From 87f79de9bca357f367a8a7122ae215aac3654b76 Mon Sep 17 00:00:00 2001 From: MGousseff Date: Wed, 18 Oct 2023 16:23:57 +0200 Subject: [PATCH 1/8] Examples corrected in inportLCZraster Typos corrected in paper.md Several references added to paper.md --- R/importLCZraster.R | 5 ++-- docs/articles/joss/paper.bib | 33 ++++++++++++++++++++++ docs/articles/joss/paper.md | 53 ++++++++++++++++++++---------------- 3 files changed, 65 insertions(+), 26 deletions(-) diff --git a/R/importLCZraster.R b/R/importLCZraster.R index 3ff74f4..42f39ca 100644 --- a/R/importLCZraster.R +++ b/R/importLCZraster.R @@ -24,7 +24,7 @@ #' #' redonWudapt<-importLCZraster(system.file("extdata", package = "lczexplore"), #' fileName="redonWudapt.tif",bBox=redonBbox) -#' +#' showLCZ(redonWudapt, column="EU_LCZ_map") #' # the following example can only be executed when user has downloaded #' # CONUS-wide LCZ map and Training Areas on WUDAPT website #' # sanDiegobBoxCoord<-st_sf(a=1:2, geom=st_sfc( @@ -35,8 +35,7 @@ #' #sanDiegoWudapt<-importLCZraster( #' #dirPath="path_of_the_tiff", #' #fileName="CONUS_LCZ_map_NLCD_v1.0_epsg4326.tif", -#' #column="CONUS_LCZ_map_NLCD_v1.0_epsg4326" -#' # ,bBox=sanDiegoBbox) +#' #,bBox=sanDiegoBbox) #' #showLCZ(sanDiegoWudapt,column="CONUS_LCZ_map_NLCD_v1.0_epsg4326") importLCZraster<-function(dirPath,zone="europe",bBox,fileName="EU_LCZ_map.tif", column='EU_LCZ_map', typeLevels=c("1"="1","2"="2","3"="3","4"="4","5"="5","6"="6","7"="7","8"="8", diff --git a/docs/articles/joss/paper.bib b/docs/articles/joss/paper.bib index a8f08a7..31c7884 100644 --- a/docs/articles/joss/paper.bib +++ b/docs/articles/joss/paper.bib @@ -235,4 +235,37 @@ @article{RJ-2018-009 pages = {439--446}, volume = {10}, number = {1} +} + + +@article{demuzere2019mapping, + title={Mapping Europe into local climate zones}, + author={Demuzere, Matthias and Bechtel, Benjamin and Middel, Ariane and Mills, Gerald}, + journal={PloS one}, + volume={14}, + number={4}, + pages={e0214474}, + year={2019}, + publisher={Public Library of Science San Francisco, CA USA} +} + +@article{demuzere2022global, + title={A global map of Local Climate Zones to support earth system modelling and urban scale environmental science}, + author={Demuzere, Matthias and Kittner, Jonas and Martilli, Alberto and Mills, Gerald and Moede, Christian and Stewart, Iain D and van Vliet, Jasper and Bechtel, Benjamin}, + journal={Earth System Science Data Discussions}, + volume={2022}, + pages={1--57}, + year={2022}, + publisher={G{\"o}ttingen, Germany} +} + +@article{demuzere2020combining, + title={Combining expert and crowd-sourced training data to map urban form and functions for the continental US}, + author={Demuzere, Matthias and Hankey, Steve and Mills, Gerald and Zhang, Wenwen and Lu, Tianjun and Bechtel, Benjamin}, + journal={Scientific data}, + volume={7}, + number={1}, + pages={264}, + year={2020}, + publisher={Nature Publishing Group UK London} } \ No newline at end of file diff --git a/docs/articles/joss/paper.md b/docs/articles/joss/paper.md index a994b7d..a869e9b 100644 --- a/docs/articles/joss/paper.md +++ b/docs/articles/joss/paper.md @@ -45,9 +45,11 @@ editor_options: # Summary -Climate change is a growing concern for city planners as Urban Heat Islands have an impact on mortality [@clarke1972some], -health in general [@lowe2016energy] and consumption of energy for building cooling [@malys2012microclimate] among other effects. -A first step towards large scale study of urban climate is to define classes based on logical division of the landscape, +Climate change is a growing concern for city planners as Urban Heat Islands have an impact on +mortality [@clarke1972some], health in general [@lowe2016energy] and consumption of energy +for building cooling [@malys2012microclimate] among other effects. +A first step towards large scale study of urban climate is to define classes +based on logical division of the landscape, such as Local Climate Zones (LCZ) defined by [@stewart2012local]. The lczexplore package aims at comparing different LCZ classifications, @@ -61,7 +63,7 @@ This software is available as a free and opensource R package. # Statement of need ## Comparing maps -As stated in [@visser2006map] comparing map is an important issue in environmental research. +As stated in [@visser2006map] comparing maps is an important issue in environmental research. The four main reasons to compare categorical variables on geographical units are: - to assess the differences between maps generated by models under different scenarios and assumptions, - to detect temporal changes, @@ -84,8 +86,10 @@ apprehend the intensity of the Urban Heat Island [@kotharkar2018evaluating]. Several methods aim to classify a territory into LCZ, but only few workflows allow an automatic classification for any given area. [@quan2021systematic] distinguishes two main streams of production of these LCZ: - the raster stream processes remotely sensed information, and applies machine learning -algorithms trained using local experts' knowledge. For instance, the WUDAPT platform produced -LCZ maps of Europe and North-America this way [@chingWUDAPTUrbanWeather2018a]. +algorithms trained using local experts' knowledge. In this way, the WUDAPT community [@chingWUDAPTUrbanWeather2018a] +produced thousands of city-based LCZ maps (accessible via the LCZ Generator ([@demuzereLCZGeneratorWeb2021])) +but also large-scale maps for Europe, the continental United States and the whole world ([@demuzere2019mapping], +[@demuzere2020combining], [@demuzere2022global]). - the vector stream uses Geographic Information System (GIS) layers that represent the main topographic features, defines spatial units, computes urban canopy parameters and uses them to classify spatial units into LCZ. For instance, the GeoClimate geospatial toolbox produces LCZ classifications @@ -109,7 +113,7 @@ The question of going beyond the simple visual observation of differences betwee A first approach would be, on raster maps, to simply compute the agreement between two maps as the proportion of pixels for which the two maps have the same value of the variable of interest. This approach is often sufficient to help specialists compare pairs of -maps, but it has two main drawbacks +maps, but it has two main drawbacks: - two totally random maps won't have a value of agreement of zero, as some pixel values may agree by chance, - only raster maps where pixels match perfectly (same size, not translated) can be treated, or @@ -117,22 +121,24 @@ some pre-treatment are needed (like nearest neighbour interpolation for instance To prevent the first drawback, [@monserudComparingGlobalVegetation1992] proposed the use of Cohen's kappa coefficient of agreement for nominal scales [@cohenCoefficientAgreementNominal1960]. -Each pixel is seen as an individual to which each map assigns a value of a categorical variable -(each map is seen as a "rater"). +Cohen's Kappa allow to assess how two raters agree or differ in the task of rating individual. +In our case, each pixel is seen as an individual, each map is seen as a rater and the value of the raster at each pixel +is seen as the rate. The comprehensive Map Comparison kit, which was released in 2001 by the -Netherlands Environmental Assessment Agency [@visser2006map], is an example of tool -that allows multiple methods to compare raster maps. It includes a fuzzy algorithm which allows to tackle small +Netherlands Environmental Assessment Agency [@visser2006map], is an example of a tool +that provides multiple methods to compare raster maps. It includes a fuzzy algorithm which allows to tackle small shifts of one map from another. It only works on raster maps, only on Windows OS and doesn't allow automation for several pairs of maps. -To tackle the second drawback, one can rasterize vector files, for instance by applying a raster grid -to a vector layer and assign, for instance, the value whose area is the most present in the pixel. +To tackle the second drawback, one can rasterize vector files, for instance by applying a regular grid +to a vector layer and assign to each pixel the value of the vector geometry most present in the pixel +(in terms of area of the intersection). This can produce severe effect of smoothing one may want to prevent. Other approaches also rely on comparing the distribution of some variables of interest. For instance [@hammerbergImplicationsEmployingDetailed2018], rather than comparing the maps, -compares some model output variables using the data