R package that allows compiling information on air quality parameters and meteorological parameters of Chile from the sites of the National Air Quality System (SINCA) dependent on the Ministry of the Environment and the Meteorological Directorate of Chile (DMC) dependent on the Directorate General of Aeronautic.
Project developed by the Department of Chemistry, Faculty of Sciences of the University of Chile. FONDECYT Project 1200674.
Installation from GitHub:
library(devtools)
install_github("franciscoxaxo/AtmChile")
Installation from CRAN:
install.packages("AtmChile")
Usage:
library(AtmChile)
Function that compiles in a data frame air quality data from the National Air Quality System (SINCA).
The function has available the following air quality parameters:
Parameter| Description | Units ---------|--------------------------------------------------|---------- PM10 |Particulate material minor to 10 micron | ug/m^{3}N PM25 |Particulate material minor to 2,5 micron | ug/m^{3}N SO2 |Sulfur dioxide | ug/m^{3}N NOX |Nitrogen oxides | ppb NO |Nitrogen monoxide | ppb NO2 |Nitrogen dioxide | ppb O3 |tropospheric ozone | ppb CO |Carbon monoxide | ppb temp |Temperature | °C ws |Wind speed | m/s wd |Wind direction | ° HR |Relative humidity | %
The following stations are available:
Code |Latitude |Longitude |Estation | Ad. division | ----------|------------|-------------|--------------------------|--------------| SA |-33.450819 | -70.6604476 | Parque O'Higgins | RM CEII | -33.479515 | -70.719064 | Cerrillos 1 | RM CEI |-33.482411 | -70.703947 | Cerrillos | RM CN |-33.419725 | -70.73179 | Cerro Navia | RM EB | -33.533626 | -70.665906 | El Bosque | RM IN | -33.40892 | -70.650886 | Independencia | RM LF | -33.503288 | -70.587916 | La Florida | RM LC |-33.363453 | -70.523024 | Las Condes | RM PU | -33.424439 | -70.749876 | Pudahuel | RM PA | -33.577948 | -70.594184 | Puente Alto | RM QU | -33.33632 | -70.723583 | Quilicura | RM QUI | -33.352539 | -70.747952 | Quilicura 1 | RM TAL | -33.674 | -70.953 | Talagante | RM AH | -20.290467 | -70.100192 | Alto Hospicio | I AR | -18.476839 | -70.287911 | Arica | XV TE | -38.748699 | -72.620788 | Las Encinas Temuco | IX TEII | -38.727003 | -72.580002 | Nielol Temuco | IX TEIII | -38.725302 | -72.571193 | Museo Ferroviario Temuco | IX PLCI | -38.772463 | -72.595024 | Padre Las Casas I | IX PLCII | -38.764767 | -72.598796 | Padre Las Casas II | IX LU |-40.286857 | -73.07671 | La Union | XIV LR | -40.321282 | -72.471895 | CESFAM Lago Ranco | XIV MAI | -39.665626 | -72.953729 | Mafil | XIV MAII | -39.542346 | -72.925205 | Fundo La Ribera | XIV MAIII | -39.719218 | -73.128677 | Vivero Los Castanos | XIV VA | -39.831316 | -73.228513 | Valdivia I | XIV VAII | -39.805429 | -73.25873 | Valdivia II | XIV OS | -40.584479 | -73.11872 | Osorno | X OSII | -40.683736 | -72.596399 | Entre Lagos | X PMI | -41.39917 | -72.899523 | Alerce | X PMII | -41.479507 | -72.968756 | Mirasol | X PMIII | -41.510342 | -73.065294 | Trapen Norte | X PMIV | -41.518765 | -73.08804 | Trapen Sur | X PV | -41.328935 | -72.968209 | Puerto Varas | X VI | -45.404 | -66.687 | Vialidad | XI COI | -45.57993636 | -72.0610848 | Coyhaique I | XI COII | -45.57904645 | -72.04996681 | Coyhaique II | XI PAR | -53.158295 | -70.921497 | Punta Arenas | XII TOCI | -22.06 | -70.187 | Tres Marias | II TOCII | -22.086 | -70.188 | Super Site | II TOCIII | -22.09 | -70.199 | Gobernacion | II TOCIV | -22.108 | -70.209 | Bomberos | II ANTI | -23.614 | -70.383 | Antofagasta | II ANTII | -23.674 | -70.407 | Playa Blanca | II ANTIII | -23.612 | -70.381 | Rendic | II ANTIV | -23.833 | -70.309 | Sur | II CALI | -22.342 | -68.651 | Chiu Chiu | II CALII | -22.46 | -68.938 | Club Deportivo 23 de Marzo | II CALIII | -22.442 | -68.933 | Colegio Pedro Vergara Keller | II CALIV | -22.462 | -68.928 | Estacion Centro | II CALV | -22.454 | -68.91 | Hospital el Cobre | II CALVI | -22.343 | -68.649 | Nueva ChiuChiu | II CALVII | -22.464 | -68.921 | Oasis | II CALVIII | -22.461 | -68.948 | Servicio Medico Legal | II CALIX | -22.321 | -68.937 | Aukahuasi | II CALX | -22.315 | -68.93 | San Jose | II CALXI | -22.475 | -68.928 | Villa Caspana | II MELI | -22.454 | -68.91 | Hospital | II MELII | -22.345 | -69.661 | Iglesia | II MEJI | -23.102 | -70.445 | Jardin Infantil Integra | II MEJII | -23.105 | -70.442 | Juan Jose Latorre | II MEJIII | -23.1 | -70.45 | Compania de Bomberos | II MEJIV | -23.098 | -70.463 | Ferrocarriles | II SGO | -22.89 | -69.319 | Sierra Gorda | II TALI | -25.007 | -70.463 | Paposo | II TALII | -24.983 | -70.461 | Punto de Maximo Impacto | II TOCI | -22.086 | -70.189 | Escuela E-10 | II TOCII |-22.094 | -70.197 | Centro | II TOCIII | -22.089 | -70.195 | Escuela E-12 | II TOCIV | -22.094 | -70.197 | Escuela Gabriela Mistral | II TOCV |-22.107 | -70.214 | Sur | II COPI | -27.37 | -70.323 | Copiapo Sivica | III COPII | -27.36 | -70.33 | Copiapo | III COPIII | -27.37 | -70.304 | Los Volcanes | III COPIV | -27.411 | -70.269 | Paipote | III COPV | -27.393 | -70.299 | San Fernando | III DALI | -26.423 | -69.507 | CAP | III DALII | -26.433 | -69.481 | Dona Ines | III FREI | -28.504 | -71.127 | SM6 | III FREII | -28.498 | -71.096 | SM7 | III FREIII | -28.508 | -71.081 | SM8 | III HUAI | -28.47 | -71.22 | Huasco Sivica | III HUAII | -28.468 | -71.227 | 21 de Mayo | III HUAIII | -28.466 | -71.222 | EME F | III HUAIV | -28.47 | -71.219 | EME M | III HUAV | -28.465 | -71.257 | EME ME | III HUAVI | -28.467 | -71.231 | Huasco II | III HUAVII | -28.501 | -71.254 | SM1 | III HUAVIII | -28.462 | -71.181 | SM2 | III HUAIX | -28.472 | -71.178 | SM3 | III HUAX | -28.481 | -71.167 | SM4 | III HUAXI | -28.484 | -71.146 | SM5 | III TAMI | -27.475509 | -70.265893 | Tierra Amarilla | III TAMII | -27.658 | -70.235 | Pabellon | III ANDI |-30.228 | -71.086 | Andacollo | IV ANDII | -30.252 | -71.082 | Chepiquilla | IV ANDIII | -30.233 | -71.094 | El Sauce | IV ANDIV | -30.228 | -71.086 | Hospital | IV ANDV | -30.236 | -71.084 | Urmeneta - Plaza Centenario | IV COQI | -29.971 | -71.336 | Coquimbo | IV COQII | -29.92 | -71.256 | La Serena | IV LVI | -31.928 | -71.137 | Caimanes | IV LVII | -31.819 | -70.581 | Chacay | IV LVIII | -31.974 | -71.01 | El Mauro | IV LVIV | -83.85 | -89.132 | Punta Chungo | IV SLMI | -31.889 | -70.629 | Cuncumen | IV SLMII | -31.881 | -70.955 | Camisas | IV SLMIII | -31.805 | -74.279 | Coiron | IV SLMIV 1 | -31.781 | -70.533 | Hotel Mina | IV SLMV | -31.895 | -70.836 | Quelen Alto | IV CALEI | -32.847 | -71.225 | "La Cruz Colbun" | V CALEII | -32.782 | -71.19 | La Calera | V CALEIII | -32.749 | -72.246 | Rural 1 | V CATEI | -32.779 | -70.959 | Catemu | V CATEII | -32.824 | -71.006 | Romeral | V CATEIII | -32.777 | -70.938 | Santa Margarita | V CCNI | -32.926243 | -71.512461 | Concon MMA | V CCNII | -32.921 | -71.44 | Colmo | V CCNIII | -32.925 | -71.515 | Concon | V CCNIV | -32.935 | -71.525 | Junta de Vecinos | V CCNV |-32.916 | -71.481 | Las Gaviotas | V CCNVI | -32.933 | -71.528 | Concon Sur | V LCZ | -32.813 | -71.227 | "La Cruz Melon" | V LAN |-32.846 | -70.586 | Los Andes | V LCA |-32.798 | -70.898 | Lo Campo | V PCHI | -32.719 | -71.407 | Puchuncavi | V PCHII | -32.736 | -71.451 | Campiche | V PCHIII | -32.748 | -71.474 | La Greda | V PCHIV | -32.764 | -71.455 | Los Maitenes | V PCHV | -31.841 | -71.456 | Ventanas | V PCHVI | -32.751 | -71.48 | Terminal Concentrados | V QLLI | -32.886 | -71.247 | Cuerpo de Bomberos | V QLLII | -32.891794 | -71.208638 | La Palma | V QLLIII | -32.937 | -71.274 | San Pedro | V QLLIV | -32.913 | -71.372 | Manzanar | V QLPI | -33.047 | -71.435 | Quilpue | V QLPII | -33.039 | -71.429 | ARMAT | V QNTI | -32.788 | -71.532 | Centro Quintero | V QNTII | -32.795 | -71.496 | Loncura | V QNTIII | -32.772516 | -71.535303 | Quintero | V QNTIV | -32.801 | -71.483 | Sur | V QNTV | -32.808 | -71.436 | Valle Alegre | V VPO | -33.05 | -71.614 | Valparaiso | V VNA | -33.02 | -71.55 | Vina del Mar | V CDE | -34.032 | -76.66 | Codegua | VI MCHI | -34.245 | -76.556 | Cauquenes | VI MCHII| -34.262 | -76.463 | Cipreses | VI MCHIII | -34.204 | -76.53 | Coya PoblaciOn | VI MCHIV | -34.084 | -76.382 | Sewell | VI MSTI | -33.954 | -76.639 | Casas de Peuco | VI MSTII | -33.981 | -76.704 | San Francisco de Mostazal | VI RGAI | -34.162 | -76.714 | Rancagua I | VI RGAII | -34.144 | -76.737 | Rancagua II | VI RNG | -34.395 | -76.853 | Rengo | VI RQNI | -34.214 | -76.751 | MVC | VI RQNII | -34.328 | -76.793 | Totihue | VI SFDO | -34.58 | -76.99 | San Fernando | VI CQN | -35.965 | -72.317 | Cauquenes Sivica | VII CRCI | -34.975 | -77.234 | Curicó | VII CRCII | -34.972 | -77.23 | El Boldo | VII LIN | -35.837 | -77.593 | Linares | VII TALI | -35.435 | -77.678 | La Florida | VII TALII | -35.436 | -77.619 | U.C. Maule | VII TALIII | -35.407 | -77.633 | Universidad de Talca | VII TNOI | -34.868 | -77.164 | "Teno CEMENTOS BIO BIO" | VII TNOII | -34.862 | -77.131 | "Teno ENLASA" | VII CBR | -37.024 | -72.266 | Colicheu | VIII CHYI | -36.923 | -73.036 | Punteras | VIII CHYII | -36.913 | -73.036 | "Meteorológica Chiguayante" | VIII CHLI | -36.595 | -72.089 | "INIA Chillán" | VIII CHLII | -36.616 | -72.093 | Puren | VIII CONC | -36.785 | -73.052 | Kingston College | VIII CNELI | -37.021 | -73.15 | Cerro Merquín | VIII CNELII | -36.999 | -73.104 | Calabozo | VIII CNELIII | -37.009 | -73.15 | Coronel Norte | VIII CNELIV | -37.032 | -73.139 | Coronel Sur | VIII CNELV | -36.954 | -73.151 | "Escuadron ENEL" | VIII CNELVI | -36.934 | -73.153 | "Escuadron ENESA" | VIII CNELVII | -36.984 | -73.153 | "Lagunillas ENEL" | VIII CNELVIII | -37.1 | -73.152 | Lota rural | VIII CNELIX | -37.074 | -73.145 | Lota urbana | VIII CNH | -37.485 | -73.332 | Balneario Curanilahue | VIII HPNI | -36.803 | -73.12 | Bocatoma | VIII HPNII | -36.791 | -73.119 | ENAP Price | VIII HPNIII | -36.781 | -73.116 | JUNJI | VIII HQI | -36.977 | -72.932 | Hualqui | VIII LAJ | -37.268 | -72.711 | Laja | VIII LAI | -37.471 | -72.361 | 21 de mayo | VIII LAII | -37.463 | -72.325 | Los Ángeles Oriente | VIII LAIII | -37.464 | -72.362 | CESFAM Los Ángeles | VIII NACI | -37.502 | -72.676 | Club de Empleados | VIII NACII | -37.504 | -72.66 | Entre Ríos | VIII NACIII | -37.509 | -72.656 | Lautaro | VIII QLLI | -36.684 | -72.465 | Cayumanqui | VIII QLLII | -36.742 | -72.475 | Quillón | VIII RQL | -36.652 | -72.455 | Nueva Aldea | VIII SCA | -36.527 | -72.07 | San Carlos | VIII SPP | -36.867 | -73.141 | MASISA Mapal | VIII THNI | -36.724 | -73.124 | Consultorio - San Vicente | VIII THNII | -36.717 | -79.111 | Libertad | VIII THNIII | -36.722 | -73.123 | San Vicente Bomberos | VIII THNIV | -36.77 | -73.114 | Indura | VIII THNV | -36.737 | -73.104 | Inpesca | VIII THNVI | -36.736 | -73.119 | Nueva Libertad | VIII TME| -36.602 | -72.959 | Liceo Polivalente | VIII
Comunas: data vector containing the names or codes of the monitoring stations. Available stations: "P. O'Higgins", "Cerrillos 1", "Cerrillos", "Cerro Navia", "El Bosque", "Independecia", "La Florida", "Las Condes", "Pudahuel", "Puente Alto "," Quilicura", "Quilicura 1", "Coyhaique I", "Coyhaique II".To see the table with the monitoring stations use:
ChileAirQuality()
Parametros: data vector containing the names of the air quality parameters. Available parameters: "PM10", "PM25", "CO", "NOX", "NO2", "NO", "O3", "SO2", "temp" (temperature), "RH" (relative humidity), "ws" ( wind speed), "wd" (wind direction).
fechadeInicio: text string containing the start date of the data request.
fechadeTermino: text string containing the end date of the data request.
Curar: logical value that activates data curation for particulate matter, nitrogen oxides, relative humidity and wind direction. Default value: TRUE.
Site: logical value that allows entering the code of the monitoring station in the variable "Comunas". Default value: FALSE.
st: logical value that includes validation reports from S.I.N.C.A. "NV": No validated, "PV": Pre-validated and "V": Validated. Default value: FALSE.
ChileAirQuality(Comunas = "Cerrillos", Parametros = c("PM10, PM25"), fechadeInicio = "01/01/2020,", fechadeTermino = "01/01/2021", Curar = TRUE, Site = FALSE)
ChileAirQuality(Comunas = c("SA", "CE"), Parametros = c("NO2", "O3"), fechadeInicio = "01/01/2020,", fechadeTermino = "01/01/2021", Curar = FALSE, Site = TRUE)
ChileAirQuality(Comunas = c("SA", "CE"), Parametros = c("NO2", "O3"), fechadeInicio = "01/01/2020,", fechadeTermino = "01/01/2021", Curar = FALSE, Site = TRUE, st = TRUE)
Function that compiles climate data from Climate direction of Chile (DMC).
The function has available the following climate parameters: Temperature("Temperatura"), dew point("PuntoRocio"), wind direction("Viento"), humidity("Humedad"), Pressure at sea level("PresionQFF") and Pressure at monitoring station level("PresionQFE").
