From 5da14bb6aca9c285d49f490aa0d817d8cac5d8d8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Giovanni=20Bonaf=C3=A8?= Date: Wed, 1 Nov 2017 22:16:17 +0100 Subject: [PATCH] website with pkgdown --- .Rbuildignore | 2 + DESCRIPTION | 4 +- _pkgdown.yml | 5 + docs/LICENSE.html | 142 ++++ docs/articles/dartle-usage.html | 612 ++++++++++++++++++ .../figure-html/unnamed-chunk-12-1.png | Bin 0 -> 85609 bytes .../figure-html/unnamed-chunk-14-1.png | Bin 0 -> 73600 bytes .../figure-html/unnamed-chunk-16-1.png | Bin 0 -> 80159 bytes .../figure-html/unnamed-chunk-19-1.png | Bin 0 -> 80844 bytes .../figure-html/unnamed-chunk-20-1.png | Bin 0 -> 90793 bytes .../figure-html/unnamed-chunk-21-1.png | Bin 0 -> 70818 bytes .../figure-html/unnamed-chunk-22-1.png | Bin 0 -> 89187 bytes .../figure-html/unnamed-chunk-23-1.png | Bin 0 -> 86256 bytes docs/articles/index.html | 125 ++++ docs/authors.html | 126 ++++ docs/index.html | 140 ++++ docs/inst/darts_logo.png | Bin 0 -> 9154 bytes docs/jquery.sticky-kit.min.js 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b/DESCRIPTION @@ -2,7 +2,9 @@ Package: dartle Type: Package Title: Air Quality Model Benchmarking Version: 0.1.1 -Author: Giovanni Bonafè +Authors@R: c(person("Giovanni", "Bonafè", role = c("aut", "cre"), + email = "iovanni.bonafe@arpa.fvg.it")) +Author: Giovanni Bonafè [aut, cre] Maintainer: Giovanni Bonafè Description: A toolkit of functions for air quality model benchmarking, inspired by the DELTA tool (JRC-IES) and the work of the FAIRMODE WP1. diff --git a/_pkgdown.yml b/_pkgdown.yml new file mode 100644 index 0000000..6b467d5 --- /dev/null +++ b/_pkgdown.yml @@ -0,0 +1,5 @@ +navbar: + type: inverse + right: + - icon: fa-github fa-lg + href: github.com/jobonaf/dartle diff --git a/docs/LICENSE.html b/docs/LICENSE.html new file mode 100644 index 0000000..1d0d5c0 --- /dev/null +++ b/docs/LICENSE.html @@ -0,0 +1,142 @@ + + + + + + + + +License • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ + + +
+ +
+
+ + +
MIT License
+
+Copyright (c) 2017 Giovanni Bonafè
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
+ +
+ +
+ + +
+ + +
+

Site built with pkgdown.

+
+ +
+
+ + + diff --git a/docs/articles/dartle-usage.html b/docs/articles/dartle-usage.html new file mode 100644 index 0000000..4590701 --- /dev/null +++ b/docs/articles/dartle-usage.html @@ -0,0 +1,612 @@ + + + + + + + +Air quality model benchmarking with <em>dartle</em> • dartle + + + + + + +
+
+ + + +
+
+ + + + +
+

The R package dartle is a toolkit of functions for air quality model benchmarking, inspired by the DELTA tool (JRC-IES) and the work of the FAIRMODE WP1.

+

For dartle to work, you need R (version 2.10 or higher) and the packages stats, dplyr, RcppRoll, data.table and ggplot2. To install dartle downloading it from GitHub, use the package devtools, as follows:

+
require("devtools")
+devtools::install_github("jobonaf/dartle")
+

Once installed, you can load it

+
library("dartle")
+
+

+Datasets

+

The package includes some datasets:

+ + + + + + + + + + + + + + + + + + + + + + + + + + + +
ItemTitle
mod.data (mod_data)Forecasted concentrations
obs.no2 (obs_data)Observed NO2 concentrations
obs.o3 (obs_data)Observed ozone concentrations
obs.pm10 (obs_data)Observed PM10 concentrations
obs.pm25 (obs_data)Observed PM2.5 concentrations
+

Let’s have a look to the forecasted data (ignore EmissionTime, Intercept and Slope)

+
library(knitr)
+kable(head(mod.data))
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TimeVarPointValueEmissionTimeInterceptSlope
2016-07-16 00:00:00c_PM10AOS4.10022016-07-14 00:00:0001
2016-07-16 01:00:00c_PM10AOS3.64142016-07-14 01:00:0001
2016-07-16 02:00:00c_PM10AOS6.93522016-07-14 02:00:0001
2016-07-16 03:00:00c_PM10AOS6.67992016-07-14 03:00:0001
2016-07-16 04:00:00c_PM10AOS6.00602016-07-14 04:00:0001
2016-07-16 05:00:00c_PM10AOS3.58122016-07-14 05:00:0001
+

Let’s see where and when have been observed the highest concentrations. Of PM10

+
require(dplyr)
+kable(head(obs.pm10 %>% arrange(desc(Value))))
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TimeIDStationValueZoneTypeStationTypeLatLon
2016-01-06PORPorcia181.0366SBRBKG45.9576712.61871
2016-01-29BRUBrugnera176.6999SBRBKG45.8986512.53631
2016-01-30PORPorcia174.4575SBRBKG45.9576712.61871
2016-01-29PORPorcia174.0614SBRBKG45.9576712.61871
2016-01-30BRUBrugnera168.9616SBRBKG45.8986512.53631
2016-01-29EDIEdison (via Marconi) - Torviscosa164.8445SBRBKG45.8219913.27140
+

PM2.5

+
kable(head(obs.pm25 %>% arrange(desc(Value))))
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TimeIDStationValueZoneTypeStationTypeLatLon
2016-01-29CAIvia Cairoli - Udine119.2676URBBKG46.0661213.24069
2016-01-29LIBpiazza Libertà - Trieste116.6342URBTRF45.6571013.77210
2016-01-06PNCPordenone Centro112.0998URBTRF45.9625412.65595
2016-01-29MNFMonfalcone A2A104.0998URBIND45.8051913.52206
2016-01-28LIBpiazza Libertà - Trieste103.6742URBTRF45.6571013.77210
2016-01-30LIBpiazza Libertà - Trieste102.5962URBTRF45.6571013.77210
+

