weathercan

weathercan: Download and format weather data from Environment and Climate Change Canada - Published in JOSS (2018)

https://github.com/ropensci/weathercan

Science Score: 95.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
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Found codemeta.json file
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Found 4 DOI reference(s) in README and JOSS metadata
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Links to: joss.theoj.org, zenodo.org
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2 of 18 committers (11.1%) from academic institutions
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Published in Journal of Open Source Software

Keywords

environment-canada peer-reviewed r r-package rstats weather-data weather-downloader

Keywords from Contributors

reproducibility makefile sequences ropensci hydrology geojson air-pollution turfjs turf air-pollution-levels

Last synced: 6 months ago · JSON representation

Repository

R package for downloading weather data from Environment and Climate Change Canada

Basic Info

Host: GitHub
Owner: ropensci
License: gpl-3.0
Language: R
Default Branch: main
Homepage: https://docs.ropensci.org/weathercan
Size: 63.3 MB

Statistics

Stars: 111
Watchers: 10
Forks: 41
Open Issues: 19
Releases: 22

Topics

environment-canada peer-reviewed r r-package rstats weather-data weather-downloader

Created over 9 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog Contributing License Codemeta

README.Rmd

---
output: github_document
---

```{r, echo=FALSE, message=FALSE, warning=FALSE}
library(weathercan)
library(dplyr)
library(tibble)
knitr::opts_chunk$set(cache = FALSE,
                      fig.path = "tools/readme/")
old <- options(width = 160)
```

# weathercan 

[![:name status badge](https://ropensci.r-universe.dev/badges/:name)](https://ropensci.r-universe.dev)
[![weathercan status badge](https://ropensci.r-universe.dev/badges/weathercan)](https://ropensci.r-universe.dev)
[![R-CMD-check](https://github.com/ropensci/weathercan/workflows/R-CMD-check/badge.svg)](https://github.com/ropensci/weathercan/actions)
[![codecov](https://codecov.io/gh/ropensci/weathercan/branch/main/graph/badge.svg)](https://app.codecov.io/gh/ropensci/weathercan)

[![](https://badges.ropensci.org/160_status.svg)](https://github.com/ropensci/software-review/issues/160) [![DOI](https://zenodo.org/badge/60650396.svg)](https://zenodo.org/badge/latestdoi/60650396) [![DOI](http://joss.theoj.org/papers/10.21105/joss.00571/status.svg)](https://doi.org/10.21105/joss.00571)





This package makes it easier to search for and download multiple months/years of historical weather data from [Environment and Climate Change Canada (ECCC) website](https://climate.weather.gc.ca/historical_data/search_historic_data_e.html).

Bear in mind that these downloads can be fairly large and performing multiple downloads may use up ECCC's bandwidth unnecessarily. Try to stick to what you need.

For more details and tutorials checkout the [weathercan website](https://docs.ropensci.org/weathercan/) (or see the [development docs](http://ropensci.github.io/weathercan/))

> Check out the Demo weathercan shiny dashboard ([html](https://steffilazerte.shinyapps.io/weathercan_shiny/); [source](https://github.com/steffilazerte/weathercan_shiny))

## Installation

You can install `weathercan` from the [rOpenSci r-Universe](https://ropensci.r-universe.dev/):

```{r, eval = FALSE}
install.packages("weathercan", 
                 repos = c("https://ropensci.r-universe.dev", 
                           "https://cloud.r-project.org"))
```


View the available vignettes with `vignette(package = "weathercan")`  
 
View a particular vignette with, for example, `vignette("weathercan", package = "weathercan")`

## General usage

To download data, you first need to know the `station_id` associated with the station you're interested in.

### Stations

`weathercan` includes the function `stations()` which returns a list of stations and their details (including `station_id`).

```{r}
head(stations())
glimpse(stations())
```

You can look through this data frame directly, or you can use the `stations_search` function:

```{r}
stations_search("Kamloops", interval = "hour")
```

Time frame must be one of "hour", "day", or "month".

You can also search by proximity:

```{r}
stations_search(coords = c(50.667492, -120.329049), dist = 20, interval = "hour")
```

You can update this list of stations with 

```{r}
stations_dl()
```

And check when it was last updated with
```{r}
stations_meta()
```

**Note:** For reproducibility, if you are using the stations list to gather your
data, it can be a good idea to take note of the ECCC date of modification and 
include it in your reports/manuscripts.

