From 277312c042c55120569b5ad6c75ffcf9b30fdc2e Mon Sep 17 00:00:00 2001 From: ogr013 Date: Thu, 5 Sep 2024 10:28:12 +1000 Subject: [PATCH] Include non constant outer radius. --- .RData | Bin 0 -> 2595 bytes .Rbuildignore.bak | 13 + .Rhistory | 512 ++++++++++++++++++ DESCRIPTION | 4 +- NAMESPACE | 1 + NEWS.md | 1 + R/RcppExports.R | 30 +- R/WindHazaRds.R | 268 +++++++-- TCHazaRds_ACS.Rproj | 2 +- inst/extdata/tuningParams/defult_params.csv | 35 +- .../tuningParams/defult_params.csv.bak | 19 + man/DoubleHollandPressureProfile.Rd | 4 +- man/DoubleHollandPressureProfilePi.Rd | 4 +- man/DoubleHollandWindProfile.Rd | 4 +- man/DoubleHollandWindProfilePi.Rd | 4 +- man/NewHollandWindProfile.Rd | 4 +- man/NewHollandWindProfilePi.Rd | 4 +- man/TCProfilePts.Rd | 1 + man/predict_rmax.Rd | 28 + man/rMax175ms_solver.Rd | 28 + man/rMax2_modelsR.Rd | 30 + man/update_Track.Rd | 25 +- src/RcppExports.cpp | 54 +- src/RcppExports.o | Bin 1019285 -> 167454 bytes src/TCHazaRds.cpp | 45 +- src/TCHazaRds.dll | 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/dev/null +++ b/.Rbuildignore.bak @@ -0,0 +1,13 @@ +^.*\.Rproj$ +^\.Rproj\.user$ +^LICENSE$ +^cran-comments.md$ +^NEWS.md$ +^\.git$ +^OGradyEtAl2023windData.zip$ +^TCHazaRd_logo.png$ +^doc$ +^Meta$ +^CRAN-SUBMISSION$ +^\\.github$ +^\.github$ diff --git a/.Rhistory b/.Rhistory new file mode 100644 index 0000000..fc37e55 --- /dev/null +++ b/.Rhistory @@ -0,0 +1,512 @@ +devtools::check_win_devel() +devtools::check_win_devel() +devtools::submit_cran() +devtools::submit_cran() +library(TCHazaRds) +remove.packages("TCHazaRds") +install.packages("TCHazards") +install.packages("TCHazaRds") +require(TCHazaRds) +help(TCHazaRds) +version(TCHazaRds) +version(TCHazaRds) +paramsTable = read.csv(system.file("extdata/tuningParams/defult_params.csv",package = "TCHazaRds")) +paramsTable +remove.packages("TCHazaRds") +install.packages("TCHazaRds") +paramsTable = read.csv(system.file("extdata/tuningParams/defult_params.csv",package = "TCHazaRds")) +paramsTable +require(TCHazaRds) +?TCHazaRdsWindFields +require(TCHazaRds) +require(terra) +dem <- rast(system.file("extdata/DEMs/YASI_dem.tif", package="TCHazaRds")) +land <- dem; land[land > 0] = 0 +inland_proximity = distance(land,target = 0) +GEO_land = land_geometry(dem,inland_proximity) +TCi = vect(cbind(c(154,154),c(-26.1,-26)),"lines",crs="epsg:4283") #track line segment +TCi$PRES = 950 +TCi$RMAX = 40 +TCi$VMAX = 60 +TCi$B = 1.4 +TCi$ISO_TIME = "2022-10-04 20:00:00" +TCi$LON = geom(TCi)[1,3] +TCi$LAT = geom(TCi)[1,4] +TCi$STORM_SPD = perim(TCi)/(3*3600) #m/s +TCi$thetaFm = 90-returnBearing(TCi) +#OR +TC <- vect(system.file("extdata/YASI/YASI.shp", package="TCHazaRds")) +TC$PRES <- TC$BOM_PRES +plot(dem);lines(TC,lwd = 4,col=2) +paramsTable = read.csv(system.file("extdata/tuningParams/defult_params.csv",package = "TCHazaRds")) +#calculate the wind hazard +outdate = seq(strptime(TC$ISO_TIME[44],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[46],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*3) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +plot(max(HAZi$Hs)) +HAZi$Hs +HAZi +plot(max(HAZi$Hs0)) +outdate = seq(strptime(TC$ISO_TIME[42],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[46],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*3) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +plot(max(HAZi$Hs0)) +outdate = seq(strptime(TC$ISO_TIME[41],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[46],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*1) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +plot(max(HAZi$Hs0)) +plot(max(HAZi$Hs0),col = rainbow(16)) +boundary_raster <- boundaries(dem, type="inner") +boundaries(dem) +as.points(boundaries(dem)) +plot(as.points(boundaries(dem))) +?boundaries +boundaries(dem,type='inner') +boundaries(dem) +plot(boundaries(dem)) +plot(boundaries(dem), type='inner') +plot(boundaries(dem, type='inner')) +boundaries(dem, type='inner') +boundaries(x = dem, type='inner') +dem +boundary_raster <- as.points(as.polygons((dem, dissolve = FALSE)) +boundary_raster <- as.points(as.polygons(dem, dissolve = FALSE)) +plot(boundary_raster) +terra::points +terra::click(6) +?terra::click +terra::click(n=6) +vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"lines") +boundary_points = vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"points") +extract(dem,boundary_points) +?extract(dem,boundary_points) +extract(dem,boundary_points,bind=TRUE) +boundary_points$node_id = 0:5 +inland_proximity = rep(0,length(dem_v)) +dem_v = extract(dem,boundary_points,bind=TRUE) +boundary_points = vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"points") +boundary_points$node_id = 0:5 +dem_v = extract(dem,boundary_points,bind=TRUE) +inland_proximity = rep(0,length(dem_v)) +dem_v +inland_proximity = rep(0,length(dem_v)) +GEO_land = land_geometry(dem,inland_proximity) +GEO_land = land_geometry(dem_v,inland_proximity) +land_geometry +ge = geom(boundary_points) +ge +dem <- rast(system.file("extdata/DEMs/YASI_dem.tif", package="TCHazaRds")) +land <- dem; land[land > 0] = 0 +inland_proximity = distance(land,target = 0) +GEO_land = land_geometry(dem,inland_proximity) +GEO_land +GEO_land$inlandD +plot(GEO_land$inlandD) +minmax(GEO_land$inlandD) +is.na(GEO_land$inlandD) +plot(GEO_land$dem) +boundary_points = vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"points") +boundary_points$node_id = 0:5 +dem_v = extract(dem,boundary_points,bind=TRUE) +inland_proximity = rep(0,length(dem_v)) +GEO_land = boundary_points +GEO_land$dem = NA +ge = geom(boundary_points) +GEO_land$lons = ge[,3] +GEO_land$lats = ge[,4] +GEO_land$slope = NA +GEO_land$aspect = NA +GEO_land$inlandD = NA +wearth <- pi*(1.0 / 24.0) / 1800.0 +GEO_land$f = 2*wearth*sin(ge[,4]*pi / 180.0) +GEO_land +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +traceback() +values(GEO_land$lons) +GEO_land$lons +HAZi +extract(HAZi,boundary_points,bind=TRUE) +bound_l = extract(HAZi,boundary_points,bind=TRUE) +plot(bound_l[[1]]m"Hm0") +plot(bound_l[[1]],"Hm0") +plot(bound_l[[6]],"Hm0") +plot(bound_l[[6]]) +a = bound_l[[6]] +plot(a) +a +plot(a,"Hs0") +outdate = seq(strptime(TC$ISO_TIME[41],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[45],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*1) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +bound_l = extract(HAZi,boundary_points,bind=TRUE) +bound_l +outdate = seq(strptime(TC$ISO_TIME[41],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[44],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*1) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +outdate = seq(strptime(TC$ISO_TIME[41],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[45],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*1) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +require(TCHazaRds) +require(terra) +dem <- rast(system.file("extdata/DEMs/YASI_dem.tif", package="TCHazaRds")) +land <- dem; land[land > 0] = 0 +inland_proximity = distance(land,target = 0) +GEO_land = land_geometry(dem,inland_proximity) +TCi = vect(cbind(c(154,154),c(-26.1,-26)),"lines",crs="epsg:4283") #track line segment +TCi$PRES = 950 +TCi$RMAX = 40 +TCi$VMAX = 60 +TCi$B = 1.4 +TCi$ISO_TIME = "2022-10-04 20:00:00" +TCi$LON = geom(TCi)[1,3] +TCi$LAT = geom(TCi)[1,4] +TCi$STORM_SPD = perim(TCi)/(3*3600) #m/s +TCi$thetaFm = 90-returnBearing(TCi) +#OR +TC <- vect(system.file("extdata/YASI/YASI.shp", package="TCHazaRds")) +TC$PRES <- TC$BOM_PRES +plot(dem);lines(TC,lwd = 4,col=2) +paramsTable = read.csv(system.file("extdata/tuningParams/defult_params.csv",package = "TCHazaRds")) +#calculate the wind hazard +outdate = seq(strptime(TC$ISO_TIME[41],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[44],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*1) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +plot(max(HAZi$Hs0),col = rainbow(16)) +#### +boundary_points = vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"points") +boundary_points$node_id = 0:5 +bound_l = extract(HAZi,boundary_points,bind=TRUE) +bound_l +outdate +coords <- crds(boundary_points) +coords +HAZi +longnames(HAZi) +units(HAZi) +bound_l[[6]] +values(bound_l[[6]]) +pwd() +getwd() +# Define dimensions +require(ncdf4) +node_dim <- ncdim_def(name = "node", units = "-", vals = boundary_points$node_id) +time_dim <- ncdim_def(name = "time", units = "seconds since 1970-01-01 00:00:00", +vals = as.numeric(as.POSIXct(outdate, origin="1970-01-01"))) +lon_dim <- ncvar_def(name = "lon", units = "degrees_east", dim = list(node_dim),missval = -999,longname = "Longitude") +lat_dim <- ncvar_def(name = "lat", units = "degrees_north",dim = list(node_dim),missval = -999,longname = "Latitude") +Hs0_var <- ncvar_def(name = "Hs0",units = "m",dim = c(node_dim,time_dim),longname = "Deep_water_significant_wave_height") +Hs0_var <- ncvar_def(name = "Hs0",units = "m",dim = list(node_dim,time_dim),longname = "Deep_water_significant_wave_height") +Tp0_var <- ncvar_def(name = "Tp0",units = "s",dim = list(node_dim,time_dim),longname = "peak_period") +Dp0_var <- ncvar_def(name = "Dp0",units = "deg",dim = list(node_dim,time_dim),longname = "peak_wave_direction") +nc_file <- nc_create("c:/Users/ogr013/Downloads/boundary_output.nc", list(Hs0_var, Tp0_var, Dp0_var)) +ncvar_put(nc_file, Hs0_var, values(bound_l[[6]])) +boundary_points$node_id +Hs0_values <- as.matrix(values(bound_l[[6]])[, -1]) # Exclude node_id column +Hs0_values +Hs0_values <- as.matrix(values(bound_l[[6]])[, -1]) # Exclude node_id column +ncvar_put(nc_file, Hs0_var, Hs0_values) +Hs0_values <- as.matrix(values(bound_l[[6]])[, -1]) # Exclude node_id column +Tp0_values <- as.matrix(values(bound_l[[7]])[, -1]) # Exclude node_id column +Dp0_values <- as.matrix(values(bound_l[[8]])[, -1]) # Exclude node_id column +node_dim <- ncdim_def(name = "node", units = "-", vals = boundary_points$node_id) +time_dim <- ncdim_def(name = "time", units = "seconds since 1970-01-01 00:00:00", +vals = as.numeric(as.POSIXct(outdate, origin="1970-01-01"))) +lon_dim <- ncvar_def(name = "lon", units = "degrees_east", dim = list(node_dim),missval = -999,longname = "Longitude") +lat_dim <- ncvar_def(name = "lat", units = "degrees_north",dim = list(node_dim),missval = -999,longname = "Latitude") +Hs0_var <- ncvar_def(name = "Hs0",units = "m",dim = list(node_dim,time_dim),longname = "Deep_water_significant_wave_height") +Tp0_var <- ncvar_def(name = "Tp0",units = "s",dim = list(node_dim,time_dim),longname = "peak_period") +Dp0_var <- ncvar_def(name = "Dp0",units = "deg",dim = list(node_dim,time_dim),longname = "peak_wave_direction") +nc_file <- nc_create("c:/Users/ogr013/Downloads/boundary_output.nc", list(Hs0_var, Tp0_var, Dp0_var)) +Hs0_values <- as.matrix(values(bound_l[[6]])[, -1]) # Exclude node_id column +Tp0_values <- as.matrix(values(bound_l[[7]])[, -1]) # Exclude node_id column +Dp0_values <- as.matrix(values(bound_l[[8]])[, -1]) # Exclude node_id column +ncvar_put(nc_file, Hs0_var, Hs0_values) +ncvar_put(nc_file, Tp0_var, Tp0_values) +ncvar_put(nc_file, Dp0_var, Dp0_values) +nc_close(nc_file) +#### +boundary_points = vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"points") +boundary_points$node_id = 0:5 +bound_l = extract(HAZi,boundary_points,bind=TRUE) +coords <- crds(boundary_points) +# Define dimensions +# Load required libraries +require(ncdf4) +require(terra) +# Define dimensions +node_dim <- ncdim_def(name = "node", units = "-", vals = boundary_points$node_id) +time_dim <- ncdim_def(name = "time", units = "seconds since 1970-01-01 00:00:00", +vals = as.numeric(as.POSIXct(outdate, origin="1970-01-01"))) +# Define coordinate variables +lon_var <- ncvar_def(name = "lon", units = "degrees_east", dim = list(node_dim), +missval = -999, longname = "Longitude", prec = "double") +lat_var <- ncvar_def(name = "lat", units = "degrees_north", dim = list(node_dim), +missval = -999, longname = "Latitude", prec = "double") +# Define wave variables according to SCHISM-WWM conventions +Hs0_var <- ncvar_def(name = "Hs0", units = "m", dim = list(node_dim, time_dim), +longname = "Deep_water_significant_wave_height", prec = "double") +Tp0_var <- ncvar_def(name = "Tp0", units = "s", dim = list(node_dim, time_dim), +longname = "Peak_wave_period", prec = "double") +Dp0_var <- ncvar_def(name = "Dp0", units = "deg", dim = list(node_dim, time_dim), +longname = "Peak_wave_direction", prec = "double") +# Create the NetCDF file +nc_file <- nc_create("c:/Users/ogr013/Downloads/boundary_output.nc", +list(lon_var, lat_var, Hs0_var, Tp0_var, Dp0_var)) +# Add data to the NetCDF file +Hs0_values <- as.matrix(values(bound_l[[6]])[, -1]) # Exclude node_id column +Tp0_values <- as.matrix(values(bound_l[[7]])[, -1]) # Exclude node_id column +Dp0_values <- as.matrix(values(bound_l[[8]])[, -1]) # Exclude node_id column +# Write the coordinate data +ncvar_put(nc_file, lon_var, coords[, 1]) # Longitude +ncvar_put(nc_file, lat_var, coords[, 2]) # Latitude +# Write the wave data +ncvar_put(nc_file, Hs0_var, Hs0_values) +ncvar_put(nc_file, Tp0_var, Tp0_values) +ncvar_put(nc_file, Dp0_var, Dp0_values) +# Add global attributes +ncatt_put(nc_file, 0, "title", "SCHISM-WWM Boundary Wave Input") +ncatt_put(nc_file, 0, "institution", "CSIRO Enviromnet") +ncatt_put(nc_file, 0, "source", "Generated by R using the TCHazaRds and ncdf4 packages") +ncatt_put(nc_file, 0, "history", paste("Created on", Sys.Date())) +nc_close(nc_file) +nc = nc_open("c:/Users/ogr013/Downloads/boundary_output.nc") +nc +plot(Hazi$Hs0) +plot(HAZi$Hs0) +plot(HAZi$Hs0,col = rainbow(16)) +?TCHazaRdsWindFields +plot(HAZi$Hs0,col = rainbow(16)) +plot(max(HAZi$Hs0),col = rainbow(16)) +plot(max(HAZi$Hs0),col = rainbow(16),main = "maximum Hs0 over the simulation") +require(TCHazaRds) +require(terra) +dem <- rast(system.file("extdata/DEMs/YASI_dem.tif", package="TCHazaRds")) +land <- dem; land[land > 0] = 0 +inland_proximity = distance(land,target = 0) +GEO_land = land_geometry(dem,inland_proximity) +TCi = vect(cbind(c(154,154),c(-26.1,-26)),"lines",crs="epsg:4283") #track line segment +TCi$PRES = 950 +TCi$RMAX = 40 +TCi$VMAX = 60 +TCi$B = 1.4 +TCi$ISO_TIME = "2022-10-04 20:00:00" +TCi$LON = geom(TCi)[1,3] +TCi$LAT = geom(TCi)[1,4] +TCi$STORM_SPD = perim(TCi)/(3*3600) #m/s +TCi$thetaFm = 90-returnBearing(TCi) +#OR +TC <- vect(system.file("extdata/YASI/YASI.shp", package="TCHazaRds")) +TC$PRES <- TC$BOM_PRES +plot(dem);lines(TC,lwd = 4,col=2) +paramsTable = read.csv(system.file("extdata/tuningParams/defult_params.csv",package = "TCHazaRds")) +outdate = seq(strptime(TC$ISO_TIME[41],"%Y-%m-%d %H:%M:%S",tz="UTC"), +strptime(TC$ISO_TIME[44],"%Y-%m-%d %H:%M:%S",tz="UTC"), +3600*1) +HAZi = TCHazaRdsWindFields(outdate=outdate,GEO_land=GEO_land,TC=TC,paramsTable=paramsTable,returnWaves = TRUE) +plot(HAZi$Hs0,col = rainbow(16)) +plot(max(HAZi$Hs0),col = rainbow(16),main = "maximum Hs0 over the simulation") +HAZi +#### +#define boundary points +boundary_points = vect(rbind( +c(148.0137, -16.50246), +c(148.2246, -16.82972), +c(148.3211, -17.15124), +c(148.4657, -17.54740), +c(148.5381, -17.92059), +c(148.8153, -18.68993)),"points") +boundary_points$node_id = 0:5 +#extract boundary points +bound_l = extract(HAZi,boundary_points,bind=TRUE) +bound_l +# write to netcdf +require(ncdf4) +HAZi +plot(HAZi$Dp0) +plot(HAZi$Tp0) +values(GEO_land) +values(GEO_land)$dem +class(values(GEO_land)) +source("C:/Users/ogr013/GIT_folders/TCHazard/WWMIII_boundary.R", echo=TRUE) +nc +require(TCHazaRds) +require(terra) +#define the domain +dem <- rast(system.file("extdata/DEMs/YASI_dem.tif", package="TCHazaRds")) +land <- dem; land[land > 0] = 0 +inland_proximity = distance(land,target = 0) +GEO_land = land_geometry(dem,inland_proximity) +#define the TC +TC <- vect(system.file("extdata/YASI/YASI.shp", package="TCHazaRds")) +TC$PRES <- TC$BOM_PRES +plot(dem);lines(TC,lwd = 4,col=2) +#define the TC +TC <- vect(system.file("extdata/YASI/YASI.shp", package="TCHazaRds")) +TC$PRES <- TC$BOM_PRES +?update_Track +TCu = update_Track( +indate = strptime(TCi$ISO_TIME,"%Y-%m-%d %H:%M:%S", tz = "UTC"), +TClons = TCi$LON, +TClats = TCi$LAT, +vFms=TCi$STORM_SPD, +thetaFms=TCi$thetaFm, +cPs=TCi$PRES, +rMaxModel=params$rMaxModel, +vMaxModel=params$vMaxModel, +betaModel=params$betaModel, +eP = params$eP, +rho = params$rhoa, +RMAX = TCi$RMAX, +VMAX = TCi$VMAX, +B = TCi$B +) +paramsTable <- read.csv(system.file("extdata/tuningParams/defult_params.csv",package = "TCHazaRds")) +params <- array(paramsTable$value,dim = c(1,length(paramsTable$value))) +colnames(params) <- paramsTable$param +params <- data.frame(params) +TCu = update_Track( +indate = strptime(TCi$ISO_TIME,"%Y-%m-%d %H:%M:%S", tz = "UTC"), +TClons = TCi$LON, +TClats = TCi$LAT, +vFms=TCi$STORM_SPD, +thetaFms=TCi$thetaFm, +cPs=TCi$PRES, +rMaxModel=params$rMaxModel, +vMaxModel=params$vMaxModel, +betaModel=params$betaModel, +eP = params$eP, +rho = params$rhoa, +RMAX = TCi$RMAX, +VMAX = TCi$VMAX, +B = TCi$B +) +TCu = update_Track( +indate = strptime(TC$ISO_TIME,"%Y-%m-%d %H:%M:%S", tz = "UTC"), +TClons = TC$LON, +TClats = TC$LAT, +vFms=TC$STORM_SPD, +thetaFms=TC$thetaFm, +cPs=TC$PRES, +rMaxModel=params$rMaxModel, +vMaxModel=params$vMaxModel, +betaModel=params$betaModel, +eP = params$eP, +rho = params$rhoa, +RMAX = TC$RMAX, +VMAX = TC$VMAX, +B = TC$B +) +TCu +plot(TCu$rMax) +indate = strptime(TC$ISO_TIME,"%Y-%m-%d %H:%M:%S", tz = "UTC") +plot(indate,TCu$rMax) +indate = strptime(TC$ISO_TIME,"%Y-%m-%d %H:%M:%S", tz = "UTC") +TCu = update_Track( +indate = indate, +TClons = TC$LON, +TClats = TC$LAT, +vFms=TC$STORM_SPD, +thetaFms=TC$thetaFm, +cPs=TC$PRES, +rMaxModel=params$rMaxModel, +vMaxModel=params$vMaxModel, +betaModel=params$betaModel, +eP = params$eP, +rho = params$rhoa, +RMAX = TC$RMAX, +VMAX = TC$VMAX, +B = TC$B +) +plot(indate,TCu$rMax) +length(TCu$rMax) +length(indate) +outdate <- seq(min(indate),max(indate),"hour") #array sequence from t1 to t2 stepping by “hour” +outdate +indate = strptime(TC$ISO_TIME,"%Y-%m-%d %H:%M:%S", tz = "UTC") +outdate <- seq(min(indate),max(indate),"hour") #array sequence from t1 to t2 stepping by “hour” +TCu = update_Track(outdate=outdate, +indate = indate, +TClons = TC$LON, +TClats = TC$LAT, +vFms=TC$STORM_SPD, +thetaFms=TC$thetaFm, +cPs=TC$PRES, +rMaxModel=params$rMaxModel, +vMaxModel=params$vMaxModel, +betaModel=params$betaModel, +eP = params$eP, +rho = params$rhoa, +RMAX = TC$RMAX, +VMAX = TC$VMAX, +B = TC$B +) +plot(indate,TCu$rMax) +plot(outdate,TCu$rMax) +outdate +length(outdate) +TCu$odatei +TCu$odatei +plot(TCu$odatei+strptime("1970-01-01 00:00","%Y-%m-%d %H:%M",tz = "UTC"),TCu$rMax) +tm = TCu$odatei+strptime("1970-01-01 00:00","%Y-%m-%d %H:%M",tz = "UTC") +plot(tm,TCu$rMax,type = "l") +lines(indate,TCu$odatei) +lines(indate,TC$BOM_RMW/1.852 ) +TC$BOM_RMW/1.852 +plot(tm,TCu$rMax,type = "l",xlim = c(0,20)) +plot(tm,TCu$rMax,type = "l",ylim = c(0,50)) +lines(indate,TC$BOM_RMW/1.852 ) +plot(tm,TCu$rMax,type = "l",ylim = c(0,50)) +lines(indate,TC$BOM_RMW/1.852,col=4) +lines(indate,TC$USA_RMW/1.852,col=2) +lines(indate,TC$BOM_RMW,col=4) +lines(indate,TC$USA_RMW,col=2) +tm = TCu$odatei+strptime("1970-01-01 00:00","%Y-%m-%d %H:%M",tz = "UTC") +plot(tm,TCu$rMax,type = "l",ylim = c(0,50)) +lines(indate,TC$BOM_RMW/1.852,col=4) +lines(indate,TC$USA_RMW/1.852,col=2) +=params$rMaxModel +params$rMaxModel +paramsTable diff --git a/DESCRIPTION b/DESCRIPTION index 931480c..697250e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,9 +1,9 @@ Package: TCHazaRds Type: Package Title: Tropical Cyclone (Hurricane, Typhoon) Spatial Hazard Modelling -Version: 1.1.0 +Version: 1.1.1 Authors@R: person("Julian", "O'Grady", role = c("aut", "cre"),email = "julian.ogrady@csiro.au",comment = c(ORCID = "http://orcid.org/0000-0003-3552-9193")) -Date: 2024-08-15 +Date: 2024-09-04 Maintainer: Julian O'Grady Description: Methods for generating modelled parametric Tropical Cyclone (TC) spatial hazard fields and time series output at point locations from TC tracks. R's compatibility to simply use fast 'cpp' code via the 'Rcpp' package and the wide range spatial analysis tools via the 'terra' package makes it an attractive open source environment to study 'TCs'. This package estimates TC vortex wind and pressure fields using parametric equations originally coded up in 'python' by 'TCRM' and then coded up in 'Cuda' 'cpp' by 'TCwindgen' . URL: https://github.com/AusClimateService/TCHazaRds diff --git a/NAMESPACE b/NAMESPACE index 4f2fb9e..79c80e6 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -13,4 +13,5 @@ importFrom("rasterVis","vectorplot") importFrom("graphics", "grid", "points") importFrom("latticeExtra","layer") importFrom("raster","raster") +importFrom("stats", "uniroot") exportPattern("^[[:alpha:]]+") diff --git a/NEWS.md b/NEWS.md index f62df6e..b649f1d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,2 +1,3 @@ Version 1 First Release 2023-12-16 Version 1.1 2nd release with ocean waves and improved reduction factors 2024-08-15 +Version 1.1.1 estimate the outer radius using CK22. 2024-09 \ No newline at end of file diff --git a/R/RcppExports.R b/R/RcppExports.R index 00bab74..57bdec7 100644 --- a/R/RcppExports.R +++ b/R/RcppExports.R @@ -69,6 +69,7 @@ HollandPressureProfilePi <- function(rMax, dP, cP, beta, R) { #' @description Wind profile time series at a grid point. Holland et al. 2010. In this version, the exponent is allowed to vary linearly outside the radius of maximum wind. I.e. rather than take the square root, the exponent varies around 0.5.Currently this version does not have a corresponding vorticity profile set up in wind Vorticity, so it cannot be applied in some wind field modelling. #' @param f single coriolis parameter at the centre of TC in hz #' @param rMax radius of maximum winds in km +#' @param rMax2 radius of outer 17ms winds in km #' @param dP pressure differential, environmental less TC central pressure in hPa #' @param rho density of air in Kg/m3 #' @param R vector of distances from grid points to TC centre in km @@ -76,8 +77,8 @@ HollandPressureProfilePi <- function(rMax, dP, cP, beta, R) { #' @param beta exponential term for Holland vortex #' @return array with two columns for velocity and then vorticity. #' //@example NewHollandWindProfilePi(-1e-4,20,20,1.15,-14,50,1.3) -NewHollandWindProfilePi <- function(f, rMax, dP, rho, R, vMax, beta) { - .Call(`_TCHazaRds_NewHollandWindProfilePi`, f, rMax, dP, rho, R, vMax, beta) +NewHollandWindProfilePi <- function(f, rMax, rMax2, dP, rho, R, vMax, beta) { + .Call(`_TCHazaRds_NewHollandWindProfilePi`, f, rMax, rMax2, dP, rho, R, vMax, beta) } #' @title Double Holland Wind Profile Time Series @@ -85,6 +86,7 @@ NewHollandWindProfilePi <- function(f, rMax, dP, rho, R, vMax, beta) { #' @param f single coriolis parameter at the centre of TC in hz #' @param vMax maximum wind velocity calculation in m/s #' @param rMax radius of maximum winds in km +#' @param rMax2 radius of outer radial winds in km #' @param dP pressure differential, environmental less TC central pressure in hPa #' @param cP TC central pressure in hPa #' @param rho density of air in Kg/m3 @@ -92,21 +94,22 @@ NewHollandWindProfilePi <- function(f, rMax, dP, rho, R, vMax, beta) { #' @param R vector of distances from grid points to TC centre in km #' @return array with two columns for velocity and then vorticity. #' //@example DoubleHollandWindProfilePi(-1e-4,20,20,10,980,1.15,1.2,50) -DoubleHollandWindProfilePi <- function(f, vMax, rMax, dP, cP, rho, beta, R) { - .Call(`_TCHazaRds_DoubleHollandWindProfilePi`, f, vMax, rMax, dP, cP, rho, beta, R) +DoubleHollandWindProfilePi <- function(f, vMax, rMax, rMax2, dP, cP, rho, beta, R) { + .Call(`_TCHazaRds_DoubleHollandWindProfilePi`, f, vMax, rMax, rMax2, dP, cP, rho, beta, R) } #' @title Double Holland Pressure Profile Time Series #' @description Pressure profile time series at a grid point #' @param rMax radius of