Other packages > Find by keyword >

mmaqshiny  

Explore Air-Quality Mobile-Monitoring Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mmaqshiny", "1.0.0")



Attach the package and use:
library("mmaqshiny")
Maintained by
Adithi R. Upadhya
[Scholar Profile | Author Map]
First Published: 2020-06-26
Latest Update: 2020-06-26
Description:
Mobile-monitoring or "sensors on a mobile platform", is an increasingly popular approach to measure high-resolution pollution data at the street level. Coupled with location data, spatial visualisation of air-quality parameters helps detect localized areas of high air-pollution, also called hotspots. In this approach, portable sensors are mounted on a vehicle and driven on predetermined routes to collect high frequency data (1 Hz). 'mmaqshiny' is for analysing, visualising and spatial mapping of high-resolution air-quality data collected by specific devices installed on a moving platform. 1 Hz data of PM2.5 (mass concentrations of particulate matter with size less than 2.5 microns), Black carbon mass concentrations (BC), ultra-fine particle number concentrations, carbon dioxide along with GPS coordinates and relative humidity (RH) data collected by popular portable instruments (TSI DustTrak-8530, Aethlabs microAeth-AE51, TSI CPC3007, LICOR Li-830, Garmin GPSMAP 64s, Omega USB RH probe respectively). It incorporates device specific cleaning and correction algorithms. RH correction is applied to DustTrak PM2.5 following the Chakrabarti et al., (2004) . Provision is given to add linear regression coefficients for correcting the PM2.5 data (if required). BC data will be cleaned for the vibration generated noise, by adopting the statistical procedure as explained in Apte et al., (2011) , followed by a loading correction as suggested by Ban-Weiss et al., (2009) . For the number concentration data, provision is given for dilution correction factor (if a diluter is used with CPC3007; default value is 1). The package joins the raw, cleaned and corrected data from the above said instruments and outputs as a downloadable csv file.
How to cite:
Adithi R. Upadhya (2020). mmaqshiny: Explore Air-Quality Mobile-Monitoring Data. R package version 1.0.0, https://cran.r-project.org/web/packages/mmaqshiny. Accessed 04 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited mmaqshiny R package
View mmaqshiny citation profile
Other R packages that mmaqshiny depends, imports, suggests or enhances
Complete documentation for mmaqshiny
Functions, R codes and Examples using the mmaqshiny R package
Some associated functions: mmaqshiny-package . mmaqshiny_run . 
Some associated R codes: mmaqshiny-package.R . mmaqshiny_run.R .  Full mmaqshiny package functions and examples
Downloads during the last 30 days
04/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for mmaqshiny24681012141618202224TrendBars

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  
kutils  
Project Management Tools
Tools for data importation, recoding, and inspection. There are functions to create new project fo ...
Download / Learn more Package Citations See dependency  
tidyRSS  
Tidy RSS for R
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency  
appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
Download / Learn more Package Citations See dependency  
dipw  
Debiased Inverse Propensity Score Weighting
Estimation of the average treatment effect when controlling for high-dimensional confounders using ...
Download / Learn more Package Citations See dependency  
aos  
Animate on Scroll Library for 'shiny'
Trigger animation effects on scroll on any HTML element of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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