NO2

+
kable(head(obs.no2 %>% arrange(desc(Value))))
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TimeIDStationValueZoneTypeStationTypeLatLon
2016-01-26 19:00:00BRUBrugnera140.9989SBRBKG45.8986512.53631
2017-03-17 20:00:00PCAp.zza Carlo Alberto139.1235URBBKG45.6423213.75605
2016-01-26 18:00:00BRUBrugnera133.1246SBRBKG45.8986512.53631
2016-01-20 19:00:00BRUBrugnera131.9033SBRBKG45.8986512.53631
2017-02-14 19:00:00BRUBrugnera130.5135SBRBKG45.8986512.53631
2017-03-17 19:00:00PCAp.zza Carlo Alberto129.2262URBBKG45.6423213.75605
+

and ozone

+
kable(head(obs.o3 %>% arrange(desc(Value))))
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TimeIDStationValueZoneTypeStationTypeLatLon
2016-05-28 13:00:00TOLTolmezzo176.2697URBBKG46.4018713.01098
2016-05-28 14:00:00TOLTolmezzo174.9796URBBKG46.4018713.01098
2016-05-27 18:00:00TOLTolmezzo174.5843URBBKG46.4018713.01098
2016-05-27 15:00:00TOLTolmezzo174.5339URBBKG46.4018713.01098
2016-06-30 13:00:00MORMorsano al Tagliamento173.4314SBRBKG45.8682412.93143
2016-06-30 15:00:00CAIvia Cairoli - Udine173.1446URBBKG46.0661213.24069
+

Note that for PM10, NO2 and ozone only background stations are provided, while obs.pm25 includes also traffic and industrial stations. All the data are from the Environmental Agency of Friuli Venezia Giulia region (Italy).

+
unique(obs.pm25$StationType)
+

[1] “TRF” “BKG” “IND”

+
+
+

+Target plots

+

To produce a target plot, we must arrange forecasted and observed data in the same data.frame. First, we extract PM10 forecasts with filter and calculate the daily averages with dMean

+
Mod <- dMean(mod.data %>% filter(Var=="c_PM10"),
+             value = "Value", time = "Time", point = "Point")
+

Then, we adjust the format of the observed dataset

+
Obs <- obs.pm10 %>% mutate(Day=format(Time,"%Y-%m-%d"), Point=ID)
+

So, observed and forecasted datasets can be meld in a single data.frame (Dat.pm10)

+
Dat.pm10 <- inner_join(Mod, Obs, by=c("Point", "Day"), suffix = c(".mod", ".obs"))
+

Now Dat can be passed to the target_report function, to calculate some quality indicators

+
t_rep <- target_report(Dat.pm10, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "PM10")
+

Finally, t_rep (the output of the target_report function) is ready to be passed to the target_plot function

+
target_plot(t_rep)
+

+

The same processing for PM2.5:

+
Mod <- dMean(mod.data %>% filter(Var=="c_PM25"),
+             value = "Value", time = "Time", point = "Point")
+Obs <- obs.pm25 %>% mutate(Day=format(Time,"%Y-%m-%d"), Point=ID)
+Dat.pm25 <- inner_join(Mod, Obs, by=c("Point", "Day"), suffix = c(".mod", ".obs"))
+t_rep <- target_report(Dat.pm25, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "PM2.5")
+

And the plot

+
target_plot(t_rep)
+

+

For NO2, the target plot is based on hourly data, therefore no daily average is performed

+
Mod <- mod.data %>% filter(Var=="c_NO2") %>% mutate()
+Obs <- obs.no2 %>% rename(Point=ID)
+Dat.no2 <- inner_join(Mod, Obs, by=c("Point", "Time"), suffix = c(".mod", ".obs"))
+t_rep <- target_report(Dat.no2, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "NO2")
+

Note that the function target_report needs the argument pollutant because the parameters used to assess the measurements uncertainties are pollutant-dependent.

+
target_plot(t_rep)
+

+

For ozone, we have to calculate daily maxima of the 8-hours running mean.

+
Mod <- dMaxAvg8h(mod.data %>% filter(Var=="c_O3"),
+             value = "Value", time = "Time", point = "Point")
+Obs <- obs.o3 %>% rename(Point=ID)
+

In this case, both observations and forecasts are provided as hourly averages in the datasets, so we need the function dMaxAvg8h again.

+
Obs <- dMaxAvg8h(Obs, value = "Value", time = "Time", point = "Point")
+Dat.o3 <- inner_join(Mod, Obs, by=c("Point", "Day"), suffix = c(".mod", ".obs"))
+t_rep <- target_report(Dat.o3, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "O3")
+
target_plot(t_rep)
+

+
+
+

+Summary reports

+
s_rep <- summary_report(Dat.pm10, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "PM10")
+summary_plot(s_rep)
+

NULL

+
s_rep <- summary_report(Dat.pm25, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "PM2.5")
+summary_plot(s_rep)
+

NULL

+
s_rep <- summary_report(Dat.no2, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "NO2")
+summary_plot(s_rep)
+

NULL

+
s_rep <- summary_report(Dat.o3, obs = "Value.obs", mod = "Value.mod",
+                       point = "Point", pollutant = "O3")
+summary_plot(s_rep)
+

NULL

+
+
+

+References

+ +
+
+Logo made by Freepik from www.flaticon.com is licensed by CC 3.0 BY +
+

+
+
+
+ + + +
+ + +
+ +
+

Site built with pkgdown.

+
+ +
+
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u*XZ>#>sa(icpca|_IoR<^}P~rO(QrNtM#O{eJ;~DEvSG literal 0 HcmV?d00001 diff --git a/docs/articles/index.html b/docs/articles/index.html new file mode 100644 index 0000000..e36313a --- /dev/null +++ b/docs/articles/index.html @@ -0,0 +1,125 @@ + + + + + + + + +Articles • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/authors.html b/docs/authors.html new file mode 100644 index 0000000..196ae53 --- /dev/null +++ b/docs/authors.html @@ -0,0 +1,126 @@ + + + + + + + + +Authors • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ + + +
+ +
+
+ + +
    +
  • +

    Giovanni Bonafè. Author, maintainer. +

    +
  • +
+ +
+ +
+ + +
+ + +
+

Site built with pkgdown.