### Weather

Once you have your `station_id`(s) you can download weather data:

```{r, R.options = list(tibble.max_extra_cols = 0)}
kam <- weather_dl(station_ids = 51423, start = "2018-02-01", end = "2018-04-15")
kam
```

You can also download data from multiple stations at once:

```{r, R.options = list(tibble.max_extra_cols = 0)}
kam_pg <- weather_dl(station_ids = c(48248, 51423), start = "2018-02-01", end = "2018-04-15")
```

## Climate Normals

To access climate normals, you first need to know the `climate_id` associated with the station you're interested in.

```{r}
stations_search("Winnipeg", normals_years = "current")
```

Then you can download the climate normals with the `normals_dl()` function.

```{r}
n <- normals_dl("5023222")
```

See the [Getting Started](https://docs.ropensci.org/weathercan/articles/weathercan.html) 
vignette for more details. 


## Citation

```{r, warning = FALSE}
citation("weathercan")
```

## License

The data and the code in this repository are licensed under multiple licences. All code is licensed [GPL-3](https://www.gnu.org/licenses/gpl-3.0.en.html). All weather data is licensed under the ([Open Government License - Canada](http://open.canada.ca/en/open-government-licence-canada)). 

## `weathercan` in the wild!

- Browse [`weathercan` use cases](https://ropensci.org/usecases/) on rOpenSci.org
- Checkout the [`weathercan` Shiny App](https://nickrongkp.shinyapps.io/WeatherCan/) by Nick Rong (@nickyrong) and Nathan Smith (@WraySmith)
- R package [`RavenR`](https://github.com/rchlumsk/RavenR/tree/master/R) has functions for converting 
  ECCC data downloaded by `weathercan` to the .rvt format for Raven.
- R package [`meteoland`](https://github.com/emf-creaf/meteoland) has functions for converting ECCC
  data downloaded by `weathercan` to the format required for use in `meteoland`.

## Similar packages

**[`rclimateca`](https://github.com/paleolimbot/rclimateca)**

`weathercan` and `rclimateca` were developed at roughly the same time and as a result, both present up-to-date methods for accessing and downloading data from ECCC. The largest differences between the two packages are: a) `weathercan` includes functions for interpolating weather data and directly integrating it into other data sources. b) `weathercan` actively seeks to apply tidy data principles in R and integrates well with the tidyverse including using tibbles and nested listcols. c) `rclimateca` contains arguments for specifying short vs. long data formats. d) `rclimateca` has the option of formatting data in the MUData format using the [`mudata2`](https://cran.r-project.org/package=mudata2) package by the same author.

**[`CHCN`](https://cran.r-project.org/package=CHCN)**

`CHCN` is an older package last updated in 2012. Unfortunately, ECCC updated their services within the last couple of years which caused a great many of the previous web scrapers to fail. `CHCN` relies on a decommissioned [older web-scraper](https://quickcode.io/) and so is currently broken. 

## Code of Conduct

Please note that this project is released with a [Contributor Code of Conduct](https://ropensci.org/code-of-conduct/). By participating in this project you agree to abide by its terms.

## Contributions

We welcome any and all contributions! To make the process as painless as possible for all involved, please see our [guide to contributing](CONTRIBUTING.md)

## Contributors






All contributions to this project are gratefully acknowledged using the [`allcontributors` package](https://github.com/ropensci/allcontributors) following the [all-contributors](https://allcontributors.org) specification. Contributions of any kind are welcome!

### Code









steffilazerte






boshek






JauntyJJS






maelle






nicholas512






mciechanumich






jeroen










RichardLitt






shandiya






kellijohnson-NOAA






### Issue Authors









paleolimbot






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pbulsink






durraniu






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nadrojordan










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essicolo






sckott






AreliaTW






WatershedFlow






cgquick






emhodg










klwilson23






jjvenky






greenLauren






tspeidel






datacarvel






AmeerDotHydro






tspeidel-ey










Carina8899






amcilraithRRC






AnneDaySRK






a2grotto






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juliasunga






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### Issue Contributors









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CamMakoJ






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[![ropensci_footer](http://ropensci.org/public_images/ropensci_footer.png)](https://ropensci.org)


```{r, include = FALSE}
# Reset options
options(old)
```

