From 566c95cc54902c0a3bd51178209e46cf14da1011 Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Thu, 5 Jan 2023 13:53:04 +0100 Subject: [PATCH 1/7] Correct Analogs_vignette, correct CST_Analogs and improve documentation and figures --- R/CST_Analogs.R | 73 ++++++------ vignettes/Analogs_vignette.Rmd | 206 ++++++++++++++------------------- vignettes/Figures/Analogs1.png | Bin 34309 -> 93021 bytes vignettes/Figures/Analogs2.png | Bin 16310 -> 43251 bytes vignettes/Figures/Analogs3.png | Bin 52553 -> 127101 bytes vignettes/Figures/Analogs4.png | Bin 52266 -> 186618 bytes vignettes/Figures/Analogs5.png | Bin 38064 -> 134716 bytes vignettes/Figures/Analogs6.png | Bin 8674 -> 30932 bytes 8 files changed, 124 insertions(+), 155 deletions(-) diff --git a/R/CST_Analogs.R b/R/CST_Analogs.R index 6b46d00e..d32b110d 100644 --- a/R/CST_Analogs.R +++ b/R/CST_Analogs.R @@ -434,11 +434,11 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, if (!is.null(expVar) & is.null(obsVar)) { expVar <- NULL warning("Parameter 'expVar' is set to NULL as parameter 'obsVar', - large scale field will be returned.") + large scale field will be returned.") } if (is.null(expVar) & is.null(obsVar)) { warning("Parameter 'expVar' and 'obsVar' are NULLs, downscaling/listing - same variable as obsL and expL'.") + same variable as obsL and expL'.") } if (!is.null(obsVar) & is.null(expVar) & criteria == "Local_cor") { stop("Parameter 'expVar' cannot be NULL.") @@ -526,8 +526,8 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, dims_obsL <- dim(obsL) pos_time <- which(names(dim(obsL)) == 'time') if(length(time_obsL) != dim(obsL)[pos_time]) { - stop(" 'time_obsL' and 'obsL' must have same length in the temporal - dimension.") + stop("'time_obsL' and 'obsL' must have same length in the temporal + dimension.") } pos <- 1 : length(dim(obsL)) pos <- c(pos_time, pos[-c(pos_time)]) @@ -617,7 +617,7 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, } if (is.null(excludeTime)) { - excludeTime <- vector(mode="character", length=length(time_expL)) + excludeTime <- vector(mode = "character", length = length(time_expL)) } if (length(time_expL) == length(excludeTime)) { if (any(names(dim(expL)) %in% c('sdate_exp'))) { @@ -804,7 +804,7 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, } else { stop("parameter 'obsL' cannot be NULL") } - if (length(time_obsL)==0) { + if (length(time_obsL) == 0) { stop("Parameter 'time_obsL' can not be length 0") } Analog_result <- FindAnalog(expL = expL, obsL = obsL, time_obsL = time_obsL, @@ -921,17 +921,17 @@ BestAnalog <- function(position, nAnalogs = nAnalogs, AnalogsInfo = FALSE, } else { pos <- pos1[1 : nAnalogs] } - } else if (criteria== 'Local_dist') { + } else if (criteria == 'Local_dist') { pos1 <- pos1[1 : nAnalogs] pos2 <- pos2[1 : nAnalogs] best <- match(pos1, pos2) - if(length(best)==1) { + if (length(best) == 1) { warning("Just 1 best analog matching Large_dist and ", "Local_dist criteria") } - if(length(best)<1 | is.na(best[1])==TRUE){ + if (length(best) < 1 | is.na(best[1]) == TRUE) { stop("no best analogs matching Large_dist and Local_dist criterias, - please increase nAnalogs") + please increase nAnalogs") } pos <- pos2[as.logical(best)] pos <- pos[which(!is.na(pos))] @@ -943,25 +943,25 @@ BestAnalog <- function(position, nAnalogs = nAnalogs, AnalogsInfo = FALSE, pos1 <- pos1[1 : nAnalogs] pos2 <- pos2[1 : nAnalogs] best <- match(pos1, pos2) - if (length(best)==1) { + if (length(best) == 1) { warning("Just 1 best analog matching Large_dist and ", "Local_dist criteria") } - if(length(best)<1 | is.na(best[1])==TRUE){ + if (length(best) < 1 | is.na(best[1]) == TRUE) { stop("no best analogs matching Large_dist and Local_dist criterias, - please increase nAnalogs") + please increase nAnalogs") } pos <- pos1[as.logical(best)] pos <- pos[which(!is.na(pos))] pos3 <- pos3[1 : nAnalogs] best <- match(pos, pos3) - if(length(best)==1){ + if (length(best) == 1) { warning("Just 1 best analog matching Large_dist, Local_dist and ", "Local_cor criteria") } - if(length(best)<1 | is.na(best[1])==TRUE){ + if (length(best) < 1 | is.na(best[1]) == TRUE) { stop("no best analogs matching Large_dist, Local_dist and Local_cor - criterias, please increase nAnalogs") + criterias, please increase nAnalogs") } pos <- pos[order(best, decreasing = F)] pos <- pos[which(!is.na(pos))] @@ -976,14 +976,21 @@ BestAnalog <- function(position, nAnalogs = nAnalogs, AnalogsInfo = FALSE, Select <- function(expL, obsL, expVar = NULL, obsVar = NULL, criteria = "Large_dist", lonL = NULL, latL = NULL, lonVar = NULL, latVar = NULL, region = NULL) { + if (!is.null(lonL)) { + lonL <- as.vector(lonL) + } + if (!is.null(latL)) { + latL <- as.vector(latL) + } + names(dim(expL)) <- replace_repeat_dimnames(names(dim(expL)), names(dim(obsL))) metric1 <- Apply(list(obsL), target_dims = list(c('lat', 'lon')), fun = .select, expL, metric = "dist")$output1 - metric1.original=metric1 + metric1.original = metric1 if (length(dim(metric1)) > 1) { dim_time_obs <- which(names(dim(metric1)) == 'time' | - names(dim(metric1)) == 'ftime') + names(dim(metric1)) == 'ftime') dim(metric1) <- c(dim(metric1), metric=1) margins <- c(1 : (length(dim(metric1))))[-dim_time_obs] pos1 <- apply(metric1, margins, order) @@ -991,20 +998,20 @@ Select <- function(expL, obsL, expVar = NULL, obsVar = NULL, metric1.original = metric1 metric1 <- apply(metric1, margins, sort) names(dim(metric1))[1] <- 'time' - names(dim(metric1.original))=names(dim(metric1)) + names(dim(metric1.original)) = names(dim(metric1)) } else { pos1 <- order(metric1) dim(pos1) <- c(time = length(pos1)) metric1 <- sort(metric1) dim(metric1) <- c(time = length(metric1)) - dim(metric1.original)=dim(metric1) - dim_time_obs=1 + dim(metric1.original) = dim(metric1) + dim_time_obs = 1 } if (criteria == "Large_dist") { dim(metric1) <- c(dim(metric1), metric = 1) dim(pos1) <- c(dim(pos1), pos = 1) - dim(metric1.original)=dim(metric1) - return(list(metric = metric1, metric.original=metric1.original, + dim(metric1.original) = dim(metric1) + return(list(metric = metric1, metric.original = metric1.original, position = pos1)) } if (criteria == "Local_dist" | criteria == "Local_cor") { @@ -1023,12 +1030,12 @@ Select <- function(expL, obsL, expVar = NULL, obsVar = NULL, if (criteria == "Local_dist") { metric <- abind(metric1, metric2, along = length(dim(metric1))+1) metric.original <- abind(metric1.original,metric2.original, - along=length(dim(metric1))+1) + along = length(dim(metric1))+1) position <- abind(pos1, pos2, along = length(dim(pos1))+1) names(dim(metric)) <- c(names(dim(pos1)), 'metric') names(dim(position)) <- c(names(dim(pos1)), 'pos') names(dim(metric.original)) = names(dim(metric)) - return(list(metric = metric, metric.original=metric.original, + return(list(metric = metric, metric.original = metric.original, position = position)) } } @@ -1037,13 +1044,13 @@ Select <- function(expL, obsL, expVar = NULL, obsVar = NULL, exp <- SelBox(expVar, lon = lonVar, lat = latVar, region = region)$data metric3 <- Apply(list(obs), target_dims = list(c('lat', 'lon')), fun = .select, exp, metric = "cor")$output1 - metric3.original=metric3 + metric3.original = metric3 dim(metric3) <- c(dim(metric3), metric=1) margins <- c(1 : (length(dim(metric3))))[-dim_time_obs] pos3 <- apply(abs(metric3), margins, order, decreasing = TRUE) names(dim(pos3))[1] <- 'time' metricsort <- metric3[pos3] - dim(metricsort)=dim(metric3) + dim(metricsort) = dim(metric3) names(dim(metricsort))[1] <- 'time' metric <- abind(metric1, metric2, metricsort, along = length(dim(metric1)) + 1) @@ -1070,14 +1077,14 @@ Select <- function(expL, obsL, expVar = NULL, obsVar = NULL, result <- Apply(list(obs), target_dims = list(c('lat', 'lon')), fun = function(x) {cor(as.vector(x), as.vector(exp), - method="spearman")})$output1 + method = "spearman")})$output1 } result } -.time_ref <- function(time_obsL,time_expL,excludeTime){ +.time_ref <- function(time_obsL,time_expL,excludeTime) { sameTime = which(time_obsL %in% time_expL) - result<- c(time_obsL[1:(sameTime-excludeTime-1)], - time_obsL[(sameTime+excludeTime+1):length(time_obsL)]) + result<- c(time_obsL[1:(sameTime - excludeTime - 1)], + time_obsL[(sameTime + excludeTime + 1):length(time_obsL)]) result } @@ -1102,8 +1109,8 @@ replace_repeat_dimnames <- function(names_exp, names_obs, lat_name = 'lat', } replace_time_dimnames <- function(dataL, time_name = 'time', - stdate_name='stdate', ftime_name='ftime') { - names_obs=names(dim(dataL)) + stdate_name = 'stdate', ftime_name='ftime') { + names_obs = names(dim(dataL)) if (!is.character(names_obs)) { stop("Parameter 'names_obs' must be a vector of characters.") } diff --git a/vignettes/Analogs_vignette.Rmd b/vignettes/Analogs_vignette.Rmd index d7527657..e7d4d9da 100644 --- a/vignettes/Analogs_vignette.Rmd +++ b/vignettes/Analogs_vignette.Rmd @@ -15,50 +15,22 @@ knitr::opts_chunk$set(eval = FALSE) --> ## Downscaling seasonal forecast data using Analogs -In this example, the seasonal temperature forecasts, initialized in october, -will be used to perform a downscaling in the Balearic Islands temperature using -the cmcc system 3 seasonal forecasting system from the Euro-Mediterranean Center -of Climate Change (CMCC), by computing Analogs in Sea level pressure data (SLP) -in a larger region (North Atlantic). The first step will be to load the data we -want to downscale (i.e. cmcc) in the large region (i.e North Atlantic) for -temperature (predictand) and SLP (predictor) and same variables and region for a -higher resolution data (ERA5). In a second step we will interpolate the model to -the resolution of ERA5. In a third step we will find the analogs using one of -the three criterias. In a four step we will get the downscaled dataset in the -region selected (local scale, in this case Balearic Islands) +In this example, the seasonal temperature forecasts, initialized in october, will be used to perform a downscaling in the Balearic Islands temperature using the cmcc system 3 seasonal forecasting system from the Euro-Mediterranean Center of Climate Change (CMCC), by computing Analogs in Sea level pressure data (SLP) in a larger region (North Atlantic). The first step will be to load the data we want to downscale (i.e. cmcc) in the large region (i.e North Atlantic) for temperature (predictand) and SLP (predictor) and same variables and region for a higher resolution data (ERA5). In a second step we will interpolate the model to the resolution of ERA5. In a third step we will find the analogs using one of the three criterias. In a four step we will get the downscaled dataset in the region selected (local scale, in this case Balearic Islands). ## 1. Introduction of the function -For instance if we want to perform a temperature donwscaling in Balearic Island -for October we will get a daily series of temperature with 1 analog per day, -the best analog. How we define the best analog for a certain day? This function -offers three options for that: +For instance if we want to perform a temperature donwscaling in Balearic Island for October we will get a daily series of temperature with 1 analog per day, +the best analog. How we define the best analog for a certain day? This function offers three options for that: -(1) The day with the minimum Euclidean distance in a large scale field: using -i.e. pressure or geopotencial height as variables and North Atlantic region as -large scale region. The Atmospheric circulation pattern in the North Atlantic -(LargeScale) has an important role in the climate in Spain (LocalScale). -The function will find the day with the most similar pattern in atmospheric -circulation in the database (obs, slp in ERA5) to the day of interest -(exp,slp in model). Once the date of the best analog is found, the function -takes the associated temperature to that day (obsVar, tas in ERA5), with a -subset of the region of interest (Balearic Island) +(1) The day with the minimum Euclidean distance in a large scale field: using i.e. pressure or geopotencial height as variables and North Atlantic region as large scale region. The Atmospheric circulation pattern in the North Atlantic (LargeScale) has an important role in the climate in Spain (LocalScale). The function will find the day with the most similar pattern in atmospheric circulation in the database (obs, slp in ERA5) to the day of interest (exp, slp in model). Once the date of the best analog is found, the function takes the associated temperature to that day (obsVar, tas in ERA5), with a subset of the region of interest (Balearic Island). -(2) Same that (1) but in this case we will search for analogs in the local -scale (Balearic Island) instead of in the large scale (North Atlantic). -Once the date of the best analog is found, the function takes the associated -temperature to that day (obsVar, t2m in ERA5), with a subset of the region of -interest (Balearic Island) +(2) Same that (1) but in this case we will search for analogs in the local scale (Balearic Island) instead of in the large scale (North Atlantic). Once the date of the best analog is found, the function takes the associated temperature to that day (obsVar, t2m in ERA5), with a subset of the region of interest (Balearic Island). -(3) Same that (2) but here we will search for analogs with higher correlation -at local scale (Balearic Island) and instead of using SLP we will use t2m. +(3) Same that (2) but here we will search for analogs with higher correlation at local scale (Balearic Island) and instead of using SLP we will use t2m. +In particular the _Analogs Method_ uses a nonlinear approach that follows (**Analogs**; Yiou et al. 2013). -In particular the _Analogs Method_ uses a nonlinear approach that follows -(**Analogs**; Yiou et al. 2013) - -An efficient implementation of Analogs is provided for CSTools by the -`CST_Analogs()` function. +An efficient implementation of Analogs is provided for CSTools by the `CST_Analogs()` function. Two datasets are used to illustrate how to use the function. The first one could be enterly run by the users since it is using data samples provided along with the package. The second one uses data that needs to be downloaded or requested. @@ -82,26 +54,47 @@ dim(lonlat_temp$obs$data) dim(lonlat_temp$exp$data) head(lonlat_temp$exp$Dates$start) ``` -There are 15 ensemble members available in the data set, 6 starting dates and 3 -forecast times, which refer to daily values in the month of November following -starting dates on November 1st in the years 2010, 2011, 2012. +There are 15 ensemble members available in the data set, 6 starting dates and 3 forecast times, which refer to daily values in the month of November following starting dates on November 1st in the years 2010, 2011, 2012. ``` -down <- CST_Analogs(expL = lonlat_temp$exp, obsL = lonlat_temp$obs) -``` +exp1 <- lonlat_temp$exp +exp1$data <- exp1$data[,,1,1,,, drop = FALSE] +exp1$Dates$start <- exp1$Dates$start[1] +exp1$Dates$end <- exp1$Dates$end[1] + +down_1 <- CST_Analogs(expL = exp1, obsL = lonlat_temp$obs) + +exp2 <- lonlat_temp$exp +exp2$data <- exp2$data[,,1,2,,, drop = FALSE] +exp2$Dates$start <- exp2$Dates$start[2] +exp2$Dates$end <- exp2$Dates$end[2] + +down_2 <- CST_Analogs(expL = exp2, obsL = lonlat_temp$obs) +exp3 = lonlat_temp$exp +exp3$data <- exp3$data[,,1,3,,, drop = FALSE] +exp3$Dates$start <- exp3$Dates$start[3] +exp3$Dates$end <- exp3$Dates$end[3] + +down_3 <- CST_Analogs(expL = exp3, obsL = lonlat_temp$obs) +``` The visualization of the first three time steps for the ensemble mean of the forecast initialized the 1st of Noveber 2000 can be done using the package **s2dv**: ``` library(s2dv) + +var = list(MeanDims(down_1$data, 'member'), + MeanDims(down_2$data, 'member'), + MeanDims(down_3$data, 'member')) + PlotLayout(PlotEquiMap, c('lat', 'lon'), - var = Reorder(MeanDims(down$data, 'member')[1,,,1,], - c('time_exp', 'lat', 'lon')), - nrow = 1, ncol = 3, - lon = down$lon, lat = down$lat, filled.continents = FALSE, - titles = c("2000-11-01", "2000-12-01", "2001-01-01"), units = 'T(K)', - toptitle = 'Analogs sdate November 2000', - width = 10, height = 4, fileout = './Figures/Analogs1.png') + var = var, + nrow = 1, ncol = 3, + lon = down_1$lon, lat = down_1$lat, filled.continents = FALSE, + titles = c("2000-11-01", "2000-12-01", "2001-01-01"), units = 'T(K)', + toptitle = 'Analogs sdate November 2000', + width = 10, height = 4) + ``` ![](./Figures/Analogs1.png) @@ -109,8 +102,8 @@ PlotLayout(PlotEquiMap, c('lat', 'lon'), The user can also request extra Analogs and the information: ``` -down <- CST_Analogs(expL = lonlat_temp$exp, obsL = lonlat_temp$obs, - nAnalogs = 2, AnalogsInfo = TRUE) +down <- CST_Analogs(expL = exp1, obsL = lonlat_temp$obs, + nAnalogs = 2, AnalogsInfo = TRUE) ``` Again, the user can explore the object down1 which is class 's2dv_cube'. The element 'data' contains in this case metrics and the dates corresponding to the observed field: @@ -121,17 +114,16 @@ names(down$data) dim(down$data$fields) dim(down$data$metric) dim(down$data$dates) -down$data$dates[1,15,1,1] +down$data$dates[1,15] ``` - The last command run concludes that the best analog of the ensemble 15 corresponding to the 1st of November 2000 is the 1st November 2004: ``` -PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list(down$data$fields[1,,,15,1,1], +PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list(down$data$fields[1,,,15], lonlat_temp$obs$data[1,1,5,1,,]), nrow = 1, ncol = 2, lon = down$lon, lat = down$lat, filled.continents = FALSE, titles = c("Downscaled 2000-11-01", "Observed 2004-11-01"), units = 'T(K)', - width = 7, height = 4, fileout = './Figures/Analogs2.png') + width = 7, height = 4) ``` ![](./Figures/Analogs2.png) @@ -142,10 +134,7 @@ As expected, they are exatly the same. In this case, the spatial field of a single forecast day will be downscale using Analogs in this example. This will allow illustrating how to use CST_Load to retrieve observations separated from simulations. To explore other options, see other CSTools vignettes as well as `CST_Load` documentation. -The simulations available for the desired model cover the period 1993-2016. Here, the 15th of October 2000 (for the simulation initialized in the 1st of October 2000), will be downscaled. -For ERA5 from 1979 to the present days. For this example we will just use October days from 2000 to 2006, so, the starting dates can be defined by running the -following lines: - +The simulations available for the desired model cover the period 1993-2016. Here, the 15th of October 2000 (for the simulation initialized in the 1st of October 2000), will be downscaled. For ERA5 from 1979 to the present days. For this example we will just use October days from 2000 to 2006, so, the starting dates can be defined by running the following lines: ``` start <- as.Date(paste(2000, 10, "01", sep = ""), "%Y%m%d") @@ -153,10 +142,7 @@ end <- as.Date(paste(2006, 10, "01", sep = ""), "%Y%m%d") dateseq <- format(seq(start, end, by = "year"), "%Y%m%d") ``` -Using the `CST_Load` function from **CSTool package**, the data available in our -data store can be loaded. The following lines show how this function can be -used. The experimental datasets are interpolated to the ERA5 grid by specifying the 'grid' parameter while ERA5 doesn't need to be interpolated. While parameter leadtimemax is set to 1 for the experimental dataset, it is set to 31 for the observations, returning the daily observations for October for the years requested in 'sdate' (2000-2006). -Download the data to run the recipe under the HTTPS: downloads.cmcc.bo.it/d_chaves/ANALOGS/data_for_Analogs.Rdat or ask carmen.alvarez-castro at cmcc.it or nuria.perez at bsc.es. +Using the `CST_Load` function from **CSTool package**, the data available in our data store can be loaded. The following lines show how this function can be used. The experimental datasets are interpolated to the ERA5 grid by specifying the 'grid' parameter while ERA5 doesn't need to be interpolated. While parameter leadtimemax is set to 1 for the experimental dataset, it is set to 31 for the observations, returning the daily observations for October for the years requested in 'sdate' (2000-2006). Download the data to run the recipe under the HTTPS: downloads.cmcc.bo.it/d_chaves/ANALOGS/data_for_Analogs.Rdat or ask carmen.alvarez-castro at cmcc.it or nuria.perez at bsc.es. ``` exp <- list(name = 'ECMWF_system4_m1', @@ -190,30 +176,22 @@ obsPSL <- CST_Load(var = 'psl', exp = NULL, obs = list(obs), lonmin = -80, lonmax = 50, output = 'lonlat', nprocs = 1, storefreq = "daily", nmember = 1) -save(expTAS, obsTAS, expPSL, obsPSL, - file = "../../data_for_Analogs.Rdat", - version = 2) - -#load(file = "./data_for_Analogs.Rdat") ``` *Note: `CST_Load` allows to load the data simultaneously for 'exp' and 'obs' already formatted to have the same dimensions as in this example. However, it is possible to request separated 'obs' and 'exp'. In this second case, the observations could be return in a continous time series instead of being split in start dates and forecast time.* - The s2dv_cube objects `expTAS`,`obsTAS`, `expPSL` and `obsPSL` are now loaded in the R enviroment. The first two elements correspond to the experimental and observed data for temperature and the other two are the equivalent for the SLP data. -Loading the data using `CST_Load` allows to obtain two lists, one for the -experimental data and another for the observe data, with the same elements and -compatible dimensions of the data element: +Loading the data using `CST_Load` allows to obtain two lists, one for the experimental data and another for the observe data, with the same elements and compatible dimensions of the data element: ``` dim(expTAS$data) -dataset member sdate ftime lat lon - 1 15 1 1 193 521 +# dataset member sdate ftime lat lon +# 1 15 1 1 193 521 dim(obsTAS$data) -dataset member sdate ftime lat lon - 1 1 7 31 193 521 +# dataset member sdate ftime lat lon +# 1 1 7 31 193 521 ``` @@ -226,45 +204,36 @@ down1 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, criteria = "Large_dist", nAnalogs = 3, obsVar = obsTAS, expVar = expTAS) ``` - Some warnings could appear indicating information about undefining parameters. It is possible to explore the information in object `down` by runing: ``` names(down1$data) dim(down1$data$field) -#nAnalogs lat lon member time -# 3 193 521 15 1 +# nAnalogs lat lon member time +# 3 193 521 15 1 dim(down1$data$dates) -#nAnalogs member time +# nAnalogs member time # 3 15 1 -down1$data$dates[1,1,1] -#"2005-10-07 UTC" +down1$data$dates[1,1] +# "2005-10-07 UTC" ``` - -Now, we can visualize the output and save it using library ragg (not mandatory): +Now, we can visualize the output: ``` -library(ragg) -agg_png("/esarchive/scratch/nperez/git/cstools/vignettes/Figures/Analogs3.png", - width = 1100, height = 500, units = 'px',res = 144) PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list(expPSL$data[1,1,1,1,,], obsPSL$data[1,1,1,15,,], obsPSL$data[1,1,6,7,,]), lon = obsPSL$lon, lat = obsPSL$lat, filled.continents = FALSE, titles = c('Exp PSL 15-10-2000','Obs PSL 15-10-2000', 'Obs PSL 7-10-2005'), - toptitle = 'First member', ncol = 3, nrow = 1) -dev.off() -agg_png("/esarchive/scratch/nperez/git/cstools/vignettes/Figures/Analogs4.png", - width = 800, height = 800, units = 'px',res = 144) + toptitle = 'First member', ncol = 3, nrow = 1, width = 10, height = 4) PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list( expTAS$data[1,1,1,1,,], obsTAS$data[1,1,1,15,,], - down1$data$field[1,,,1,1], obsTAS$data[1,1,6,7,,]), + down1$data$field[1,,,1], obsTAS$data[1,1,6,7,,]), lon = obsTAS$lon, lat = obsTAS$lat, filled.continents = FALSE, - titles = c('Exp TAS 15-10-2000', 'Obs TAS 15-10-2000', - 'Analog TAS 15-10-2000', 'Obs TAS 7-10-2005'), - ncol = 2, nrow = 2) -dev.off() + titles = c('Exp TAS 15-10-2000', 'Obs TAS 15-10-2000', + 'Analog TAS 15-10-2000', 'Obs TAS 7-10-2005'), + ncol = 2, nrow = 2) ``` ![](./Figures/Analogs3.png) @@ -285,7 +254,7 @@ region <- c(lonmin = 0, lonmax = 5, latmin = 38.5, latmax = 40.5) expPSL$data <- expPSL$data[1,1,1,1,,] expTAS$data <- expTAS$data[1,1,1,1,,] down2 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, - criteria = "Local_dist", nAnalogs = 50, + criteria = "Local_dist", # nAnalogs = 50, obsVar = obsTAS, expVar = expTAS, region = region) ``` @@ -295,28 +264,27 @@ The parameter 'nAnalogs' doesn't correspond to the number of Analogs returned, b In this case, when looking to a large scale pattern and also to local scale pattern the best analog for the first member is the 13th of October 2001: ``` -down2$data$dates[1,1] -[1] "2001-10-13 UTC" +down2$data$dates[2] +# [1] "13-10-2001" ``` ``` library(ClimProjDiags) -agg_png("/esarchive/scratch/nperez/git/cstools/vignettes/Figures/Analogs5.png", - width = 800, height = 800, units = 'px',res = 144) -PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list( - expTAS$data, obsTAS$data[1,1,1,15,,], - down2$data$field[1,,,1], SelBox(obsTAS$data[1,1,2,13,,], + +var = list(expTAS$data, obsTAS$data[1,1,1,15,,], + down2$data$field[1,,], SelBox(obsTAS$data[1,1,2,13,,], lon = as.vector(obsTAS$lon), lat = as.vector(obsTAS$lat), - region)$data), + region)$data) + +PlotLayout(PlotEquiMap, c('lat', 'lon'), var = var, special_args = list(list(lon = expTAS$lon, lat = expTAS$lat), - list(lon = obsTAS$lon, lat = obsTAS$lat), - list(lon = down2$lon, down2$lat), - list(lon = down2$lon, down2$lat)), + list(lon = obsTAS$lon, lat = obsTAS$lat), + list(lon = down2$lon, down2$lat), + list(lon = down2$lon, down2$lat)), filled.continents = FALSE, titles = c('Exp TAS 15-10-2000', 'Obs TAS 15-10-2000', - 'Analog TAS 15-10-2000', 'Obs TAS 13-10-2001'), - ncol = 2, nrow = 2) -dev.off() + 'Analog TAS 15-10-2000', 'Obs TAS 13-10-2001'), + ncol = 2, nrow = 2) ``` ![](./Figures/Analogs5.png) @@ -328,7 +296,7 @@ Previous figure shows that the best Analog field corrspond to the observed field ``` down3 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, - criteria = "Local_cor", nAnalogs = 50, + criteria = "Local_cor", # nAnalogs = 50, obsVar = obsTAS, expVar = expTAS, region = region) ``` @@ -336,21 +304,18 @@ down3 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, In this case, when looking to a large scale pattern and also to local scale pattern the best analog for the first member is the 10th of October 2001: ``` -down3$data$dates[1,1] -[1] "2001-10-10 UTC" +down3$data$dates[3] +# [1] "10-10-2001" ``` ``` -agg_png("/esarchive/scratch/nperez/git/cstools/vignettes/Figures/Analogs6.png", - width = 800, height = 400, units = 'px',res = 144) PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list( - down3$data$field[1,,,1], SelBox(obsTAS$data[1,1,2,10,,], + down3$data$field[1,,], SelBox(obsTAS$data[1,1,2,10,,], lon = as.vector(obsTAS$lon), lat = as.vector(obsTAS$lat), region)$data), lon = down3$lon, lat = down3$lat, filled.continents = FALSE, titles = c('Analog TAS 15-10-2000', 'Obs TAS 10-10-2001'), - ncol = 2, nrow = 1) -dev.off() + ncol = 2, nrow = 1, widht = 10, height = 5) ``` ![](./Figures/Analogs6.png) @@ -359,9 +324,7 @@ Previous figure shows that the best Analog field corrspond to the observed field #### Downscaling using exp$data using excludeTime parameter -`ExludeTime` is set by default to Time_expL in order to find the same analog than -the day of interest. If there is some interest in excluding other dates should -be included in the argument 'excludeTime'. +`ExludeTime` is set by default to Time_expL in order to find the same analog than the day of interest. If there is some interest in excluding other dates should be included in the argument 'excludeTime'. ``` down4 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, @@ -372,5 +335,4 @@ down4 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, In this case, the best analog is still being 7th of October, 2005. - *Note: You can compute the anomalies values before applying the criterias (as in Yiou et al, 2013) using `CST_Anomaly` of CSTools package* diff --git a/vignettes/Figures/Analogs1.png b/vignettes/Figures/Analogs1.png index db966fd89c24e19585e72bce7ae9d761142eaad3..08ecfcfa4e3dad68c06df6579c6e4c10c2240924 100644 GIT binary patch literal 93021 zcmcG#by!tx^eqaA0wS$+N_Tf7A|M^o-Q5ivK_sQSr8}fMq`SKtq#LBpi{JU(d;UN7 zuIKS_yIp(jwcdBmF~=Bl?jSjtPe`wEUqeAbAxVgfDnLQK*oA_Ej(~>&?^G}@ae%)N zY{k_aprBCnp8r7S3+9~bjg4z{vnxb*Ue~opVqBWQ2r-;|%g8AH~Gbx4h3bgQ`N#Rmv+XJ7jOF%qFt6;{JZbrw$dv<8h?&*UPlo z|MMr<#?;hQ)tlV%EO3I$uou-VKBq+&8xtSD$@O%dL93z4bWB8EUS3ggqPyGpw;uu) 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z^t8SvnCV}E9*3=p zXdThNjMwjah#1Ckj`md?-VgtAi#f zb5>z=a}Cli`ACboa)z|+C6d240Y90baN*sr%TZxST1PIim(@$JGfsQy_WfKuscvt6 z|7%9Z;}zrE{5iTSy_>YZBJ)#IRTh!vTc{?o}Vl>ej#wfZMb)%Db)VHM6CA;p(97toTf>#?;9) z5myqV;Glc=n#Rf3D{|AFo!{!XHd2yA?tPtrbuE;uPe1mr`aNM=lwU}qXD~fgom%t! znU3=n?;GxZ8)kmZbL9Y9M|P*YN_dVZPH7%x#>*>VVxk(9Tq$_V%R44hMvlDLya6<) zk%;x-8tv1P%Rb1~vyCb(?j5g_vHOw%Q*aGLZZzi~bh?*q8lf)K44`+q-&rQ@O_!Ma zy3RAEudxTn)Rz@y8J2x}bctc%y2F);7l2Di=5s%(92 zqFHwqtF)Y7@DBZq0LiPd%)RmL>tffWNs_W=iO@ zN-~S+;Ny*J#oey6Fm%xSJe83KWAYir+2M)G`o0@!c=GnGLJR8G6vE|><QaEC0yH<@!abuw-4+oMK%Qlv4l>0xSfVJg-In{n-GX5hpDH!OpVO23HzzX&JqwYHP zfaLoU%Lyt$vqbvs9-Qm!f%Wxt>k$X$8v8u4*OCW|_BtB%ENjls**F!ylmGNyTkZ?c zv$uBsBuLS=z9WlWtq%gTg0sX15ON|c@c(`#0%yccZ?8X?_;H^J{38ZLT}2yJu5>r@ F{{ZFtjKBZ@ -- GitLab From 7bd27ccc448cdb0933b3054db120fd08843f08d4 Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Thu, 5 Jan 2023 14:33:27 +0100 Subject: [PATCH 2/7] Correct few format details --- vignettes/Analogs_vignette.Rmd | 34 +++++++++++++++++----------------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/vignettes/Analogs_vignette.Rmd b/vignettes/Analogs_vignette.Rmd index e7d4d9da..81954d27 100644 --- a/vignettes/Analogs_vignette.Rmd +++ b/vignettes/Analogs_vignette.Rmd @@ -58,21 +58,21 @@ There are 15 ensemble members available in the data set, 6 starting dates and 3 ``` exp1 <- lonlat_temp$exp -exp1$data <- exp1$data[,,1,1,,, drop = FALSE] +exp1$data <- exp1$data[, , 1, 1, , , drop = FALSE] exp1$Dates$start <- exp1$Dates$start[1] exp1$Dates$end <- exp1$Dates$end[1] down_1 <- CST_Analogs(expL = exp1, obsL = lonlat_temp$obs) exp2 <- lonlat_temp$exp -exp2$data <- exp2$data[,,1,2,,, drop = FALSE] +exp2$data <- exp2$data[, , 1, 2, , , drop = FALSE] exp2$Dates$start <- exp2$Dates$start[2] exp2$Dates$end <- exp2$Dates$end[2] down_2 <- CST_Analogs(expL = exp2, obsL = lonlat_temp$obs) exp3 = lonlat_temp$exp -exp3$data <- exp3$data[,,1,3,,, drop = FALSE] +exp3$data <- exp3$data[, , 1, 3, , , drop = FALSE] exp3$Dates$start <- exp3$Dates$start[3] exp3$Dates$end <- exp3$Dates$end[3] @@ -119,8 +119,8 @@ down$data$dates[1,15] The last command run concludes that the best analog of the ensemble 15 corresponding to the 1st of November 2000 is the 1st November 2004: ``` -PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list(down$data$fields[1,,,15], - lonlat_temp$obs$data[1,1,5,1,,]), nrow = 1, ncol = 2, +PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list(down$data$fields[1, , , 15], + lonlat_temp$obs$data[1, 1, 5, 1, , ]), nrow = 1, ncol = 2, lon = down$lon, lat = down$lat, filled.continents = FALSE, titles = c("Downscaled 2000-11-01", "Observed 2004-11-01"), units = 'T(K)', width = 7, height = 4) @@ -150,7 +150,7 @@ exp <- list(name = 'ECMWF_system4_m1', "$STORE_FREQ$_mean/$VAR_NAME$_*/$VAR_NAME$_$START_DATE$.nc")) obs <- list(name = 'ERA5', path = file.path("/esarchive/recon/ecmwf/era5/$STORE_FREQ$_mean/", - "$VAR_NAME$_f1h-r1440x721cds/$VAR_NAME$_$YEAR$$MONTH$.nc")) + "$VAR_NAME$_f1h-r1440x721cds/$VAR_NAME$_$YEAR$$MONTH$.nc")) expTAS <- CST_Load(var = 'tas', exp = list(exp), obs = NULL, sdates = '20001001', latmin = 22, latmax = 70, @@ -188,10 +188,10 @@ Loading the data using `CST_Load` allows to obtain two lists, one for the experi ``` dim(expTAS$data) # dataset member sdate ftime lat lon -# 1 15 1 1 193 521 +# 1 15 1 1 193 521 dim(obsTAS$data) # dataset member sdate ftime lat lon -# 1 1 7 31 193 521 +# 1 1 7 31 193 521 ``` @@ -221,15 +221,15 @@ Now, we can visualize the output: ``` PlotLayout(PlotEquiMap, c('lat', 'lon'), - var = list(expPSL$data[1,1,1,1,,], obsPSL$data[1,1,1,15,,], - obsPSL$data[1,1,6,7,,]), + var = list(expPSL$data[1, 1, 1, 1, , ], obsPSL$data[1, 1, 1, 15, , ], + obsPSL$data[1, 1, 6, 7, , ]), lon = obsPSL$lon, lat = obsPSL$lat, filled.continents = FALSE, titles = c('Exp PSL 15-10-2000','Obs PSL 15-10-2000', 'Obs PSL 7-10-2005'), toptitle = 'First member', ncol = 3, nrow = 1, width = 10, height = 4) PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list( - expTAS$data[1,1,1,1,,], obsTAS$data[1,1,1,15,,], - down1$data$field[1,,,1], obsTAS$data[1,1,6,7,,]), + expTAS$data[1, 1, 1, 1, , ], obsTAS$data[1, 1, 1, 15, , ], + down1$data$field[1, , , 1], obsTAS$data[1, 1, 6, 7, , ]), lon = obsTAS$lon, lat = obsTAS$lat, filled.continents = FALSE, titles = c('Exp TAS 15-10-2000', 'Obs TAS 15-10-2000', 'Analog TAS 15-10-2000', 'Obs TAS 7-10-2005'), @@ -251,8 +251,8 @@ The aim is to downscale the temperature simulation of the 15th of October 2000, ``` region <- c(lonmin = 0, lonmax = 5, latmin = 38.5, latmax = 40.5) -expPSL$data <- expPSL$data[1,1,1,1,,] -expTAS$data <- expTAS$data[1,1,1,1,,] +expPSL$data <- expPSL$data[1, 1, 1, 1, , ] +expTAS$data <- expTAS$data[1, 1, 1, 1, , ] down2 <- CST_Analogs(expL = expPSL, obsL = obsPSL, AnalogsInfo = TRUE, criteria = "Local_dist", # nAnalogs = 50, obsVar = obsTAS, expVar = expTAS, @@ -271,8 +271,8 @@ down2$data$dates[2] ``` library(ClimProjDiags) -var = list(expTAS$data, obsTAS$data[1,1,1,15,,], - down2$data$field[1,,], SelBox(obsTAS$data[1,1,2,13,,], +var = list(expTAS$data, obsTAS$data[1, 1, 1, 15, , ], + down2$data$field[1, , ], SelBox(obsTAS$data[1, 1, 2, 13, , ], lon = as.vector(obsTAS$lon), lat = as.vector(obsTAS$lat), region)$data) @@ -310,7 +310,7 @@ down3$data$dates[3] ``` PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list( - down3$data$field[1,,], SelBox(obsTAS$data[1,1,2,10,,], + down3$data$field[1, , ], SelBox(obsTAS$data[1, 1, 2, 10, , ], lon = as.vector(obsTAS$lon), lat = as.vector(obsTAS$lat), region)$data), lon = down3$lon, lat = down3$lat, filled.continents = FALSE, -- GitLab From 3e11d8ebd4f9edeec15f491c300e894ef78f5053 Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Thu, 5 Jan 2023 16:24:47 +0100 Subject: [PATCH 3/7] Correct typo --- vignettes/Analogs_vignette.