+
+ +
+
+ + + diff --git a/docs/index.html b/docs/index.html new file mode 100644 index 0000000..59db2a1 --- /dev/null +++ b/docs/index.html @@ -0,0 +1,140 @@ + + + + + + + +Air Quality Model Benchmarking • dartle + + + + + + +
+
+ + + +
+
+ +

+
+ +

A toolkit of R functions for air quality model benchmarking, inspired by the DELTA tool (JRC-IES) and the work of the FAIRMODE WP1.

+
delta + R -> dartle
+

DOI

+
+

+installation

+
require("devtools")
+devtools::install_github("jobonaf/dartle")
+
+ +
+

+references

+
    +
  • Carnevale, C., Finzi, G., Pederzoli, A., Pisoni, E., Thunis, P., Turrini, E., & Volta, M. (2014). Applying the delta tool to support the Air Quality Directive: evaluation of the TCAM chemical transport model. Air Quality, Atmosphere & Health, 7(3), 335-346.
  • +
  • Carnevale, C., Finzi, G., Pederzoli, A., Pisoni, E., Thunis, P., Turrini, E., & Volta, M. (2015). A methodology for the evaluation of re-analyzed PM10 concentration fields: a case study over the PO Valley. Air Quality, Atmosphere & Health, 8(6), 533-544.
  • +
  • Georgieva, E., Syrakov, D., Prodanova, M., Etropolska, I., & Slavov, K. (2015). Evaluating the performance of WRF-CMAQ air quality modelling system in Bulgaria by means of the DELTA tool. International Journal of Environment and Pollution, 57(3-4), 272-284.
  • +
  • Lagler, F., Belis, C., & Borowiak, A. (2011). A Quality Assurance and Control Program for PM2. 5 and PM10 measurements in European Air Quality Monitoring Networks. EUR Report EN, 24851. +
  • +
  • Pernigotti, D., Gerboles, M., Belis, C. A., & Thunis, P. (2013). Model quality objectives based on measurement uncertainty. Part II: NO 2 and PM 10. Atmospheric environment, 79, 869-878.
  • +
  • Stidworthy, A., Carruthers, D., Stocker, J., Balis, D., Katragkou, E., & Kukkonen, J. (2013, May). MyAir Toolkit for Model Evaluation. In 15 th International Conference on Harmonisation, Madrid, Spain.
  • +
  • Stijn Janssen, Cristina Guerreiro, Peter Viaene, Emilia Georgieva, Philippe Thunis (2017). Guidance Document on Modelling Quality Objectives and Benchmarking
    +
  • +
  • Thunis, P., Pederzoli, A., & Pernigotti, D. (2012). Performance criteria to evaluate air quality modeling applications. Atmospheric Environment, 59, 476-482.
  • +
  • Thunis, P., Georgieva, E., & Pederzoli, A. (2012). A tool to evaluate air quality model performances in regulatory applications. Environmental Modelling & Software, 38, 220-230.
  • +
+
+

Logo made by Freepik from www.flaticon.com is licensed by CC 3.0 BY +

+
+
+ +
+ + +
+ + +
+ +
+

Site built with pkgdown.

+
+ +
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+

+dartle 0.1.1

+
    +
  • vignette dartle-usage
  • +
+
+
+

+dartle 0.1.0

+
    +
  • core set of statistical indicators
  • +
  • Model Quality Indicators
  • +
  • Model Performance Indicators
  • +
  • target plot
  • +
  • summary report
  • +
+
+
+
+ + + +
+ +
+ + +
+

Site built with pkgdown.