Owner

Name: rOpenSci
Login: ropensci
Kind: organization
Email: info@ropensci.org
Location: Berkeley, CA

Website: https://ropensci.org/
Twitter: rOpenSci
Repositories: 307
Profile: https://github.com/ropensci

JOSS Publication

weathercan: Download and format weather data from Environment and Climate Change Canada

Published

February 12, 2018

DOI

10.21105/joss.00571

Volume 3, Issue 22, Page 571

Authors

Stefanie E. LaZerte

steffilazerte.ca

Sam Albers
University of Northern British Columbia

Editor

Arfon Smith

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  "fileSize": "11844.435KB",
  "citation": [
    {
      "@type": "ScholarlyArticle",
      "datePublished": "2018",
      "author": [
        {
          "@type": "Person",
          "givenName": "Stefanie E",
          "familyName": "LaZerte"
        },
        {
          "@type": "Person",
          "givenName": "Sam",
          "familyName": "Albers"
        }
      ],
      "name": "{weathercan}: {D}ownload and format weather data from Environment and Climate Change Canada",
      "url": "https://joss.theoj.org/papers/10.21105/joss.00571",
      "pagination": "571",
      "isPartOf": {
        "@type": "PublicationIssue",
        "issueNumber": "22",
        "datePublished": "2018",
        "isPartOf": {
          "@type": [
            "PublicationVolume",
            "Periodical"
          ],
          "volumeNumber": "3",
          "name": "The Journal of Open Source Software"
        }
      }
    }
  ],
  "releaseNotes": "https://github.com/ropensci/weathercan/blob/master/NEWS.md",
  "readme": "https://github.com/ropensci/weathercan/blob/main/README.md",
  "contIntegration": [
    "https://github.com/ropensci/weathercan/actions",
    "https://app.codecov.io/gh/ropensci/weathercan"
  ],
  "review": {
    "@type": "Review",
    "url": "https://github.com/ropensci/software-review/issues/160",
    "provider": "https://ropensci.org"
  },
  "keywords": [
    "weather-data",
    "environment-canada",
    "weather-downloader",
    "r",
    "rstats",
    "r-package",
    "peer-reviewed"
  ]
}

GitHub Events

Total

Create event: 7
Release event: 2
Issues event: 25
Watch event: 7
Delete event: 5
Issue comment event: 37
Push event: 47
Pull request review event: 14
Pull request review comment event: 10
Pull request event: 32
Fork event: 10

Last Year

Create event: 7
Release event: 2
Issues event: 25
Watch event: 7
Delete event: 5
Issue comment event: 37
Push event: 47
Pull request review event: 14
Pull request review comment event: 10
Pull request event: 32
Fork event: 10

Committers

Last synced: 7 months ago

All Time

Total Commits: 838
Total Committers: 18
Avg Commits per committer: 46.556
Development Distribution Score (DDS): 0.141

Past Year

Commits: 67
Committers: 12
Avg Commits per committer: 5.583
Development Distribution Score (DDS): 0.463

Top Committers

Name	Email	Commits
Stefanie LaZerte	s**i@s**a	720
Sam Albers	s**s@g**m	73
Russ Allen	r**n@y**m	9
Jeremy Selva	j**s@g**m	4
Maëlle Salmon	m**n@y**e	4
Kevin Cazelles	k**e@u**a	3
Github Actions	g**s@g**m	3
dependabot[bot]	4****]	3
nicholas512	n**2@g**m	3
Jeroen Ooms	j**s@g**m	2
Mark	1****h	2
Richard Littauer	r**b@b**m	2
Shandiya Balasubramaniam	s**b@g**m	2
everett	e**r@g**m	2
mciechan	m**n@m**u	2
Shandiya Balasubramaniam	s**b@g**m	2
rOpenSci Bot	m**t@g**m	1
kellijohnson-NOAA	k**n@n**v	1

Committer Domains (Top 20 + Academic)

noaa.gov: 1 med.umich.edu: 1 burntfen.com: 1 github.com: 1 uoguelph.ca: 1 steffi.ca: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 116
Total pull requests: 72
Average time to close issues: 4 months
Average time to close pull requests: 7 days
Total issue authors: 37
Total pull request authors: 15
Average comments per issue: 3.35
Average comments per pull request: 1.35
Merged pull requests: 56
Bot issues: 0
Bot pull requests: 8

