Other packages > Find by keyword >

ParallelDSM  

Parallel Digital Soil Mapping using Machine Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ParallelDSM", "0.3.7")



Attach the package and use:
library("ParallelDSM")
Maintained by
Peicong Tang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-04
Latest Update:
Description:
Parallel computing, multi-core CPU is used to efficiently compute and process multi-dimensional soil data.This package includes the parallelized 'Quantile Regression Forests' algorithm for Digital Soil Mapping and is mainly dependent on the package 'quantregForest' and 'snowfall'. Detailed references to the R package and the web site are described in the methods, as detailed in the method documentation.
How to cite:
Peicong Tang (2020). ParallelDSM: Parallel Digital Soil Mapping using Machine Learning. R package version 0.3.7, https://cran.r-project.org/web/packages/ParallelDSM. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:16), 0.1 (2020-11-04 12:40), 0.2.1 (2021-05-21 11:00), 0.2 (2021-05-20 10:30), 0.3.1 (2021-06-25 08:10), 0.3.2 (2022-05-13 09:30), 0.3.3 (2022-07-01 16:40), 0.3.4 (2022-07-05 16:20), 0.3.5 (2022-08-13 17:10), 0.3.6 (2022-11-02 17:55), 0.3.7 (2022-11-16 09:20)
Other packages that cited ParallelDSM R package
View ParallelDSM citation profile
Other R packages that ParallelDSM depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
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  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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