of the map. +compare some model output variables using the data of the map. ## State of the field on Local Climate Zone maps comparison. @@ -146,10 +152,11 @@ value to the LCZ type and check if filtering pixels (for raster data) or geometr accordingly to a confidence threshold has an impact on the way maps agree or disagree. A comparison of a raster stream result and a GIS vector stream approach was proposed by [@muhammad2022inference]. -This comparison relies on rasterising vector data. It uses several tools: QGIS, python scripts and SAGA GIS. As far as we know, -the scripts and the automation of the method are not publicly available. +This comparison relies on rasterising vector data. It uses several tools: QGIS, python scripts and SAGA GIS. +As far as we know, the scripts and the automation of the method are not publicly available. -The need for automation of vector comparison, and specific features (like standard colors or legends +The need for automation of map comparison (both raster and vector), +and specific features (like standard colors or legends for LCZs and sensitivity analaysis) justified the development of `lczexplore`. ## Features @@ -166,13 +173,13 @@ by the dedicated import function) Figure 1 describes the general workflow of the package. Main functions are presented in plain lines, the dashed boxes and arrows represent optional steps. -These functions are presented in detail in the next section, and they allow the following steps of exploration. +These functions are presented in detail in the next section, and they allow the following steps of exploration: 1. The LCZ classifications (or any other qualitative variables) are imported from a file (geojson or shapefile format) 2. Each LCZ classification can then be visualized 3. Some LCZ levels may be grouped in broader categories -4. A pair of LCZ classifications (or qualitative variable maps) can then be compared : +4. A pair of LCZ classifications (or qualitative variable maps) can then be compared: - a map of agreement/disagreement is produced, - the general agreement and a pseudo-kappa indicator of agreement are computed, - the summed surface of each LCZ type is computed for each classification, @@ -217,7 +224,7 @@ if the two classifications disagree on a type almost absent of the area). The output of these functions are shown in the minimal example section. -With the `standard` representation, comparing LCZ is made easy by a default setting of legends and colors. +With the `standard` representation, comparing LCZ maps is made easy by a default setting of legends and colors. The `alter` representation allows the user to deal with regrouped LCZ categories or any type of qualitative variables. Levels can either be specified by the user or deduced from the data, colors can either be defined by the user or chosen from a random palette. @@ -254,7 +261,7 @@ The Geoclimate algorithm adds a uniqueness value to the LCZ type it assigns to a It measures if another LCZ levels could have been assigned to this unit. Thus, it can be seen as a confidence value of the LCZ type. The `lczexplore ` package allows a sensitivity analysis according to this level of confidence, -in order to answer the question : +in order to answer the question: **does keeping only geometries with a higher confidence value make the degree of agreement between two classifications higher?** @@ -266,8 +273,8 @@ The agreement between classifications for the geometries with a confidence level and their numbers, are plotted in blue. The agreement and the numbers of geometries under the threshold are plotted in magenta. On this example, -one can see that ditching geometries that have a confidence level lower than 0.5 leads to an increase of the agreement -up to more than 90%. The curve then tends to flatten, and the number of kept geometries decreases a lot (from 602 to 122). +one can see that ditching geometries that have a confidence level lower than 0.5 increases the agreement +to more than 90%. The curve then tends to flatten, and the number of kept geometries decreases a lot (from 602 to 122). One also needs to notice that on this example, most geometries didn't have a confidence value (7476 with a general agreement of 59.21%) From 84e24b601a784977ec319d097a61fcf40447341b Mon Sep 17 00:00:00 2001 From: MGousseff Date: Mon, 27 Nov 2023 17:06:46 +0100 Subject: [PATCH 2/8] Make_valid added to LCZareas.R --- R/LCZareas.R | 12 +++++++++++- R/importLCZvect.R | 9 ++++++--- vignettes/ComparisonGroupedR.png | Bin 90435 -> 0 bytes 3 files changed, 17 insertions(+), 4 deletions(-) delete mode 100644 vignettes/ComparisonGroupedR.png diff --git a/R/LCZareas.R b/R/LCZareas.R index b3f1c62..fa8b925 100644 --- a/R/LCZareas.R +++ b/R/LCZareas.R @@ -12,8 +12,18 @@ #' #LCZareas is not to be used directly by user. LCZareas<-function(sf,column,LCZlevels){ # Creation of a colum with geometry area - sf<-sf %>% mutate(area=st_area(geometry)) %>% drop_units + + sf<-tryCatch({ + mutate(sf,area=st_area(geometry)) %>% drop_units + }, + error=function(e){ + message("Some geometries don't seem valid, the function will try to make them valid, it may take a bit longer.") + sf %>% st_make_valid %>% mutate(area=st_area(geometry)) %>% drop_units + } + ) + + # area by LCZ LCZ areaLCZ<-sf %>% st_drop_geometry %>% group_by_at(.vars=column) %>% summarize(area=sum(area,na.rm=T))%>% diff --git a/R/importLCZvect.R b/R/importLCZvect.R index 6d2b443..97b2f66 100644 --- a/R/importLCZvect.R +++ b/R/importLCZvect.R @@ -18,6 +18,7 @@ #' dropped excepted those specified in previous parameters #' @import dplyr forcats rlang sf #' @importFrom terra crop +#' @importFrom tidyr drop_na #' @importFrom terra rast #' @return returns an sf object containing at least the geoms and the LCZ values, #' and if specified, columns for the IDs of the geoms and the confidence value of the LCZ levels. @@ -52,12 +53,13 @@ importLCZvect<-function(dirPath, file="rsu_lcz.geojson", output="sfFile", column are you sure you meant ", paste(badCol)," ?") if (prod(inCol)==0){ stop(colErr) } else { - if (drop== TRUE) {sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,colonnes] } else {sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,]} + if (drop== TRUE) {sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,colonnes] } else { + sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,]} } # if typeLevels is empty if (length(typeLevels)==1){ - typeLevels<-unique(subset(sfFile,select=column,drop=TRUE)) + typeLevels<-unique(subset(sfFile,select=all_of(column),drop=TRUE)) names(typeLevels)<-typeLevels } @@ -102,7 +104,8 @@ if (column!=""){ if(output=="sfFile"){return(sfFile)} else { if(output=="bBox"){ - bBox<-st_bbox(sfFile,crs=st_crs(sfFile)) %>% st_as_sfc + bBox<-st_bbox(sfFile,crs=st_crs(sfFile)) %>% st_as_sfc %>% st_make_valid(geos_keep_collapsed = FALSE) + return(bBox) } else { stop("Output must be sfFile to return geoms and LCZ or bBox to return the bounding box")} diff --git a/vignettes/ComparisonGroupedR.png b/vignettes/ComparisonGroupedR.png deleted file mode 100644 index 148f553473f3007f58a06d9efe4298c07072f409..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 90435 zcmb@uWn7fe*ETw+bV^DyAP9(nbP3FWpooMZ(in70NJt4oDxs8=l!PE5-3TfzjexXt zNTVS2uF?PdoacFe=X^Qm%%>4&=DzpdE3S2|Yu%w5YRaTU3`7V7g7oGM#XAVZxncz3 zEQa6={6&`BqyT|nL)=tEX}c${O?Vh;@14kP_9W0h2}+^3uIb##*J;Ra%@bW^z8-cf zWA4t%&+I7^vx*C`al=XP^o%&WRBLs@9`II?dKOh@RE&JRNJp~6{@j+GpzGlH@wQ81 zxL)_K1dnU1vR)q@7rHEhX6hEaWm9_&1o=8C;rj5}lx4_b{Pz~oA&(;X`*u1@g93Yh z2!uNiHRkUdgfS5=^6xvpc=Z1dAM4m5M%NoRTJ*4d`1NFOmhi%#i-#MHtYWshwzjs4il09|JG-;JT{U)K;XTtF z=;w#%`+g-n)%V2XXn)J@ds%2$7=z&bkH3D79k5PRJ$}@kEV;F{m7bm+8XCGfT(oHK zU~6l7A^TBlgn4bv@5!h1LGSYOOLrXi32@}4djtq*${v0R8#eLv?ug;(zoyvebG*I1 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Taken from descTools, +#' who based it on Kappa from library(vcd) +#' author: David Meyer +#' see also: kappa in library(psych) +#' Integrated here to reduce dependecy to descTools as it is the only function from DescTools we used +#' Computes the agreement rates Cohen's kappa and weighted kappa and their confidence intervals. +#' +#' @param x can either be a numeric vector or a confusion matrix. +#' In the latter case x must be a square matrix, in lczexplore, +#' will take the matrix of agreement weighted by area for all intersected geometries +#' @param y not used here, but allows to compute cross table of x and y as an entry +#' @param weights either one out of \code{"Unweighted"} (default), \code{"Equal-Spacing"}, +#' \code{"Fleiss-Cohen"}, which