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+ +
+
+ + + diff --git a/docs/pkgdown.css b/docs/pkgdown.css new file mode 100644 index 0000000..209ce57 --- /dev/null +++ b/docs/pkgdown.css @@ -0,0 +1,163 @@ +/* Sticker footer */ +body > .container { + display: flex; + padding-top: 60px; + min-height: calc(100vh); + flex-direction: column; +} + +body > .container .row { + flex: 1; +} + +footer { + margin-top: 45px; + padding: 35px 0 36px; + border-top: 1px solid #e5e5e5; + color: #666; + display: flex; +} +footer p { + margin-bottom: 0; +} +footer div { + flex: 1; +} +footer .pkgdown { + text-align: right; +} +footer p { + margin-bottom: 0; +} + +img.icon { + float: right; +} + +img { + max-width: 100%; +} + +/* Section anchors ---------------------------------*/ + +a.anchor { + margin-left: -30px; + display:inline-block; + width: 30px; + height: 30px; + visibility: hidden; + + background-image: url(./link.svg); + background-repeat: no-repeat; + background-size: 20px 20px; + background-position: center center; +} + +.hasAnchor:hover a.anchor { + visibility: visible; +} + +@media (max-width: 767px) { + .hasAnchor:hover a.anchor { + visibility: hidden; + } +} + + +/* Fixes for fixed navbar --------------------------*/ + +.contents h1, .contents h2, .contents h3, .contents h4 { + padding-top: 60px; + margin-top: -60px; +} + +/* Static header placement on mobile devices */ +@media (max-width: 767px) { + .navbar-fixed-top { + position: absolute; + } + .navbar { + padding: 0; + } +} + + +/* Sidebar --------------------------*/ + +#sidebar { + margin-top: 30px; +} +#sidebar h2 { + font-size: 1.5em; + margin-top: 1em; +} + +#sidebar h2:first-child { + margin-top: 0; +} + +#sidebar .list-unstyled li { + margin-bottom: 0.5em; +} + +/* Reference index & topics ----------------------------------------------- */ + +.ref-index th {font-weight: normal;} +.ref-index h2 {font-size: 20px;} + +.ref-index td {vertical-align: top;} +.ref-index .alias {width: 40%;} +.ref-index .title {width: 60%;} + +.ref-index .alias {width: 40%;} +.ref-index .title {width: 60%;} + +.ref-arguments th {text-align: right; padding-right: 10px;} +.ref-arguments th, .ref-arguments td {vertical-align: top;} +.ref-arguments .name {width: 20%;} +.ref-arguments .desc {width: 80%;} + +/* Nice scrolling for wide elements --------------------------------------- */ + +table { + display: block; + overflow: auto; +} + +/* Syntax highlighting ---------------------------------------------------- */ + +pre { + word-wrap: normal; + word-break: normal; + border: 1px solid #eee; +} + +pre, code { + background-color: #f8f8f8; + color: #333; +} + +pre .img { + margin: 5px 0; +} + +pre .img img { + background-color: #fff; + display: block; + height: auto; +} + +code a, pre a { + color: #375f84; +} + +.fl {color: #1514b5;} +.fu {color: #000000;} /* function */ +.ch,.st {color: #036a07;} /* string */ +.kw {color: #264D66;} /* keyword */ +.co {color: #888888;} /* comment */ + +.message { color: black; font-weight: bolder;} +.error { color: orange; font-weight: bolder;} +.warning { color: #6A0366; font-weight: bolder;} + diff --git a/docs/pkgdown.js b/docs/pkgdown.js new file mode 100644 index 0000000..4b81713 --- /dev/null +++ b/docs/pkgdown.js @@ -0,0 +1,45 @@ +$(function() { + $("#sidebar").stick_in_parent({offset_top: 40}); + $('body').scrollspy({ + target: '#sidebar', + offset: 60 + }); + + var cur_path = paths(location.pathname); + $("#navbar ul li a").each(function(index, value) { + if (value.text == "Home") + return; + if (value.getAttribute("href") === "#") + return; + + var path = paths(value.pathname); + if (is_prefix(cur_path, path)) { + // Add class to parent
  • , and enclosing
  • if in dropdown + var menu_anchor = $(value); + menu_anchor.parent().addClass("active"); + menu_anchor.closest("li.dropdown").addClass("active"); + } + }); +}); + +function paths(pathname) { + var pieces = pathname.split("/"); + pieces.shift(); // always starts with / + + var end = pieces[pieces.length - 1]; + if (end === "index.html" || end === "") + pieces.pop(); + return(pieces); +} + +function is_prefix(needle, haystack) { + if (needle.length > haystack.lengh) + return(false); + + for (var i = 0; i < haystack.length; i++) { + if (needle[i] != haystack[i]) + return(false); + } + + return(true); +} diff --git a/docs/reference/MPI.html b/docs/reference/MPI.html new file mode 100644 index 0000000..00b3446 --- /dev/null +++ b/docs/reference/MPI.html @@ -0,0 +1,211 @@ + + + + + + + + +Modelling Performance Indicators — MPI • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    MPI_bias: MPI for bias + + MPI_corr_time: temporal MPI for correlation + + MPI_sdev_time: temporal MPI for standard deviation + + MPI_corr_space: spatial MPI for correlation + + MPI_sdev_space: spatial MPI for standard deviation + + MPI_perc: MPI for high percentile values

    + + +
    MPI_bias(obs, mod, pollutant, beta = 2, ...)
    +
    +MPI_corr_time(obs, mod, pollutant, beta = 2, ...)
    +
    +MPI_sdev_time(obs, mod, pollutant, beta = 2, ...)
    +
    +MPI_corr_space(obs, mod, pollutant, beta = 2, ...)
    +
    +MPI_sdev_space(obs, mod, pollutant, beta = 2, ...)
    +
    +MPI_perc(obs, mod, pollutant, beta = 2, ...)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + + + + + +
    obs

    numeric vector of observed values (yearly averages in MPI_*_space)

    mod

    numeric vector of modelled values (yearly averages in MPI_*_space)

    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    beta

    parameter \(\beta\) (default is 2)

    ...

    arguments to be passed to RMS_U_obs in MPI_bias and MPI_*_time, +to U_obs_95_year in MPI_*_space, to U_obs_95 in MPI_perc

    + +

    Value

    + +

    MPI_bias: Modelling Performance Indicator for the bias, +as in eq.26, tab.4, p.27 in Janssen et al., 2017 +$$MPI_{bias} = \frac{BIAS}{\beta RMS_U}$$ + +MPI_corr_time: temporal Modelling Performance Indicator for the correlation, +as in eq.27, tab.4, p.27 in Janssen et al., 2017 +$$MPI_{corr,time} = \frac{1} { \left(R + \frac{\beta^2 RMS_U^2} { 2 \sigma_O \sigma_M} \right) }$$ + +MPI_sdev_time: temporal Modelling Performance Indicator for the standard deviation, +as in eq.28, tab.4, p.27 in Janssen et al., 2017 +$$MPI_{s.d.,time} = \frac{\sigma_M - \sigma_O}{\beta RMS_U}$$ + +MPI_corr_space: spatial Modelling Performance Indicator for the correlation, +as in eq.29, tab.5, p.27 in Janssen et al., 2017 +$$MPI_{corr,space} = \frac{1} { \left(R + \frac{\beta^2 RMS_{\bar{U}}^2} { 2 \sigma_{\bar{O}} \sigma_{\bar{M}}} \right) }$$ + +MPI_sdev_space: spatial Modelling Performance Indicator for the standard deviation, +as in eq.30, tab.5, p.27 in Janssen et al., 2017 +$$MPI_{s.d.,space} = \frac{\sigma_{\bar{M}} - \sigma_{\bar{O}}}{\beta RMS_{\bar{U}}}$$ + +MPI_perc: Modelling Performance Indicator for high percentile values, +as in eq.35, p.35 in Janssen et al., 2017 +$$MPI_{perc} = \frac{M_{perc} - O_{perc}}{\beta U_{95} (O_{perc})}$$

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/MQI.html b/docs/reference/MQI.html new file mode 100644 index 0000000..45bb8eb --- /dev/null +++ b/docs/reference/MQI.html @@ -0,0 +1,187 @@ + + + + + + + + +Modelling Quality Indicators — MQI • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    MQI_ts: MQI for a time series (vector) + + MQI_ts_synth: MQI for a time series (synthetic scalar) + + MQI_year: MQI for yearly average

