From 11913e2d76cb614d29f973d7e82ff8f64d31a825 Mon Sep 17 00:00:00 2001 From: David Dorchies <14124454+DDorch@users.noreply.github.com> Date: Sat, 19 Aug 2023 22:11:10 +0200 Subject: [PATCH 1/7] feat: allow the use of R vector in query fields Closes #37 --- R/doApiQuery.R | 3 +++ 1 file changed, 3 insertions(+) diff --git a/R/doApiQuery.R b/R/doApiQuery.R index b010099..fd1723b 100644 --- a/R/doApiQuery.R +++ b/R/doApiQuery.R @@ -83,6 +83,9 @@ doApiQuery <- function(api, ) } if (!is.null(params[[paramName]])) { + if (length(params[[paramName]]) > 1) { + params[[paramName]] <- paste(params[[paramName]], collapse = ",") + } query <- urltools::param_set(query, key = paramName, value = params[[paramName]]) From 304acdd4443e882aee8e1878eb060df1f1b1ce48 Mon Sep 17 00:00:00 2001 From: David Dorchies <14124454+DDorch@users.noreply.github.com> Date: Sat, 19 Aug 2023 22:13:01 +0200 Subject: [PATCH 2/7] feat: add API qualite_rivieres Refs #9 --- NAMESPACE | 4 + R/get_qualite_rivieres.R | 147 ++++++++++++++++++++++++++++++++++++ R/sysdata.rda | Bin 2678 -> 2910 bytes data-raw/config.yml | 2 + man/get_qualite_rivieres.Rd | 134 ++++++++++++++++++++++++++++++++ 5 files changed, 287 insertions(+) create mode 100644 R/get_qualite_rivieres.R create mode 100644 man/get_qualite_rivieres.Rd diff --git a/NAMESPACE b/NAMESPACE index dcbfa41..7ff6e6f 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -26,6 +26,10 @@ export(get_qualite_eau_potable_communes_udi) export(get_qualite_eau_potable_resultats_dis) export(get_qualite_nappes_analyses) export(get_qualite_nappes_stations) +export(get_qualite_rivieres_analyse) +export(get_qualite_rivieres_condition_environnementale) +export(get_qualite_rivieres_operation) +export(get_qualite_rivieres_station) export(get_temperature_chronique) export(get_temperature_stations) export(list_apis) diff --git a/R/get_qualite_rivieres.R b/R/get_qualite_rivieres.R new file mode 100644 index 0000000..57c5ba9 --- /dev/null +++ b/R/get_qualite_rivieres.R @@ -0,0 +1,147 @@ +#' Retrieve data from API "Qualité physico-chimique des cours d'eau" +#' +#' @description +#' The "Quality of rivers" API data comes from the Naïades database. +#' Available for the whole of France (including the French overseas departments +#' and territories), they relate to the results of measurements of the +#' physico-chemical quality of rivers and water bodies transmitted by the Water +#' Agencies. +#' +#' Available endpoints are: +#' +#' - `get_qualite_rivieres_station` retrieves physico-chemical measuring stations +#' - `get_qualite_rivieres_operation` retrieves physico-chemical operations +#' - `get_qualite_rivieres_analyse` retrieves physico-chemical analysis +#' - `get_qualite_rivieres_condition_environnementale` retrieves physico-chemical +#' environmental conditions for analyses (please note that pagination is based +#' on the number of analyses) +#' +#' See the API documentation for available filter parameters: \url{https://hubeau.eaufrance.fr/page/api-qualite-cours-deau} +#' +#' @inheritParams doApiQuery +#' @inherit convert_list_to_tibble return return +#' +#' @export +#' @rdname get_qualite_rivieres +#' +#' @examples +#' \dontrun{ +#' # Tutorial provided by https://hubeau.eaufrance.fr/page/api-qualite-cours-deau-tuto +#' +#' # List of stations in Longuyon +#' get_qualite_rivieres_station(libelle_commune="Longuyon") +#' # ... with field selection +#' get_qualite_rivieres_station( +#' libelle_commune = "Longuyon", +#' fields = c("code_station", +#' "libelle_station", +#' "localisation_precise", +#' "code_commune", +#' "libelle_commune", +#' "code_cours_eau", +#' "nom_cours_eau") +#' ) +#' +#' # Query results of nitrate analyses at the station since 2013 +#' get_qualite_rivieres_analyse( +#' code_station = "02115725", +#' libelle_parametre = "Nitrates", +#' date_debut_prelevement = "2013-01-01", +#' code_qualification = 1, +#' fields = c("code_station", +#' "libelle_station", +#' "code_parametre", +#' "libelle_parametre", +#' "date_prelevement", +#' "resultat", +#' "symbole_unite", +#' "code_remarque", +#' "mnemo_remarque", +#' "code_statut", +#' "mnemo_statut", +#' "code_qualification", +#' "libelle_qualification") +#' ) +#' +#' # dates sorted from most recent to oldest +#' get_qualite_rivieres_analyse( +#' code_station = "02115725", +#' libelle_parametre = "Nitrates", +#' date_debut_prelevement = "2013-01-01", +#' code_qualification = 1, +#' fields = c("code_station", +#' "libelle_station", +#' "code_parametre", +#' "libelle_parametre", +#' "date_prelevement", +#' "resultat", +#' "symbole_unite", +#' "code_remarque", +#' "mnemo_remarque", +#' "code_statut", +#' "mnemo_statut", +#' "code_qualification", +#' "libelle_qualification"), +#' sort = "desc" +#' ) +#' +#' # Nitrate analysis results since 1 August 2016 for 5 stations +#' get_qualite_rivieres_analyse( +#' code_station = c("02115725", +#' "02115650", +#' "02115685", +#' "02115700", +#' "02115715"), +#' libelle_parametre = "Nitrates", +#' date_debut_prelevement = "2016-08-01", +#' code_qualification = 1, +#' fields = c("code_station", +#' "libelle_station", +#' "libelle_parametre", +#' "date_prelevement", +#' "resultat", +#' "symbole_unite", +#' "code_remarque"), +#' sort = "desc" +#' ) +#' +#' # Geographical search by distance +#' get_qualite_rivieres_station(longitude = 5.62, +#' latitude = 49.44, +#' distance = 8, +#' fields = c("code_station", "libelle_station")) +#' +#' } +get_qualite_rivieres_analyse <- function(...) { + l <- doApiQuery(api = "qualite_rivieres", + endpoint = "analyse_pc", + ...) + convert_list_to_tibble(l) +} + +#' @export +#' @rdname get_qualite_rivieres +get_qualite_rivieres_condition_environnementale <- function(...) { + l <- doApiQuery(api = "qualite_rivieres", + endpoint = "condition_environnementale_pc", + ...) + convert_list_to_tibble(l) +} + +#' @export +#' @rdname get_qualite_rivieres +get_qualite_rivieres_operation <- function(...) { + l <- doApiQuery(api = "qualite_rivieres", + endpoint = "operation_pc", + ...) + convert_list_to_tibble(l) +} + +#' @export +#' @rdname get_qualite_rivieres +get_qualite_rivieres_station <- function(...) { + l <- doApiQuery(api = "qualite_rivieres", + endpoint = "station_pc", + ...) + convert_list_to_tibble(l) +} diff --git a/R/sysdata.rda b/R/sysdata.rda index 90b34c0aa0e27b256951c7f21eff2cbc027e384c..caaf2be77d8b0b6df9ec1d594b2a94d611058881 100644 GIT binary patch literal 2910 zcmV-k3!(HvT4*^jL0KkKSv{ucod6Tm|A7Dh|NsB9{7@`0)WpB{|L_0-;18cY_U~J` z09&7T9u;b;_1VsGW{pi?zQ*=@uhO)_X2Q)r{g zJebu7p#~tt!UjOZ^&7)Soe7divPkR5$g1JiLNbt=#tTsjsRm|9f|UxgNhL>9I~WJ^ zBt5^oX#i1S0T!X5@8tHb%Mf_^OzHN%&j)v@TgY{7 zoms*9XegxO29AY5NMZ)ocQD%N8|P*z^yD4%j(mx1%qQQNM2fYq&*g)eddx#Rq8rDP ze0Xr$wcGh9F-&N{`mwnsLU9O%ow#rC4PLb#0IL)5eyb1Nv|aEO4UOe7?LWP&0vU>G9+$VNTDhdT)rsbZRB0FVepxr-Qm zPEgSrR2I$5`T6T*iyN$DO5(;DacOGA&T*$I+H$s&g22jKX=R5M(wR(br8043%B3Il 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zF~mo9Q6)hJ;LOx6>PSqC=x;2{$Ymo9mt4Ayuaowhz`%xR+%x_>1k8Sd8X5@DzQ2_C zb)V3Smo|ViUS~4Kz*!WxG9Y_Qgm~=+czngjGcf9;Y!MoK=L5WfCf25kLJ3D@nuu9| z(NtR97D|hGDpjK+au)PZQD!|f7%bY&?FwcHRj_O7GeF$h0Vvplg@`*R-zC?425K!3 z0t*HaVKx9c{JQlwW;yZHr4wQo(4vzzv?Cx0#3e8S&(246c z5I2`_Xi(^Nkq*Mb7l1ygQ6mx*6esdma9GoTfuVpXgO?DTQQ~x`8vBTbrg=g<5Zyr_ zNDw9LT@o3zw)%2Tz+|`^-|PEbUH diff --git a/data-raw/config.yml b/data-raw/config.yml index 944bd3e..1ac5487 100644 --- a/data-raw/config.yml +++ b/data-raw/config.yml @@ -23,3 +23,5 @@ default: path: v1/qualite_eau_potable qualite_nappes: path: v1/qualite_nappes + qualite_rivieres: + path: v2/qualite_rivieres diff --git a/man/get_qualite_rivieres.Rd b/man/get_qualite_rivieres.Rd new file mode 100644 index 0000000..57096eb --- /dev/null +++ b/man/get_qualite_rivieres.Rd @@ -0,0 +1,134 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/get_qualite_rivieres.R +\name{get_qualite_rivieres_analyse} +\alias{get_qualite_rivieres_analyse} +\alias{get_qualite_rivieres_condition_environnementale} +\alias{get_qualite_rivieres_operation} +\alias{get_qualite_rivieres_station} +\title{Retrieve data from API "Qualité physico-chimique des cours d'eau"} +\usage{ +get_qualite_rivieres_analyse(...) + +get_qualite_rivieres_condition_environnementale(...) + +get_qualite_rivieres_operation(...) + +get_qualite_rivieres_station(...) +} +\arguments{ +\item{...