will calculate the weights accordingly, +#' or a user-specified matrix having the same dimensions as x containing the weights for each cell. +#' @param conf.level confidence level of the interval. +#' If set to \code{NA} (which is the default) no confidence intervals will be calculated. +#' @param \dots further arguments are passed to the function \code{\link{table}}, +#' allowing i.e. to set \code{useNA}. This refers only to the vector interface. +#' @importFrom stats qnorm +#' @details Cohen's kappa is the diagonal sum of the (possibly weighted) relative frequencies, corrected for expected values and standardized by its maximum value. \cr +#' The equal-spacing weights (see Cicchetti and Allison 1971) are defined by \deqn{1 - \frac{|i - j|}{r - 1}} +#' \code{r} being the number of columns/rows, and the Fleiss-Cohen weights by \deqn{1 - \frac{(i - j)^2}{(r - 1)^2}} +#' The latter attaches greater importance to closer disagreements +#' @references Cohen, J. (1960) A coefficient of agreement for nominal scales. \emph{Educational and Psychological Measurement}, 20, 37-46. +#' Everitt, B.S. (1968), Moments of statistics kappa and weighted kappa. \emph{The British Journal of Mathematical and Statistical Psychology}, 21, 97-103. +#' Fleiss, J.L., Cohen, J., and Everitt, B.S. (1969), Large sample standard errors of kappa and weighted kappa. \emph{Psychological Bulletin}, 72, 332-327. +#' Cicchetti, D.V., Allison, T. (1971) A New Procedure for Assessing Reliability +#' of Scoring EEG Sleep Recordings \emph{American Journal of EEG Technology}, 11, 101-109. +#' @author David Meyer , some changes and tweaks Andri Signorell and +#' integrated for areas by Matthieu Gousseff +#' @return the value of this pseudoKappa +#' @export +#' +#' @examples +#' # from Bortz et. al (1990) Verteilungsfreie Methoden in der Biostatistik, Springer, pp. 459 +#' m <- matrix(c(53, 5, 2, +#' 11, 14, 5, +#' 1, 6, 3), nrow=3, byrow=TRUE, +#' dimnames = list(rater1 = c("V","N","P"), rater2 = c("V","N","P")) ) +#' # confusion matrix interface +#' CohenKappa(m, weight="Unweighted") +CohenKappa <- function (x, y = NULL, + weights = c("Unweighted", "Equal-Spacing", "Fleiss-Cohen"), + conf.level = NA, ...) { + + if (is.character(weights)) + weights <- match.arg(weights) + + if (!is.null(y)) { + # we can not ensure a reliable weighted kappa for 2 factors with different levels + # so refuse trying it... (unweighted is no problem) + + if (!identical(weights, "Unweighted")) + stop("Vector interface for weighted Kappa is not supported. Provide confusion matrix.") + + # x and y must have the same levels in order to build a symmetric confusion matrix + x <- factor(x) + y <- factor(y) + lvl <- unique(c(levels(x), levels(y))) + x <- factor(x, levels = lvl) + y <- factor(y, levels = lvl) + x <- table(x, y, ...) + + } else { + d <- dim(x) + if (d[1L] != d[2L]) + stop("x must be square matrix if provided as confusion matrix") + } + + d <- diag(x) + n <- sum(x) + nc <- ncol(x) + colFreqs <- colSums(x)/n + rowFreqs <- rowSums(x)/n + + kappa <- function(po, pc) { + (po - pc)/(1 - pc) + } + + std <- function(p, pc, k, W = diag(1, ncol = nc, nrow = nc)) { + sqrt((sum(p * sweep(sweep(W, 1, W %*% colSums(p) * (1 - k)), + 2, W %*% rowSums(p) * (1 - k))^2) - + (k - pc * (1 - k))^2) / crossprod(1 - pc)/n) + } + + if(identical(weights, "Unweighted")) { + po <- sum(d)/n + pc <- as.vector(crossprod(colFreqs, rowFreqs)) + k <- kappa(po, pc) + s <- as.vector(std(x/n, pc, k)) + + } else { + + # some kind of weights defined + W <- if (is.matrix(weights)) + weights + else if (weights == "Equal-Spacing") + 1 - abs(outer(1:nc, 1:nc, "-"))/(nc - 1) + else # weights == "Fleiss-Cohen" + 1 - (abs(outer(1:nc, 1:nc, "-"))/(nc - 1))^2 + + po <- sum(W * x)/n + pc <- sum(W * colFreqs %o% rowFreqs) + k <- kappa(po, pc) + s <- as.vector(std(x/n, pc, k, W)) + } + + if (is.na(conf.level)) { + res <- k + } else { + ci <- k + c(1, -1) * qnorm((1 - conf.level)/2) * s + res <- c(kappa = k, lwr.ci = ci[1], upr.ci = ci[2]) + } + + return(res) + +} + + + +# KappaTest <- function(x, weights = c("Equal-Spacing", "Fleiss-Cohen"), conf.level = NA) { +# to do, idea is to implement a Kappa test for H0: kappa = 0 as in +# http://support.sas.com/documentation/cdl/en/statugfreq/63124/PDF/default/statugfreq.pdf, pp. 1687 +# print( "still to do...." ) + +# } diff --git a/R/compareLCZ.R b/R/compareLCZ.R index 5b6614e..4c49bb3 100644 --- a/R/compareLCZ.R +++ b/R/compareLCZ.R @@ -386,8 +386,9 @@ matConfLarge<-as.matrix(matConfLarge) # Add pseudo Kappa Statistic to output to PseudoWeightedCross<-matConfLarge*100 -pseudoK<-DescTools::CohenKappa(x=PseudoWeightedCross) -matConfOut$pseudoK<-pseudoK +# pseudoK<-DescTools::CohenKappa(x=PseudoWeightedCross) + pseudoK<-CohenKappa(x=PseudoWeightedCross) + matConfOut$pseudoK<-pseudoK areas<-matConfOut$areas percAgg<-matConfOut$percAgg diff --git a/man/importLCZraster.Rd b/man/importLCZraster.Rd index babf1c3..e96e5fb 100644 --- a/man/importLCZraster.Rd +++ b/man/importLCZraster.Rd @@ -58,9 +58,9 @@ redonBbox<-importLCZvect(dirPath=paste0(system.file("extdata", package = "lczexp redonWudapt<-importLCZraster(system.file("extdata", package = "lczexplore"), fileName="redonWudapt.tif",bBox=redonBbox) -# another way to get the bounding box when one explores a given city would be the use of the +# Another way to get the bounding box when one explores a given city would be the use of the # getbb() function from the osmdata package. -# This exaample requires the osmdata package and therefore is not executed here +# This example requires the osmdata package and therefore is not executed here # redonBbox<-osmdata::getbb("Redon") # redonWudapt<-importLCZraster(system.file("extdata", package = "lczexplore"), # fileName="redonWudapt.tif",bBox=redonBbox) From 8243d175c620c278eb28e38634cdb281c279a7b7 Mon Sep 17 00:00:00 2001 From: MGousseff Date: Mon, 25 Mar 2024 12:08:40 +0100 Subject: [PATCH 4/8] integrate descTools Cohen's Kappa directly in package add suggest mardown as it is not a hard dep of knitr anymore --- DESCRIPTION | 3 +- NAMESPACE | 4 +- R/CohenKappa.R | 126 ++++++++++++++++++++++++++++++++ R/compareLCZ.R | 6 +- inst/tinytest/test_compareLCZ.R | 8 +- inst/tinytest/test_showLCZ.R | 4 +- man/CohenKappa.Rd | 73 ++++++++++++++++++ man/importLCZraster.Rd | 4 +- submissionJourneesR.rmd | 22 ++++++ 9 files changed, 239 insertions(+), 11 deletions(-) create mode 100644 R/CohenKappa.R create mode 100644 man/CohenKappa.Rd create mode 100644 submissionJourneesR.rmd diff --git a/DESCRIPTION b/DESCRIPTION index 548a6cd..0b70242 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -29,7 +29,8 @@ Suggests: knitr, rmarkdown, testthat (>= 3.0.0), - png + png, + markdown Config/testthat/edition: 3 VignetteBuilder: knitr LazyData: true diff --git a/NAMESPACE b/NAMESPACE index ba26ad4..a3ccf73 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,5 +1,6 @@ # Generated by roxygen2: do not edit by hand +export(CohenKappa) export(LCZareas) export(areColors) export(compareLCZ) @@ -28,7 +29,6 @@ import(sf) import(tidyr) import(units) import(utils) -importFrom(DescTools,CohenKappa) importFrom(forcats,fct_recode) importFrom(ggplot2,aes) importFrom(ggplot2,geom_sf) @@ -36,7 +36,9 @@ importFrom(ggplot2,ggtitle) importFrom(ggplot2,guides) importFrom(grDevices,palette.colors) importFrom(magrittr,"%>%") +importFrom(stats,qnorm) importFrom(stats,quantile) importFrom(terra,as.polygons) importFrom(terra,crop) importFrom(terra,rast) +importFrom(tidyr,drop_na) diff --git a/R/CohenKappa.R b/R/CohenKappa.R new file mode 100644 index 0000000..601eb45 --- /dev/null +++ b/R/CohenKappa.R @@ -0,0 +1,126 @@ +#' Compute Cohen's Kappa Coefficient. Taken from descTools, +#' who based it on Kappa from library(vcd) +#' author: David Meyer +#' see also: kappa in library(psych) +#' Integrated here to reduce dependecy to descTools as it is the only function from DescTools we used +#' Computes the agreement rates Cohen's kappa and weighted kappa and their confidence intervals. +#' +#' @param x can either be a numeric vector or a confusion matrix. +#' In the latter case x must be a square matrix, in lczexplore, +#' will take the matrix of agreement weighted by area for all intersected geometries +#' @param y not used here, but allows to compute cross table of x and y as an entry +#' @param weights either one out of \code{"Unweighted"} (default), \code{"Equal-Spacing"}, +#' \code{"Fleiss-Cohen"}, which will calculate the weights accordingly, +#' or a user-specified