maximum winds in km +#' @param rMax2 radius of outer radial winds in km #' @param dP pressure differential, environmental less TC central pressure in hPa #' @param cP TC central pressure in hPa #' @param beta exponential term for Holland vortex #' @param R vector of distances from grid points to TC centre in km #' @return vector of pressures. #' //@example DoubleHollandPressureProfilePi(20,20,980,1.2,50) -DoubleHollandPressureProfilePi <- function(rMax, dP, cP, beta, R) { - .Call(`_TCHazaRds_DoubleHollandPressureProfilePi`, rMax, dP, cP, beta, R) +DoubleHollandPressureProfilePi <- function(rMax, rMax2, dP, cP, beta, R) { + .Call(`_TCHazaRds_DoubleHollandPressureProfilePi`, rMax, rMax2, dP, cP, beta, R) } #' @title Hubbert Wind Field Time Series @@ -212,6 +215,7 @@ HollandPressureProfile <- function(rMax, dP, cP, beta, R) { #' @description Wind profile time series at a grid point. Holland et al. 2010. In this version, the exponent is allowed to vary linearly outside the radius of maximum wind. I.e. rather than take the square root, the exponent varies around 0.5.Currently this version does not have a corresponding vorticity profile set up in wind Vorticity, so it cannot be applied in some wind field modelling. #' @param f single coriolis parameter at the centre of TC in hz #' @param rMax radius of maximum winds in km +#' @param rMax2 radius of outer 17.5ms winds in km #' @param dP pressure differential, environmental less TC central pressure in hPa #' @param rho density of air in Kg/m3 #' @param R vector of distances from grid points to TC centre in km @@ -219,8 +223,8 @@ HollandPressureProfile <- function(rMax, dP, cP, beta, R) { #' @param beta exponential term for Holland vortex #' @return array with two columns for velocity and then vorticity. #' //@example NewHollandWindProfile(-1e-4,20,20,1.15,-14,50,1.3) -NewHollandWindProfile <- function(f, rMax, dP, rho, R, vMax, beta) { - .Call(`_TCHazaRds_NewHollandWindProfile`, f, rMax, dP, rho, R, vMax, beta) +NewHollandWindProfile <- function(f, rMax, rMax2, dP, rho, R, vMax, beta) { + .Call(`_TCHazaRds_NewHollandWindProfile`, f, rMax, rMax2, dP, rho, R, vMax, beta) } #' @title Double Holland Wind Profile @@ -228,6 +232,7 @@ NewHollandWindProfile <- function(f, rMax, dP, rho, R, vMax, beta) { #' @param f single coriolis parameter at the centre of TC in hz #' @param vMax maximum wind velocity calculation in m/s #' @param rMax radius of maximum winds in km +#' @param rMax2 radius of outer radial winds in km #' @param dP pressure differential, environmental less TC central pressure in hPa #' @param cP TC central pressure in hPa #' @param rho density of air in Kg/m3 @@ -235,21 +240,22 @@ NewHollandWindProfile <- function(f, rMax, dP, rho, R, vMax, beta) { #' @param R vector of distances from grid points to TC centre in km #' @return array with two columns for velocity and then vorticity. #' //@example DoubleHollandWindProfile(-1e-4,20,20,10,980,1.15,1.2,50) -DoubleHollandWindProfile <- function(f, vMax, rMax, dP, cP, rho, beta, R) { - .Call(`_TCHazaRds_DoubleHollandWindProfile`, f, vMax, rMax, dP, cP, rho, beta, R) +DoubleHollandWindProfile <- function(f, vMax, rMax, rMax2, dP, cP, rho, beta, R) { + .Call(`_TCHazaRds_DoubleHollandWindProfile`, f, vMax, rMax, rMax2, dP, cP, rho, beta, R) } #' @title Double Holland Pressure Profile #' @description Pressure profile at grid points #' @param rMax radius of maximum winds in km +#' @param rMax2 radius of outer radial winds in km #' @param dP pressure differential, environmental less TC central pressure in hPa #' @param cP TC central pressure in hPa #' @param beta exponential term for Holland vortex #' @param R vector of distances from grid points to TC centre in km #' @return vector of pressures. #' //@example DoubleHollandPressureProfile(20,20,980,1.2,50) -DoubleHollandPressureProfile <- function(rMax, dP, cP, beta, R) { - .Call(`_TCHazaRds_DoubleHollandPressureProfile`, rMax, dP, cP, beta, R) +DoubleHollandPressureProfile <- function(rMax, rMax2, dP, cP, beta, R) { + .Call(`_TCHazaRds_DoubleHollandPressureProfile`, rMax, rMax2, dP, cP, beta, R) } #' @title Hubbert Wind Field diff --git a/R/WindHazaRds.R b/R/WindHazaRds.R index fb9090a..cf1b4c1 100644 --- a/R/WindHazaRds.R +++ b/R/WindHazaRds.R @@ -99,11 +99,13 @@ land_geometry = function(dem,inland_proximity,returnpoints=FALSE){ #' @param rMaxModel empirical model for radius of maximum wind calculation (rMax in km) #' @param vMaxModel empirical model for maximum wind velocity calculation (vMax in m/s) #' @param betaModel empirical model for TC shape parameter beta (dimensionless Beta) +#' @param rMax2Model empirical model for radius of outer 17.5ms wind calculation (rMax2 in km) #' @param eP background environmental pressure (hPa) #' @param rho air density #' @param RMAX If params rMaxModel value is NA, use input TC$RMAX #' @param VMAX If params rMaxModel value is NA, use input TC$VMAX #' @param B If params rMaxModel value is NA, use input TC$B +#' @param RMAX2 If params rMax2Model value is NA, use input TC$RMAX2 #' #' @return list of track data inclining the rMax vMax and Beta. #' @export @@ -119,6 +121,7 @@ land_geometry = function(dem,inland_proximity,returnpoints=FALSE){ #' TCi$RMAX <- TCi$BOM_RMW/1.852 #convert from nautical miles to km #' TCi$VMAX <- TCi$BOM_WIND*1.94 #convert from knots to m/s #' TCi$B <- 1.4 +#' TCi$RMAX2 <- 150 #' t1 <- strptime("2011-02-01 09:00:00","%Y-%m-%d %H:%M:%S", tz = "UTC") #first date in POSIX format #' t2 <- strptime(rev(TCi$ISO_TIME)[1],"%Y-%m-%d %H:%M:%S", tz = "UTC") #last date in POSIX format #' outdate <- seq(t1,t2,"hour") #array sequence from t1 to t2 stepping by “hour” @@ -128,16 +131,18 @@ land_geometry = function(dem,inland_proximity,returnpoints=FALSE){ #' TClons = TCi$LON, #' TClats = TCi$LAT, #' vFms=TCi$STORM_SPD, -#' thetaFms=TCi$thetaFm, +#' thetaFms=TCi$thetaFm, #' cPs=TCi$PRES, -#' rMaxModel=params$rMaxModel, +#' rMaxModel=params$rMaxModel, #' vMaxModel=params$vMaxModel, #' betaModel=params$betaModel, +#' rMax2Model = params$rMaxModel, #' eP = params$eP, #' rho = params$rhoa, #' RMAX = TCi$RMAX, #' VMAX = TCi$VMAX, -#' B = TCi$B +#' B = TCi$B, +#' RMAX2 = TCi$RMAX2 #' ) #' # 'observed' along tack parameters are calculated (#Model = NA) #' TCil = update_Track(outdate = outdate, @@ -145,25 +150,28 @@ land_geometry = function(dem,inland_proximity,returnpoints=FALSE){ #' TClons = TCi$LON, #' TClats = TCi$LAT, #' vFms=TCi$STORM_SPD, -#' thetaFms=TCi$thetaFm, +#' thetaFms=TCi$thetaFm, #' cPs=TCi$PRES, -#' rMaxModel=NA, +#' rMaxModel=NA, #' vMaxModel=NA, #' betaModel=NA, +#' rMax2Model = NA, #' eP = params$eP, #' rho = params$rhoa, #' RMAX = TCi$RMAX, #' VMAX = TCi$VMAX, -#' B = TCi$B +#' B = TCi$B, +#' RMAX2 = TCi$RMAX2 #' ) update_Track <- function(outdate = NULL, indate, TClons, TClats, vFms, thetaFms, cPs, - rMaxModel, vMaxModel, betaModel, eP, rho = NULL,RMAX,VMAX,B) { + rMaxModel, vMaxModel, betaModel,rMax2Model, eP, rho = NULL,RMAX,VMAX,B,RMAX2) { TRACK <- list() TRACK$eP <- eP TRACK$rho <- rho if(is.na(rMaxModel) & is.null(RMAX)) stop("If params rMaxModel value is NA, please provide TC$RMAX") if(is.na(vMaxModel) & is.null(VMAX)) stop("If params vMaxModel value is NA, please provide TC$VMAX") if(is.na(betaModel) & is.null(B)) stop("If params betaModel value is NA, please provide TC$B") + if(is.na(rMax2Model) & is.null(RMAX2)) stop("If params rmax2Model value is NA, please provide TC$RMAX2") odatei <- as.numeric(indate) @@ -209,11 +217,12 @@ update_Track <- function(outdate = NULL, indate, TClons, TClats, vFms, thetaFms, if(!is.na(rMaxModel)) if(rMaxModel <= 4) TRACK$rMax <- rMax_modelsR(rMaxModel = rMaxModel, TClats = TRACK$TClats, cPs = TRACK$cPs, eP = eP, dPdt = TRACK$dPdt, vFms = TRACK$vFms, rho = rho) if(is.na(rMaxModel)) { - if (is.null(outdate[1])) TRACK$rMax <- RMAX + if (is.null(outdate[1])) TRACK$rMax <- RMAX[s] if (!is.null(outdate[1])) TRACK$rMax <- stats::approx(indatei, RMAX, outdatei)$y[s] } } + # Compute