Other packages > Find by keyword >

rmweather  

Tools to Conduct Meteorological Normalisation and Counterfactual Modelling for Air Quality Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rmweather", "0.2.63")



Attach the package and use:
library("rmweather")
Maintained by
Stuart K. Grange
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-05-08
Latest Update: 2025-02-21
Description:
An integrated set of tools to allow data users to conduct meteorological normalisation and counterfactual modelling for air quality data. The meteorological normalisation technique uses predictive random forest models to remove variation of pollutant concentrations so trends and interventions can be explored in a robust way. For examples, see Grange et al. (2018) and Grange and Carslaw (2019) . The random forest models can also be used for counterfactual or business as usual (BAU) modelling by using the models to predict, from the model's perspective, the future. For an example, see Grange et al. (2021) .
How to cite:
Stuart K. Grange (2018). rmweather: Tools to Conduct Meteorological Normalisation and Counterfactual Modelling for Air Quality Data. R package version 0.2.63, https://cran.r-project.org/web/packages/rmweather. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.1 (2018-05-08 11:39), 0.1.2 (2018-07-16 09:40), 0.1.3 (2018-11-12 11:00), 0.1.4 (2020-05-26 11:30), 0.1.5 (2020-06-08 01:00), 0.1.51 (2020-06-15 08:50), 0.2.4 (2022-11-08 10:40), 0.2.5 (2023-11-21 15:10), 0.2.6 (2024-06-04 19:50), 0.2.62 (2025-02-21 01:20)
Other packages that cited rmweather R package
View rmweather citation profile
Other R packages that rmweather depends, imports, suggests or enhances
Complete documentation for rmweather
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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