ß 
tidyhydat do?hy_*) that access hydrometric data from the HYDAT database, a national archive of Canadian hydrometric data and return tidy data.realtime_*) that access Environment and Climate Change Canada’s real-time hydrometric data source.search_*) that can search through the approximately 7000 stations in the database and aid in generating station vectorshy_daily_flows() function queries the database, tidies the data and returns a tibble of daily flows.You can install tidyhydat from CRAN:
install.packages("tidyhydat")To install the development version of the tidyhydat package, you can install directly from the rOpenSci development server:
install.packages("tidyhydat", repos = "https://dev.ropensci.org")More documentation on tidyhydat can found at the rOpenSci doc page: https://docs.ropensci.org/tidyhydat/
When you install tidyhydat, several other packages will be installed as well. One of those packages, dplyr, is useful for data manipulations and is used regularly here. To use actually use dplyr in a session you must explicitly load it. A helpful dplyr tutorial can be found here.
library(tidyhydat)
library(dplyr)To use many of the functions in the tidyhydat package you will need to download a version of the HYDAT database, Environment and Climate Change Canada’s database of historical hydrometric data then tell R where to find the database. Conveniently tidyhydat does all this for you via:
download_hydat()This downloads (with your permission) the most recent version of HYDAT and then saves it in a location on your computer where tidyhydat’s function will look for it. Do be patient though as this can take a long time! To see where HYDAT was saved you can run hy_default_db(). Now that you have HYDAT downloaded and ready to go, you are all set to begin looking at Canadian hydrometric data.
To download real-time data using the datamart we can use approximately the same conventions discussed above. Using realtime_dd() we can easily select specific stations by supplying a station of interest:
realtime_dd(station_number = "08MF005")
#> Queried on: 2024-01-09 05:08:33.18974 (UTC)
#> Date range: 2023-12-10 to 2024-01-09
#> # A tibble: 10,972 × 8
#> STATION_NUMBER PROV_TERR_STATE_LOC Date
#> <chr> <chr> <dttm>
#> 1 08MF005 BC 2023-12-10 08:00:00
#> 2 08MF005 BC 2023-12-10 08:05:00
#> 3 08MF005 BC 2023-12-10 08:10:00
#> 4 08MF005 BC 2023-12-10 08:15:00
#> 5 08MF005 BC 2023-12-10 08:20:00
#> 6 08MF005 BC 2023-12-10 08:25:00
#> 7 08MF005 BC 2023-12-10 08:30:00
#> 8 08MF005 BC 2023-12-10 08:35:00
#> 9 08MF005 BC 2023-12-10 08:40:00
#> 10 08MF005 BC 2023-12-10 08:45:00
#> # ℹ 10,962 more rows
#> # ℹ 5 more variables: Parameter <chr>, Value <dbl>,
#> # Grade <chr>, Symbol <chr>, Code <chr>Or we can use realtime_ws:
realtime_ws(
station_number = "08MF005",
parameters = c(46, 5), ## see param_id for a list of codes
start_date = Sys.Date() - 14,
end_date = Sys.Date()
)
#> All station successfully retrieved
#> All parameters successfully retrieved
#> # A tibble: 1,323 × 10
#> STATION_NUMBER Date Name_En Value Unit
#> <chr> <dttm> <chr> <dbl> <chr>
#> 1 08MF005 2023-12-25 00:00:00 Water tem… 5.14 °C
#> 2 08MF005 2023-12-25 01:00:00 Water tem… 5.12 °C
#> 3 08MF005 2023-12-25 02:00:00 Water tem… 5.11 °C
#> 4 08MF005 2023-12-25 03:00:00 Water tem… 5.1 °C
#> 5 08MF005 2023-12-25 04:00:00 Water tem… 5.1 °C
#> 6 08MF005 2023-12-25 05:00:00 Water tem… 5.07 °C
#> 7 08MF005 2023-12-25 06:00:00 Water tem… 5.06 °C
#> 8 08MF005 2023-12-25 07:00:00 Water tem… 5.04 °C
#> 9 08MF005 2023-12-25 08:00:00 Water tem… 5.02 °C
#> 10 08MF005 2023-12-25 09:00:00 Water tem… 5 °C
#> # ℹ 1,313 more rows
#> # ℹ 5 more variables: Grade <chr>, Symbol <chr>,
#> # Approval <chr>, Parameter <dbl>, Code <chr>tidyhydat provides two methods to download realtime data. realtime_dd() provides a function to import .csv files from here. realtime_ws() is an client for a web service hosted by ECCC. realtime_ws() has several difference to realtime_dd(). These include:
realtime_ws() is much faster for larger queries (i.e. many stations). For single station queries to realtime_dd() is more appropriate.realtime_ws() records goes back further in time.realtime_dd() are restricted to river flow (either flow and level) data. In contrast realtime_ws() can download several different parameters depending on what is available for that station. See data("param_id") for a list and explanation of the parameters.realtime_ws() provides argument to select a date range. Selecting a data range with realtime_dd() is not possible until after all files have been downloaded.Plot methods are also provided to quickly visualize realtime data:
realtime_ex <- realtime_dd(station_number = "08MF005")
plot(realtime_ex)
and also historical data:
hy_ex <- hy_daily_flows(station_number = "08MF005", start_date = "2013-01-01")
plot(hy_ex)
To report bugs/issues/feature requests, please file an issue.
These are very welcome!
If you would like to contribute to the package, please see our CONTRIBUTING guidelines.
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
Get citation information for tidyhydat in R by running:
To cite package 'tidyhydat' in publications use:
Albers S (2017). "tidyhydat: Extract and Tidy
Canadian Hydrometric Data." _The Journal of Open
Source Software_, *2*(20). doi:10.21105/joss.00511
<https://doi.org/10.21105/joss.00511>,
<http://dx.doi.org/10.21105/joss.00511>.
A BibTeX entry for LaTeX users is
@Article{,
title = {tidyhydat: Extract and Tidy Canadian Hydrometric Data},
author = {Sam Albers},
doi = {10.21105/joss.00511},
url = {http://dx.doi.org/10.21105/joss.00511},
year = {2017},
publisher = {The Open Journal},
volume = {2},
number = {20},
journal = {The Journal of Open Source Software},
}
Copyright 2017 Province of British Columbia
Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License. You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an “AS IS” BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.