matrix having the same dimensions as x containing the weights for each cell. +#' @param conf.level confidence level of the interval. +#' If set to \code{NA} (which is the default) no confidence intervals will be calculated. +#' @param \dots further arguments are passed to the function \code{\link{table}}, +#' allowing i.e. to set \code{useNA}. This refers only to the vector interface. +#' @importFrom stats qnorm +#' @details Cohen's kappa is the diagonal sum of the (possibly weighted) relative frequencies, corrected for expected values and standardized by its maximum value. \cr +#' The equal-spacing weights (see Cicchetti and Allison 1971) are defined by \deqn{1 - \frac{|i - j|}{r - 1}} +#' \code{r} being the number of columns/rows, and the Fleiss-Cohen weights by \deqn{1 - \frac{(i - j)^2}{(r - 1)^2}} +#' The latter attaches greater importance to closer disagreements +#' @references Cohen, J. (1960) A coefficient of agreement for nominal scales. \emph{Educational and Psychological Measurement}, 20, 37-46. +#' Everitt, B.S. (1968), Moments of statistics kappa and weighted kappa. \emph{The British Journal of Mathematical and Statistical Psychology}, 21, 97-103. +#' Fleiss, J.L., Cohen, J., and Everitt, B.S. (1969), Large sample standard errors of kappa and weighted kappa. \emph{Psychological Bulletin}, 72, 332-327. +#' Cicchetti, D.V., Allison, T. (1971) A New Procedure for Assessing Reliability +#' of Scoring EEG Sleep Recordings \emph{American Journal of EEG Technology}, 11, 101-109. +#' @author David Meyer , some changes and tweaks Andri Signorell and +#' integrated for areas by Matthieu Gousseff +#' @return the value of this pseudoKappa +#' @export +#' +#' @examples +#' # from Bortz et. al (1990) Verteilungsfreie Methoden in der Biostatistik, Springer, pp. 459 +#' m <- matrix(c(53, 5, 2, +#' 11, 14, 5, +#' 1, 6, 3), nrow=3, byrow=TRUE, +#' dimnames = list(rater1 = c("V","N","P"), rater2 = c("V","N","P")) ) +#' # confusion matrix interface +#' CohenKappa(m, weight="Unweighted") +CohenKappa <- function (x, y = NULL, + weights = c("Unweighted", "Equal-Spacing", "Fleiss-Cohen"), + conf.level = NA, ...) { + + if (is.character(weights)) + weights <- match.arg(weights) + + if (!is.null(y)) { + # we can not ensure a reliable weighted kappa for 2 factors with different levels + # so refuse trying it... (unweighted is no problem) + + if (!identical(weights, "Unweighted")) + stop("Vector interface for weighted Kappa is not supported. Provide confusion matrix.") + + # x and y must have the same levels in order to build a symmetric confusion matrix + x <- factor(x) + y <- factor(y) + lvl <- unique(c(levels(x), levels(y))) + x <- factor(x, levels = lvl) + y <- factor(y, levels = lvl) + x <- table(x, y, ...) + + } else { + d <- dim(x) + if (d[1L] != d[2L]) + stop("x must be square matrix if provided as confusion matrix") + } + + d <- diag(x) + n <- sum(x) + nc <- ncol(x) + colFreqs <- colSums(x)/n + rowFreqs <- rowSums(x)/n + + kappa <- function(po, pc) { + (po - pc)/(1 - pc) + } + + std <- function(p, pc, k, W = diag(1, ncol = nc, nrow = nc)) { + sqrt((sum(p * sweep(sweep(W, 1, W %*% colSums(p) * (1 - k)), + 2, W %*% rowSums(p) * (1 - k))^2) - + (k - pc * (1 - k))^2) / crossprod(1 - pc)/n) + } + + if(identical(weights, "Unweighted")) { + po <- sum(d)/n + pc <- as.vector(crossprod(colFreqs, rowFreqs)) + k <- kappa(po, pc) + s <- as.vector(std(x/n, pc, k)) + + } else { + + # some kind of weights defined + W <- if (is.matrix(weights)) + weights + else if (weights == "Equal-Spacing") + 1 - abs(outer(1:nc, 1:nc, "-"))/(nc - 1) + else # weights == "Fleiss-Cohen" + 1 - (abs(outer(1:nc, 1:nc, "-"))/(nc - 1))^2 + + po <- sum(W * x)/n + pc <- sum(W * colFreqs %o% rowFreqs) + k <- kappa(po, pc) + s <- as.vector(std(x/n, pc, k, W)) + } + + if (is.na(conf.level)) { + res <- k + } else { + ci <- k + c(1, -1) * qnorm((1 - conf.level)/2) * s + res <- c(kappa = k, lwr.ci = ci[1], upr.ci = ci[2]) + } + + return(res) + +} + + + +# KappaTest <- function(x, weights = c("Equal-Spacing", "Fleiss-Cohen"), conf.level = NA) { +# to do, idea is to implement a Kappa test for H0: kappa = 0 as in +# http://support.sas.com/documentation/cdl/en/statugfreq/63124/PDF/default/statugfreq.pdf, pp. 1687 +# print( "still to do...." ) + +# } diff --git a/R/compareLCZ.R b/R/compareLCZ.R index 5b6614e..ae56b13 100644 --- a/R/compareLCZ.R +++ b/R/compareLCZ.R @@ -37,7 +37,6 @@ #' The expected arguments are the name of each level of the variables contained #' in column1 and column2, and also a vector called colors. #' @importFrom ggplot2 geom_sf guides ggtitle aes -#' @importFrom DescTools CohenKappa #' @import sf dplyr cowplot forcats units tidyr RColorBrewer utils grDevices rlang #' @return returns graphics of comparison and an object called matConfOut which contains : #' matConfLong, a confusion matrix in a longer form, @@ -386,8 +385,9 @@ matConfLarge<-as.matrix(matConfLarge) # Add pseudo Kappa Statistic to output to PseudoWeightedCross<-matConfLarge*100 -pseudoK<-DescTools::CohenKappa(x=PseudoWeightedCross) -matConfOut$pseudoK<-pseudoK +# pseudoK<-DescTools::CohenKappa(x=PseudoWeightedCross) + pseudoK<-CohenKappa(x=PseudoWeightedCross) + matConfOut$pseudoK<-pseudoK areas<-matConfOut$areas percAgg<-matConfOut$percAgg diff --git a/inst/tinytest/test_compareLCZ.R b/inst/tinytest/test_compareLCZ.R index f5afca3..0bc4de1 100644 --- a/inst/tinytest/test_compareLCZ.R +++ b/inst/tinytest/test_compareLCZ.R @@ -27,7 +27,13 @@ expect_message(compareRedonBDTOSM<- "\\(redonOSM\\)") file.remove("bdtopo_2_2_osm.csv") - +compareLCZ(sf1=redonBDT, column1="LCZ_PRIMARY", geomID1 = "ID_RSU", confid1="LCZ_UNIQUENESS_VALUE", wf1="bdtopo_2_2", + sf2=redonOSM, column2="LCZ_PRIMARY", geomID2 = "ID_RSU", confid2="LCZ_UNIQUENESS_VALUE", wf2="osm", + repr="alter", ref=2, saveG="", exwrite=FALSE, location="Redon", plot=TRUE, urban=c("1","2","3","4","5","6","7","8","9"), + tryGroup=TRUE, industry="10", + vegetation=c("101","102","103","104"), + impervious="105",pervious="106",water="107", + colors=c("orange","black","darkGreen","grey","burlywood","blue")) expect_message(compareRedonBDTsquare<- compareLCZ(sf1=redonBDT, column1="LCZ_PRIMARY", geomID1 = "ID_RSU", confid1="LCZ_UNIQUENESS_VALUE", wf1="bdtopo_2_2", diff --git a/inst/tinytest/test_showLCZ.R b/inst/tinytest/test_showLCZ.R index 0a6f4b2..9c819e2 100644 --- a/inst/tinytest/test_showLCZ.R +++ b/inst/tinytest/test_showLCZ.R @@ -12,9 +12,7 @@ expect_silent(showLCZ(redonBDT, drop=TRUE)) testCol <- palette.colors(n=17, palette="Polychrome 36") -# showLCZ(redonBDT, title="Zones climatiques locales à Redon",repr="alter", -# useStandCol=FALSE, -# colors = testCol ) +# showLCZ(redonBDT, title="Zones climatiques locales à Redon",repr="standard") # showLCZ(sf=redonOSM, wf="OSM", column="LCZ_PRIMARY", title="test", repr="alter", colors=testCol, useStandCol=FALSE) # # diff --git a/man/CohenKappa.Rd b/man/CohenKappa.Rd new file mode 100644 index 0000000..e5d2031 --- /dev/null +++ b/man/CohenKappa.Rd @@ -0,0 +1,73 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/CohenKappa.R +\name{CohenKappa} +\alias{CohenKappa} +\title{Compute Cohen's Kappa Coefficient. Taken from descTools, +who based it on Kappa from library(vcd) +author: David Meyer +see also: kappa in library(psych) +Integrated here to reduce dependecy to descTools as it is the only function from DescTools we used +Computes the agreement rates Cohen's kappa and weighted kappa and their confidence intervals.} +\usage{ +CohenKappa( + x, + y = NULL, + weights = c("Unweighted", "Equal-Spacing", "Fleiss-Cohen"), + conf.level = NA, + ... +) +} +\arguments{ +\item{x}{can either be a numeric vector or a confusion matrix. +In the latter case x must be a square matrix, in lczexplore, +will take the matrix of agreement weighted by area for all intersected geometries} + +\item{y}{not used here, but allows to compute cross table of x and y as an entry} + +\item{weights}{either one out of \code{"Unweighted"} (default), \code{"Equal-Spacing"}, +\code{"Fleiss-Cohen"}, which will calculate the weights accordingly, +or a user-specified matrix having the same dimensions as x containing the weights for each cell.} + +\item{conf.level}{confidence level of the interval. +If set to \code{NA} (which is the default) no confidence intervals will be calculated.} + +\item{\dots}{further arguments are passed to the function \code{\link{table}}, +allowing i.e. to set \code{useNA}. This refers only to the vector interface.