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 06 Oct. 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

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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