    + + +
    MQI_ts(obs, mod, pollutant, beta = 2, ...)
    +
    +MQI_ts_synth(obs, mod, pollutant, beta = 2, ...)
    +
    +MQI_year(obs, mod, pollutant, beta = 2, ...)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + + + + + +
    obs

    numeric vector of observed values (yearly averages in MQI_year)

    mod

    numeric vector of modelled values (yearly averages in MQI_year)

    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    beta

    parameter \(\beta\) (default is 2)

    ...

    arguments to be passed to U_obs_95 in MQI_ts and MQI_ts_synth, +to U_obs_95_year in MQI_year

    + +

    Value

    + +

    MQI_ts: Modelling Quality Indicator for a time series, +as in eq.15, p.22 in Janssen et al., 2017 +$$MQI = \frac{|O_i - M_i|}{\beta U_{95}(O_i)}$$ + +MQI_ts_synth: scalar synthetic Modelling Quality Indicator for a time series, +as in eq.17, p.23 in Janssen et al., 2017 +$$MQI = \frac{\sqrt{\frac{1}{N} \sum_{i=1}^N{(O_i-M_i)^2}}}{\beta \sqrt{\frac{1}{N} \sum_{i=1}^N{U_{95}(O_i)^2}}}$$ + +MQI_year: Modelling Quality Indicator for yearly average, +as in eq.18, p.23 in Janssen et al., 2017 +$$MQI = \frac{|\bar{O}-\bar{M}|}{\beta U_{95}(\bar{O})}$$

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/daily_statistics.html b/docs/reference/daily_statistics.html new file mode 100644 index 0000000..277cdb5 --- /dev/null +++ b/docs/reference/daily_statistics.html @@ -0,0 +1,168 @@ + + + + + + + + +Daily statistics — daily_statistics • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    dMaxAvg8h: daily maximum of 8h rolling mean + + dMean: daily average

    + + +
    dMaxAvg8h(data, value, time = "Time", point = "Point", req = 18)
    +
    +dMean(data, value, time = "Time", point = "Point", req = 18)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + + + + + +
    data

    data frame

    value

    name of variable to be processed

    time

    column containing time (POSIXct)

    point

    column containing point ID

    req

    minimum valid required 8h averages to compute their daily max

    + +

    Value

    + +

    dMaxAvg8h: daily maxima of 8h rolling mean, for each point + +dMean: daily averages, for each point

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/index.html b/docs/reference/index.html new file mode 100644 index 0000000..4e0e331 --- /dev/null +++ b/docs/reference/index.html @@ -0,0 +1,236 @@ + + + + + + + + +Function reference • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +

    All functions

    +

    +
    +

    dMaxAvg8h dMean

    +

    Daily statistics

    +

    RMSE R BIAS NMB NMSD CRMSE

    +

    Core Set of Statistical Indicators

    +

    mod.data

    +

    Forecasted concentrations

    +

    RMS_U_mod U_mod_year

    +

    Model Uncertainty

    +

    MPI_bias MPI_corr_time MPI_sdev_time MPI_corr_space MPI_sdev_space MPI_perc

    +

    Modelling Performance Indicators

    +

    MQI_ts MQI_ts_synth MQI_year

    +

    Modelling Quality Indicators

    +

    multiplot

    +

    Multiple plot function

    +

    obs.no2

    +

    Observed NO2 concentrations

    +

    obs.o3

    +

    Observed ozone concentrations

    +

    obs.pm10

    +

    Observed PM10 concentrations

    +

    obs.pm25

    +

    Observed PM2.5 concentrations

    +

    U_obs_95 RMS_U_obs U_obs_95_year

    +

    Measurements Uncertainty

    +

    params_U perc threshold

    +

    Pollutant-dependent parameters

    +

    summary_report summary_plot

    +

    summary plot

    +

    target_report target_plot

    +

    Target plot

    +
    +
    + + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/indicators.html b/docs/reference/indicators.html new file mode 100644 index 0000000..fa4f9f2 --- /dev/null +++ b/docs/reference/indicators.html @@ -0,0 +1,192 @@ + + + + + + + + +Core Set of Statistical Indicators — indicators • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    RMSE: Root Mean Square Error + + R: Correlation coefficient + + BIAS: Bias + + NMB: Normalised Mean Bias + + NMSD: Normalised Mean Standard Deviation + + CRMSE: Centered Root Mean Square Error

    + + +
    RMSE(obs, mod)
    +
    +R(obs, mod)
    +
    +BIAS(obs, mod)
    +
    +NMB(obs, mod)
    +
    +NMSD(obs, mod)
    +
    +CRMSE(obs, mod)
    + +

    Arguments

    + + + + + + + + + + +
    obs

    numeric vector of observed values

    mod

    numeric vector of modelled values

    + +

    Value

    + +

    RMSE: Root Mean Square Error as in eq.1, tab.1, p.18 in Janssen et al., 2017 +$$RMSE= \sqrt{ \frac{1}{N} \sum_{i=1}^{N}{(M_i - O_i})^2}$$ + +R: Correlation coefficient as in eq.2, tab.1, p.18 in Janssen et al., 2017 +$$R= \frac{\sum_{i=1}^{N}{(O_i - \bar{O})(M_i - \bar{M})}}{\sqrt{\sum_{i=1}^{N}{(O_i - \bar{O})^2}}{\sqrt{\sum_{i=1}^{N}{(M_i - \bar{M}})^2}}}$$ + +BIAS: bias as in eq.3, tab.1, p.18 in Janssen et al., 2017 +$$BIAS=\bar{M}-\bar{O}$$ + +NMB: Normalised Mean Bias as in eq.3, tab.1, p.18 in Janssen et al., 2017 +$$NMB=\frac{\bar{M}-\bar{O}}{\bar{O}}$$ + +NMSD: Normalised Mean Standard Deviation as in eq.4, tab.1, p.18 in Janssen et al., 2017 +$$NMSD=\frac{\sigma_{M}-\sigma_{O}}{\sigma_{O}}$$ + +CRMSE: Centered Root Mean Square Error as in eq.31, p.29 in Janssen et al., 2017 +$$CRMSE= \sqrt{ \frac{1}{N} \sum_{i=1}^{N}{[(M_i - \bar{M})-(O_i - \bar{O})]^2 }}$$