}{parameters of the queries and their values in the format +\verb{Param1_Name = "Param1 value", Param2_Name = "Param2 value"}, use the +function \link{list_params} for a list of the available filter parameters +for a given API endpoint and see the API documentation for their description} +} +\value{ +A \link[tibble:tibble]{tibble::tibble} with one row by record and one column by field. +} +\description{ +The "Quality of rivers" API data comes from the Naïades database. +Available for the whole of France (including the French overseas departments +and territories), they relate to the results of measurements of the +physico-chemical quality of rivers and water bodies transmitted by the Water +Agencies. + +Available endpoints are: +\itemize{ +\item \code{get_qualite_rivieres_station} retrieves physico-chemical measuring stations +\item \code{get_qualite_rivieres_operation} retrieves physico-chemical operations +\item \code{get_qualite_rivieres_analyse} retrieves physico-chemical analysis +\item \code{get_qualite_rivieres_condition_environnementale} retrieves physico-chemical +environmental conditions for analyses (please note that pagination is based +on the number of analyses) +} + +See the API documentation for available filter parameters: \url{https://hubeau.eaufrance.fr/page/api-qualite-cours-deau} +} +\examples{ +\dontrun{ +# Tutorial provided by https://hubeau.eaufrance.fr/page/api-qualite-cours-deau-tuto + +# List of stations in Longuyon +get_qualite_rivieres_station(libelle_commune="Longuyon") +# ... with field selection +get_qualite_rivieres_station( + libelle_commune = "Longuyon", + fields = c("code_station", + "libelle_station", + "localisation_precise", + "code_commune", + "libelle_commune", + "code_cours_eau", + "nom_cours_eau") +) + +# Query results of nitrate analyses at the station since 2013 +get_qualite_rivieres_analyse( + code_station = "02115725", + libelle_parametre = "Nitrates", + date_debut_prelevement = "2013-01-01", + code_qualification = 1, + fields = c("code_station", + "libelle_station", + "code_parametre", + "libelle_parametre", + "date_prelevement", + "resultat", + "symbole_unite", + "code_remarque", + "mnemo_remarque", + "code_statut", + "mnemo_statut", + "code_qualification", + "libelle_qualification") +) + +# dates sorted from most recent to oldest +get_qualite_rivieres_analyse( + code_station = "02115725", + libelle_parametre = "Nitrates", + date_debut_prelevement = "2013-01-01", + code_qualification = 1, + fields = c("code_station", + "libelle_station", + "code_parametre", + "libelle_parametre", + "date_prelevement", + "resultat", + "symbole_unite", + "code_remarque", + "mnemo_remarque", + "code_statut", + "mnemo_statut", + "code_qualification", + "libelle_qualification"), + sort = "desc" +) + +# Nitrate analysis results since 1 August 2016 for 5 stations +get_qualite_rivieres_analyse( + code_station = c("02115725", + "02115650", + "02115685", + "02115700", + "02115715"), + libelle_parametre = "Nitrates", + date_debut_prelevement = "2016-08-01", + code_qualification = 1, + fields = c("code_station", + "libelle_station", + "libelle_parametre", + "date_prelevement", + "resultat", + "symbole_unite", + "code_remarque"), + sort = "desc" +) + +# Geographical search by distance +get_qualite_rivieres_station(longitude = 5.62, + latitude = 49.44, + distance = 8, + fields = c("code_station", "libelle_station")) + +} +} From 440c5c32862242f6a0a3d3ad6354e6b24a2026cf Mon Sep 17 00:00:00 2001 From: David Dorchies <14124454+DDorch@users.noreply.github.com> Date: Sat, 19 Aug 2023 22:19:53 +0200 Subject: [PATCH 3/7] chore: update to dev version --- DESCRIPTION | 2 +- NEWS.md | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index e26b01f..ad8c636 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: hubeau Title: Get Data from the French National Database on Water 'Hub'Eau' -Version: 0.4.1 +Version: 0.4.1.9000 Date: 2023-06-01 Authors@R: c( person("David", "Dorchies", , "david.dorchies@inrae.fr", role = c("aut", "cre"), diff --git a/NEWS.md b/NEWS.md index d177dc5..8f9fe84 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,5 @@ +# hubeau (development version) + # hubeau 0.4.1 New features From 54f290befe667c29c5a7ca353fe8268dc406e5be Mon Sep 17 00:00:00 2001 From: David Dorchies <14124454+DDorch@users.noreply.github.com> Date: Wed, 21 Feb 2024 16:37:55 +0100 Subject: [PATCH 4/7] doc: add vignette for api qualite_riviere Refs #9 --- DESCRIPTION | 10 +- data-raw/vignette_data_extraction_naiades.R | 22 ++ hubeau.Rproj | 2 + inst/vignettes/data_extraction_naiades.RData | Bin 0 -> 162738 bytes man/hubeau.Rd | 21 ++ vignettes/data_extraction_naiades.Rmd | 330 +++++++++++++++++++ 6 files changed, 382 insertions(+), 3 deletions(-) create mode 100644 data-raw/vignette_data_extraction_naiades.R create mode 100644 inst/vignettes/data_extraction_naiades.RData create mode 100644 vignettes/data_extraction_naiades.Rmd diff --git a/DESCRIPTION b/DESCRIPTION index ad8c636..ee11ba0 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -6,8 +6,11 @@ Date: 2023-06-01 Authors@R: c( person("David", "Dorchies", , "david.dorchies@inrae.fr", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-6595-7984")), - person("Pascal", "Irz", , "pascal.irz@ofb.gouv.fr", role = "ctb"), - person("Sébastien", "Grall", , "seinormigr.grall@gmail.com", role = "ctb") + person("Pascal", "Irz", , "pascal.irz@ofb.gouv.fr", role = "ctb", + comment = c(ORCID = "00000-0002-2066-8935")), + person("Sébastien", "Grall", , "seinormigr.grall@gmail.com", role = "ctb"), + person("Philippe", "Amiotte Suchet", , "philippe.amiotte-suchet@u-bourgogne.fr", role = "ctb", + comment = c(ORCID = "0000-0003-3514-1447")) ) Description: Collection of functions to help retrieving data from 'Hub'Eau' the free and public French National APIs on water @@ -28,6 +31,7 @@ Imports: utils Suggests: ggplot2, + Hmisc, knitr, leafpop, lubridate, @@ -44,4 +48,4 @@ Encoding: UTF-8 Language: en-US LazyData: true Roxygen: list(markdown = TRUE) -RoxygenNote: 7.2.3 +RoxygenNote: 7.3.1 diff --git a/data-raw/vignette_data_extraction_naiades.R b/data-raw/vignette_data_extraction_naiades.R new file mode 100644 index 0000000..5606979 --- /dev/null +++ b/data-raw/vignette_data_extraction_naiades.R @@ -0,0 +1,22 @@ +## code to prepare `vignette_example_ecoulement_api` dataset goes here + +library(hubeau) +library(dplyr) +library(lubridate) + +station_21 <- get_qualite_rivieres_station(code_departement = "21") + +nitrates_21_raw <- get_qualite_rivieres_analyse(code_departement = "21", + date_debut_prelevement = "2000-01-01", + date_fin_prelevement = "2000-12-31", + code_parametre = "1340") + +nitrates_21 <- get_qualite_rivieres_analyse( + code_departement = "21", + date_debut_prelevement = "2000-01-01", + date_fin_prelevement = "2022-12-31", + code_parametre = "1340", + fields = c("code_station", "libelle_station", "libelle_fraction", "date_prelevement", "resultat", "symbole_unite") +) + +save(station_21, nitrates_21_raw, nitrates_21, file = "inst/vignettes/data_extraction_naiades.RData") diff --git a/hubeau.Rproj b/hubeau.Rproj index 270314b..db0cf42 100644 --- a/hubeau.Rproj +++ b/hubeau.Rproj @@ -19,3 +19,5 @@ BuildType: Package PackageUseDevtools: Yes PackageInstallArgs: --no-multiarch --with-keep.source PackageRoxygenize: rd,collate,namespace + +SpellingDictionary: en_US diff --git a/inst/vignettes/data_extraction_naiades.RData b/inst/vignettes/data_extraction_naiades.RData new file mode 100644 index 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z4>{G>hDV@{hy%;cj0OHD@q`;`#p`FMOU^%exH8ukX3o8WYipkOIw#ut2$<_8Jub6d zlCIV&>eXPJiLCn>&S;ojN9_qo%uZEuPNC$-NkIi3uH z{84ozk2`aE7NN`amr#kj zN-+6S6u8nl4<3OshgvPQqZB*kCKn5aoLsGvn0dFOBk@b4dDhVli8#_TRuU1PE^dOW zo^OU@OB!FDmfvm0g6Bi1;69G%jPPSptM`(L<3p{nN2n#{%GZJU9@5zNSjpznys_qu z$1Cw`0k`WV{wj_hPy~?~+Yep@mInShTRH>*5F=~I&vlgc%2vdmJm0g`lz0AwX3V@) z*_B{izx% zt+78=K>9Ec%>pOv9ZC$9!`5wsazG&Eq#It~qWK2?Md*;8fyV9tt0f{3TTlC_5=hvT z+r%!57=M%@5z)6Q-SWYhdJVdy8Idv3AN$5L*s^i=1s$AcaSSJ;T9mq~Ty(Uuie(P3)mf} zG2Bw}4~dsTCVIo}3+*`W#}$!$O+V93$$}F99 zp3vOq@Rtu)Z8_GEG;jX@r$R%@U&wQlKp$h-hv$!ej}uS+_Qii}AI-LBSADl;G@$>J zf203&A=&2L0RO3cj=3De|MFH-19vNZ=K-6qIosV9{;maF5I#qqNjg% znDqJQc&FaE&bgOKtzK`PsK}61clyu#iM6;pHS%49V{7N*dM@3!|LAvXF64Q4h>Ksm z8>s + %\VignetteIndexEntry{Data extraction using the The API \"qualité des cours d'eau\"} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>", + fig.width = 8, + fig.asp = 0.618, + out.width = "90%", + fig.align = "center" +) +load(system.file("vignettes/data_extraction_naiades.RData", package = "hubeau")) +``` + +This script applies functions of the [R package Hubeau "Get Data from the French National Database on Water Hub'Eau"](https://cran.r-project.org/package=hubeau) to query the french Naiades database through the [API "qualité des cours d'eau"](https://hubeau.eaufrance.fr/page/api-qualite-cours-deau). + +The [Naiades database](https://naiades.eaufrance.fr/) gather hydrobiology, hydrogeomophomogy and physico-chemical informations for french river and lake water. The information is associated with a water quality station (location) , a date (the day of the sampling or of the observation) and a material (water, suspended matter, sediment, river bed, fish, ...). **The API "qualité des cours d'eau" focuses only on water physico-chemical properties.** + +This example shows how to extract physico-chemical (here nitrates concentration and total pesticides) informations from the Naiades database on water station belonging to an administrative entity (here the Cote d'Or department). + +```{r} +library(hubeau) +library(dplyr) +library(lubridate) +library(ggplot2) +library(Hmisc) +``` + +# Get started + +## How it works + +The Hubeau package provides functions to query the databases of the french water information system using the Hub'eau API. + +The function names are wrtitten as follow: `hubeau::get_[API]_[endpoint](argument)` where: + +- [API] is the name of the API (one API = one database) + +- [endpoint] is the type of information which is queried in the database; the query is defined by a list of arguments. + +For example the function `get_qualite_rivieres_station()` uses the API "qualité des cours d'eau" to recover the water quality stations corresponding to requirements described in the station() function. + +See the [readme in the R package Hubeau](https://github.com/inrae/hubeau#api-hydrom%C3%A9trie) + +## Listing the available API in the R package + +The 0.4.1 version is able to query 10 different databases which can be listed as follow: + +```{r} +list_apis() +``` + +The name of the API which will be used below is `"qualite_rivieres"` using the ["qualité des cours d'eau" Hub'eau API](https://hubeau.eaufrance.fr/page/api-qualite-cours-deau) allowing to query the [Naiades database](https://naiades.eaufrance.fr/bienvenue-naiades). + +## Available endpoints for the "qualite_rivieres" API + +The function `list_endpoints(api = "name of the api given by ")` of the Hubeau R package lists the available endpoints. +For the `qualite_rivieres` API it gives: + +```{r} +list_endpoints(api = "qualite_rivieres") +``` + +These 4 endpoints are described in the [Hub'eau web page of the API (see "opération" section)](https://hubeau.eaufrance.fr/page/api-qualite-cours-deau). + +- [**station_pc**] lists the water stations with physico-chemical analysis; + +- [**operation_pc**] lists the sampling operation occuring on each water station; + +- [**condition_environnementale_pc**] lists