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: