Latest observations from weather stations

Retrieves the latest observations for one or more weather stations.

Usage

aemet_last_obs(
  station = "all",
  verbose = FALSE,
  return_sf = FALSE,
  extract_metadata = FALSE,
  progress = TRUE
)

Arguments

station

A character vector of station identifiers (see aemet_stations()) or "all" for all stations.

verbose

A logical value. If TRUE, displays information about the exchange between the client and server.

return_sf

A logical value. If TRUE, the function returns an sf spatial object. If FALSE (the default), it returns a tibble. sf must be installed.

extract_metadata

A logical value. If TRUE, returns a tibble describing the response fields. See get_metadata_aemet().

progress

A logical value. If TRUE, displays a cli::cli_progress_bar() unless verbose = TRUE.

Value

A tibble or a sf object.

API key

Queries to the AEMET OpenData API require an API key. Use aemet_api_key() to set it globally. Query timeout can be controlled with options(climaemet_timeout = 60) (default value). See httr2::req_timeout() for details.

See also

aemet_stations() for station identifiers.

Weather observations: aemet_alerts()

Examples

obs <- aemet_last_obs(c("9434", "3195"))
dplyr::glimpse(obs)
#> Rows: 24
#> Columns: 25
#> $ idema     <chr> "9434", "9434", "9434", "9434", "9434", "9434", "9434", "943…
#> $ lon       <dbl> -1.004167, -1.004167, -1.004167, -1.004167, -1.004167, -1.00…
#> $ fint      <dttm> 2026-07-18 07:00:00, 2026-07-18 08:00:00, 2026-07-18 09:00:…
#> $ prec      <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
#> $ alt       <dbl> 249, 249, 249, 249, 249, 249, 249, 249, 249, 249, 249, 249, …
#> $ vmax      <dbl> 8.3, 9.0, 7.5, 5.1, 5.4, 3.9, 3.5, 4.1, 5.7, 5.6, 4.7, 3.1, …
#> $ vv        <dbl> 5.5, 6.0, 3.4, 2.7, 2.3, 1.6, 1.7, 1.7, 3.6, 3.9, 2.4, 1.3, …
#> $ dv        <dbl> 314, 319, 319, 312, 315, 258, 124, 86, 121, 113, 99, 16, 64,…
#> $ lat       <dbl> 41.66056, 41.66056, 41.66056, 41.66056, 41.66056, 41.66056, …
#> $ dmax      <dbl> 315, 310, 295, 273, 220, 330, 115, 110, 128, 118, 120, 95, 4…
#> $ ubi       <chr> "ZARAGOZA  AEROPUERTO", "ZARAGOZA  AEROPUERTO", "ZARAGOZA  A…
#> $ pres      <dbl> 987.0, 987.1, 986.7, 986.2, 985.8, 985.1, 983.8, 983.1, 982.…
#> $ hr        <dbl> 60, 58, 54, 47, 42, 37, 34, 31, 26, 25, 24, 23, 41, 28, 31, …
#> $ stdvv     <dbl> 1.0, 1.0, 1.0, 1.1, 0.6, 0.7, 0.6, 0.7, 0.8, 0.7, 0.7, 0.4, …
#> $ ts        <dbl> 25.7, 27.6, 31.1, 34.0, 36.5, 38.5, 39.3, 40.1, 39.8, 39.0, …
#> $ pres_nmar <dbl> 1015.9, 1015.9, 1015.3, 1014.6, 1014.0, 1013.1, 1011.6, 1010…
#> $ tamin     <dbl> 22.3, 23.3, 24.1, 25.6, 27.6, 29.6, 31.5, 33.2, 34.3, 35.5, …
#> $ ta        <dbl> 23.3, 24.1, 25.6, 27.7, 29.8, 31.5, 33.4, 34.3, 35.5, 36.1, …
#> $ tamax     <dbl> 23.3, 24.2, 25.6, 27.8, 30.1, 31.5, 33.5, 34.4, 35.6, 36.3, …
#> $ tpr       <dbl> 15.1, 15.3, 15.6, 15.3, 15.5, 15.1, 15.4, 14.7, 13.1, 13.0, …
#> $ stddv     <dbl> 12, 11, 16, 24, 28, 49, 36, 27, 12, 15, 18, 125, 25, 24, 34,…
#> $ inso      <dbl> 60.0, 60.0, 60.0, 60.0, 60.0, 60.0, 60.0, 60.0, 60.0, 59.0, …
#> $ tss5cm    <dbl> 31.6, 31.7, 32.3, 33.5, 35.2, 37.1, 39.0, 40.5, 41.6, 41.9, …
#> $ pacutp    <dbl> 0.00, 0.00, 0.00, 0.00, 0.00, 0.00, 0.01, 0.00, 0.00, 0.00, …
#> $ tss20cm   <dbl> 34.4, 34.2, 33.9, 33.8, 33.7, 33.7, 33.9, 34.1, 34.5, 34.9, …