| 25 Jul 2023
Detecting plumes in mobile air quality monitoring time series with density-based spatial clustering of applications with noise
Data sets
Datasets used in Detecting Plumes in Mobile Air Quality Monitoring Time Series with Density-based Spatial Clustering of Applications with Noise v01 https://doi.org/10.5281/zenodo.6473859
Roadway Inventory https://www.txdot.gov/data-maps/roadway-inventory.html
TIGER/Line Shapefile, 2018, county, Harris County, TX, All Roads County-based Shapefile https://catalog.data.gov/dataset/tiger-line-shapefile-2018-county-harris-county-tx-all-roads-county-based-shapefile
Model code and software
bactkinson/Anomaly_Analysis: AMT Preprint Submission (AMT) https://doi.org/10.5281/zenodo.7700290
bactkinson/Plume_Detection_with_DBSCAN: Plume Detection with DBSCAN - R Shiny App (AMT) https://doi.org/10.5281/zenodo.7700300
DBSCAN Plume Detection Tool https://bactkinson.shinyapps.io/plume_detection_with_dbscan/
leafem: "leaflet" Extensions for "mapview" https://CRAN.R-project.org/package=leafem
data.table: Extension of "Data.Frame" https://CRAN.R-project.org/package=data.table
Ggpubr: "ggplot2" Based Publication Ready Plots https://CRAN.R-project.org/package=ggpubr
Scattermore: Scatterplots with More Points https://CRAN.R-project.org/package=scattermore
caret: Classification and Regression Training https://CRAN.R-project.org/package=caret
leaflet: Create Interactive Web Maps with the JavaScript "Leaflet" Library https://CRAN.R-project.org/package=leaflet
mapview: Interactive Viewing of Spatial Data in R https://github.com/r-spatial/mapview
dbscan: Density-Based Spatial Clustering of Applications with Noise (DBSCAN) and Related Algorithms https://CRAN.R-project.org/package=dbscan
sf: Simple Features for R https://CRAN.R-project.org/package=sf
psych: Procedures for Personality and Pscyhological Research https://CRAN.R-project.org/package=psych