} +} +\value{ +the value of this pseudoKappa +} +\description{ +Compute Cohen's Kappa Coefficient. Taken from descTools, +who based it on Kappa from library(vcd) +author: David Meyer +see also: kappa in library(psych) +Integrated here to reduce dependecy to descTools as it is the only function from DescTools we used +Computes the agreement rates Cohen's kappa and weighted kappa and their confidence intervals. +} +\details{ +Cohen's kappa is the diagonal sum of the (possibly weighted) relative frequencies, corrected for expected values and standardized by its maximum value. \cr +The equal-spacing weights (see Cicchetti and Allison 1971) are defined by \deqn{1 - \frac{|i - j|}{r - 1}} +\code{r} being the number of columns/rows, and the Fleiss-Cohen weights by \deqn{1 - \frac{(i - j)^2}{(r - 1)^2}} +The latter attaches greater importance to closer disagreements +} +\examples{ +# from Bortz et. al (1990) Verteilungsfreie Methoden in der Biostatistik, Springer, pp. 459 +m <- matrix(c(53, 5, 2, + 11, 14, 5, + 1, 6, 3), nrow=3, byrow=TRUE, + dimnames = list(rater1 = c("V","N","P"), rater2 = c("V","N","P")) ) +# confusion matrix interface +CohenKappa(m, weight="Unweighted") +} +\references{ +Cohen, J. (1960) A coefficient of agreement for nominal scales. \emph{Educational and Psychological Measurement}, 20, 37-46. +Everitt, B.S. (1968), Moments of statistics kappa and weighted kappa. \emph{The British Journal of Mathematical and Statistical Psychology}, 21, 97-103. +Fleiss, J.L., Cohen, J., and Everitt, B.S. (1969), Large sample standard errors of kappa and weighted kappa. \emph{Psychological Bulletin}, 72, 332-327. +Cicchetti, D.V., Allison, T. (1971) A New Procedure for Assessing Reliability +of Scoring EEG Sleep Recordings \emph{American Journal of EEG Technology}, 11, 101-109. +} +\author{ +David Meyer \href{mailto:david.meyer@r-project.org}{david.meyer@r-project.org}, some changes and tweaks Andri Signorell \href{mailto:andri@signorell.net}{andri@signorell.net} and +integrated for areas by Matthieu Gousseff +} diff --git a/man/importLCZraster.Rd b/man/importLCZraster.Rd index babf1c3..e96e5fb 100644 --- a/man/importLCZraster.Rd +++ b/man/importLCZraster.Rd @@ -58,9 +58,9 @@ redonBbox<-importLCZvect(dirPath=paste0(system.file("extdata", package = "lczexp redonWudapt<-importLCZraster(system.file("extdata", package = "lczexplore"), fileName="redonWudapt.tif",bBox=redonBbox) -# another way to get the bounding box when one explores a given city would be the use of the +# Another way to get the bounding box when one explores a given city would be the use of the # getbb() function from the osmdata package. -# This exaample requires the osmdata package and therefore is not executed here +# This example requires the osmdata package and therefore is not executed here # redonBbox<-osmdata::getbb("Redon") # redonWudapt<-importLCZraster(system.file("extdata", package = "lczexplore"), # fileName="redonWudapt.tif",bBox=redonBbox) diff --git a/submissionJourneesR.rmd b/submissionJourneesR.rmd new file mode 100644 index 0000000..dd6665d --- /dev/null +++ b/submissionJourneesR.rmd @@ -0,0 +1,22 @@ +-- +title: "R Notebook" +output: html_notebook +--- + +The [R plugin](https://www.jetbrains.com/help/pycharm/r-plugin-support.html) for IntelliJ-based IDEs provides +handy capabilities to work with the [R Markdown](https://www.jetbrains.com/help/pycharm/r-markdown.html) files. +To [add](https://www.jetbrains.com/help/pycharm/r-markdown.html#add-code-chunk) a new R chunk, +position the caret at any line or the code chunk, then click "+". + +The code chunk appears: +```{r} +``` + +Type any R code in the chunk, for example: +```{r} +mycars <- within(mtcars, { cyl <- ordered(cyl) }) +mycars +``` + +Now, click the **Run** button on the chunk toolbar to [execute](https://www.jetbrains.com/help/pycharm/r-markdown.html#run-r-code) the chunk code. The result should be placed under the chunk. +Click the **Knit and Open Document** to build and preview an output. From 3d069c845b78d4d83c45d388ff9c0dfa4a335edd Mon Sep 17 00:00:00 2001 From: MGousseff Date: Mon, 3 Jun 2024 12:34:53 +0200 Subject: [PATCH 5/8] fix fgb import failure when fgb doesn't show layer name in metadata (slower, but no way to deduce the table name yet from fgb) --- DESCRIPTION | 2 +- R/importLCZvect.R | 36 +++++++++++++++++++++--------- inst/tinytest/test_importLCZvect.R | 12 +++++++++- submissionJourneesR.rmd | 22 ------------------ 4 files changed, 38 insertions(+), 34 deletions(-) delete mode 100644 submissionJourneesR.rmd diff --git a/DESCRIPTION b/DESCRIPTION index 0b70242..1904965 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -9,7 +9,7 @@ Description: This lczexplore package automatize the comparison of sets of local License: LGPL (>= 3) Encoding: UTF-8 Roxygen: list(markdown = TRUE) -RoxygenNote: 7.2.3 +RoxygenNote: 7.3.1 Imports: RColorBrewer, cowplot, dplyr, diff --git a/R/importLCZvect.R b/R/importLCZvect.R index 97b2f66..d5a4a51 100644 --- a/R/importLCZvect.R +++ b/R/importLCZvect.R @@ -44,17 +44,33 @@ importLCZvect<-function(dirPath, file="rsu_lcz.geojson", output="sfFile", column colonnes<-colonnes[sapply(colonnes,nchar)!=0] # Check if all the desired columns are present in the source file and only loads the file if the columns exist + ### DOESN'T WORK WITH flatgeobuffer nom<-gsub(pattern="(.+?)(\\.[^.]*$|$)",x=file,replacement="\\1") - query<-paste0("select * from ",nom," limit 0") - sourceCol<-st_read(dsn=fileName, query=query, quiet=!verbose) %>% names - inCol<-colonnes%in%sourceCol - badCol<-colonnes[!inCol] - colErr<-c("It seems that some of the columns you try to import do not exist in the source file, - are you sure you meant ", - paste(badCol)," ?") - if (prod(inCol)==0){ stop(colErr) } else { - if (drop== TRUE) {sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,colonnes] } else { - sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,]} + extension<-gsub(pattern="(.+?)(\\.[^.]*$|$)",x=file,replacement="\\2") + if (extension != ".fgb"){ # Some metadata for fgb files do not specify table/layer names + query<-paste0("select * from ",nom," limit 0") # So this query wouldn't work with such fgb files + sourceCol<-st_read(dsn=fileName, query=query, quiet=!verbose) %>% names + inCol<-colonnes%in%sourceCol + badCol<-colonnes[!inCol] + colErr<-c("It seems that some of the columns you try to import do not exist in the source file, + are you sure you meant ", + paste(badCol),"?") + if (prod(inCol)==0){ stop(colErr) } else { + if (drop== TRUE) {sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,colonnes] } else { + sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,]} + } + } else {if (extension == ".fgb") { + sfFile<-sf::st_read(dsn=fileName,quiet=!verbose)[,] + sourceCol<-names(sfFile) + inCol<-colonnes%in%sourceCol + badCol<-colonnes[!inCol] + colErr<-c("It seems that some of the columns you try to import do not exist in the source file, + are you sure you meant ", + paste(badCol),"?") + if (prod(inCol)==0){ stop(colErr) } + + } + } # if typeLevels is empty diff --git a/inst/tinytest/test_importLCZvect.R b/inst/tinytest/test_importLCZvect.R index 7598ac9..48b09dc 100644 --- a/inst/tinytest/test_importLCZvect.R +++ b/inst/tinytest/test_importLCZvect.R @@ -105,4 +105,14 @@ expect_warning(importLCZvect(dirPath=paste0(system.file("extdata", package = "lc test<-importLCZvect(dirPath=paste0( system.file("extdata", package = "lczexplore"),"/bdtopo_2_2/Redon"),file="rsu_lcz.geojson", column="LCZ_PRIMARY", geomID="ID_RSU", confid="LCZ_UNIQUENESS_VALUE", drop=FALSE) -expect_equal("LCZ_SECONDARY"%in%names(test),TRUE) \ No newline at end of file +expect_equal("LCZ_SECONDARY"%in%names(test),TRUE) + +# Special test with a flatgeobuffer file. +test<-importLCZvect(dirPath=paste0(system.file("extdata", package = "lczexplore"),"/bdtopo_2_2/Redon"), + column="LCZ_PRIMARY",geomID="ID_RSU",confid="LCZ_UNIQUENESS_VALUE",verbose=T) +if (file.exists("test.fgb")) file.remove("test.fgb") +write_sf(test, "test.fgb") +expect_silent(test<-importLCZvect(dirPath=getwd(),file="test.fgb", + column="LCZ_PRIMARY",geomID="ID_RSU",confid="LCZ_UNIQUENESS_VALUE",verbose=T)) +rm(test) +if (file.exists("test.fgb")) file.remove("test.fgb") diff --git a/submissionJourneesR.rmd b/submissionJourneesR.rmd deleted file mode 100644 index dd6665d..0000000 --- a/submissionJourneesR.rmd +++ /dev/null @@ -1,22 +0,0 @@ --- -title: "R Notebook" -output: html_notebook ---- - -The [R plugin](https://www.jetbrains.com/help/pycharm/r-plugin-support.html) for IntelliJ-based IDEs provides -handy capabilities