Package: ARPALData 1.6.0

ARPALData: Retrieving and Analyzing Air Quality and Weather Data from ARPA Lombardia

Contains functions for retrieving, managing and analysing air quality and weather data from Regione Lombardia open database (<https://www.dati.lombardia.it/>). Data are collected by ARPA Lombardia (Lombardia Environmental Protection Agency), Italy, through its ground monitoring network (<https://www.dati.lombardia.it/stories/s/auv9-c2sj>). See the webpage <https://www.arpalombardia.it/> for further information on ARPA Lombardia's activities and history. Data quality (e.g. missing values, exported values, graphical mapping) has been checked involving members of the ARPA Lombardia's office for air quality control. The package makes available observations since 1989 (for weather) and 1968 (for air quality) and are updated with daily frequency by the regional agency. Full description of the package can be retrieved in the companion paper Maranzano \& Algieri (2024), "ARPALData: an R package for retrieving and analyzing air quality and weather data from ARPA Lombardia (Italy)", Environmental and Ecological Statistics, <doi:10.1007/s10651-024-00599-6>.

Authors:Paolo Maranzano [aut, cre, cph], Andrea Algieri [aut, cph]

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ARPALData.pdf |ARPALData.html✨
ARPALData/json (API)

# Install 'ARPALData' in R:
install.packages('ARPALData', repos = c('https://paolomaranzano.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

17 exports 0.61 score 97 dependencies 18 scripts 552 downloads

Last updated 22 days agofrom:acabdb546a. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 27 2024
R-4.5-winOKAug 27 2024
R-4.5-linuxOKAug 27 2024
R-4.4-winOKAug 27 2024
R-4.4-macOKAug 27 2024
R-4.3-winOKAug 27 2024
R-4.3-macOKAug 27 2024

Exports:ARPALdf_SummaryARPALdf_Summary_mapget_ARPA_Lombardia_AQ_dataget_ARPA_Lombardia_AQ_municipal_dataget_ARPA_Lombardia_AQ_municipal_registryget_ARPA_Lombardia_AQ_registryget_ARPA_Lombardia_W_dataget_ARPA_Lombardia_W_registryget_ARPA_Lombardia_zoningget_Lombardia_geospatialis_ARPALdfis_ARPALdf_AQis_ARPALdf_AQ_munis_ARPALdf_Wmap_Lombardia_stationsregistry_KNN_distTime_aggregate

Dependencies:archiveaskpassassertthataweekbackportsBHbibtexbitbit64cellrangerclassclassIntclicliprcodetoolscolorspacecountrycodecpp11crayoncurldata.tableDBIdigestdplyre1071eurostatfansifarverfuturefuture.applygenericsggplot2globalsgluegtableherehmshttrhttr2isobandISOweekjsonliteKernSmoothlabelinglatticelifecyclelistenvlubridatemagrittrMASSMatrixmgcvmimemunsellnlmeNLPopensslparallellypillarpkgconfigplyrprettyunitsprogressproxypurrrR6rappdirsRColorBrewerRcppreadrreadxlRefManageRregionsrematchrlangrprojroots2scalessfslamstringistringrsystibbletidyrtidyselecttimechangetmtzdbunitsutf8vctrsviridisLitevroomwithrwkxml2

Readme and manuals

Help Manual

Help pageTopics
ARPALData PackageARPALData-package ARPALData
Summary statistics for a data frame of class 'ARPALdf'ARPALdf_Summary
Generate a map of summary statistics for a given ARPALdf data.frameARPALdf_Summary_map
Download air quality data from ARPA Lombardia websiteget_ARPA_Lombardia_AQ_data
Download air quality data at manucipal from ARPA Lombardia websiteget_ARPA_Lombardia_AQ_municipal_data
Download metadata (registry) on air quality monitoring stations at municipal level from ARPA Lombardia websiteget_ARPA_Lombardia_AQ_municipal_registry
Download metadata (registry) on air quality monitoring stations from ARPA Lombardia websiteget_ARPA_Lombardia_AQ_registry
Download weather/meteorological data from ARPA Lombardia websiteget_ARPA_Lombardia_W_data
Download metadata (registry) on weather monitoring stations from ARPA Lombardia websiteget_ARPA_Lombardia_W_registry
Download ARPA Lombardia zoning geometriesget_ARPA_Lombardia_zoning
Download geospatial data of Lombardy from Eurostatget_Lombardia_geospatial
Check if a given object belongs to class 'ARPALdf'is_ARPALdf
Check if a given object belongs to class 'ARPALdf_AQ'is_ARPALdf_AQ
Check if a given object belongs to class 'ARPALdf_AQ_mun'is_ARPALdf_AQ_mun
Check if a given object belongs to class 'ARPALdf_W'is_ARPALdf_W
Generate a map of the selected stationsmap_Lombardia_stations
Identifies the K-nearest-neighbors (stations) to all the monitoring sites included in a given ARPALdf registry data.frame. The neighbors are identified computing the Euclidean distance among the sites' coordinates.registry_KNN_dist
Aggregate any ARPALdf object (with higher temporal frequency) to hourly, daily, weekly, monthly and yearly temporal frequencies.Time_aggregate