the Coriolis parameter TClatrad <- TRACK$TClats * pi / 180.0 wearth <- pi * (1.0 / 24.0) / 1800.0 @@ -227,7 +236,7 @@ update_Track <- function(outdate = NULL, indate, TClons, TClats, vFms, thetaFms, if(!is.na(vMaxModel)) if(vMaxModel <= 4) TRACK$vMax <- vMax_modelsR(vMaxModel = vMaxModel, cPs = TRACK$cPs, eP = eP, vFms = TRACK$vFms, TClats = TRACK$TClats, dPdt = TRACK$dPdt, beta = 1.3, rho = rho) # Holland 80 beta = 1.3 if(is.na(vMaxModel)) { - if(is.null(outdate[1])) TRACK$vMax <- VMAX + if(is.null(outdate[1])) TRACK$vMax <- VMAX[s] if(!is.null(outdate[1])) TRACK$vMax <- stats::approx(indatei, VMAX, outdatei)$y[s] } } @@ -240,10 +249,22 @@ update_Track <- function(outdate = NULL, indate, TClons, TClats, vFms, thetaFms, if(!is.na(betaModel)) if(betaModel <= 4) TRACK$beta <- beta_modelsR(betaModel = betaModel, vMax = TRACK$vMax, rMax = TRACK$rMax, cPs = TRACK$cPs, eP = TRACK$eP, vFms = TRACK$vFms, TClats = TRACK$TClats, dPdt = TRACK$dPdt) if(is.na(betaModel)) { - if(is.null(outdate[1]))TRACK$beta <- B + if(is.null(outdate[1]))TRACK$beta <- B[s] if(!is.null(outdate[1])) TRACK$beta <- stats::approx(indatei, B, outdatei)$y[s] } } + + # Radius of outer 17.5m/s winds model selection + if (length(rMax2Model) > 1) { + TRACK$rMax2 <- rMax2Model # use the input values + } + if (length(rMax2Model) == 1) { + if(!is.na(rMax2Model)) if(rMax2Model <= 2) TRACK$rMax2 <- rMax2_modelsR(rMax2Model = rMax2Model, vMax = TRACK$vMax, rMax = TRACK$rMax, TClats = TRACK$TClats) + if(is.na(rMax2Model)) { + if (is.null(outdate[1])) TRACK$rMax2 <- RMAX2[s] + if (!is.null(outdate[1])) TRACK$rMax2 <- stats::approx(indatei, RMAX2, outdatei)$y[s] + } + } return(TRACK) } @@ -281,8 +302,8 @@ TCvectInterp = function(outdate = NULL, TC, paramsTable) { TRACK <- update_Track(outdate = outdate, indate = indate, TClons = TC$LON, TClats = TC$LAT, vFms = TC$STORM_SPD, thetaFms = TC$thetaFm, cPs = TC$PRES, rMaxModel = params$rMaxModel, vMaxModel = params$vMaxModel, - betaModel = params$betaModel, eP = params$eP, rho = params$rhoa, - RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B + betaModel = params$betaModel, rMax2Model = params$rMaxModel, eP = params$eP, rho = params$rhoa, + RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B, RMAX2 = TC$RMAX2 ) # Create a spatial vector from the interpolated track data @@ -292,6 +313,7 @@ TCvectInterp = function(outdate = NULL, TC, paramsTable) { v$rMax <- TRACK$rMax v$vMax <- TRACK$vMax v$beta <- TRACK$beta + v$rMax2 <- TRACK$rMax2 v$dPdt <- TRACK$dPdt v$cP <- TRACK$cPs v$TClat <- TRACK$TClats @@ -360,8 +382,8 @@ TCHazaRdsWindTimeSereies <- function(outdate = NULL, GEO_land = NULL, TC, params TRACK <- update_Track(outdate = outdate, indate = indate, TClons = TC$LON, TClats = TC$LAT, vFms = TC$STORM_SPD, thetaFms = TC$thetaFm, cPs = TC$PRES, rMaxModel = params$rMaxModel, vMaxModel = params$vMaxModel, - betaModel = params$betaModel, eP = params$eP, rho = params$rhoa, - RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B) + betaModel = params$betaModel, rMax2Model = params$rMax2Model, eP = params$eP, rho = params$rhoa, + RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B,RMAX2 = TC$RMAX2) # Extract geographical land information lon <- GEO_land$lons @@ -375,16 +397,16 @@ TCHazaRdsWindTimeSereies <- function(outdate = NULL, GEO_land = NULL, TC, params if (params$pressureProfileModel == 0) P <- with(TRACK, HollandPressureProfilePi(rMax = rMax, dP = dPs, cP = cPs, beta = beta, R = R)) if (params$pressureProfileModel == 2) - P <- with(TRACK, DoubleHollandPressureProfilePi(rMax = rMax, dP = dPs, cP = cPs, beta = beta, R = R)) + P <- with(TRACK, DoubleHollandPressureProfilePi(rMax = rMax,rMax2 = rMax2, dP = dPs, cP = cPs, beta = beta, R = R)) # Calculate wind speed and direction based on wind profile model fs <- rep(GEO_land$f, length(R)) if (params$windProfileModel == 0) VZ <- with(TRACK, HollandWindProfilePi(f = fs, vMax = vMax, rMax = rMax, dP = dPs, rho = rho, beta = beta, R = R)) if (params$windProfileModel == 1) - VZ <- with(TRACK, NewHollandWindProfilePi(f = fs, vMax = vMax, rMax = rMax, dP = dPs, rho = rho, beta = beta, R = R)) + VZ <- with(TRACK, NewHollandWindProfilePi(f = fs, vMax = vMax, rMax = rMax, rMax2 = rMax2, dP = dPs, rho = rho, beta = beta, R = R)) if (params$windProfileModel == 2) - VZ <- with(TRACK, DoubleHollandWindProfilePi(f = fs, vMax = vMax, rMax = rMax, dP = dPs, rho = rho, beta = beta, R = R, cP = cPs)) + VZ <- with(TRACK, DoubleHollandWindProfilePi(f = fs, vMax = vMax, rMax = rMax, rMax2 = rMax2, dP = dPs, rho = rho, beta = beta, R = R, cP = cPs)) if (params$windProfileModel == 4) VZ <- with(TRACK, JelesnianskiWindProfilePi(f = fs, vMax = vMax, rMax = rMax, R = R)) @@ -462,6 +484,7 @@ TCHazaRdsWindTimeSereies <- function(outdate = NULL, GEO_land = NULL, TC, params v$rMax <- TRACK$rMax v$vMax <- TRACK$vMax v$beta <- TRACK$beta + v$rMax2 <- TRACK$rMax2 v$dPdt <- TRACK$dPdt v$cP <- TRACK$cPs v$TClat <- TRACK$TClats @@ -546,8 +569,8 @@ TCHazaRdsWindField <- function(GEO_land, TC, paramsTable,returnWaves = FALSE) { indate <- strptime(TC$ISO_TIME, "%Y-%m-%d %H:%M:%S", tz = "UTC") # Reformat track data TRACK <- update_Track(outdate = NULL, indate = indate, TClons = TC$LON, TClats = TC$LAT, vFms = TC$STORM_SPD, thetaFms = TC$thetaFm, - cPs = TC$PRES, rMaxModel = params$rMaxModel, vMaxModel = params$vMaxModel, betaModel = params$betaModel, - eP = params$eP, rho = params$rhoa,RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B) + cPs = TC$PRES, rMaxModel = params$rMaxModel, vMaxModel = params$vMaxModel, betaModel = params$betaModel, rMax2Model = params$rMax2Model, + eP = params$eP, rho = params$rhoa,RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B, RMAX2 = TC$RMAX2) } else if (methods::is(TC, "data.frame")) { TRACK <- TC indate <- strptime("1970-01-01 00:00:00", "%Y-%m-%d %H:%M:%S", tz = "UTC") + TRACK$odatei @@ -567,7 +590,7 @@ TCHazaRdsWindField <- function(GEO_land, TC, paramsTable,returnWaves = FALSE) { if (params$pressureProfileModel == 0) { P <- with(TRACK, HollandPressureProfile(rMax = rMax, dP = dPs, cP = cPs, beta = beta, R = R)) } else if (params$pressureProfileModel == 2) { - P <- with(TRACK, DoubleHollandPressureProfile(rMax = rMax, dP = dPs, cP = cPs, beta = beta, R = R)) + P <- with(TRACK, DoubleHollandPressureProfile(rMax = rMax, rMax2 = rMax2, dP = dPs, cP = cPs, beta = beta, R = R)) } # Calculate wind profile based on the selected model @@ -575,9 +598,9 @@ TCHazaRdsWindField <- function(GEO_land, TC, paramsTable,returnWaves = FALSE) { if (params$windProfileModel == 0) { VZ <- with(TRACK, HollandWindProfile(f = f, vMax = vMax, rMax = rMax, dP = dPs, rho = rho, beta = beta, R = R)) } else if (params$windProfileModel == 1) { - VZ <- with(TRACK, NewHollandWindProfile(f = f, vMax = vMax, rMax = rMax, dP = dPs, rho = rho, beta = beta, R = R)) + VZ <- with(TRACK, NewHollandWindProfile(f = f, vMax = vMax, rMax = rMax, rMax2 = rMax2, dP = dPs, rho = rho, beta = beta, R = R)) } else if (params$windProfileModel == 2) { - VZ <- with(TRACK, DoubleHollandWindProfile(f = f, vMax = vMax, rMax = rMax, dP = dPs, rho = rho, beta = beta, R = R, cP = cPs)) + VZ <- with(TRACK, DoubleHollandWindProfile(f = f, vMax = vMax, rMax = rMax, rMax2 = rMax2, dP = dPs, rho = rho, beta = beta, R = R, cP = cPs)) } else if (params$windProfileModel == 4) { VZ <- with(TRACK, JelesnianskiWindProfile(f = f, vMax = vMax, rMax = rMax, R = R)) } @@ -786,9 +809,9 @@ TCHazaRdsWindFields <- function(outdate = NULL, GEO_land, TC, paramsTable, outfi # Reformat and interpolate track if outdate is provided TRACK <- as.data.frame(update_Track(outdate = outdate, indate = indate, TClons = TC$LON, TClats = TC$LAT, vFms = TC$STORM_SPD, thetaFms = TC$thetaFm, cPs = TC$PRES, - rMaxModel = params$rMaxModel, vMaxModel = params$vMaxModel, + rMaxModel = params$rMaxModel, vMaxModel = params$vMaxModel,rMax2Model = params$rMax2Model, betaModel = params$betaModel, eP = params$eP, rho = params$rhoa, - RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B)) + RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B,RMAX2 = TC$RMAX2)) nt <- nrow(TRACK) TRACK$PRES <- TRACK$cPs @@ -912,25 +935,30 @@ rMax_modelsR <- function(rMaxModel, TClats, cPs, eP, R175ms = 150, dPdt = NULL, # Takagi Wu 2016 Figure 3 rMaxs <- 0.676 * cPs - 578 } else if (rMaxModel == 5) { - x <- 0.6 * (1 - dP / 215) - bs <- -4.4e-5 * dP^2 + 0.01 * dP + 0.03 * dPdt - 0.014 * abs(TClats) + 0.15 * vFms^x + 1 - vMax <- 0.6252 * sqrt(dP * 100) - f <- 2 * 7.292e-5 * sin(abs(TClats * pi / 180)) - ruser_m_vec <- R175ms * 1000 - Muser_vec <- ruser_m_vec * 17.491 + 0.5 * abs(f) * ruser_m_vec^2 - halffcorruser_m_vec <- 0.5 * f * ruser_m_vec - coefs.b <- 0.699 - coefs.c <- -0.00618 - coefs.f <- -0.00210 - MmaxMuser_predict <- coefs.b * exp(coefs.c * (vMax - 17.491) + coefs.f * (vMax - 17.491) * halffcorruser_m_vec) - Mmax_predict <- MmaxMuser_predict * Muser_vec - rmax_predict <- (vMax / f) * (sqrt(1 + (2 * f * Mmax_predict / (vMax^2))) - 1) - rMaxs <- rmax_predict / 1000 + rMaxs <- predict_rmax(R175ms, vMax, TClats) + #x <- 0.6 * (1 - dP / 215) + #bs <- -4.4e-5 * dP^2 + 0.01 * dP + 0.03 * dPdt - 0.014 * abs(TClats) + 0.15 * vFms^x + 1 + #vMax <- 0.6252 * sqrt(dP * 100) + #f <- 2 * 7.292e-5 * sin(abs(TClats * pi / 180)) + #ruser_m_vec <- R175ms * 1000 + #Muser_vec <- ruser_m_vec * 17.491 + 0.5 * abs(f) * ruser_m_vec^2 + #halffcorruser_m_vec <- 0.5 * f * ruser_m_vec + #coefs.b <- 0.699 + #coefs.c <- -0.00618 + #coefs.f <- -0.00210 + #MmaxMuser_predict <- coefs.b * exp(coefs.c * (vMax - 17.491) + coefs.f * (vMax - 17.491) * halffcorruser_m_vec) + #Mmax_predict <- MmaxMuser_predict * Muser_vec + #rmax_predict <- (vMax / f) * (sqrt(1 + (2 * f * Mmax_predict / (vMax^2))) - 1) + #rMaxs <- rmax_predict / 1000 } return(rMaxs) } + + + + #' Compute the Tropical Cyclone Maximum Wind Speeds #' #' @param vMaxModel 0=Arthur (1980),1=Holland (2008),2=Willoughby & Rahn (2004).3=Vickery & Wadhera (2008),4=Atkinson and Holliday (1977) @@ -1089,6 +1117,7 @@ inlandWindDecay = function(d,a = c(0.66,1,0.4)){ #' TCi$PRES <- 950 #' TCi$RMAX <- 40 #' TCi$B <- 1.4 +#' TCi$RMAX2 <- 90 #' TCi$ISO_TIME <- "2022-10-04 20:00:00" #' TCi$LON <- geom(TCi)[1,3] #' TCi$LAT <- geom(TCi)[1,4] @@ -1186,8 +1215,8 @@ TCHazaRdsWindProfile = function(GEO_land,TC,paramsTable){ indate=strptime(TC$ISO_TIME,"%Y-%m-%d %H:%M:%S",tz = "UTC") #reformat TRACK = update_Track(outdate=NULL,indate=indate,TClons=TC$LON,TClats=TC$LAT,vFms=TC$STORM_SPD,thetaFms=TC$thetaFm,cPs=TC$PRES, - rMaxModel=params$rMaxModel,vMaxModel=params$vMaxModel,betaModel=params$betaModel,eP = params$eP,rho = params$rhoa, - RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B) + rMaxModel=params$rMaxModel,vMaxModel=params$vMaxModel,betaModel=params$betaModel,rMax2Model=params$rMax2Model,eP = params$eP,rho = params$rhoa, + RMAX = TC$RMAX,VMAX = TC$VMAX,B = TC$B, RMAX2 = TC$RMAX2) } if(methods::is(TC,"data.frame")){ TRACK = TC @@ -1204,17 +1233,17 @@ TCHazaRdsWindProfile = function(GEO_land,TC,paramsTable){ #0: Holland (1980) #2: McConochie et al. (2004) "Double-Holland" if(params$pressureProfileModel == 0) P <- with(TRACK,HollandPressureProfile(rMax=rMax,dP = dPs, cP=cPs,beta=beta,R=R)) - if(params$pressureProfileModel == 2) P <- with(TRACK,DoubleHollandPressureProfile(rMax=rMax,dP=dPs,cP=cPs,beta=beta,R=R)) + if(params$pressureProfileModel == 2) P <- with(TRACK,DoubleHollandPressureProfile(rMax=rMax, rMax2 = rMax2,dP=dPs,cP=cPs,beta=beta,R=R)) #windProfileModel #https://geoscienceaustralia.github.io/tcrm/docs/setup.html?highlight=jelesnianski#windProfileinterface #0: Holland (1980) #2: McConochie et al. (2004) "Double-Holland" #4: Jelesnianski (1966) fs=GEO_land$f - if(params$windProfileModel == 0) VZ <- with(TRACK,HollandWindProfile( f=f, vMax=vMax, rMax=rMax, dP=dPs, rho=rho, beta=beta, R=R)) - if(params$windProfileModel == 1) VZ <- with(TRACK,NewHollandWindProfile( f=f, vMax=vMax, rMax=rMax, dP=dPs, rho=rho, beta=beta, R=R)) - if(params$windProfileModel == 2) VZ <- with(TRACK,DoubleHollandWindProfile(f=f, vMax=vMax, rMax=rMax, dP=dPs, rho=rho, beta=beta, R=R, cP=cPs)) - if(params$windProfileModel == 4) VZ <- with(TRACK,JelesnianskiWindProfile( f=f, vMax=vMax, rMax=rMax, R=R)) + if(params$windProfileModel == 0) VZ <- with(TRACK,HollandWindProfile( f=f, vMax=vMax, rMax=rMax, dP=dPs, rho=rho, beta=beta, R=R)) + if(params$windProfileModel == 1) VZ <- with(TRACK,NewHollandWindProfile( f=f, vMax=vMax, rMax=rMax, rMax2 = rMax2, dP=dPs, rho=rho, beta=beta, R=R)) + if(params$windProfileModel == 2) VZ <- with(TRACK,DoubleHollandWindProfile(f=f, vMax=vMax, rMax=rMax, rMax2 = rMax2, dP=dPs, rho=rho, beta=beta, R=R, cP=cPs)) + if(params$windProfileModel == 4) VZ <- with(TRACK,JelesnianskiWindProfile( f=f, vMax=vMax, rMax=rMax, R=R)) V=VZ[,1] #0 Kepert & Wang (2001) @@ -1251,5 +1280,154 @@ TCHazaRdsWindProfile = function(GEO_land,TC,paramsTable){ return(GEO_land) } +#' rMax175ms_solver +#' +#' A helper function for numerically solving the radius of 17.5 m/s winds using the +#' Chavas and Knaff (2022) model. This function is called by `uniroot` to compute +#' the difference between the guessed and actual rmax values. +#' +#' @param rMax175ms_m Numeric. Guessed radius of 17.5 m/s winds in meters. +#' @param vMax Numeric. Maximum wind speed (m/s). +#' @param rmax_predict_m Numeric. Target radius of maximum winds in meters. +#' @param TClats Numeric. Latitude of the tropical cyclone in degrees. +#' +#' @return The difference between the guessed rmax and the target rmax. +#' @examples +#' rMax175ms_solver(100000, 50, 36000, 20) +#' @export +rMax175ms_solver <- function(rMax175ms_m, vMax, rmax_predict_m, TClats) { + TClats = abs(TClats) + ms_kt <- 0.5144444 # 1 kt = 0.514444 m/s + Vuser <- 34 * ms_kt # [m/s]; used to fit E04 model to estimate r0' + omeg <- 7.292e-5 # [s^-1] + + # Calculate fcor + fcor <- 2 * omeg * sin(abs(TClats) * pi / 180) + + # Coefficient estimates from CK22 (Eq 7 / Table 2 of CK22) + coefs <- list(b = 0.699, c = -0.00618, f = -0.00210) + + # Calculate Muser (Eq 2 of CK22) + Muser <- rMax175ms_m * Vuser + 0.5 * abs(fcor) * rMax175ms_m^2 + + # Estimate Mmax/Muser (Eq 6 of CK22) + halffcorrMax175ms_m <- 0.5 * fcor * rMax175ms_m + MmaxMuser_predict <- coefs$b * exp( + coefs$c * (vMax - Vuser) + coefs$f * (vMax - Vuser) * halffcorrMax175ms_m + ) + + # Solve for Mmax (Eq 3 of CK22) + Mmax_predict <- MmaxMuser_predict * Muser + + # Calculate the predicted rmax based on the guessed rMax175ms + rmax_guess <- (vMax / fcor) * (sqrt(1 + (2 * fcor * Mmax_predict / (vMax^2))) - 1) + + # Return the difference between the guessed rmax and the target rmax + return(rmax_guess - rmax_predict_m) +} + + +#' rMax2_modelsR +#' +#' Numerically solves for the radius of 17.5 m/s winds (rMax175ms) using the +#' Chavas and Knaff (2022) model and `uniroot`. +#' +#' @param rMax2Model TC outer radius of 17.5m/s winds model ('150km'=1,'CK22'=2) +#' @param rMax Numeric. A vector of radius of maximum winds (km). +#' @param vMax Numeric. A vector of maximum wind speeds (m/s). +#' @param TClats Numeric. A vector of latitudes of tropical cyclone cwntre in degrees. +#' +#' @return A vector of predicted rMax175ms values (in km). +#' @examples +#' rMax <- c(30, 36, 40) +#' vMax <- c(50, 55, 60) +#' TClats <- c(20, 25, 30) +#' rMax2_modelsR(2,rMax, vMax, TClats) +#' @export +rMax2_modelsR <- function(rMax2Model, rMax, vMax, TClats) { + # 1: O'Grady et al 2024 constant 150km + # 2: Chavas and Knaff (2022) + TClats = abs(TClats) + rMax175ms_list = NA + if(rMax2Model == 1) rMax175ms_list = rep(150,length(TClats)) + if(rMax2Model == 2){ + + if(length(vMax) == 1) vMax = rep(vMax,length(rMax)) + if(length(TClats) == 1) vMax = rep(TClats,length(rMax)) + rMax175ms_list <- numeric(length(rMax)) + + for (i in seq_along(rMax)) { + # Convert rmax_km to meters + rmax_m <- rMax[i] * 1000 + + # Adjust the interval based on expected outer radius range (e.g., 50 km to 400 