to work with the [R Markdown](https://www.jetbrains.com/help/pycharm/r-markdown.html) files. -To [add](https://www.jetbrains.com/help/pycharm/r-markdown.html#add-code-chunk) a new R chunk, -position the caret at any line or the code chunk, then click "+". - -The code chunk appears: -```{r} -``` - -Type any R code in the chunk, for example: -```{r} -mycars <- within(mtcars, { cyl <- ordered(cyl) }) -mycars -``` - -Now, click the **Run** button on the chunk toolbar to [execute](https://www.jetbrains.com/help/pycharm/r-markdown.html#run-r-code) the chunk code. The result should be placed under the chunk. -Click the **Knit and Open Document** to build and preview an output. From c6a90dfbdfc32460d7b922098c07b5e7a85e0be4 Mon Sep 17 00:00:00 2001 From: MGousseff Date: Tue, 3 Sep 2024 14:38:13 +0200 Subject: [PATCH 6/8] test build R4.1 --- .Rbuildignore | 2 + DESCRIPTION | 3 +- renv.lock | 616 +++++++++++++++++--------------------------------- 3 files changed, 205 insertions(+), 416 deletions(-) diff --git a/.Rbuildignore b/.Rbuildignore index 883851f..f865e89 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -12,3 +12,5 @@ ^CODE_OF_CONDUCT\.md$ ^CONTRIBUTING\.md$ ^bdtopo_2_2_osm\.csv$ +^compareMultipleLCZ\.R$ +^createIntersect\.R$ diff --git a/DESCRIPTION b/DESCRIPTION index 1904965..452147e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: lczexplore Title: lczexplore -Version: 0.0.1.0003 +Version: 0.0.1.0029 Authors@R: c( person("Matthieu", "Gousseff", , "matthieu.gousseff@univ-ubs.fr", role = c("aut", "cre")), person(, "Centre National de la Recherche Scientifique, Lab-Sticc", role = "cph", comment = c(ORCID = "0000-0002-7106-2677")) @@ -22,7 +22,6 @@ Imports: RColorBrewer, units, rlang, grDevices, - DescTools, methods Suggests: tinytest, diff --git a/renv.lock b/renv.lock index 0eee8cf..549cfe7 100644 --- a/renv.lock +++ b/renv.lock @@ -1,6 +1,6 @@ { "R": { - "Version": "4.3.0", + "Version": "4.4.1", "Repositories": [ { "Name": "CRAN", @@ -11,29 +11,29 @@ "Packages": { "DBI": { "Package": "DBI", - "Version": "1.1.3", + "Version": "1.2.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "methods" ], - "Hash": "b2866e62bab9378c3cc9476a1954226b" + "Hash": "065ae649b05f1ff66bb0c793107508f5" }, "KernSmooth": { "Package": "KernSmooth", - "Version": "2.23-20", + "Version": "2.23-24", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "stats" ], - "Hash": "8dcfa99b14c296bc9f1fd64d52fd3ce7" + "Hash": "9f33a1ee37bbe8919eb2ec4b9f2473a5" }, "MASS": { "Package": "MASS", - "Version": "7.3-59", + "Version": "7.3-60.2", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -44,23 +44,7 @@ "stats", "utils" ], - "Hash": "26570ae748e78cb2b0f56019dd2ba354" - }, - "Matrix": { - "Package": "Matrix", - "Version": "1.5-4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "graphics", - "grid", - "lattice", - "methods", - "stats", - "utils" - ], - "Hash": "e779c7d9f35cc364438578f334cffee2" + "Hash": "2f342c46163b0b54d7b64d1f798e2c78" }, "R6": { "Package": "R6", @@ -72,26 +56,16 @@ ], "Hash": "470851b6d5d0ac559e9d01bb352b4021" }, - "RColorBrewer": { - "Package": "RColorBrewer", - "Version": "1.1-3", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "45f0398006e83a5b10b72a90663d8d8c" - }, "Rcpp": { "Package": "Rcpp", - "Version": "1.0.10", + "Version": "1.0.13", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "methods", "utils" ], - "Hash": "e749cae40fa9ef469b6050959517453c" + "Hash": "f27411eb6d9c3dada5edd444b8416675" }, "base64enc": { "Package": "base64enc", @@ -105,45 +79,50 @@ }, "brio": { "Package": "brio", - "Version": "1.1.3", + "Version": "1.1.5", "Source": "Repository", "Repository": "CRAN", - "Hash": "976cf154dfb043c012d87cddd8bca363" + "Requirements": [ + "R" + ], + "Hash": "c1ee497a6d999947c2c224ae46799b1a" }, "bslib": { "Package": "bslib", - "Version": "0.4.2", + "Version": "0.8.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "base64enc", "cachem", + "fastmap", "grDevices", "htmltools", "jquerylib", "jsonlite", + "lifecycle", "memoise", "mime", "rlang", "sass" ], - "Hash": "a7fbf03946ad741129dc81098722fca1" + "Hash": "b299c6741ca9746fb227debcb0f9fb6c" }, "cachem": { "Package": "cachem", - "Version": "1.0.8", + "Version": "1.1.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "fastmap", "rlang" ], - "Hash": "c35768291560ce302c0a6589f92e837d" + "Hash": "cd9a672193789068eb5a2aad65a0dedf" }, "callr": { "Package": "callr", - "Version": "3.7.3", + "Version": "3.7.6", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -152,11 +131,11 @@ "processx", "utils" ], - "Hash": "9b2191ede20fa29828139b9900922e51" + "Hash": "d7e13f49c19103ece9e58ad2d83a7354" }, "class": { "Package": "class", - "Version": "7.3-21", + "Version": "7.3-22", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -165,11 +144,11 @@ "stats", "utils" ], - "Hash": "8ae0d4328e2eb3a582dfd5391a3663b7" + "Hash": "f91f6b29f38b8c280f2b9477787d4bb2" }, "classInt": { "Package": "classInt", - "Version": "0.4-9", + "Version": "0.4-10", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -181,60 +160,29 @@ "graphics", "stats" ], - "Hash": "bee651a42a89633eccb36dca9d9ab413" + "Hash": "f5a40793b1ae463a7ffb3902a95bf864" }, "cli": { "Package": "cli", - "Version": "3.6.1", + "Version": "3.6.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "89e6d8219950eac806ae0c489052048a" - }, - "colorspace": { - "Package": "colorspace", - "Version": "2.1-0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "graphics", - "methods", - "stats" - ], - "Hash": "f20c47fd52fae58b4e377c37bb8c335b" - }, - "cowplot": { - "Package": "cowplot", - "Version": "1.1.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "ggplot2", - "grDevices", - "grid", - "gtable", - "methods", - "rlang", - "scales" - ], - "Hash": "b418e8423699d11c7f2087c2bfd07da2" + "Hash": "b21916dd77a27642b447374a5d30ecf3" }, - "cpp11": { - "Package": "cpp11", - "Version": "0.4.3", + "commonmark": { + "Package": "commonmark", + "Version": "1.9.1", "Source": "Repository", "Repository": "CRAN", - "Hash": "ed588261931ee3be2c700d22e94a29ab" + "Hash": "5d8225445acb167abf7797de48b2ee3c" }, "crayon": { "Package": "crayon", - "Version": "1.5.2", + "Version": "1.5.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -242,21 +190,20 @@ "methods", "utils" ], - "Hash": "e8a1e41acf02548751f45c718d55aa6a" + "Hash": 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"51dab85c6c98e50a18d7551e9d49f76c" } } } From 874d2ee0359817dad5ead78381daf2826bae6bd3 Mon Sep 17 00:00:00 2001 From: MGousseff Date: Mon, 16 Sep 2024 17:14:37 +0200 Subject: [PATCH 7/8] Reinstall R et renv avant test Rix Nix --- DESCRIPTION | 3 +- GeneralUniquenessSensib.png | Bin 0 -> 56800 bytes R/createIntersect.R | 39 ++ R/shinyGC/BDTproduction.R | 97 +++++ R/shinyGC/geoClimateCall.R | 43 +++ R/shinyGC/geoClimateConfigFile.R | 145 +++++++ R/shinyGC/run_all.R | 137 +++++++ byLCZUniquenessSensib.png | Bin 0 -> 80600 bytes comparaison.png | Bin 0 -> 157614 bytes comparison.png | Bin 0 -> 161437 bytes inst/extdata/rasterMD.tif.aux.xml | 65 ++++ renv.lock | 518 +++++++++++++++++--------- renv/activate.R | 448 +++++++++++++++------- renv/settings.json | 2 + vignettes/.gitignore | 2 + vignettes/GeneralUniquenessSensib.png | Bin 0 -> 55701 bytes vignettes/byLCZUniquenessSensib.png | Bin 0 -> 90086 bytes vignettes/comparaison.png | Bin 157970 -> 157614 bytes vignettes/comparison.png | Bin 161988 -> 161437 bytes vignettes/comparisonGrouped.png | Bin 86897 -> 86281 bytes vignettes/comparisonGroupedR.png | Bin 90435 -> 89808 bytes vignettes/comparisonR.png | Bin 146225 -> 146545 bytes 22 files changed, 1188 insertions(+), 311 deletions(-) create mode 100644 GeneralUniquenessSensib.png create mode 100644 R/createIntersect.R create mode 100644 R/shinyGC/BDTproduction.R create mode 100644 R/shinyGC/geoClimateCall.R create mode 100644 R/shinyGC/geoClimateConfigFile.R create mode 100644 R/shinyGC/run_all.R create mode 100644 byLCZUniquenessSensib.png create mode 100644 comparaison.png create mode 100644 comparison.png create mode 100644 inst/extdata/rasterMD.tif.aux.xml create mode 100644 vignettes/GeneralUniquenessSensib.png create mode 100644 vignettes/byLCZUniquenessSensib.png diff --git a/DESCRIPTION b/DESCRIPTION index 452147e..35ef5fe 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -9,7 +9,7 @@ Description: This lczexplore package automatize the comparison of sets of local 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z%LBRyN!oXE#x8Qe!