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/mod.data.html b/docs/reference/mod.data.html new file mode 100644 index 0000000..28ce107 --- /dev/null +++ b/docs/reference/mod.data.html @@ -0,0 +1,148 @@ + + + + + + + + +Forecasted concentrations — mod.data • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    A dataset containing hourly concentrations of PM10, PM2.5, NO2 and ozone forecasted at +background sites in the region of Friuli Venezia Giulia (Italy)

    + + +
    mod.data
    + +

    Format

    + +

    A data frame with 658944 rows and 4 variables:

    +
    Time

    time in POSIXct format

    +
    Var

    "c_PM10" (PM10), "c_PM25" (PM2.5), "c_NO2" (NO2) or "c_O3" (ozone)

    +
    Point

    station code

    +
    Value

    concentration (in \(\mu g/m^3\))

    +
    + +

    Source

    + +

    http://www.arpa.fvg.it/

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/mod_uncertainty.html b/docs/reference/mod_uncertainty.html new file mode 100644 index 0000000..d9d164e --- /dev/null +++ b/docs/reference/mod_uncertainty.html @@ -0,0 +1,175 @@ + + + + + + + + +Model Uncertainty — mod_uncertainty • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    RMS_U_mod: RMS uncertainty for model time series + + U_mod_year: Uncertainty for model yearly averages

    + + +
    RMS_U_mod(obs, mod, pollutant, ...)
    +
    +U_mod_year(obs, mod, pollutant, ...)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + +
    obs

    numeric vector of observed values (yearly averages in U_mod_year)

    mod

    numeric vector of modelled values (yearly averages in U_mod_year)

    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    ...

    arguments to be passed to U_obs_95 in RMS_U_mod, +to U_obs_95_year in U_mod_year

    + +

    Value

    + +

    RMS_U_mod: root mean square uncertainty for model time series, +as in eq.23, p.24 in Janssen et al., 2017 +$$RMS_{U_M} = RMS_U \sqrt{\left(\frac{RMSE}{RMS_U}\right)^2-1}$$ + +MQI_ts: uncertainty for model yearly averages, +as in eq.24, p.24 in Janssen et al., 2017 +$$U(\bar{M}) = U_{95}(\bar{O}) \sqrt{\left(\frac{BIAS}{U_{95}(\bar{O})}\right)^2-1}$$

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/multiplot.html b/docs/reference/multiplot.html new file mode 100644 index 0000000..debb6c0 --- /dev/null +++ b/docs/reference/multiplot.html @@ -0,0 +1,161 @@ + + + + + + + + +Multiple plot function — multiplot • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    Multiple plot function

    + + +
    multiplot(..., plotlist = NULL, cols = 1, layout = NULL)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + +
    ...

    ggplot objects to plot

    plotlist

    list of ggplot objects to plot

    cols

    number of columns in layout

    layout

    a matrix specifying the layout. If present, 'cols' is ignored. +If the layout is something like matrix(c(1,2,3,3), nrow=2, byrow=TRUE), +then plot 1 will go in the upper left, 2 will go in the upper right, and +3 will go all the way across the bottom.

    + +

    Value

    + +

    a ggplot object

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/obs.no2.html b/docs/reference/obs.no2.html new file mode 100644 index 0000000..df73c59 --- /dev/null +++ b/docs/reference/obs.no2.html @@ -0,0 +1,152 @@ + + + + + + + + +Observed NO2 concentrations — obs.no2 • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    A dataset containing hourly concentrations of NO2 measured at background sites in the +region of Friuli Venezia Giulia (Italy)

    + + +
    obs.no2
    + +

    Format

    + +

    A data frame with 202752 rows and 8 variables:

    +
    Time

    time (POSIXct format)

    +
    ID

    station code

    +
    Station

    station name

    +
    Value

    concentration (in \(\mu g/m^3\))

    +
    ZoneType

    "URB" (urban), "SBR" (suburban) or "RUR" (rural)

    +
    StationType

    always "BKG" (background)

    +
    Lat

    latitude

    +
    Lon

    longitude

    +
    + +

    Source

    + +

    http://www.arpa.fvg.it/

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/obs.o3.html b/docs/reference/obs.o3.html new file mode 100644 index 0000000..11c1288 --- /dev/null +++ b/docs/reference/obs.o3.html @@ -0,0 +1,152 @@ + + + + + + + + +Observed ozone concentrations — obs.o3 • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    A dataset containing hourly concentrations of ozone measured at background sites in the +region of Friuli Venezia Giulia (Italy)

    + + +
    obs.o3
    + +

    Format

    + +

    A data frame with 215424 rows and 8 variables:

    +
    Time

    time (POSIXct format)

    +
    ID

    station code

    +
    Station

    station name

    +
    Value

    concentration (in \(\mu g/m^3\))

    +
    ZoneType

    "URB" (urban), "SBR" (suburban) or "RUR" (rural)

    +
    StationType

    always "BKG" (background)

    +
    Lat

    latitude

    +
    Lon

    longitude

    +
    + +

    Source

    + +

    http://www.arpa.fvg.it/

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/obs.pm10.html b/docs/reference/obs.pm10.html new file mode 100644 index 0000000..feec06e --- /dev/null +++ b/docs/reference/obs.pm10.html @@ -0,0 +1,152 @@ + + + + + + + + +Observed PM10 concentrations — obs.pm10 • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    A dataset containing daily concentrations of PM10 measured at background sites in the +region of Friuli Venezia Giulia (Italy)

    + + +
    obs.pm10
    + +

    Format

    + +

    A data frame with 9504 rows and 8 variables:

    +
    Time

    day (POSIXct format)

    +
    ID

    station code

    +
    Station

    station name

    +
    Value

    concentration (in \(\mu g/m^3\))

    +
    ZoneType

    "URB" (urban), "SBR" (suburban) or "RUR" (rural)

    +
    StationType

    always "BKG" (background)

    +
    Lat

    latitude

    +
    Lon

    longitude

    +
    + +

    Source

    + +

    http://www.arpa.fvg.it/

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/obs.pm25.html b/docs/reference/obs.pm25.html new file mode 100644 index 0000000..099c3cf --- /dev/null +++ b/docs/reference/obs.pm25.html @@ -0,0 +1,152 @@ + + + + + + + + +Observed PM2.5 concentrations — obs.pm25 • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    A dataset containing daily concentrations of PM2.5 measured at background sites in the +region of Friuli Venezia Giulia (Italy)

