataset with improved spatio-temporal distribution of the target field. In particular this package was developed to merge different Satellite-based Rainfall Estimates SREs with measurements from rain gauges in order to obtain a new precipitation dataset where the time series in the rain gauges are used to correct different types of errors present in the SREs. However this package might be used to merge other hydrologicalenvironmental satellite fields with point observations. For details see Baez-Villanueva et al. 2020 doi10.1016j.rse.2019.111606. Bugs comments questions collaboration of any kind are very welcomed.
How to cite:
Mauricio Zambrano-Bigiarini (2020). RFmerge: Merging of Satellite Datasets with Ground Observations using Random Forests. R package version 0.3-3, https://cran.r-project.org/web/packages/RFmerge. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:18), 0.1-6 (2020-01-09 12:10), 0.1-10 (2020-05-22 10:00)
Other packages that cited RFmerge R package
View RFmerge citation profile
Other R packages that RFmerge depends, imports, suggests or enhances
Complete documentation for RFmerge
Functions, R codes and Examples using the RFmerge R package
Some associated functions: RFmerge-package . RFmerge . ValparaisoPPgis . ValparaisoPPts . ValparaisoSHP . 
Some associated R codes: RFmerge.R . buffer_dist.R . zl.R .  Full RFmerge package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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