Past Year

Issues: 15
Pull requests: 33
Average time to close issues: 19 days
Average time to close pull requests: about 16 hours
Issue authors: 3
Pull request authors: 11
Average comments per issue: 1.67
Average comments per pull request: 0.76
Merged pull requests: 21
Bot issues: 0
Bot pull requests: 7

View more stats

Top Authors

Issue Authors

steffilazerte (56)
boshek (14)
rajibshibly (4)
maelle (3)
macsmith26 (3)
AmeerDotHydro (2)
adamhsparks (2)
sckott (2)
nadrojordan (1)
datacarvel (1)
AreliaTW (1)
durraniu (1)
emhodg (1)
FraserHemis (1)
joethorley (1)

Pull Request Authors

steffilazerte (25)
boshek (12)
dependabot[bot] (8)
mciechanumich (4)
farhanreynaldo (4)
RichardLitt (4)
maelle (3)
shandiya (2)
kellijohnson-NOAA (2)
mustberuss (2)
JauntyJJS (2)
everettsp (2)
kylehamilton (1)
nicholas512 (1)
KevCaz (1)

Top Labels

Issue Labels

feature (16) help wanted (6) ro-hackathon-2025 (5) documentation (1) bug (1)

Pull Request Labels

dependencies (8) ro-hackathon-2025 (6) github_actions (1)

Packages

Total packages: 1
Total downloads: unknown

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 21

proxy.golang.org: github.com/ropensci/weathercan

Documentation: https://pkg.go.dev/github.com/ropensci/weathercan#section-documentation
License: gpl-3.0
Latest release: v0.7.5
published 7 months ago

Versions: 21
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.5%

Average: 5.7%

Dependent repos count: 5.8%

Last synced: 6 months ago

Dependencies

.github/workflows/R-CMD-check.yaml actions

actions/checkout v2 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/test-coverage.yaml actions

actions/checkout v3 composite
actions/upload-artifact v3 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

DESCRIPTION cran

R >= 3.3.0 depends
dplyr >= 1.0.0 imports
httr >= 1.4.2 imports
lubridate >= 1.7.1 imports
memoise >= 2.0.0 imports
methods >= 3.2.2 imports
purrr >= 0.3.4 imports
rappdirs >= 0.3.3 imports
readr >= 2.0.0 imports
rlang >= 0.1.4 imports
rvest >= 0.3.4 imports
stringi >= 1.1.2 imports
stringr >= 1.4.0 imports
tidyr >= 1.1.3 imports
tidyselect >= 1.0.0 imports
xml2 >= 0.1.2 imports
devtools * suggests
ggplot2 * suggests
htmltools * suggests
knitr * suggests
leaflet * suggests
lutz * suggests
mockery * suggests
naniar * suggests
rmarkdown * suggests
sf * suggests
sp * suggests
testthat * suggests
vcr >= 1.0.2 suggests

.github/workflows/pkgdown.yaml actions

JamesIves/github-pages-deploy-action v4.4.1 composite
actions/checkout v3 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/allcontributors.yaml actions

actions/checkout v4 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

steffilazerte	boshek	JauntyJJS	maelle	nicholas512	mciechanumich	jeroen
RichardLitt	shandiya	kellijohnson-NOAA

paleolimbot	joethorley	pbulsink	durraniu	stefaniebutland	adamhsparks	nadrojordan
macsmith26	essicolo	sckott	AreliaTW	WatershedFlow	cgquick	emhodg
klwilson23	jjvenky	greenLauren	tspeidel	datacarvel	AmeerDotHydro	tspeidel-ey
Carina8899	amcilraithRRC	AnneDaySRK	a2grotto	FraserHemis	rajibshibly	mjdzr
juliasunga	KevCaz	ecwiebe	carlos-arnillas	gilberto-sassi	busmansholiday

weathercan

Science Score: 95.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.Rmd

Owner

JOSS Publication

weathercan: Download and format weather data from Environment and Climate Change Canada

Authors

Editor

Tags

CodeMeta (codemeta.json)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

proxy.golang.org: github.com/ropensci/weathercan

Rankings

Dependencies