    + + +
    obs.pm25
    + +

    Format

    + +

    A data frame with 1056 rows and 8 variables:

    +
    Time

    day (POSIXct format)

    +
    ID

    station code

    +
    Station

    station name

    +
    Value

    concentration (in \(\mu g/m^3\))

    +
    ZoneType

    "URB" (urban), "SBR" (suburban) or "RUR" (rural)

    +
    StationType

    always "BKG" (background)

    +
    Lat

    latitude

    +
    Lon

    longitude

    +
    + +

    Source

    + +

    http://www.arpa.fvg.it/

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
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    +
    + + + +
    + +
    +
    + + + +

    U_obs_95: Measurements uncertainty + + RMS_U_obs: Root Mean Square Uncertainty + + U_obs_95_year: Measurements uncertainty for yearly averaged values

    + + +
    U_obs_95(obs, pollutant = NULL, U_RV95r = NULL, alpha = NULL, RV = NULL)
    +
    +RMS_U_obs(obs, pollutant = NULL, U_RV95r = NULL, alpha = NULL,
    +  RV = NULL)
    +
    +U_obs_95_year(obs, pollutant = NULL, U_RV95r = NULL, alpha = NULL,
    +  RV = NULL, Np = NULL, Nnp = NULL)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    obs

    numeric vector of observed values (yearly averaged for U_obs_95_year)

    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    U_RV95r

    parameter \(U^{RV}_{95,r}\); optional if pollutant is given, otherwise compulsory

    alpha

    parameter \(\alpha\); optional if pollutant is given, otherwise compulsory

    RV

    parameter \(RV\); optional if pollutant is given, otherwise compulsory

    Np

    parameter \(N_p\); optional if pollutant is given, otherwise compulsory

    Nnp

    parameter \(N_{np}\); optional if pollutant is given, otherwise compulsory

    + +

    Value

    + +

    U_obs_95: measurements uncertainty \(U_{95}\), +as in eq.10, p.20 in Janssen et al., 2017 +$$U_{95}(O_i) = U^{RV}_{95,r} \sqrt{(1-\alpha^2) O^2_i + \alpha^2 \cdot RV^2}$$ + +RMS_U_obs: root mean square uncertainty \(RMS_{U}\), +as in eq.11, p.20 in Janssen et al., 2017 +$$RMS_U = U^{RV}_{95,r} \sqrt{(1-\alpha^2) (\bar{O}^2 + \sigma_O^2) + \alpha^2 \cdot RV^2}$$ + +U_obs_95_year: measurements uncertainty for yearly averaged values \(U_{95}\), +as in eq.12, p.20 in Janssen et al., 2017 +$$U_{95}(\bar{O}) \cong U^{RV}_{95,r} \sqrt{\frac{(1-\alpha^2)}{N_p}\bar{O}^2 + \frac{\alpha^2 \cdot RV^2}{N_{np}}}$$

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +

    Examples

    +
    # concentrations +cc <- 1:400 + +# uncertainties for time series +Uo3 <- U_obs_95(cc, pollutant = "O3") +Upm10 <- U_obs_95(cc, pollutant = "PM10") +Upm25 <- U_obs_95(cc, pollutant = "PM2.5") +Uno2 <- U_obs_95(cc, pollutant = "NO2") +plot(cc, Uo3, type="l", log = "xy", xlab="measured concentration", +ylab="uncertainty", ylim=c(1,100))
    lines(cc,Upm10,lty=2)
    lines(cc,Upm25,lty=3)
    lines(cc,Uno2,lty=4)
    legend("topleft",lty=1:4,legend=c("O3", "PM10", "PM2.5", "NO2"))
    +# uncertainties for yearly averages +Uo3 <- U_obs_95_year(cc, pollutant = "O3") +Upm10 <- U_obs_95_year(cc, pollutant = "PM10") +Upm25 <- U_obs_95_year(cc, pollutant = "PM2.5") +Uno2 <- U_obs_95_year(cc, pollutant = "NO2") +plot(cc, Uo3, type="l", log = "xy", xlab="measured concentration", +ylab="uncertainty", ylim=c(1,100))
    lines(cc,Upm10,lty=2)
    lines(cc,Upm25,lty=3)
    lines(cc,Uno2,lty=4)
    legend("topleft",lty=1:4,legend=c("O3", "PM10", "PM2.5", "NO2"))
    +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
    + + + diff --git a/docs/reference/parameters.html b/docs/reference/parameters.html new file mode 100644 index 0000000..970e1a6 --- /dev/null +++ b/docs/reference/parameters.html @@ -0,0 +1,165 @@ + + + + + + + + +Pollutant-dependent parameters — parameters • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    Parameters used to calculate the measurement uncertainty

    + + +
    params_U(pollutant = c("NO2", "O3", "PM10", "PM2.5"))
    +
    +perc(pollutant = c("NO2", "O3", "PM10", "PM2.5"))
    +
    +threshold(pollutant = c("NO2", "O3", "PM10", "PM2.5"))
    + +

    Arguments

    + + + + + + +
    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    + +

    Value

    + +

    params_U: numeric list of parameters U_RV95r, alpha, RV, Np, + Nnp, as in tab.2, p.21 in Janssen et al., 2017 + +perc: numeric value in [0,1], corresponding to the high percentile selected for the pollutant +(if possible, according to legislation): for hourly NO2 99.8%, for the 8h daily maximum of ozone +92.9%, for daily PM10 and PM2.5 90.4% + +threshold: numeric values (in \(\mu g/m^3\)) of the threshold used to +calculate exceedances, according to legislation: +200 for hourly NO2, 120 for the 8h daily maximum of ozone, 50 for daily PM10, NA otherwise

