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", "0.1-10")



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: 2023-02-25
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 0.1-10, https://cran.r-project.org/web/packages/RFmerge. Accessed 30 Jan. 2025.
Previous versions and publish date:
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  
convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
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  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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