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 The code here can become outdated quickly due to changes in the source, so please fork it and submit a pull request if you fix anything locally.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 locality
1 32105 AC Assis Brasil
2 32392 AC Brasileia
3 32383 AC Cruzeiro do Sul
4 32076 AC Cruzeiro do Sul
5 32106 AC Fazenda Santo Afonso
6 32083 AC Feijo
...
ID state locality
997 30870 TO Rio Santo Antonio
998 30873 TO Rio Sao Martinho
999 30869 TO Rio Urubu
1000 32307 TO Tocantinopolis
1001 32549 TO UHE Isamu Ikeda Montante
1002 32619 TO XambioaList all INMET climate stations:
inmet_stations(username, password)
ID locality state lat long
1 82294 ACARAU CE -2.88 -40.13
2 82989 AGUA BRANCA AL -9.28 -37.90
3 83595 AIMORES MG -19.49 -41.07
4 83249 ALAGOINHAS BA -12.28 -38.54
5 82353 ALTAMIRA PA -3.21 -52.21
6 82970 ALTO PARNAIBA MA -9.10 -45.93
...
ID locality state lat long
260 82870 VALE DO GURGUEIA (CRISTIANO CASTRO) PI -8.41 -43.71
261 83642 VICOSA MG -20.75 -42.85
262 83648 VITORIA ES -20.31 -40.31
263 83344 VITORIA DA CONQUISTA BA -14.88 -40.79
264 83623 VOTUPORANGA SP -20.41 -49.98
265 82376 ZE DOCA MA -3.26 -45.65Get 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 distance
705 31956 RJ Santa Maria Madalena -21.953 -42.005 inpe 50.81869
1209 83718 RJ CORDEIRO -22.010 -42.350 inmet 56.59830
708 31954 RJ Teresopolis -22.407 -42.793 inpe 80.49186
707 32655 RJ Sao Fidelis -21.650 -41.750 inpe 88.65575
706 32656 RJ Santo Antonio de Padua -21.533 -42.183 inpe 99.13623
1208 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 distance
705 31956 RJ Santa Maria Madalena -21.953 -42.005 inpe 50.81869
708 31954 RJ Teresopolis -22.407 -42.793 inpe 80.49186
707 32655 RJ Sao Fidelis -21.650 -41.750 inpe 88.65575
706 32656 RJ Santo Antonio de Padua -21.533 -42.183 inpe 99.13623
433 32510 MG Leopoldina -21.468 -42.723 inpe 127.98307
695 69151 RJ Baia de Guanabara -22.891 -43.145 inpe 128.16467nearest_stations(lat = -22.41, long = -42.01, source = "inmet")
ID state locality lat long source distance
1209 83718 RJ CORDEIRO -22.01 -42.35 inmet 56.5983
1208 83698 RJ CAMPOS -21.75 -41.33 inmet 101.4653
1212 83743 RJ RIO DE JANEIRO -22.88 -43.18 inmet 130.9486
1210 83695 RJ ITAPERUNA -21.20 -41.90 inmet 135.0242
1207 83049 RJ AVELAR (P.DO ALFERES) -22.35 -43.41 inmet 144.1015
1121 83692 MG JUIZ DE FORA -21.76 -43.35 inmet 155.8410Get 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 VelVentoMax
252 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 6.2
251 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 6.2
250 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 6.2
249 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 NA
248 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 6.2
247 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 6.2
246 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 6.2
245 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 6.2
244 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 6.2
243 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 6.2
242 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 6.2
241 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 6.2
240 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 6.2
239 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 6.2
238 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 6.2
237 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 6.2
236 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 6.2
235 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 6.2
234 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 6.2
233 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 6.2
232 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 6.2
231 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 6.2inmet_station_data(station_id = 83726, username = username, password = password)
Estacao Data Hora NebulosidadeMedia NumDiasPrecipitacao PrecipitacaoTotal PressaoMedia TempMaximaMedia TempCompensadaMedia TempMinimaMedia UmidadeRelativaMedia
1 83726 31/01/1961 0000 6.586957 19 186.7 915.3217 26.86129 22.05742 17.93548 86.25000
2 83726 28/02/1961 0000 6.571429 25 284.6 917.2940 26.65357 21.81071 17.80357 81.77679
3 83726 31/03/1961 0000 5.408602 14 177.0 918.1570 27.63871 22.20000 17.32258 74.69355
4 83726 30/04/1961 0000 4.866667 8 53.1 918.5633 26.77000 21.37133 16.36333 72.09167
5 83726 31/05/1961 0000 4.010753 6 78.0 920.5935 24.67097 18.95613 13.53871 70.51613
6 83726 30/06/1961 0000 4.133333 3 5.0 922.1756 23.59000 18.08667 13.01333 66.82500