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/Analogs_vignette.Rmd b/vignettes/Analogs_vignette.Rmd index 81954d27..436cd74d 100644 --- a/vignettes/Analogs_vignette.Rmd +++ b/vignettes/Analogs_vignette.Rmd @@ -315,7 +315,7 @@ PlotLayout(PlotEquiMap, c('lat', 'lon'), var = list( region)$data), lon = down3$lon, lat = down3$lat, filled.continents = FALSE, titles = c('Analog TAS 15-10-2000', 'Obs TAS 10-10-2001'), - ncol = 2, nrow = 1, widht = 10, height = 5) + ncol = 2, nrow = 1) ``` ![](./Figures/Analogs6.png) -- GitLab From 101432da69b18bb08cdcff19694cafdffe5c727f Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Mon, 9 Jan 2023 12:36:23 +0100 Subject: [PATCH 4/7] Improve initial checks in Analogs() and correct vignette text --- R/CST_Analogs.R | 124 +++++++++++++++++++++++---------- R/zzz.R | 11 +++ vignettes/Analogs_vignette.Rmd | 4 +- 3 files changed, 100 insertions(+), 39 deletions(-) diff --git a/R/CST_Analogs.R b/R/CST_Analogs.R index d32b110d..3c59a51b 100644 --- a/R/CST_Analogs.R +++ b/R/CST_Analogs.R @@ -140,15 +140,9 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, "as output by CSTools::CST_Load.") } if (!is.null(obsVar) && !inherits(obsVar, "s2dv_cube")) { - stop("Parameter 'expVar' must be of the class 's2dv_cube', ", + stop("Parameter 'obsVar' must be of the class 's2dv_cube', ", "as output by CSTools::CST_Load.") } - if (any(is.na(expL))) { - warning("Parameter 'expL' contains NA values.") - } - if (any(is.na(obsL))) { - warning("Parameter 'obsL' contains NA values.") - } if (any(names(dim(obsL$data)) %in% 'sdate')) { if (any(names(dim(obsL$data)) %in% 'ftime')) { obsL <- CST_MergeDims(obsL, c('ftime', 'sdate'), rename_dim = 'time') @@ -281,7 +275,7 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #' correlation, while for Large_dist criteria the best analog will be the day #' with minimum Euclidean distance). Set to FALSE to get a single analog, the #' best analog, for instance for downscaling. -#'@param criteria a character string indicating the criteria to be used for the +#'@param criteria A character string indicating the criteria to be used for the #' selection of analogs: #' \itemize{\item{Large_dist} minimum Euclidean distance in the large scale pattern; #' \item{Local_dist} minimum Euclidean distance in the large scale pattern @@ -289,11 +283,11 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #' \item{Local_cor} minimum Euclidean distance in the large scale pattern, #' minimum Euclidean distance in the local scale pattern and highest #' correlation in the local variable to downscale.} -#'@param lonVar a vector containing the longitude of parameter 'expVar'. -#'@param latVar a vector containing the latitude of parameter 'expVar'. -#'@param region a vector of length four indicating the minimum longitude, +#'@param lonVar A vector containing the longitude of parameter 'expVar'. +#'@param latVar A vector containing the latitude of parameter 'expVar'. +#'@param region A vector of length four indicating the minimum longitude, #' the maximum longitude, the minimum latitude and the maximum latitude. -#'@param nAnalogs number of Analogs to be selected to apply the criterias +#'@param nAnalogs Number of Analogs to be selected to apply the criterias #' 'Local_dist' or 'Local_cor'. This is not the necessary the number of analogs #' that the user can get, but the number of events with minimum distance in #' which perform the search of the best Analog. The default value for the @@ -302,10 +296,7 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #' NULL for 'Local_dist' and 'Local_cor' the default value will be set at the #' length of 'time_obsL'. If AnalogsInfo is FALSE the function returns just #' the best analog. -#'@param ncores the number of cores to use in parallel computation. -#'@import multiApply -#'@import abind -#'@importFrom ClimProjDiags SelBox Subset +#'@param ncores The number of cores to use in parallel computation. #' #'@return An array with the dowscaled values of the best analogs for the criteria #'selected. If 'AnalogsInfo' is set to TRUE it returns a list with an array @@ -412,6 +403,9 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #'downscale_field_exclude <- Analogs(expL = expSLP, obsL = obsSLP, #' time_obsL = time_obsSLP, time_expL = time_expSLP, #' excludeTime = excludeTime, AnalogsInfo = TRUE) +#'@import multiApply +#'@import abind +#'@importFrom ClimProjDiags SelBox Subset #'@export Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, lonL = NULL, latL = NULL, expVar = NULL, @@ -419,18 +413,75 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, excludeTime = NULL, lonVar = NULL, latVar = NULL, region = NULL, nAnalogs = NULL, AnalogsInfo = FALSE, ncores = NULL) { - if (!all(c('lon', 'lat') %in% names(dim(expL)))) { - stop("Parameter 'expL' must have the dimensions 'lat' and 'lon'.") + # Check inputs + # expL, obsL + if (!is.array(expL) || !is.numeric(expL)) { + stop("Parameter 'expL' must be a numeric array.") + } + if (!is.array(obsL) || !is.numeric(obsL)) { + stop("Parameter 'obsL' must be a numeric array.") } - if (!all(c('lat', 'lon') %in% names(dim(obsL)))) { - stop("Parameter 'obsL' must have the dimension 'lat' and 'lon'.") + obsdims <- names(dim(obsL)) + expdims <- names(dim(expL)) + if (is.null(expdims)) { + stop("Parameter 'expL' must have dimension names.") + } + if (is.null(obsdims)) { + stop("Parameter 'obsL' must have dimension names.") } if (any(is.na(expL))) { - warning("Parameter 'exp' contains NA values.") + warning("Parameter 'expL' contains NA values.") + } + if (any(is.na(obsL))) { + warning("Parameter 'obsL' contains NA values.") + } + if (!any(.KnownLonNames() %in% obsdims) | !any(.KnownLonNames() %in% expdims)) { + stop("Parameter 'expL' and 'obsL' must have longitudinal dimension.") } - if (any(is.na(obsL))) { - warning("Parameter 'obs' contains NA values.") + if (!any(.KnownLatNames() %in% obsdims) | !any(.KnownLatNames() %in% expdims)) { + stop("Parameter 'expL' and 'obsL' must have latitudinal dimension.") } + # criteria + if (!criteria %in% c('Large_dist', 'Local_dist', 'Local_cor')) { + stop("Parameter 'criteria' can only be: 'Large_dist', 'Local_dist' or 'Local_cor'.") + } + if (length(criteria) > 1) { + warning("Only first element of 'criteria' parameter will be used.") + criteria <- criteria[1] + } + # lonL, latL, lonVar, latVar + if (criteria == "Local_dist" | criteria == "Local_cor") { + if (is.null(lonL) | is.null(latL)) { + stop("Parameters 'lonL' and 'latL' cannot be NULL.") + } + if (!is.numeric(lonL) | !is.numeric(latL)) { + stop("Parameters 'lonL' and 'latL' must be numeric.") + } + if (!is.null(dim(lonL)) | !is.null(dim(latL))) { + if (length(dim(lonL)) == 1 & length(dim(latL)) == 1) { + lonL <- as.vector(lonL) + latL <- as.vector(latL) + } else { + stop("Parameters 'lonL' and 'latL' need to be a vector.") + } + } + } else if (criteria == "Local_cor") { + if (is.null(lonVar) | is.null(latVar)) { + stop("Parameters 'lonVar' and 'latVar' cannot be NULL.") + } + if (!is.numeric(lonVar) | !is.numeric(latVar)) { + stop("Parameters 'lonVar' and 'latVar' must be numeric.") + } + if (!is.null(dim(lonVar)) | !is.null(dim(latVar))) { + if (length(dim(lonVar)) == 1 & length(dim(latVar)) == 1) { + lonVar <- as.vector(lonVar) + latVar <- as.vector(latVar) + } else { + stop("Parameters 'lonVar' and 'latVar' need to be a vector.") + } + } + } + # expVar and obsVar if (!is.null(expVar) & is.null(obsVar)) { expVar <- NULL warning("Parameter 'expVar' is set to NULL as parameter 'obsVar', @@ -443,6 +494,7 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, if (!is.null(obsVar) & is.null(expVar) & criteria == "Local_cor") { stop("Parameter 'expVar' cannot be NULL.") } + # nAnalogs if (is.null(nAnalogs) & criteria != "Large_dist") { nAnalogs = length(time_obsL) warning("Parameter 'nAnalogs' is NULL and is set to the same length of", @@ -451,8 +503,12 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, if (is.null(nAnalogs) & criteria == "Large_dist") { nAnalogs <- 1 } + # time_obsL, time_expL + if (is.null(time_obsL)) { + stop("Parameter 'time_obsL' cannot be NULL.") + } if (is.null(time_expL)) { - stop("Parameter 'time_expL' cannot be NULL") + stop("Parameter 'time_expL' cannot be NULL.") } if (!inherits(time_obsL, "character")) { warning('imposing time_obsL to be a character') @@ -462,18 +518,17 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, warning('imposing time_expL to be a character') time_expL <- format(as.Date(time_expL), '%d-%m-%Y') } + # excludeTime if (!is.null(excludeTime)) { if (!inherits(excludeTime, "character")) { warning('imposing excludeTime to be a character') excludeTime <- format(as.Date(excludeTime),'%d-%m-%Y') } - } + } + # time_obsL if (is.null(time_obsL)) { stop("Parameter 'time_obsL' cannot be NULL") } - if (is.null(expL)) { - stop("Parameter 'expL' cannot be NULL") - } if (any(names(dim(obsL)) %in% 'ftime')) { if (any(names(dim(obsL)) %in% 'time')) { stop("Multiple temporal dimensions ('ftime' and 'time') found", @@ -699,7 +754,7 @@ Analogs <- function(expL, obsL, time_obsL, time_expL = NULL, res <- Apply(list(expL, obsL, obsVar), target_dims = list(c('lat', 'lon'), c('time','lat','lon'), c('time', 'lat', 'lon')), - fun = .analogs,time_obsL, + fun = .analogs, time_obsL, time_expL = time_expL, excludeTime = excludeTime, expVar = expVar, criteria = criteria, lonL = lonL, latL = latL, @@ -831,7 +886,7 @@ FindAnalog <- function(expL, obsL, time_obsL, expVar, obsVar, criteria, obsVar = obsVar, criteria = criteria, lonL = lonL, latL = latL, lonVar = lonVar, latVar = latVar, region = region)$position - metrics<- Select(expL = expL, obsL = obsL, expVar = expVar, + metrics <- Select(expL = expL, obsL = obsL, expVar = expVar, obsVar = obsVar, criteria = criteria, lonL = lonL, latL = latL, lonVar = lonVar, latVar = latVar, region = region)$metric.original @@ -844,7 +899,7 @@ FindAnalog <- function(expL, obsL, time_obsL, expVar, obsVar, criteria, if (all(!is.null(region), !is.null(lonVar), !is.null(latVar))) { if (is.null(obsVar)) { obsVar <- SelBox(obsL, lon = lonL, lat = latL, region = region)$data - expVar <- SelBox(expL, lon = lonL, lat = latL, region=region)$data + expVar <- SelBox(expL, lon = lonL, lat = latL, region = region)$data Analogs_fields <- Subset(obsVar, along = which(names(dim(obsVar)) == 'time'), indices = best) @@ -976,13 +1031,6 @@ BestAnalog <- function(position, nAnalogs = nAnalogs, AnalogsInfo = FALSE, Select <- function(expL, obsL, expVar = NULL, obsVar = NULL, criteria = "Large_dist", lonL = NULL, latL = NULL, lonVar = NULL, latVar = NULL, region = NULL) { - if (!is.null(lonL)) { - lonL <- as.vector(lonL) - } - if (!is.null(latL)) { - latL <- as.vector(latL) - } - names(dim(expL)) <- replace_repeat_dimnames(names(dim(expL)), names(dim(obsL))) metric1 <- Apply(list(obsL), target_dims = list(c('lat', 'lon')), diff --git a/R/zzz.R b/R/zzz.R index a30e8bfb..2910875b 100644 --- a/R/zzz.R +++ b/R/zzz.R @@ -163,3 +163,14 @@ GradientCatsColorBar <- function(nmap, brks = NULL, cols = NULL, vertical = TRUE } +.KnownLonNames <- function() { + known_lon_names <- c('lon', 'longitude', 'x', 'i', 'nav_lon') +} + +.KnownLatNames <- function() { + known_lat_names <- c('lat', 'latitude', 'y', 'j', 'nav_lat') +} + +.KnownTimeNames <- function() { + known_time_names <- c('time', 'ftime', 'sdate', 'sdates', 'syear', 'sweek', 'sday', 'leadtimes') +} diff --git a/vignettes/Analogs_vignette.Rmd b/vignettes/Analogs_vignette.Rmd index 436cd74d..b6a52f89 100644 --- a/vignettes/Analogs_vignette.Rmd +++ b/vignettes/Analogs_vignette.Rmd @@ -2,6 +2,8 @@ title: "Analogs based on large scale for downscaling" author: "M. Carmen Alvarez-Castro and M. del Mar Chaves-Montero (CMCC, Italy)" date: "November 2020" +revisor: "Eva RifĂ " +revision date: "January 2023" output: rmarkdown::html_vignette vignette: > %\VignetteEngine{knitr::knitr} @@ -54,7 +56,7 @@ dim(lonlat_temp$obs$data) dim(lonlat_temp$exp$data) head(lonlat_temp$exp$Dates$start) ``` -There are 15 ensemble members available in the data set, 6 starting dates and 3 forecast times, which refer to daily values in the month of November following starting dates on November 1st in the years 2010, 2011, 2012. +There are 15 ensemble members available in the `exp` data set, 6 starting dates and 3 forecast times, which refer to monthly values during 3 months following starting dates on November 1st in the years 2000, 2001, 2002, 2003, 2004 and 2005. ``` exp1 <- lonlat_temp$exp -- GitLab From c68c8ed8ec7f4879e9f6ceba076b8a2353a7bee2 Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Tue, 10 Jan 2023 11:40:09 +0100 Subject: [PATCH 5/7] Add test file for Analogs() function and update format documentation --- man/Analogs.Rd | 12 ++-- tests/testthat/test-CST_Analogs.R | 107 ++++++++++++++++++++++++++++++ 2 files changed, 113 insertions(+), 6 deletions(-) create mode 100644 tests/testthat/test-CST_Analogs.R diff --git a/man/Analogs.Rd b/man/Analogs.Rd index 72f40425..2cbdda25 100644 --- a/man/Analogs.Rd +++ b/man/Analogs.Rd @@ -55,7 +55,7 @@ function will be the analog of parameter 'expVar'.} \item{obsVar}{An array of N named dimensions containing the field of the same variable as the passed in parameter 'expVar' for the same region.} -\item{criteria}{a character string indicating the criteria to be used for the +\item{criteria}{A character string indicating the criteria to be used for the selection of analogs: \itemize{\item{Large_dist} minimum Euclidean distance in the large scale pattern; \item{Local_dist} minimum Euclidean distance in the large scale pattern @@ -71,14 +71,14 @@ analogs. It can be NULL but if expL is not a forecast (time_expL contained in time_obsL), by default time_expL will be removed during the search of analogs.} -\item{lonVar}{a vector containing the longitude of parameter 'expVar'.} +\item{lonVar}{A vector containing the longitude of parameter 'expVar'.} -\item{latVar}{a vector containing the latitude of parameter 'expVar'.} +\item{latVar}{A vector containing the latitude of parameter 'expVar'.} -\item{region}{a vector of length four indicating the minimum longitude, +\item{region}{A vector of length four indicating the minimum longitude, the maximum longitude, the minimum latitude and the maximum latitude.} -\item{nAnalogs}{number of Analogs to be selected to apply the criterias +\item{nAnalogs}{Number of Analogs to be selected to apply the criterias 'Local_dist' or 'Local_cor'. This is not the necessary the number of analogs that the user can get, but the number of events with minimum distance in which perform the search of the best Analog. The default value for the @@ -100,7 +100,7 @@ correlation, while for Large_dist criteria the best analog will be the day with minimum Euclidean distance). Set to FALSE to get a single analog, the best analog, for instance for downscaling.} -\item{ncores}{the number of cores to use in parallel computation.} +\item{ncores}{The number of cores to use in parallel computation.