~{1KpqzER?47G{T+-!orS?GsOVOx6(0y0M{T8qydgnGgjt(ml z6GxYkd-g2X4~=tp7SJtGh6%049AudgOBonIIAplWlSK*?KzacU{h9;%Ea!Y+tHjC0 zWyC>-IF9l2o9C%R)DKAx2A3HmTrN1oHb2nRB*Vu8^>R@6$-GfAv?xN|*4_>xV4y4# z6%Bq6Zl-K8gI11F#ebHTs=%kA+svMa!llB)%}qOM5>5($d)L!pB9~ux4ui9Q3F07P z8!bZp+lD9N=LGCjXr;b@>G8ybfv0EHTM+KQ5?Bkam)An;{QUgrq-GZuR7a#eoj{Na z?BhyHojp7bVdDzYTR~zpfP^%AE|&(9Dt3Hv0|NtKEuYUgQfhY-dP|;zfqfPpdz+SU zyBV*5A({|urvLmg0jU% select(columns[1]) + if (is.null(refCrs)){refCrs<-st_crs(echInt)} + for (i in 2:length(sfList)){ + sfProv<-sfList[[i]] %>% select(columns[i]) + if (st_crs(sfProv) != refCrs ) {sfProv<-st_transform(sfProv, crs=refCrs)} + echInt<-st_intersection(echInt,sfProv) + } + if (!is.null(sfWf) & length(sfWf) == length(sfList)){ + names(echInt)[1:(ncol(echInt)-1)]<-paste0("LCZ",sfWf) + } else { names(echInt)[1:(ncol(echInt)-1)]<-paste0("LCZ",1:length(sfList)) } + echInt +} + +# sfBDT_11_78030<-importLCZvect(dirPath="/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/BDT/2011/bdtopo_2_78030", +# file="rsu_lcz.fgb", column="LCZ_PRIMARY") +# class(sfBDT_11_78030) +# sfBDT_22_78030<-importLCZvect(dirPath="/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/BDT/2022/bdtopo_3_78030", +# file="rsu_lcz.fgb", column="LCZ_PRIMARY") +# sf_OSM_11_Auffargis<-importLCZvect(dirPath="/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/OSM/2011/osm_Auffargis/", +# file="rsu_lcz.fgb", column="LCZ_PRIMARY") +# sf_OSM_22_Auffargis<-importLCZvect(dirPath="/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/OSM/2022/osm_Auffargis/", +# file="rsu_lcz.fgb", column="LCZ_PRIMARY") +# sf_WUDAPT_78030<-importLCZvect("/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/WUDAPT", +# file ="wudapt_78030.geojson", column="lcz_primary") +# +# sfList<-list(BDT11 = sfBDT_11_78030, BDT22 = sfBDT_22_78030, OSM11= sf_OSM_11_Auffargis, OSM22 = sf_OSM_22_Auffargis, +# WUDAPT = sf_WUDAPT_78030) +# showLCZ(sfList[[1]]) +# +# +# +# intersected<-createIntersec(sfList = sfList, columns = c(rep("LCZ_PRIMARY",4),"lcz_primary"), +# sfWf = c("BDT11","BDT22","OSM11","OSM22","WUDAPT")) +# +# +# test_list<-list(a=c(1,2),b="top",c=TRUE) +# length(test_list) +# for (i in test_list[2:3]) print(str(i)) \ No newline at end of file diff --git a/R/shinyGC/BDTproduction.R b/R/shinyGC/BDTproduction.R new file mode 100644 index 0000000..a170d1d --- /dev/null +++ b/R/shinyGC/BDTproduction.R @@ -0,0 +1,97 @@ +# Villes à produire +# # 78 +# nom de commune, insee +# Conflans-Sainte-Honorine, 78172 +# Saint-Rémy-lès-Chevreuse, 78575 +# Les Mureaux, 78440 +# Freneuse, 78255 +# Auffargis, 78030 +# Les Essarts-le-Roi, 78220 +# Orgeval, 78466 +# Rosny-sur-Seine, 78531 +# Saint-Léger-en-Yvelines, 78562 +# Poigny-la-Forêt, 78497 +# Blaru, 78068 +# Paray-Douaville, 78478 +# Le Tartre-Gaudran, 78606 + +# Test conflans 2011 : OK + +test<-geoClimateConfigFile(wf = "BDT", + date="2011", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2011/", + locations="78172", + outConfigFile="", + outConfigDir = "/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS", + outFolder = "/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS", + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + +geoClimateCall( + jarFilePath= "/home/gousseff/Documents/2_CodesSources/GeoClimate/Release1.0/geoclimate-1.0.0.jar", + configFilePath="/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/78172BDT2011.json", + wf="BDTOPO_V2") + +# Test conflans 2022 : + +test<-geoClimateConfigFile(wf = "BDT", + date="2022", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2022/", + locations="78172", + outConfigFile="", + outConfigDir = "/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS", + outFolder = "/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS", + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + +geoClimateCall( + jarFilePath= "/home/gousseff/Documents/2_CodesSources/GeoClimate/Release1.0/geoclimate-1.0.0.jar", + configFilePath="/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS/78172BDT2022.json", + wf="BDTOPO_V3") + +city_code_78_93<-c("78172", "78575", "78440", "78255", "78030", "78220", "78466", + "78531", "78562", "78497", "78068", "78478", "78606", "93029", "93066", "93048") + +configDir<-"/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS" +for (i in city_code_78){ + # 2011 + geoClimateConfigFile(wf = "BDT", + date="2011", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2011/78/", + locations=i, + outConfigFile="", + outConfigDir = configDir, + outFolder = configDir, + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + + confFile<-paste0(configDir, "/", i, "BDT2011.json") + + geoClimateCall( + jarFilePath= "/home/gousseff/Documents/2_CodesSources/GeoClimate/Release1.0/geoclimate-1.0.0.jar", + configFilePath=confFile, + wf="BDTOPO_V2") + + + # 2022 + geoClimateConfigFile(wf = "BDT", + date="2022", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2022/78/", + locations=i, + outConfigFile="", + outConfigDir = configDir, + outFolder = configDir, + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + + confFile<-paste0(configDir, "/", i, "BDT2022.json") + + geoClimateCall( + jarFilePath= "/home/gousseff/Documents/2_CodesSources/GeoClimate/Release1.0/geoclimate-1.0.0.jar", + configFilePath=confFile, + wf="BDTOPO_V3") + } diff --git a/R/shinyGC/geoClimateCall.R b/R/shinyGC/geoClimateCall.R new file mode 100644 index 0000000..47be5a0 --- /dev/null +++ b/R/shinyGC/geoClimateCall.R @@ -0,0 +1,43 @@ +#' Calls GeoClimate and feeds it a configuration file by building a command an using system (only tested on linux) +#' @param jarFilePath tells where the geoclimate jar file is, default points to the embedded jar file, +#' i.e. the latest snapshot version when the package was built. +#' Versions can be downloaded from https://github.com/orbisgis/geoclimate/wiki/Download +#' @param configFilePath points to the configuration JSON file for GeoClimate, typically a file created with the +#' geoClimateConfigFile function +#' @param wf is the workflow to use with GeoClimate, the default is OSM for OpenStreetMap. +#' The other possible value is "BDTOPO_V2". Other values will be added (e.g. for BDTOPO_V3) when tested. +#' @return returns nothing but files will be created by GeoClimate in the folder specified in the +#' JSON configuration file. +#' @export +#' @examples +#' test<-geoClimateConfigFile(outFile="", wf="osm",outFolder="/tmp",locations="Redon", +#' rsuIndics = c("LCZ","TEB","UTRF"), +#' gridIndics = c("BUILDING_FRACTION","BUILDING_HEIGHT","WATER_FRACTION","VEGETATION_FRACTION","ROAD_FRACTION", +#' "IMPERVIOUS_FRACTION","LCZ_PRIMARY","LCZ_FRACTION","UTRF")) +#' geoClimateCall( +#' jarFilePath= "/home/gousseff/Documents/2_CodesSources/GeoClimate/GeoClimateDefaultCaseV2/geoclimate-0.0.2-SNAPSHOT.jar", +#' configFilePath="/tmp/Redonosm.json",w="osm") +#' test +geoClimateCall<-function(jarFilePath, configFilePath, wf="OSM") { + command<-paste0( + "java -jar ", jarFilePath, " -f ", configFilePath, " -w ", toupper(wf)) + print(command) + system(command) +} + +# test<-geoClimateConfigFile(outFile="", wf="osm",outFolder="/tmp",locations="Allaire", +# rsuIndics = c("LCZ","TEB","UTRF"), +# gridIndics = c("BUILDING_FRACTION", +# "BUILDING_HEIGHT", +# "WATER_FRACTION", +# "VEGETATION_FRACTION", +# "ROAD_FRACTION", +# "IMPERVIOUS_FRACTION", +# "LCZ_PRIMARY", +# "LCZ_FRACTION", +# "UTRF")) +# +# geoClimateCall( +# jarFilePath= "/home/gousseff/Documents/2_CodesSources/GeoClimate/GeoClimateDefaultCaseV2/geoclimate-0.0.2-SNAPSHOT.jar", +# configFilePath="/tmp/Redonosm.json", wf="osm") +# test diff --git a/R/shinyGC/geoClimateConfigFile.R b/R/shinyGC/geoClimateConfigFile.R new file mode 100644 index 0000000..328c4f8 --- /dev/null +++ b/R/shinyGC/geoClimateConfigFile.R @@ -0,0 +1,145 @@ +#' Builds a JSON configuration file for GeoClimate workflow +#' @param locations is either the town or the coordinates of the bounding box of the area on which GeoClimate will run. +#' If a town name, it will be fed to the Nominoe API, through the overpass API of OpenStreetMap. +#' @param wf is the workflow used by GeoClimate. For now, only OSM" is available, for OpenStreetMap, but "BDT" for +#' BDTOPO of IGN should be added when an online database is available. +#' @param date is the date of the data we extract from OpenStreetMap. The format is "yyyy:mm:ddThh:mm:ssZ" +#' (for BDTOPO the version depends from the input data folder) +#' @param outFolder indicates where the results of GeoClimate will be put +#' @param rsuIndics is a vector with the indicators one wants to compute at the RSU scale. The default is c("LCZ","TEB","UTRF"), +#' @param