The following stations are available:
N. | National Code | Name | Latitude |Longitude | Ad. division | ----|-------------------|----------------------------------------|------------|-----------|--------------| 1 | 180005 | Chacalluta, Arica Ap. | -18.35555 |-70.33889 | XV 2 | 200006 | Diego Aracena Iquique Ap. |-20.54917 |-70.16944 | I 3 | 220002 | El Loa, Calama Ad. |-22.49806 |-68.89805 | II 4 | 230001 | Cerro Moreno Antofagasta Ap. |-23.45361 |-70.44056 | II 5 | 270001 | Mataveri Isla de Pascua Ap. |-27.15889 |-109.42361 | V 6 | 270008 | Desierto de Atacama, Caldera Ad. |-27.25444 |-70.77944 | III 7 | 290004 | La Florida, La Serena Ad. |-29.91444 |-71.20333 | IV 8 | 320041 | Viña del Mar Ad. (Torquemada) |-32.94944 |-71.47444 | V 9 | 320051 | Los Libertadores |-32.84555 |-70.11861 | V 10 | 330007 | Rodelillo, Ad. | -33.06528 |-71.55917 | V 11 | 330019 | Eulogio Sánchez, Tobalaba Ad. | -33.45528 |-70.54222 | RM 12 | 330020 | Quinta Normal, Santiago | -33.44500 |-70.67778 | RM 13 | 330021 | Pudahuel Santiago | -33.37833 |-70.79639 | RM 14 | 330030 | Santo Domingo, Ad. | -33.65611 |-71.61000 | V 15 | 330031 |Juan Fernández, Estación Meteorológica. | -33.63583 |-78.83028 | V 16 | 330066 | La Punta, Juan Fernández Ad. |-33.66639 |-78.93194 | V 17 | 330077 | El Colorado |-33.35000 |-70.28805 | RM 18 | 330111 | Lo Prado Cerro San Francisco |-33.45806 |-70.94889 | RM 19 | 330112 | San José Guayacán |-33.61528 |-70.35583 | RM 20 | 330113 | El Paico |-33.70639 |-71.00000 | RM 21 | 340031 | General Freire, Curicó Ad. |-34.96944 |-71.22028 | VII 22 | 360011 | General Bernardo O'Higgins, Chillán Ad.| -36.58583 |-72.03389 | XVI 23 | 360019 | Carriel Sur, Concepción Ap. |-36.78055 |-73.05083 | VIII 24 | 360042 | Termas de Chillán |-36.90361 |-71.40667 | XVI 25 | 370033 | María Dolores, Los Angeles Ad. |-37.39694 |-72.42361 | VIII 26 | 380013 | Maquehue, Temuco Ad. |-38.76778 |-72.62694 | IX 27 | 380029 | La Araucanía Ad. |-38.93444 |-72.66083 | IX 28 | 390006 | Pichoy, Valdivia Ad. |-39.65667 |-73.08472 | XIV 29 | 400009 | Cañal Bajo, Osorno Ad. |-40.61444 |-73.05083 | X 30 | 410005 | El Tepual Puerto Montt Ap. |-41.44750 |-73.08472 | X 31 | 420004 | Chaitén, Ad. |-42.93028 |-72.71167 | X 32 | 420014 | Mocopulli Ad. |-42.34667 |-73.71167 | X 33 | 430002 | Futaleufú Ad. |-43.18889 |-71.86417 | X 34 | 430004 | Alto Palena Ad. |-43.61167 |-71.81333 | X 35 | 430009 | Melinka Ad. |-43.89778 |-73.74555 | X 36 | 450001 | Puerto Aysén Ad. |-45.39944 |-72.67778 | XI 37 | 450004 | Teniente Vidal, Coyhaique Ad. |-45.59083 |-72.10167 | XI 38 | 450005 | Balmaceda Ad. |-45.91833 |-71.67778 | XI 39 | 460001 | Chile Chico Ad. |-46.58500 |-71.69472 | XI 40 | 470001 | Lord Cochrane Ad. |-47.24389 |-72.57611 | XI 41 | 510005 | Teniente Gallardo, Puerto Natales Ad. | -51.66722 |-72.52528 | XII 42 | 520006 | Carlos Ibañez, Punta Arenas Ap. |-53.00167 |-70.84722 | XII 43 | 530005 | Fuentes Martínez, Porvenir Ad. |-53.25361 |-70.32194 | XII 44 | 550001 |Guardiamarina Zañartu, Pto Williams Ad. |-54.93167 |-67.61000 | XII 45 | 950001 |C.M.A. Eduardo Frei Montalva, Antártica |-62.19194 |-58.98278 | XII 46 | 950002 | Arturo Prat, Base Antártica |-62.47861 |-59.66083 | XII 47 | 950003 | Bernardo O`Higgins, Base Antártica |-63.32083 |-57.89805 | XII
Estaciones: data vector containing the codes of the monitoring stations. To see the table with the monitoring stations use:
ChileClimateData()
Parametros: data vector containing the names of the climate parameters. Available parameters: "Temperatura", "PuntoRocio", "Humedad","Viento", "PresionQFE", "PresionQFF".
inicio: text string containing the start year of the data request.
fin: text string containing the end year of the data request.
Region: logical parameter. If region is true it allows to enter the administrative region in which the station is located instead of the station code.
ChileClimateData(Estaciones = c("180005", "200006"), Parametros = c("Temperatura", "Humedad", "Viento"), inicio = "2020", fin = "2021")
ChileClimateData(Estaciones = "II", Parametros = "Temperatura", inicio = "2020", fin = "2021", Region = TRUE)
ChileAirQualityApp is a dashboard that allows you to use the data download functions of this package enhanced with analysis, visualization and descriptive statistics tools.
ChileAirQualityApp()
This dashboard is also hosted online on shinyapps.io:
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