} } \value{ An array with the dowscaled values of the best analogs for the criteria diff --git a/tests/testthat/test-CST_Analogs.R b/tests/testthat/test-CST_Analogs.R new file mode 100644 index 00000000..b239b44a --- /dev/null +++ b/tests/testthat/test-CST_Analogs.R @@ -0,0 +1,107 @@ +context("CSTools::CST_Analogs tests") + +############################################## + +# dat1 +exp1 <- rnorm(1:20) +dim(exp1) <- c(lat = 4, lon = 5) + +obs1 <- c(rnorm(1:180), exp1 * 1.2) +dim(obs1) <- c(time = 10, lat = 4, lon = 5) + +time_obsL1 <- paste(rep("01", 10), rep("01", 10), 1994 : 2003, sep = "-") +time_expL1 <- "01-01-1994" +lon1 <- seq(0, 20, 5) +lat1 <- seq(0, 15, 4) +exp <- list(data = exp1, lat = lat1, lon = lon1) +obs <- list(data = obs1, lat = lat1, lon = lon1) +attr(exp, 'class') <- 's2dv_cube' +attr(obs, 'class') <- 's2dv_cube' + +############################################## +test_that("1. Input checks: CST_Analogs", { + # s2dv_cube + expect_error( + CST_Analogs(expL = 1, obsL = 1), + paste0("Parameter 'expL' and 'obsL' must be of the class 's2dv_cube', ", + "as output by CSTools::CST_Load.") + ) + expect_error( + CST_Analogs(expL = exp, obsL = obs, expVar = 1), + paste0("Parameter 'expVar' must be of the class 's2dv_cube', ", + "as output by CSTools::CST_Load.") + ) + expect_error( + CST_Analogs(expL = exp, obsL = obs, obsVar = 1), + paste0("Parameter 'obsVar' must be of the class 's2dv_cube', ", + "as output by CSTools::CST_Load.") + ) +}) + +############################################## +test_that("2. Input checks: Analogs", { + # expL, obsL + expect_error( + Analogs(expL = 1), + "Parameter 'expL' must be a numeric array." + ) + expect_error( + Analogs(expL = exp1, obsL = 1), + "Parameter 'obsL' must be a numeric array." + ) + expect_error( + Analogs(expL = array(1:10), obsL = obs1), + "Parameter 'expL' must have dimension names." + ) + expect_error( + Analogs(expL = exp1, obsL = array(1:10)), + "Parameter 'obsL' must have dimension names." + ) + exp$data[1, 2] <- NA + expect_warning( + Analogs(expL = exp$data, obsL = obs1, time_obsL = time_obsL1, + time_expL = time_expL1), + "Parameter 'expL' contains NA values." + ) + expect_error( + Analogs(expL = array(1:10, dim = c(time = 10)), obsL = obs1), + "Parameter 'expL' and 'obsL' must have longitudinal dimension." + ) + expect_error( + Analogs(expL = exp1, obsL = array(1:10, dim = c(lon = 10))), + "Parameter 'expL' and 'obsL' must have latitudinal dimension." + ) + # criteria + expect_error( + Analogs(expL = exp1, obsL = obs1, criteria = 1), + "Parameter 'criteria' can only be: 'Large_dist', 'Local_dist' or 'Local_cor'." + ) + # lonL, latL, lonVar, latVar + expect_error( + Analogs(expL = exp1, obsL = obs1, criteria = "Local_dist"), + "Parameters 'lonL' and 'latL' cannot be NULL." + ) + expect_error( + Analogs(expL = exp1, obsL = obs1, criteria = "Local_dist", lonL = 'a', latL = 'b'), + "Parameters 'lonL' and 'latL' must be numeric." + ) + expect_error( + Analogs(expL = exp1, obsL = obs1, criteria = "Local_cor", + lonL = array(1:10, dim = c(2,5)), latL = lat1), + "Parameters 'lonL' and 'latL' need to be a vector." + ) + suppressWarnings( + expect_error( + Analogs(expL = exp1, obsL = obs1, criteria = "Local_cor", lonL = lon1, + time_expL = time_expL1, time_obsL = NULL, latL = lat1), + "Parameter 'time_obsL' cannot be NULL." + ) + ) + suppressWarnings( + expect_error( + Analogs(expL = exp1, obsL = obs1, criteria = "Local_cor", lonL = lon1, + time_obsL = time_obsL1, latL = lat1), + "Parameter 'time_expL' cannot be NULL." + ) + ) +}) -- GitLab From c07ae8695ad6571b636e7fdbd77f3b9b59abbb5c Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Tue, 10 Jan 2023 12:15:21 +0100 Subject: [PATCH 6/7] Reduce computing time of test-CST_QuantileMapping() --- tests/testthat/test-CST_QuantileMapping.R | 38 ++++++++++------------- 1 file changed, 17 insertions(+), 21 deletions(-) diff --git a/tests/testthat/test-CST_QuantileMapping.R b/tests/testthat/test-CST_QuantileMapping.R index 70f1f749..35f35948 100644 --- a/tests/testthat/test-CST_QuantileMapping.R +++ b/tests/testthat/test-CST_QuantileMapping.R @@ -51,35 +51,31 @@ res3_2$data[1] <- 0 # dat4 exp4 <- lonlat_temp$exp -exp4$data <- exp4$data[,,1:4,,,] -dim(exp4$data) <- c(dataset = 1, member = 15, sdate = 4, ftime = 3, - lat = 22, lon = 53) obs4 <- lonlat_temp$obs -obs4$data <- obs4$data[,,1:4, ,,] -dim(obs4$data) <- c(dataset = 1, member = 1, sdate = 4, ftime = 3, - lat = 22, lon = 53) -exp_cor4 <- lonlat_temp$exp +exp4$data <- ClimProjDiags::Subset(exp4$data, c('member', 'lon', 'lat'), list(1:4, 1:4, 1:4)) +obs4$data <- ClimProjDiags::Subset(obs4$data, c('lon', 'lat'), list(1:4, 1:4)) +exp_cor4 <- exp4 exp_cor4$data <- exp_cor4$data[,,5:6,,,] -dim(exp_cor4$data) <- c(dataset = 1, member = 15, sdate = 2, ftime = 3, - lat = 22, lon = 53) + # dat5 -exp5 <- lonlat_temp$exp -obs5 <- lonlat_temp$obs +exp5 <- exp4 +obs5 <- obs4 + set.seed(1) res5 <- NULL -res5$data <- array(rnorm(length(exp5)), dim = c(member = 15, sdate = 6, - dataset = 1, ftime = 3, lat = 22, lon = 53)) +res5$data <- array(rnorm(length(exp5)), dim = c(member = 4, sdate = 6, + dataset = 1, ftime = 3, lat = 4, lon = 4)) class(res5) <- "s2dv_cube" res5_1 <- NULL -res5_1$data <- array(rnorm(length(res5_1)), dim = c(member = 15, ftime = 3, - dataset = 1, sdate = 6, lat = 22, lon = 53)) +res5_1$data <- array(rnorm(length(res5_1)), dim = c(member = 4, ftime = 3, + dataset = 1, sdate = 6, lat = 4, lon = 4)) class(res5_1) <- "s2dv_cube" # dat6 -exp6 <- lonlat_temp$exp -obs6 <- lonlat_temp$obs +exp6 <- exp4 +obs6 <- obs4 obs6$data <- s2dv::InsertDim(obs6$data, pos = 1, len = 4, name = 'window') obs6_1 <- obs6 @@ -91,7 +87,7 @@ exp6_1$data[1,,,1,1,1] <- NA exp_cor6_1 <- exp6_1 exp_cor6_1$data <- ClimProjDiags::Subset(exp_cor6_1$data, 'sdate', 1) exp_cor6_2 <- exp6 -exp_cor6_2$data <- ClimProjDiags::Subset(exp_cor6_2$data, 'member', 1:5) +exp_cor6_2$data <- ClimProjDiags::Subset(exp_cor6_2$data, 'member', 1:2) ############################################## @@ -200,7 +196,7 @@ test_that("4. dat6", { ) expect_equal( dim(CST_QuantileMapping(exp6, obs6_1, window_dim = 'window')$data), - c(member = 15, sdate = 6, dataset = 1, ftime = 3, lat = 22, lon = 53) + c(member = 4, sdate = 6, dataset = 1, ftime = 3, lat = 4, lon = 4) ) expect_equal( sum(is.na(CST_QuantileMapping(exp6_1, obs6_1, exp_cor = exp_cor6_1, window_dim = 'window', na.rm = TRUE)$data)), @@ -208,10 +204,10 @@ test_that("4. dat6", { ) expect_equal( dim(CST_QuantileMapping(exp6, obs6_1, exp_cor6_1, window_dim = 'window', na.rm = T)$data), - c(member = 15, sdate = 1, dataset = 1, ftime = 3, lat = 22, lon = 53) + c(member = 4, sdate = 1, dataset = 1, ftime = 3, lat = 4, lon = 4) ) expect_equal( dim(CST_QuantileMapping(exp6, obs6_1, exp_cor6_2, window_dim = 'window')$data), - c(member = 5, sdate = 6, dataset = 1, ftime = 3, lat = 22, lon = 53) + c(member = 2, sdate = 6, dataset = 1, ftime = 3, lat = 4, lon = 4) ) }) -- GitLab From e6a37ef457ea59efc618aa8c8ddf1701aea2ad18 Mon Sep 17 00:00:00 2001 From: Eva Rifa Date: Tue, 10 Jan 2023 12:28:08 +0100 Subject: [PATCH 7/7] Correct a few things in format documentation --- R/CST_Analogs.R | 34 +++++++++++++++++----------------- man/Analogs.Rd | 34 +++++++++++++++++----------------- 2 files changed, 34 insertions(+), 34 deletions(-) diff --git a/R/CST_Analogs.R b/R/CST_Analogs.R index 3c59a51b..c13fb4a1 100644 --- a/R/CST_Analogs.R +++ b/R/CST_Analogs.R @@ -304,14 +304,14 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #''metric' and 'dates'. #' #'@examples -#'# Example 1:Downscaling using criteria 'Large_dist' and a single variable: +#'# Example 1: Downscaling using criteria 'Large_dist' and a single variable: #'expSLP <- rnorm(1:20) #'dim(expSLP) <- c(lat = 4, lon = 5) #'obsSLP <- c(rnorm(1:180), expSLP * 1.2) #'dim(obsSLP) <- c(time = 10, lat = 4, lon = 5) #'time_obsSLP <- paste(rep("01", 10), rep("01", 10), 1994 : 2003, sep = "-") #'downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, -#' time_obsL = time_obsSLP,time_expL = "01-01-1994") +#' time_obsL = time_obsSLP,time_expL = "01-01-1994") #' #'# Example 2: Downscaling using criteria 'Large_dist' and 2 variables: #'obs.pr <- c(rnorm(1:200) * 0.001) @@ -319,20 +319,20 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #'downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, obsVar = obs.pr, #' time_obsL = time_obsSLP, time_expL = "01-01-1994") #' -#'# Example 3:List of best Analogs using criteria 'Large_dist' and a single +#'# Example 3: List of best Analogs using criteria 'Large_dist' and a single #'obsSLP <- c(rnorm(1:1980), expSLP * 1.5) #'dim(obsSLP) <- c(lat = 4, lon = 5, time = 100) #'time_obsSLP <- paste(rep("01", 100), rep("01", 100), 1920 : 2019, sep = "-") #'downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, time_obsSLP, -#' nAnalogs = 5, time_expL = "01-01-2003", -#' AnalogsInfo = TRUE, excludeTime = "01-01-2003") +#' nAnalogs = 5, time_expL = "01-01-2003", +#' AnalogsInfo = TRUE, excludeTime = "01-01-2003") #' -#'# Example 4:List of best Analogs using criteria 'Large_dist' and 2 variables: +#'# Example 4: List of best Analogs using criteria 'Large_dist' and 2 variables: #'obsSLP <- c(rnorm(1:180), expSLP * 2) #'dim(obsSLP) <- c(lat = 4, lon = 5, time = 10) #'time_obsSLP <- paste(rep("01", 10), rep("01", 10), 1994 : 2003, sep = "-") #'downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, obsVar = obs.pr, -#' time_obsL = time_obsSLP,nAnalogs=5, +#' time_obsL = time_obsSLP, nAnalogs = 5, #' time_expL = "01-10-2003", AnalogsInfo = TRUE) #' #'# Example 5: Downscaling using criteria 'Local_dist' and 2 variables: @@ -361,18 +361,18 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #'# Example 8: Downscaling using criteria 'Local_cor' and 2 variables: #'exp.pr <- c(rnorm(1:20) * 0.001) #'dim(exp.pr) <- dim(expSLP) -#'Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP,time_obsL = time_obsSLP, +#'Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, #' obsVar = obs.pr, expVar = exp.pr, #' criteria = "Local_cor", lonL = seq(-1, 5, 1.5), #' time_expL = "01-10-2000", latL = seq(30, 35, 1.5), #' lonVar = seq(-1, 5, 1.5), latVar = seq(30, 35, 1.5), #' nAnalogs = 8, region = region, AnalogsInfo = FALSE) -#'# same but without imposing nAnalogs,so nAnalogs will be set by default as 10 -#'Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP,time_obsL = time_obsSLP, +#'# same but without imposing nAnalogs, so nAnalogs will be set by default as 10 +#'Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, #' obsVar = obs.pr, expVar = exp.pr, #' lonVar = seq(-1, 5, 1.5), latVar = seq(30, 35, 1.5), #' criteria = "Local_cor", lonL = seq(-1,5,1.5), -#' time_expL = "01-10-2000", latL =seq(30, 35, 1.5), +#' time_expL = "01-10-2000", latL = seq(30, 35, 1.5), #' region = region, AnalogsInfo = TRUE) #' #'#'Example 9: List of best analogs in the three criterias Large_dist, @@ -382,13 +382,13 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #'Local_scale <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, #' time_expL = "01-10-2000", criteria = "Local_dist", #' lonL = seq(-1, 5, 1.5), latL = seq(30, 35, 1.5), -#' nAnalogs = 7,region = region, AnalogsInfo = TRUE) -#'Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP,time_obsL = time_obsSLP, +#' nAnalogs = 7, region = region, AnalogsInfo = TRUE) +#'Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, #' obsVar = obsSLP, expVar = expSLP, -#' time_expL = "01-10-2000",criteria = "Local_cor", +#' time_expL = "01-10-2000", criteria = "Local_cor", #' lonL = seq(-1, 5, 1.5), latL = seq(30, 35, 1.5), #' lonVar = seq(-1, 5, 1.5), latVar = seq(30, 35, 1.5), -#' nAnalogs = 7,region = region, +#' nAnalogs = 7, region = region, #' AnalogsInfo = TRUE) #'#Example 10: Downscaling using criteria 'Large_dist' and a single variable, #'# more than 1 sdate: @@ -401,8 +401,8 @@ CST_Analogs <- function(expL, obsL, expVar = NULL, obsVar = NULL, region = NULL, #'excludeTime <- c("01-01-2003", "01-01-2003") #'dim(excludeTime) <- c(sdate = 2) #'downscale_field_exclude <- Analogs(expL = expSLP, obsL = obsSLP, -#' time_obsL = time_obsSLP, time_expL = time_expSLP, -#' excludeTime = excludeTime, AnalogsInfo = TRUE) +#' time_obsL = time_obsSLP, time_expL = time_expSLP, +#' excludeTime = excludeTime, AnalogsInfo = TRUE) #'@import multiApply #'@import abind #'@importFrom ClimProjDiags SelBox Subset diff --git a/man/Analogs.Rd b/man/Analogs.Rd index 2cbdda25..b335a929 100644 --- a/man/Analogs.Rd +++ b/man/Analogs.Rd @@ -139,14 +139,14 @@ the large and local scale in based of the observations. The function is an adapted version of the method of Yiou et al 2013. } \examples{ -# Example 1:Downscaling using criteria 'Large_dist' and a single variable: +# Example 1: Downscaling using criteria 'Large_dist' and a single variable: expSLP <- rnorm(1:20) dim(expSLP) <- c(lat = 4, lon = 5) obsSLP <- c(rnorm(1:180), expSLP * 1.2) dim(obsSLP) <- c(time = 10, lat = 4, lon = 5) time_obsSLP <- paste(rep("01", 10), rep("01", 10), 1994 : 2003, sep = "-") downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, - time_obsL = time_obsSLP,time_expL = "01-01-1994") + time_obsL = time_obsSLP,time_expL = "01-01-1994") # Example 2: Downscaling using criteria 'Large_dist' and 2 variables: obs.pr <- c(rnorm(1:200) * 0.001) @@ -154,20 +154,20 @@ dim(obs.pr) <- dim(obsSLP) downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, obsVar = obs.pr, time_obsL = time_obsSLP, time_expL = "01-01-1994") -# Example 3:List of best Analogs using criteria 'Large_dist' and a single +# Example 3: List of best Analogs using criteria 'Large_dist' and a single obsSLP <- c(rnorm(1:1980), expSLP * 1.5) dim(obsSLP) <- c(lat = 4, lon = 5, time = 100) time_obsSLP <- paste(rep("01", 100), rep("01", 100), 1920 : 2019, sep = "-") downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, time_obsSLP, - nAnalogs = 5, time_expL = "01-01-2003", - AnalogsInfo = TRUE, excludeTime = "01-01-2003") + nAnalogs = 5, time_expL = "01-01-2003", + AnalogsInfo = TRUE, excludeTime = "01-01-2003") -# Example 4:List of best Analogs using criteria 'Large_dist' and 2 variables: +# Example 4: List of best Analogs using criteria 'Large_dist' and 2 variables: obsSLP <- c(rnorm(1:180), expSLP * 2) dim(obsSLP) <- c(lat = 4, lon = 5, time = 10) time_obsSLP <- paste(rep("01", 10), rep("01", 10), 1994 : 2003, sep = "-") downscale_field <- Analogs(expL = expSLP, obsL = obsSLP, obsVar = obs.pr, - time_obsL = time_obsSLP,nAnalogs=5, + time_obsL = time_obsSLP, nAnalogs = 5, time_expL = "01-10-2003", AnalogsInfo = TRUE) # Example 5: Downscaling using criteria 'Local_dist' and 2 variables: @@ -196,18 +196,18 @@ Local_scale <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, # Example 8: Downscaling using criteria 'Local_cor' and 2 variables: exp.pr <- c(rnorm(1:20) * 0.001) dim(exp.pr) <- dim(expSLP) -Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP,time_obsL = time_obsSLP, +Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, obsVar = obs.pr, expVar = exp.pr, criteria = "Local_cor", lonL = seq(-1, 5, 1.5), time_expL = "01-10-2000", latL = seq(30, 35, 1.5), lonVar = seq(-1, 5, 1.5), latVar = seq(30, 35, 1.5), nAnalogs = 8, region = region, AnalogsInfo = FALSE) -# same but without imposing nAnalogs,so nAnalogs will be set by default as 10 -Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP,time_obsL = time_obsSLP, +# same but without imposing nAnalogs, so nAnalogs will be set by default as 10 +Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, obsVar = obs.pr, expVar = exp.pr, lonVar = seq(-1, 5, 1.5), latVar = seq(30, 35, 1.5), criteria = "Local_cor", lonL = seq(-1,5,1.5), - time_expL = "01-10-2000", latL =seq(30, 35, 1.5), + time_expL = "01-10-2000", latL = seq(30, 35, 1.5), region = region, AnalogsInfo = TRUE) #'Example 9: List of best analogs in the three criterias Large_dist, @@ -217,13 +217,13 @@ Large_scale <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, Local_scale <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, time_expL = "01-10-2000", criteria = "Local_dist", lonL = seq(-1, 5, 1.5), latL = seq(30, 35, 1.5), - nAnalogs = 7,region = region, AnalogsInfo = TRUE) -Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP,time_obsL = time_obsSLP, + nAnalogs = 7, region = region, AnalogsInfo = TRUE) +Local_scalecor <- Analogs(expL = expSLP, obsL = obsSLP, time_obsL = time_obsSLP, obsVar = obsSLP, expVar = expSLP, - time_expL = "01-10-2000",criteria = "Local_cor", + time_expL = "01-10-2000", criteria = "Local_cor", lonL = seq(-1, 5, 1.5), latL = seq(30, 35, 1.5), lonVar = seq(-1, 5, 1.5), latVar = seq(30, 35, 1.5), - nAnalogs = 7,region = region, + nAnalogs = 7, region = region, AnalogsInfo = TRUE) #Example 10: Downscaling using criteria 'Large_dist' and a single variable, # more than 1 sdate: @@ -236,8 +236,8 @@ time_expSLP <- paste(rep("01", 2), rep("01", 2), 1994 : 1995, sep = "-") excludeTime <- c("01-01-2003", "01-01-2003") dim(excludeTime) <- c(sdate = 2) downscale_field_exclude <- Analogs(expL = expSLP, obsL = obsSLP, - time_obsL = time_obsSLP, time_expL = time_expSLP, - excludeTime = excludeTime, AnalogsInfo = TRUE) + time_obsL = time_obsSLP, time_expL = time_expSLP, + excludeTime = excludeTime, AnalogsInfo = TRUE) } \references{ Yiou, P., T. Salameh, P. Drobinski, L. Menut, R. Vautard, -- GitLab