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
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a/docs/reference/summary_plot.html b/docs/reference/summary_plot.html new file mode 100644 index 0000000..54634de --- /dev/null +++ b/docs/reference/summary_plot.html @@ -0,0 +1,223 @@ + + + + + + + + +summary plot — summary_plot • dartle + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    + +
    +
    + + + +

    summary_report: prepare input + + summary_plot: summary plot

    + + +
    summary_report(data, obs, mod, point, pollutant = c("NO2", "O3", "PM10",
    +  "PM2.5"), beta = 2)
    +
    +summary_plot(s_rep)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    data

    a data frame including observations and model forecasts

    obs

    name of the column with observed data

    mod

    name of the column with forecasts

    point

    name of the column with station ID

    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    beta

    parameter \(\beta\) (default is 2)

    s_rep

    output of summary_report

    + +

    Value

    + +

    summary_report returns a list of 3:

    +
    summary_points

    a data frame with 8 variables for each station

    +
    Point

    station ID

    +
    Obs.ave

    annual mean of observations (paired with forecasts)

    +
    Mod.ave

    annual mean of forecasts (paired with observations)

    +
    mpi_bias

    Model Performance Indicator for the bias (see MPI_bias)

    +
    mpi_corr_time

    Model Performance Indicator for the correlation in time (see MPI_corr_time)

    +
    mpi_sdev_time

    Model Performance Indicator for the standard deviation in time (see MPI_sdev_time)

    +
    mpi_perc

    Model Performance Indicator for high percentile values (see MPI_perc)

    +
    n_valid

    no. of valid data

    +

    +
    summary_overall

    a data frame with 3 overall indicators

    +
    mpi_corr_space

    Model Performance Indicator for the correlation in space (see MPI_corr_space)

    +
    mpi_sdev_space

    Model Performance Indicator for the standard deviation in space (see MPI_sdev_space)

    +
    n_points

    no. of valid stations

    +

    +
    parameters

    a list of 7 parameters

    +
    U_RV95r

    see params_U

    +
    alpha

    see params_U

    +
    RV

    see params_U

    +
    Np

    see params_U

    +
    Nnp

    see params_U

    +
    pollutant

    same as in input, one of "NO2", "O3", "PM10", "PM2.5"

    +
    beta

    same as in input

    +

    +

    summary_plot returns a summary plot (object of class ggplot and gg)

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +

    Examples

    +
    # prepare dataset +require(dplyr) +Mod <- dMean(mod.data %>% filter(Var=="c_PM10"), + value = "Value", time = "Time", point = "Point") +Obs <- obs.pm10 %>% mutate(Day=format(Time,"%Y-%m-%d"), + Point=ID) +Dat <- inner_join(Mod, Obs, by=c("Point", "Day"), suffix = c(".mod", ".obs")) + +# calculate indicators +s_rep <- summary_report(Dat, obs = "Value.obs", mod = "Value.mod", + point = "Point", pollutant = "PM10") + +# plot +summary_plot(s_rep)
    #> NULL
    +
    + +
    + +
    + + +
    +

    Site built with pkgdown.

    +
    + +
    +
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    +
    + + + +
    + +
    +
    + + + +

    target_report: prepare input for target plot + + target_plot: target plot

    + + +
    target_report(data, obs, mod, point, pollutant = c("NO2", "O3", "PM10",
    +  "PM2.5"), beta = 2)
    +
    +target_plot(t_rep)
    + +

    Arguments

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    data

    a data frame including observations and model forecasts

    obs

    name of the column with observed data

    mod

    name of the column with forecasts

    point

    name of the column with station ID

    pollutant

    one of "NO2", "O3", "PM10", "PM2.5"

    beta

    parameter \(\beta\) (default is 2)

    t_rep

    output of target_report

    + +

    Value

    + +

    target_report returns a list of 3:

    +
    quality_points

    a data frame with 9 variables for each station

    +
    Point

    station ID

    +
    Obs.ave

    annual mean of observations (paired with forecasts)

    +
    Mod.ave

    annual mean of forecasts (paired with observations)

    +
    rmsu

    \(RMS_U\) (see RMS_U_obs)

    +
    crmse_norm

    \(CRMSE/(\beta*RMS_U)\)

    +
    r

    R (see R)

    +
    crmse_ratio

    \(abs(NMSD)/sqrt(2*(1-R))\) as in eq.34, p.30 in Janssen et al., 2017

    +
    bias_norm

    \(BIAS/(\beta*RMS_U)\)

    +
    mqi_ts

    Model Quality Indicator \(RMSE/(\beta*RMS_U)\) (see MQI_ts_synth)

    +
    mqi_year

    Model Quality Indicator for yearly averages (see MQI_year)

    +
    n_valid

    no. of valid data

    +

    +
    quality_overall

    a data frame with 3 overall indicators

    +
    mqi_ts_p90

    90th percentile of mqi_ts

    +
    mqi_year_p90

    90th percentile of mqi_year

    +
    n_points

    no. of valid stations

    +

    +
    parameters

    a list of 7 parameters

    +
    U_RV95r

    see params_U

    +
    alpha

    see params_U

    +
    RV

    see params_U

    +
    Np

    see params_U

    +
    Nnp

    see params_U

    +
    pollutant

    same as in input, one of "NO2", "O3", "PM10", "PM2.5"

    +
    beta

    same as in input

    +

    +

    target_plot returns a target plot (object of class ggplot and gg)

    + +

    References

    + +

    Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

    + + +

    Examples

    +
    # prepare dataset +require(dplyr) +Mod <- dMean(mod.data %>% filter(Var=="c_PM10"), + value = "Value", time = "Time", point = "Point") +Obs <- obs.pm10 %>% mutate(Day=format(Time,"%Y-%m-%d"), + Point=ID) +Dat <- inner_join(Mod, Obs, by=c("Point", "Day"), suffix = c(".mod", ".obs")) + +# calculate indicators +t_rep <- target_report(Dat, obs = "Value.obs", mod = "Value.mod", + point = "Point", pollutant = "PM10") + +# plot +target_plot(t_rep)
    #> Scale for 'x' is already present. Adding another scale for 'x', which will +#> replace the existing scale.
    #> Warning: NaNs produced
    #> Warning: NaNs produced
    #> Warning: NaNs produced
    #> Warning: NaNs produced
    #> Warning: Removed 1500 rows containing missing values (geom_path).
    #> Warning: Removed 1500 rows containing missing values (geom_path).
    +
    + +
    + +
    + + +
    +

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    All vignettes

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