the environmental conditions observed during water sampming (air temperature, presence of mosses, alguae, etc.); + +- [**analyse_pc**] gives the results of the physico-chemical analysis made on water samples of a selected water station. + +Each endpoint is defined by a list of arguments to query the database. + +## List of arguments by endpoint + +The function `list_params(api = "name of the api", endpoint = "name of the endpoint")` gives the arguments which can be used in the query. These arguments correspond the parameters of the Hub'eau API and are described in the [Hub'eau web page of the API](https://hubeau.eaufrance.fr/page/api-qualite-cours-deau). + +For example, the following instruction lists the available arguments for the endpoint "condition_environnementale_pc": + +```{r} +list_params(api = "qualite_rivieres", endpoint = "condition_environnementale_pc") +``` + +# Extracting physico-chemical data + +This example shows how to extract the nitrates concentration values in river water samples for station located in the Cote d'Or department from 2000 to 2022. + +## Availability of station in the Côte d'Or department + +The function `get_qualite_rivieres_station(…)` will be used to list the available stations. +Arguments for the function can be listed as follow: + +```{r} +list_params(api = "qualite_rivieres", endpoint = "station_pc") +``` + +The argument "code_departement" will be used with the value "21" which is the french administrative code for Côte d'Or. + +```{r, eval = FALSE} +station_21 <- get_qualite_rivieres_station(code_departement = "21") +``` + +```{r} +station_21 +``` + +The result of the query gives a tibble of 466 lines and 48 columns which means that the database comprises 466 water stations in the Côte d'Or department being described by 48 parameters. + + +## Retrieving nitrates concentration in river water of the Côte d'or department + +The function `get_qualite_rivieres_analyse(…)` is used to get the physico-chemical analysis for selected stations. +Arguments for the function can be listed as follow: + +```{r} +list_params(api = "qualite_rivieres", endpoint = "analyse_pc") +``` + +These arguments are described in the[Hub'eau API web page](https://hubeau.eaufrance.fr/page/api-qualite-cours-deau#/physicochimie/analyse_pc). + +Needed arguments in this example are: + +- `code_departement`: french administrative code for department ("21" for Côte d'Or) +- `code_param`: Code of the physico-chemical parameter; if more than one parameter, codes must be separated by a commas; maximum number of code is 200. The code of a given parameter that can be found in the [french water reference system "Sandre](https://www.sandre.eaufrance.fr/Rechercher-une-donnee-d-un-jeu); For nitrates the code is "1340" +- `date_debut_prelevement` et `date_fin_prelevement`: beginning and end dates of samples ("_yyyy-mm-dd_" format). + +The query can be written as follow: + +```{r, eval = FALSE} +nitrates_21_raw <- get_qualite_rivieres_analyse(code_departement = "21", + date_debut_prelevement = "2000-01-01", + date_fin_prelevement = "2000-12-31", + code_parametre = "1340") +``` + +```{r} +dim(nitrates_21_raw) +nitrates_21_raw +``` + +The query gives a tibble of more than 13000 lines and 134 columns. +Each line corresponds to a nitrate concentration value (`resultat`) in mg.L^-1^ +for a given station (`code_station`) and for a given date (`date_prelevement`). + +The argument `fields` of the function `get_qualite_rivieres_analyse()` allows to +specify which parameter (i.e. column) must be returned in the resulting tibble +which is usefull for limiting the size of the tibble. + +```{r, eval = FALSE} +nitrates_21 <- get_qualite_rivieres_analyse( + code_departement = "21", + date_debut_prelevement = "2000-01-01", + date_fin_prelevement = "2022-12-31", + code_parametre = "1340", + fields = c( + "code_station", + "libelle_station", + "libelle_fraction", + "date_prelevement", + "resultat", + "symbole_unite" + ) +) +``` + +```{r} +dim(nitrates_21) +nitrates_21 +``` + +The query still gives a tibble of more than 13000 lines but with 6 columns only. + +# Extraction and analysis of data station by station + +## Objectives + +In the tibble created in the previous example, a lot of stations are not suitable +for computing basic statistical parameters (annual or interannual mean, median, +standard deviation, etc.) because they provide only few results each year and are +not representative of the seasonal cycle of nitrates. +This means that the tibble resulting from the query may include a lot of +unexploitable data and could be much smaller. + +The data can be computed directly from the database station by station by including +the query in a loop using a known list of stations. +For each station, the number of results (available nitrates data) is calculated +each year and compared to a threshold to determine if a statistical/graphical +analysis can be computed or not. + +## Selection of stations available for analysis + +In the following example, a list of the stations of the Côte d'Or department is +created (`get_qualite_rivieres_station(code_departement = "21"`) + +```{r, eval = FALSE} +#list of station to query +station_21 <- get_qualite_rivieres_station(code_departement = "21") +``` + +Total number of stations is: + +```{r} +nrow(station_21) +``` + +We use the function `get_qualite_rivieres_analyse(code_station = "")` for retrieving +nitrate concentration values (`code_parametre = "1340")` from 2000 to 2022. + +```{r, eval = FALSE} +nitrates_21 <- get_qualite_rivieres_analyse( + code_departement = "21", + date_debut_prelevement = "2000-01-01", + date_fin_prelevement = "2022-12-31", + code_parametre = "1340", + fields = c( + "code_station", + "libelle_station", + "libelle_fraction", + "date_prelevement", + "resultat", + "symbole_unite" + ) +) +``` + +We compute some annual statistics for each station: + +```{r} +nitrates_21$date_prelevement <- as.POSIXct(nitrates_21$date_prelevement) +nitrates_21$year <- year(nitrates_21$date_prelevement) + +station_stats <- nitrates_21 %>% group_by(code_station, libelle_station, year) %>% + summarise(nb_analyses = n(), + nitrate_mean = mean(resultat), + nitrate_p90 = quantile(resultat, probs = 0.9), + .groups = 'drop') +station_stats +``` + +The number of lines of the tibble `station_stats` corresponds to the number of +stations with at least one sample. + +Stations with less than 10 values per year on average and less than 10 years of data +are excluded of the statistical analysis. + +```{r} +valid_stations <- station_stats %>% group_by(code_station, libelle_station) %>% + summarise(analyses_per_year = mean(nb_analyses), nb_years = n()) %>% + filter(analyses_per_year >= 10, nb_years >= 10) +valid_stations +``` + +The number of lines of the tibble `valid_stations` corresponds to the number of +stations with at least 10 samples per year on average and 10 years of data. + +## Statistical analysis of samples + +Then, we plot the year distribution of nitrate levels with violin plots. + +```{r} +plot_nitrates <- function(code) { + + station_details <- station_21[station_21$code_station == code, , drop = FALSE] + mean_samples <- valid_stations$analyses_per_year[valid_stations$code_station == code] + nitrates_station <- nitrates_21 %>% filter(code_station == code) + station_yearly_stats <- station_stats %>% filter(code_station == code) + + p <- ggplot(nitrates_station, aes(x = as.factor(year), y = resultat)) + + labs( + x = "year", + y = "nitrates (mg/l)", + title = paste( + "station: ", + station_details$code_station, + station_details$libelle_station + ), + subtitle = paste(round(mean_samples, 1), "samples per year on average"), + caption = "mean and sd in blue, median + 1rst and 3rd quartile represented by dashed lines, percentile 90 in red" + ) + + scale_x_discrete(labels = paste0(station_yearly_stats$year, "\nn=", station_yearly_stats$nb_analyses)) + p <- + p + + geom_violin( + trim = TRUE, + scale = "width", + adjust = 0.5, + draw_quantiles = 0.9, + color = "red", + fill = "lightblue1" + ) + # draw the violin and adds an horizontal red line corresponding to the quantile 90 + + geom_violin( + trim = TRUE, + scale = "width", + adjust = 0.5, + color = "black", + fill = "transparent" + ) + # draw the same violin but with black lines and no fill + + geom_violin( + trim = TRUE, + scale = "width", + adjust = 0.5, + draw_quantiles = c(0.25, 0.5, 0.75), + linetype = "dashed", + fill = "transparent" + ) + # adds the median, the 1st and 3rd quartiles in dashed line + stat_summary( + fun.data = mean_sdl, + fun.args = list(mult = 1), + geom = "pointrange", + color = "blue4", + fill = "transparent" + ) # adds the mean and the standard deviation in blue +} +``` + +```{r} +lapply(valid_stations$code_station, plot_nitrates) +``` From 91a2e0bf34735795c93d880c4934d5287d35699a Mon Sep 17 00:00:00 2001 From: David Dorchies <14124454+DDorch@users.noreply.github.com> Date: Wed, 21 Feb 2024 16:38:40 +0100 Subject: [PATCH 5/7] chore: update CRAN-SUBMISSION --- CRAN-SUBMISSION | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/CRAN-SUBMISSION b/CRAN-SUBMISSION index b4fc81f..67bf6ab 100644 --- a/CRAN-SUBMISSION +++ b/CRAN-SUBMISSION @@ -1,3 +1,3 @@ -Version: 0.4.0 -Date: 2023-03-15 16:34:12 UTC -SHA: 136d4c30724c088fbcfdf9cfb4cb66b3a53ef3fc +Version: 0.4.1 +Date: 2023-05-31 11:22:27 UTC +SHA: fde87c07014b25b08af803f40ce7e92b1854ee59 From 29344973f4cd36bac10748ee2eedb05ff45d5224 Mon Sep 17 00:00:00 2001 From: David Dorchies <14124454+DDorch@users.noreply.github.com> Date: Wed, 21 Feb 2024 17:01:11 +0100 Subject: [PATCH 6/7] fix(qualite_rivieres): encoding issue on field libelle_station See: https://github.com/BRGM/hubeau/issues/166 Refs #9 --- R/get_qualite_rivieres.R | 15 +++++++++++---- R/globals.R | 1 + inst/vignettes/data_extraction_naiades.RData | Bin 162738 -> 162656 bytes 3 files changed, 12 insertions(+), 4 deletions(-) diff --git a/R/get_qualite_rivieres.R b/R/get_qualite_rivieres.R index 57c5ba9..3ea7f0e 100644 --- a/R/get_qualite_rivieres.R +++ b/R/get_qualite_rivieres.R @@ -116,7 +116,7 @@ get_qualite_rivieres_analyse <- function(...) { l <- doApiQuery(api = "qualite_rivieres", endpoint = "analyse_pc", ...) - convert_list_to_tibble(l) + convert_list_to_tibble(l) %>% fix_encoding_libelle_station } #' @export @@ -125,7 +125,7 @@ get_qualite_rivieres_condition_environnementale <- function(...) { l <- doApiQuery(api = "qualite_rivieres", endpoint = "condition_environnementale_pc", ...) - convert_list_to_tibble(l) + convert_list_to_tibble(l) %>% fix_encoding_libelle_station } #' @export @@ -134,7 +134,7 @@ get_qualite_rivieres_operation <- function(...) { l <- doApiQuery(api = "qualite_rivieres", endpoint = "operation_pc", ...) - convert_list_to_tibble(l) + convert_list_to_tibble(l) %>% fix_encoding_libelle_station } #' @export @@ -143,5 +143,12 @@ get_qualite_rivieres_station <- function(...) { l <- doApiQuery(api = "qualite_rivieres", endpoint = "station_pc", ...) - convert_list_to_tibble(l) + convert_list_to_tibble(l) %>% fix_encoding_libelle_station +} + +fix_encoding_libelle_station <- function(df) { + if ("libelle_station" %in% names(df)) { + return(df %>% mutate(libelle_station = iconv(libelle_station, to = "iso8859-1", from = "utf8"))) + } + return(df) } diff --git a/R/globals.R b/R/globals.R index 65ea812..acdc091 100644 --- a/R/globals.R +++ b/R/globals.R @@ -3,6 +3,7 @@ utils::globalVariables( 'code_commune', 'libelle_departement', 'libelle_region', + 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e279c5a..1991250 100644 --- a/vignettes/data_extraction_naiades.Rmd +++ b/vignettes/data_extraction_naiades.Rmd @@ -280,7 +280,7 @@ plot_nitrates <- function(code) { x = "year", y = "nitrates (mg/l)", title = paste( - "station: ", + "station:", station_details$code_station, station_details$libelle_station ),