Scrape Brazilian climate data
This R package includes a set of tools for scraping climate data from INPE http://sinda.crn2.inpe.br/PCD/SITE/novo/site/index.php and INMET http://www.inmet.gov.br/portal/. The code here can become outdated quickly due to changes in the source, so please fork it and submit a pull request if you fix anything locally.
## You will need to install the latest R version. You will also need Rtools if## running Windows.install.packages("devtools")devtools::install_github("gustavobio/brclimate")
List all INPE climate stations:
inpe_stations()ID state locality1 32105 AC Assis Brasil2 32392 AC Brasileia3 32383 AC Cruzeiro do Sul4 32076 AC Cruzeiro do Sul5 32106 AC Fazenda Santo Afonso6 32083 AC Feijo...ID state locality997 30870 TO Rio Santo Antonio998 30873 TO Rio Sao Martinho999 30869 TO Rio Urubu1000 32307 TO Tocantinopolis1001 32549 TO UHE Isamu Ikeda Montante1002 32619 TO Xambioa
List all INMET climate stations:
inmet_stations(username, password)ID locality state lat long1 82294 ACARAU CE -2.88 -40.132 82989 AGUA BRANCA AL -9.28 -37.903 83595 AIMORES MG -19.49 -41.074 83249 ALAGOINHAS BA -12.28 -38.545 82353 ALTAMIRA PA -3.21 -52.216 82970 ALTO PARNAIBA MA -9.10 -45.93...ID locality state lat long260 82870 VALE DO GURGUEIA (CRISTIANO CASTRO) PI -8.41 -43.71261 83642 VICOSA MG -20.75 -42.85262 83648 VITORIA ES -20.31 -40.31263 83344 VITORIA DA CONQUISTA BA -14.88 -40.79264 83623 VOTUPORANGA SP -20.41 -49.98265 82376 ZE DOCA MA -3.26 -45.65
Get the coordinates of a given station (INPE only so far):
inpe_station_coordinates(station_id = 31973)lat long-22.169 -47.893
Order stations by their distances to a given coordinate:
nearest_stations(lat = -22.41, long = -42.01, source = "both")ID state locality lat long source distance705 31956 RJ Santa Maria Madalena -21.953 -42.005 inpe 50.818691209 83718 RJ CORDEIRO -22.010 -42.350 inmet 56.59830708 31954 RJ Teresopolis -22.407 -42.793 inpe 80.49186707 32655 RJ Sao Fidelis -21.650 -41.750 inpe 88.65575706 32656 RJ Santo Antonio de Padua -21.533 -42.183 inpe 99.136231208 83698 RJ CAMPOS -21.750 -41.330 inmet 101.46529...
nearest_stations(lat = -22.41, long = -42.01, source = "inpe")ID state locality lat long source distance705 31956 RJ Santa Maria Madalena -21.953 -42.005 inpe 50.81869708 31954 RJ Teresopolis -22.407 -42.793 inpe 80.49186707 32655 RJ Sao Fidelis -21.650 -41.750 inpe 88.65575706 32656 RJ Santo Antonio de Padua -21.533 -42.183 inpe 99.13623433 32510 MG Leopoldina -21.468 -42.723 inpe 127.98307695 69151 RJ Baia de Guanabara -22.891 -43.145 inpe 128.16467
nearest_stations(lat = -22.41, long = -42.01, source = "inmet")ID state locality lat long source distance1209 83718 RJ CORDEIRO -22.01 -42.35 inmet 56.59831208 83698 RJ CAMPOS -21.75 -41.33 inmet 101.46531212 83743 RJ RIO DE JANEIRO -22.88 -43.18 inmet 130.94861210 83695 RJ ITAPERUNA -21.20 -41.90 inmet 135.02421207 83049 RJ AVELAR (P.DO ALFERES) -22.35 -43.41 inmet 144.10151121 83692 MG JUIZ DE FORA -21.76 -43.35 inmet 155.8410
Get the data:
inpe_station_data(station_id = 31973, start_date = "2005/01/01", end_date = "2007/02/02")Data Hora Bateria ContAguaSolo100 ContAguaSolo200 ContAguaSolo400 CorrPSol DirVelVentoMax DirVento Pluvio PressaoAtm RadSolAcum TempAr TempMax TempMin TempSolo100 TempSolo200 TempSolo400 UmidInt UmidRel VelVento10m VelVentoMax252 2005-01-01 00:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2251 2005-01-01 03:00:00 12.5 0.45 0.48 0.48 0 150 170 0 928 0 16.0 33.5 10.5 22 23 23 0 84 2.9 6.2250 2005-01-01 06:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2249 2005-01-01 09:00:00 NA NA 0.00 NA NA NA 140 0 929 0 16.5 NA NA NA NA 0 NA 76 1.6 NA248 2005-01-01 12:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2247 2005-01-01 15:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2246 2005-01-01 18:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2245 2005-01-01 21:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2244 2005-01-02 00:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2243 2005-01-02 03:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2242 2005-01-02 06:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2241 2005-01-02 09:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2240 2005-01-02 12:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2239 2005-01-02 15:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2238 2005-01-02 18:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2237 2005-01-02 21:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2236 2005-01-03 00:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2235 2005-01-03 03:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2234 2005-01-03 06:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2233 2005-01-03 09:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2232 2005-01-03 12:00:00 12.5 0.45 0.48 0.48 0 150 140 0 929 0 16.5 33.5 10.5 22 23 23 0 76 1.6 6.2231 2005-01-03 15:00:00 12.5 0.45 0.48 0.48 0 150 170 0 928 0 16.0 33.5 10.5 22 23 23 0 84 2.9 6.2
inmet_station_data(station_id = 83726, username = username, password = password)Estacao Data Hora NebulosidadeMedia NumDiasPrecipitacao PrecipitacaoTotal PressaoMedia TempMaximaMedia TempCompensadaMedia TempMinimaMedia UmidadeRelativaMedia1 83726 31/01/1961 0000 6.586957 19 186.7 915.3217 26.86129 22.05742 17.93548 86.250002 83726 28/02/1961 0000 6.571429 25 284.6 917.2940 26.65357 21.81071 17.80357 81.776793 83726 31/03/1961 0000 5.408602 14 177.0 918.1570 27.63871 22.20000 17.32258 74.693554 83726 30/04/1961 0000 4.866667 8 53.1 918.5633 26.77000 21.37133 16.36333 72.091675 83726 31/05/1961 0000 4.010753 6 78.0 920.5935 24.67097 18.95613 13.53871 70.516136 83726 30/06/1961 0000 4.133333 3 5.0 922.1756 23.59000 18.08667 13.01333 66.82500