svfSimplified uses the simplified method to calculate skyview factor, default = TRUE +#' @param estimatedHeight uses an algorithm to estimate the missing building height, default = TRUE +#' @param grid_x_size is the x size for the grid if some grid indicators are to be computed, default=100 +#' @param grid_y_size is the x size for the grid if some grid indicators are to be computed, default=100 +#' @param rowCol if grid_x_size and grid_y_size are not set, one cal set the number of rows and cols throug rowCol, +#' but the recommended and default is FALSE +#' @param outputType is the format of GeoClimate outputs, default="geojson", +#' @param gridIndics is a vector containing the indicators to compute at the grid scale. Default is +#' c("BUILDING_FRACTION", +#' "BUILDING_HEIGHT", +#' "WATER_FRACTION", +#' "VEGETATION_FRACTION", +#' "ROAD_FRACTION", +#' "IMPERVIOUS_FRACTION","LCZ_PRIMARY","LCZ_FRACTION","UTRF") +#' @param outConfigDir is the folder were the resulting JSON file will be put, the folder where GeoClimate will read it from +#' (different from out outFolder, where GeoClimates will put its geoJSON ouputs), default is "/tmp" +#' @param outConfigFile is the name of your configuration file, if and empty string, a name will be created from location +#' and workflow parameters. +#' @param forceSRID some BD TOPO input file may not have an srid, this forces srid to be 2154 +#' @importFrom jsonlite unbox toJSON +#' @return returns a JSON configuration file to be fed to GeoClimate +#' @export +#' @examples +#' test<-geoClimateConfigFile(outConfigFile="", wf="osm",outFolder="/tmp",locations="Redon", +#' rsuIndics = c("LCZ","TEB","UTRF"), +#' gridIndics = c("BUILDING_FRACTION","BUILDING_HEIGHT","WATER_FRACTION","VEGETATION_FRACTION","ROAD_FRACTION", +#' "IMPERVIOUS_FRACTION","LCZ_PRIMARY","LCZ_FRACTION","UTRF")) +#' test +geoClimateConfigFile<-function(wf, locations, forceSRID=FALSE, + outFolder="/tmp", + date, + rsuIndics=c("LCZ","TEB","UTRF"), + svfSimplified = TRUE, + estimatedHeight = TRUE, + grid_x_size=0, + grid_y_size=0, + rowCol = FALSE, + outputType = "geojson", + gridIndics="", + outConfigDir = "/tmp", + outConfigFile = "configFile", + BDTinFolder = "", BDTinseeCode=29301, + writeNow = FALSE) { + # description<-"Test de description unique" + + if (wf=="OSM"){description<-"Processing OSM data"} else { + if (wf=="BDTOPO_V2") {description<-"Processing BDTopo v2 data"} else { + if (wf=="BDTOPO_V3") { + description<-"Processing BDTopo v3 data"} + else { description<-paste0("Processing on an unrecognized workflow: ", wf) + } + } + } + + outFolder<-tryCatch( # This hideous tryCatch deals with weird shinyDirChoose behavior + { + list(folder=jsonlite::unbox(paste0(jsonlite::unbox(outFolder), + "/",wf,"/", substr(date,1,4)))) }, + error=function(e){ + list(folder="\tmp") + } + ) + + + if (wf == "OSM"){ + input<-list(locations=locations, date=jsonlite::unbox(date)) + } else { if (grep("BDT",wf)==1) { + if (forceSRID==FALSE){ + input<- + list( + folder= tryCatch( + jsonlite::unbox(BDTinFolder), + error=function(e){ + list(folder="\tmp") + }), + locations=locations + ) + } else { if (forceSRID==TRUE) { + input<- + list( + folder= tryCatch( + jsonlite::unbox(BDTinFolder), + error=function(e){ + list(folder="\tmp") + }) + , + locations=locations, + srid=jsonlite::unbox(2154)) + }} + }} + + +if(grid_x_size!=0 & grid_y_size!=0){ + parameters<-list( + rsu_indicators = list( + indicatorUse = rsuIndics, + svSimplified = jsonlite::unbox(svfSimplified), + estimatedHeight = jsonlite::unbox(estimatedHeight)), + grid_indicators = list( + x_size = jsonlite::unbox(grid_x_size), y_size = jsonlite::unbox(grid_y_size), + rowCol = jsonlite::unbox(rowCol), + output = jsonlite::unbox(outputType), + indicators = gridIndics + ) + ) +} else { + parameters<-list( + rsu_indicators = list( + indicatorUse = rsuIndics, + svSimplified = jsonlite::unbox(svfSimplified), + estimatedHeight = jsonlite::unbox(estimatedHeight))) +} + + listJSON <- list(description=jsonlite::unbox(description), input=input, output=outFolder, parameters=parameters) + + output<-toJSON(x=listJSON, + pretty=TRUE) + + + + if (outConfigFile=="") { outConfigFile<-paste0(locations,wf) } + + if (writeNow == TRUE){ + write(output,file=paste0(outConfigDir,"/",outConfigFile,substr(date,1,4),".json")) + } + + return(output) + +} +# +# library(jsonlite) +# test<-geoClimateConfigFile(outConfigFile="", wf="BDTOPO_V2.2",outFolder=list(folder="/tmp",srid=2154),locations="Allaire", +# rsuIndics = c("LCZ","TEB","UTRF"), +# gridIndics = c("BUILDING_FRACTION","BUILDING_HEIGHT","WATER_FRACTION","VEGETATION_FRACTION","ROAD_FRACTION", +# "IMPERVIOUS_FRACTION","LCZ_PRIMARY","LCZ_FRACTION","UTRF")) +# test diff --git a/R/shinyGC/run_all.R b/R/shinyGC/run_all.R new file mode 100644 index 0000000..860edd5 --- /dev/null +++ b/R/shinyGC/run_all.R @@ -0,0 +1,137 @@ +city_names_78_93<-c("Conflans-Sainte-Honorine", "Saint-Rémy-lès-Chevreuse", "Les Mureaux", "Freneuse", "Auffargis", + "Les Essarts-le-Roi", "Orgeval", "Rosny-sur-Seine", "Saint-Léger-en-Yvelines", "Poigny-la-Forêt", "Blaru", + "Paray-Douaville", "Le Tartre-Gaudran", "Drancy", "Saint-Denis", "Montreuil" ) + +configDir<-"/home/gousseff/Documents/0_DocBiblioTutosPublis/0_ArticlesScientEtThèses/ArticleComparaisonLCZGCWUDAPTEXPERTS" +outFolderRelease<-paste0(configDir,"/geojsonOut") +jarPath<-"/home/gousseff/Documents/2_CodesSources/GeoClimate/GC_2024_05_14/geoclimate-1.0.1-SNAPSHOT.jar" +jarPathRelease<-"/home/gousseff/Documents/2_CodesSources/GeoClimate/Release1.0/geoclimate-1.0.0.jar" + + +for (i in city_names_78_93) { + + # 2011 + geoClimateConfigFile(wf = "OSM", locations = i, + date="2011-01-01T12:00:00Z", + outConfigFile="", + outConfigDir = configDir, + outFolder = outFolderRelease, + rsuIndics = c("LCZ"), + writeNow = TRUE) + + confFile<-paste0(configDir,"/",i,"OSM2011.json") + + + + geoClimateCall( + jarFilePath= jarPathRelease, + configFilePath=confFile, + wf="osm") + + # 2022 + geoClimateConfigFile(wf = "OSM", locations = i, + date="2022-01-01T12:00:00Z", + outConfigFile="", + outConfigDir = configDir, + #outFolder = configDir, + outFolder = outFolderRelease, + rsuIndics = c("LCZ"), + writeNow = TRUE) + + confFile<-paste0(configDir,"/",i,"OSM2022.json") + + geoClimateCall( + jarFilePath= jarPathRelease, + configFilePath=confFile, + wf="osm") +} + +city_code_78<-c("78172", "78575","78440", "78255", "78030", "78220", "78466", "78531", "78562", "78497", "78068", "78478", "78606") + +city_code_93<-c( "93029", "93066", "93048") + + +for (i in city_code_93){ + # 2011 + geoClimateConfigFile(wf = "BDT", + date="2011", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2011/93", + locations=i, + outConfigFile="", + outConfigDir = configDir, + # outFolder = configDir, + outFolder = outFolderRelease, + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + + confFile<-paste0(configDir, "/", i, "BDT2011.json") + + geoClimateCall( + jarFilePath= jarPathRelease, + configFilePath=confFile, + wf="BDTOPO_V2") + + + # 2022 + geoClimateConfigFile(wf = "BDT", + date="2022", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2022/93", + locations=i, + outConfigFile="", + outConfigDir = configDir, + # outFolder = configDir, + outFolder = outFolderRelease, + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + + confFile<-paste0(configDir, "/", i, "BDT2022.json") + + geoClimateCall( + jarFilePath= jarPathRelease, + configFilePath=confFile, + wf="BDTOPO_V3") +} + +for (i in city_code_78){ + # 2011 + geoClimateConfigFile(wf = "BDT", + date="2011", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2011/78", + locations=i, + outConfigFile="", + outConfigDir = configDir, + # outFolder = configDir, + outFolder = outFolderRelease, + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + + confFile<-paste0(configDir, "/", i, "BDT2011.json") + + geoClimateCall( + jarFilePath = jarPathRelease, + configFilePath=confFile, + wf="BDTOPO_V2") + + + # 2022 + geoClimateConfigFile(wf = "BDT", + date="2022", + BDTinFolder="/home/gousseff/Documents/3_data/BDTOPO/2022/78", + locations=i, + outConfigFile="", + outConfigDir = configDir, + outFolder = outFolderRelease, + rsuIndics = c("LCZ"), + writeNow = TRUE, + forceSRID=TRUE) + + confFile<-paste0(configDir, "/", i, "BDT2022.json") + + geoClimateCall( + jarFilePath= jarPathRelease, + configFilePath=confFile, + wf="BDTOPO_V3") +} diff --git a/byLCZUniquenessSensib.png b/byLCZUniquenessSensib.png new file mode 100644 index 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