coagmetr facilitates data fetching from Colorado Climate Center Web
Services.
Currently, only CoAgMet daily, hourly, and five minute data is supported (including daily and hourly soil moisture).
# install.packages("devtools")
devtools::install_github("gacolitti/coagmetr")Station meta data:
library(coagmet)
get_coagmet_data("meta")
#> # A tibble: 115 x 8
#> station_id station_name station_location latitude longitude elevation_ft
#> <chr> <chr> <chr> <dbl> <dbl> <dbl>
#> 1 akr02 Akron USDA-ARS-GPRC 40.2 -103. 4537
#> 2 alt01 Ault 1 mi SE Ault 40.6 -105. 4910
#> 3 avn01 Avondale 1 mi SE Avondale 38.2 -104. 4630
#> 4 bla01 Blanca 8 mi SW Blanca 37.4 -106. 7755
#> 5 bnv01 Buena Vista CDW Area SW of ~ 38.8 -106. 7900
#> 6 brg01 Briggsdale 3 mi S Briggsda~ 40.6 -104. 4858
#> 7 brk01 Bedrock 1 mile NE of Be~ 38.3 -109. 4973
#> 8 brl01 Burlington ~ 18 mi NNE Burli~ 39.5 -102. 3900
#> 9 brl02 Burlington ~ 6 mi SE Burling~ 39.3 -102. 4170
#> 10 brl03 Burlington 3 4 mi NE of Burl~ 39.3 -102. 4068
#> # ... with 105 more rows, and 2 more variables: data_logger_format <chr>,
#> # active <chr>Hourly data for all stations from January 1st, 2020 to current:
get_coagmet_data("hourly", start_date = "2020-01-01")
#> Warning: 76424 parsing failures.
#> row col expected actual file
#> 1237 st15 1/0/T/F/TRUE/FALSE -0.107 literal data
#> 1238 st15 1/0/T/F/TRUE/FALSE -0.204 literal data
#> 1239 st15 1/0/T/F/TRUE/FALSE -0.349 literal data
#> 1240 st15 1/0/T/F/TRUE/FALSE -0.538 literal data
#> 1241 st15 1/0/T/F/TRUE/FALSE -0.755 literal data
#> .... .... .................. ...... ............
#> See problems(...) for more details.
#> # A tibble: 84,553 x 17
#> station_id datetime tmean rh vp sr ws wind_vec
#> <chr> <dttm> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 akr02 2020-01-01 00:00:00 -7.50 0.769 0.268 0.006 2.36 248.
#> 2 akr02 2020-01-01 01:00:00 -6.7 0.749 0.277 0.006 2.95 256.
#> 3 akr02 2020-01-01 02:00:00 -5.16 0.691 0.288 0.005 3.64 264.
#> 4 akr02 2020-01-01 03:00:00 -6.17 0.715 0.275 0.005 3.28 257.
#> 5 akr02 2020-01-01 04:00:00 -6.03 0.684 0.266 0.006 3.16 255.
#> 6 akr02 2020-01-01 05:00:00 -4.01 0.594 0.27 0.007 3.60 258.
#> 7 akr02 2020-01-01 06:00:00 -3.03 0.56 0.274 0.006 4.52 265.
#> 8 akr02 2020-01-01 07:00:00 -3.74 0.625 0.290 0.012 2.58 244.
#> 9 akr02 2020-01-01 08:00:00 -1.30 0.593 0.329 2.31 4.56 271.
#> 10 akr02 2020-01-01 09:00:00 1.08 0.558 0.369 7.55 3.80 254.
#> # ... with 84,543 more rows, and 9 more variables: wind_std <dbl>,
#> # pp <dbl>, st5 <dbl>, st15 <lgl>, gust <dbl>, gusttm <time>,
#> # gustdir <dbl>, etr <dbl>, eto <dbl>