km) + rMax175ms_solution <- tryCatch({ + uniroot(rMax175ms_solver, interval = c(5000, 400000), vMax = vMax[i], rmax_predict_m = rmax_m, TClats = TClats[i])$root + }, error = function(e) { + message(paste0("Failed to find solution for rmax = ", round(rMax[i],2), "km for vMax = ",round(vMax[i],2)," m/s, try another vMax")) + NA # Return NA if no solution found + }) + + # Convert rMax175ms back to km and store the result + rMax175ms_list[i] <- rMax175ms_solution / 1000 + } + } + return(rMax175ms_list) +} + + +#' predict_rmax +#' +#' Predicts the radius of maximum winds (rmax) based on the radius of 17.5 m/s winds +#' (rMax175ms) using the Chavas and Knaff (2022) model. +#' +#' @param rMax175ms Numeric. A vector of radius of 17.5 m/s winds (in km). +#' @param vMax Numeric. A vector of maximum wind speeds (m/s). +#' @param TClats Numeric. A vector of latitudes of tropical cyclones (in degrees). +#' +#' @return A vector of predicted rmax values (in km). +#' @examples +#' rMax175ms <- c(100, 120, 140) +#' vMax <- c(50, 55, 60) +#' TClats <- c(20, 25, 30) +#' predict_rmax(rMax175ms, vMax, TClats) +#' @export +predict_rmax <- function(rMax175ms, vMax, TClats) { + TClats = abs(TClats) + # Constants + ms_kt <- 0.5144444 # 1 kt = 0.514444 m/s + Vuser <- 34 * ms_kt # [m/s]; used to fit E04 model to estimate r0' + omeg <- 7.292e-5 # [s^-1] + + # Convert rMax175ms to meters + rMax175ms_m <- rMax175ms * 1000 + + # Calculate fcor + fcor <- 2 * omeg * sin(abs(TClats) * pi / 180) + + # Calculate Muser (Eq 2 of CK22) + Muser <- rMax175ms_m * Vuser + 0.5 * abs(fcor) * rMax175ms_m^2 + + # Define f*rMax175ms + halffcorrMax175ms_m <- 0.5 * fcor * rMax175ms_m + + # Coefficient estimates from CK22 (Eq 7 / Table 2 of CK22) + coefs <- list(b = 0.699, c = -0.00618, f = -0.00210) + + # Estimate Mmax/Muser (Eq 6 of CK22) + MmaxMuser_predict <- coefs$b * exp(coefs$c * (vMax - Vuser) + + coefs$f * (vMax - Vuser) * halffcorrMax175ms_m) + + # Solve for predicted rmax (Eq 3 of CK22) + Mmax_predict <- MmaxMuser_predict * Muser + + # (Eq 4 of CK22) + rmax_predict <- (vMax / fcor) * (sqrt(1 + (2 * fcor * Mmax_predict / (vMax^2))) - 1) + + # Convert rmax to km + rMax <- rmax_predict / 1000 + + return(rMax) +} diff --git a/TCHazaRds_ACS.Rproj b/TCHazaRds_ACS.Rproj index bf73ff4..584b854 100644 --- a/TCHazaRds_ACS.Rproj +++ b/TCHazaRds_ACS.Rproj @@ -16,4 +16,4 @@ BuildType: Package PackageUseDevtools: Yes PackageInstallArgs: --no-multiarch --with-keep.source PackageCheckArgs: --as-cran -PackageRoxygenize: rd,collate,namespace,vignette +PackageRoxygenize: rd,collate,namespace diff --git a/inst/extdata/tuningParams/defult_params.csv b/inst/extdata/tuningParams/defult_params.csv index 997ceb5..8dab366 100644 --- a/inst/extdata/tuningParams/defult_params.csv +++ b/inst/extdata/tuningParams/defult_params.csv @@ -1,18 +1,19 @@ param,value,description -eP,1010,"""environmental pressure [hPa]""" -rMaxModel,1,"""TC radius of maximum winds model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'TW08'=4), or NA to use input TC$RMW, see function rMax_modelsR()""" -vMaxModel,1,"""TC maximum velocity model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'AH77'=4), or NA to use input TC$VMAX, see function vMax_modelsR()""" -betaModel,1,"""TC beta model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'AH77'=4), or NA to use input TC$B, see function beta_modelsR()""" -pressureProfileModel,0,"""TC pressure profile c('Holland'=0,'McConochie'=2)""" -windProfileModel,2,"""TC wind profile c('Holland'=0,'McConochie'=2)""" -windVortexModel,2,"""TC wind vortex model c('Kepert'=0,'Hubbert'=1,'McConochie'=2,'Jelesnianski'=4)""" -g,9.81,"""acceleration due to gravity [m/s2]""" -rhoa,1.14,"""air density [kg/m3]""" -surface,1,"""equals one if winds are reduced from the gradient level to the surface, otherwise gradient winds are returned.[-]""" -Decay_a1,0.615,"""exponential surface wind decay inland constant [-]""" -Decay_a2,0.945,"""exponential surface wind decay over water constant [-]""" -Decay_a3,0.5125,"""exponential surface wind decay inland exponent [-]""" -Wave_a,0.29,"""O'Grady 2024 eq.1 a parameter""" -Wave_x,1.06,"""O'Grady 2024 eq.1 x parameter""" -Wave_b,-0.0157,"""O'Grady 2024 eq.1 b parameter""" -Wave_c,-0.0294,"""O'Grady 2024 eq.1 c parameter""" \ No newline at end of file +eP,1010,"environmental pressure [hPa]" +rMaxModel,1,"TC radius of maximum winds model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'TW08'=4), or NA to use input TC\$RMAX, see function rMax_modelsR" +vMaxModel,1,"TC maximum velocity model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'AH77'=4), or NA to use input TC\$VMAX, see function vMax_modelsR" +betaModel,1,"TC beta model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'AH77'=4), or NA to use input TC\$B, see function beta_modelsR" +rMax2Model,1,"TC outer radius of 17.5m/s winds model ('150km'=1,'CK22'=2), or NA to use inuput TC\$RMAX2, see function rMax2_modelsR" +pressureProfileModel,0,"TC pressure profile c('Holland'=0,'McConochie'=2)" +windProfileModel,2,"TC wind profile c('Holland'=0,'McConochie'=2)" +windVortexModel,2,"TC wind vortex model c('Kepert'=0,'Hubbert'=1,'McConochie'=2,'Jelesnianski'=4)" +g,9.81,"acceleration due to gravity [m/s2]" +rhoa,1.14,"air density [kg/m3]" +surface,1,"equals one if winds are reduced from the gradient level to the surface, otherwise gradient winds are returned.[-]" +Decay_a1,0.615,"exponential surface wind decay inland constant [-]" +Decay_a2,0.945,"exponential surface wind decay over water constant [-]" +Decay_a3,0.5125,"exponential surface wind decay inland exponent [-]" +Wave_a,0.29,"O'Grady 2024 eq.1 a parameter" +Wave_x,1.06,"O'Grady 2024 eq.1 x parameter" +Wave_b,-0.0157,"O'Grady 2024 eq.1 b parameter" +Wave_c,-0.0294,"O'Grady 2024 eq.1 c parameter" diff --git a/inst/extdata/tuningParams/defult_params.csv.bak b/inst/extdata/tuningParams/defult_params.csv.bak new file mode 100644 index 0000000..0b5b67b --- /dev/null +++ b/inst/extdata/tuningParams/defult_params.csv.bak @@ -0,0 +1,19 @@ +param,value,description +eP,1010,"environmental pressure [hPa]" +rMaxModel,1,"TC radius of maximum winds model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'TW08'=4), or NA to use input TC$RMAX, see function rMax_modelsR" +vMaxModel,1,"TC maximum velocity model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'AH77'=4), or NA to use input TC$VMAX, see function vMax_modelsR" +betaModel,1,"TC beta model c('AP21'=0,'MK14'=1,'WR04'=2,'VW08'=3,'AH77'=4), or NA to use input TC$B, see function beta_modelsR" +rMax2Model,1,"TC outer radius of 17.5m/s winds model ('150km'=1,'CK22'=2), or NA to use inuput TC$RMAX2, see function rMax2_modelsR" +pressureProfileModel,0,"TC pressure profile c('Holland'=0,'McConochie'=2)" +windProfileModel,2,"TC wind profile c('Holland'=0,'McConochie'=2)" +windVortexModel,2,"TC wind vortex model c('Kepert'=0,'Hubbert'=1,'McConochie'=2,'Jelesnianski'=4)" +g,9.81,"acceleration due to gravity [m/s2]" +rhoa,1.14,"air density [kg/m3]" +surface,1,"equals one if winds are reduced from the gradient level to the surface, otherwise gradient winds are returned.[-]" +Decay_a1,0.615,"exponential surface wind decay inland constant [-]" +Decay_a2,0.945,"exponential surface wind decay over water constant [-]" +Decay_a3,0.5125,"exponential surface wind decay inland exponent [-]" +Wave_a,0.29,"O'Grady 2024 eq.1 a parameter" +Wave_x,1.06,"O'Grady 2024 eq.1 x parameter" +Wave_b,-0.0157,"O'Grady 2024 eq.1 b parameter" +Wave_c,-0.0294,"O'Grady 2024 eq.1 c parameter" diff --git a/man/DoubleHollandPressureProfile.Rd b/man/DoubleHollandPressureProfile.Rd index b2676dc..8522440 100644 --- a/man/DoubleHollandPressureProfile.Rd +++ b/man/DoubleHollandPressureProfile.Rd @@ -4,11 +4,13 @@ \alias{DoubleHollandPressureProfile} \title{Double Holland Pressure Profile} \usage{ -DoubleHollandPressureProfile(rMax, dP, cP, beta, R) +DoubleHollandPressureProfile(rMax, rMax2, dP, cP, beta, R) } \arguments{ \item{rMax}{radius of maximum winds in km} +\item{rMax2}{radius of outer radial winds in km} + \item{dP}{pressure differential, environmental less TC central pressure in hPa} \item{cP}{TC central pressure in hPa} diff --git a/man/DoubleHollandPressureProfilePi.Rd b/man/DoubleHollandPressureProfilePi.Rd index ca7a57b..3e92e39 100644 --- a/man/DoubleHollandPressureProfilePi.Rd +++ b/man/DoubleHollandPressureProfilePi.Rd @@ -4,11 +4,13 @@ \alias{DoubleHollandPressureProfilePi} \title{Double Holland Pressure Profile Time Series} \usage{ -DoubleHollandPressureProfilePi(rMax, dP, cP, beta, R) +DoubleHollandPressureProfilePi(rMax, rMax2, dP, cP, beta, R) } \arguments{ \item{rMax}{radius of maximum winds in km} +\item{rMax2}{radius of outer radial winds in km} + \item{dP}{pressure differential, environmental less TC central pressure in hPa} \item{cP}{TC central pressure in hPa} diff --git a/man/DoubleHollandWindProfile.Rd b/man/DoubleHollandWindProfile.Rd index 099fdd8..9383067 100644 --- a/man/DoubleHollandWindProfile.Rd +++ b/man/DoubleHollandWindProfile.Rd @@ -4,7 +4,7 @@ \alias{DoubleHollandWindProfile} \title{Double Holland Wind Profile} \usage{ -DoubleHollandWindProfile(f, vMax, rMax, dP, cP, rho, beta, R) +DoubleHollandWindProfile(f, vMax, rMax, rMax2, dP, cP, rho, beta, R) } \arguments{ \item{f}{single coriolis parameter at the centre of TC in hz} @@ -13,6 +13,8 @@ DoubleHollandWindProfile(f, vMax, rMax, dP, cP, rho, beta, R) \item{rMax}{radius of maximum winds in km} +\item{rMax2}{radius of outer radial winds in km} + \item{dP}{pressure differential, environmental less TC central pressure in hPa} \item{cP}{TC central pressure in hPa} diff --git a/man/DoubleHollandWindProfilePi.Rd b/man/DoubleHollandWindProfilePi.Rd index bfb657e..e207407 100644 --- a/man/DoubleHollandWindProfilePi.Rd +++ b/man/DoubleHollandWindProfilePi.Rd @@ -4,7 +4,7 @@ \alias{DoubleHollandWindProfilePi} \title{Double Holland Wind Profile Time Series} \usage{ -DoubleHollandWindProfilePi(f, vMax, rMax, dP, cP, rho, beta, R) +DoubleHollandWindProfilePi(f, vMax, rMax, rMax2, dP, cP, rho, beta, R) } \arguments{ \item{f}{single coriolis parameter at the centre of TC in hz} @@ -13,6 +13,8 @@ DoubleHollandWindProfilePi(f, vMax, rMax, dP, cP, rho, beta, R) \item{rMax}{radius of maximum winds in km} +\item{rMax2}{radius of outer radial winds in km} + \item{dP}{pressure differential, environmental less TC central pressure in hPa} \item{cP}{TC central pressure in hPa} diff --git a/man/NewHollandWindProfile.Rd b/man/NewHollandWindProfile.Rd index 9784c5c..df63ddc 100644 --- a/man/NewHollandWindProfile.Rd +++ b/man/NewHollandWindProfile.Rd @@ -4,13 +4,15 @@ \alias{NewHollandWindProfile} \title{New Holland Wind Profile Time Series} \usage{ -NewHollandWindProfile(f, rMax, dP, rho, R, vMax, beta) +NewHollandWindProfile(f, rMax, rMax2, dP, rho, R, vMax, beta) } \arguments{ \item{f}{single coriolis parameter at the centre of TC in hz} \item{rMax}{radius of maximum winds in km} +\item{rMax2}{radius of outer 17.5ms winds in km} + \item{dP}{pressure differential, environmental less TC central pressure in hPa} \item{rho}{density of air in Kg/m3} diff --git a/man/NewHollandWindProfilePi.Rd b/man/NewHollandWindProfilePi.Rd index 0bb06dc..f74518b 100644 --- a/man/NewHollandWindProfilePi.Rd +++ b/man/NewHollandWindProfilePi.Rd @@ -4,13 +4,15 @@ \alias{NewHollandWindProfilePi} \title{New Holland Wind Profile Time Series} \usage{ -NewHollandWindProfilePi(f, rMax, dP, rho, R, vMax, beta) +NewHollandWindProfilePi(f, rMax, rMax2, dP, rho, R, vMax, beta) } \arguments{ \item{f}{single coriolis parameter at the centre of TC in hz} \item{rMax}{radius of maximum winds in km} +\item{rMax2}{radius of outer 17ms winds in km} + \item{dP}{pressure differential, environmental less TC central pressure in hPa} \item{rho}{density of air in Kg/m3} diff --git a/man/TCProfilePts.Rd b/man/TCProfilePts.Rd index ec1cc8e..cb0cff0 100644 --- a/man/TCProfilePts.Rd +++ b/man/TCProfilePts.Rd @@ -35,6 +35,7 @@ TCi <- vect(cbind(c(154.1,154),c(-26.1,-26)),"lines",crs="epsg:4283") #track lin TCi$PRES <- 950 TCi$RMAX <- 40 TCi$B <- 1.4 +TCi$RMAX2 <- 90 TCi$ISO_TIME <- "2022-10-04 20:00:00" TCi$LON <- geom(TCi)[1,3] TCi$LAT <- geom(TCi)[1,4] diff --git a/man/predict_rmax.Rd b/man/predict_rmax.Rd new file mode 100644 index 0000000..202a00b --- /dev/null +++ b/man/predict_rmax.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/WindHazaRds.R +\name{predict_rmax} +\alias{predict_rmax} +\title{predict_rmax} +\usage{ +predict_rmax(rMax175ms, vMax, TClats) +} +\arguments{ +\item{rMax175ms}{Numeric. A vector of radius of 17.5 m/s winds (in km).} + +\item{vMax}{Numeric. A vector of maximum wind speeds (m/s).} + +\item{TClats}{Numeric. A vector of latitudes of tropical cyclones (in degrees).} +} +\value{ +A vector of predicted rmax values (in km). +} +\description{ +Predicts the radius of maximum winds (rmax) based on the radius of 17.5 m/s winds +(rMax175ms) using the Chavas and Knaff (2022) model. +} +\examples{ +rMax175ms <- c(100, 120, 140) +vMax <- c(50, 55, 60) +TClats <- c(20, 25, 30) +predict_rmax(rMax175ms, vMax, TClats) +} diff --git a/man/rMax175ms_solver.Rd b/man/rMax175ms_solver.Rd new file mode 100644 index 0000000..a5189dc --- /dev/null +++ b/man/rMax175ms_solver.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/WindHazaRds.R +\name{rMax175ms_solver} +\alias{rMax175ms_solver} +\title{rMax175ms_solver} +\usage{ +rMax175ms_solver(rMax175ms_m, vMax, rmax_predict_m, TClats) +} +\arguments{ +\item{rMax175ms_m}{Numeric. Guessed radius of 17.5 m/s winds in meters.} + +\item{vMax}{Numeric. Maximum wind speed (m/s).} + +\item{rmax_predict_m}{Numeric. Target radius of maximum winds in meters.} + +\item{TClats}{Numeric. Latitude of the tropical cyclone in degrees.} +} +\value{ +The difference between the guessed rmax and the target rmax. +} +\description{ +A helper function for numerically solving the radius of 17.5 m/s winds using the +Chavas and Knaff (2022) model. This function is called by `uniroot` to compute +the difference between the guessed and actual rmax values. +} +\examples{ +rMax175ms_solver(100000, 50, 36000, 20) +} diff --git a/man/rMax2_modelsR.Rd b/man/rMax2_modelsR.Rd new file mode 100644 index 0000000..3e27494 --- /dev/null +++ b/man/rMax2_modelsR.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/WindHazaRds.R +\name{rMax2_modelsR} +\alias{rMax2_modelsR} +\title{rMax2_modelsR} +\usage{ +rMax2_modelsR(rMax2Model, rMax, vMax, TClats) +} +\arguments{ +\item{rMax2Model}{TC outer radius of 17.5m/s winds model ('150km'=1,'CK22'=2)} + +\item{rMax}{Numeric. A vector of radius of maximum winds (km).} + +\item{vMax}{Numeric. A vector of maximum wind speeds (m/s).} + +\item{TClats}{Numeric. A vector of latitudes of tropical cyclone cwntre in degrees.} +} +\value{ +A vector of predicted rMax175ms values (in km). +} +\description{ +Numerically solves for the radius of 17.5 m/s winds (rMax175ms) using the +Chavas and Knaff (2022) model and `uniroot`. +} +\examples{ +rMax <- c(30, 36, 40) +vMax <- c(50, 55, 60) +TClats <- c(20, 25, 30) +rMax2_modelsR(2,rMax, vMax, TClats) +} diff --git a/man/update_Track.Rd b/man/update_Track.Rd index 0e78239..407e7c1 100644 --- a/man/update_Track.Rd +++ b/man/update_Track.Rd @@ -15,11 +15,13 @@ update_Track( rMaxModel, vMaxModel, betaModel, + rMax2Model, eP, rho = NULL, RMAX, VMAX, - B + B, + RMAX2 ) } \arguments{ @@ -43,6 +45,8 @@ update_Track( \item{betaModel}{empirical model for TC shape parameter beta (dimensionless Beta)} +\item{rMax2Model}{empirical model for radius of outer 17.5ms wind calculation (rMax2 in km)} + \item{eP}{background environmental pressure (hPa)} \item{rho}{air density} @@ -52,6 +56,8 @@ update_Track( \item{VMAX}{If params rMaxModel value is NA, use input TC$VMAX} \item{B}{If params rMaxModel value is NA, use input TC$B} + +\item{RMAX2}{If params rMax2Model value is NA, use input TC$RMAX2} } \value{ list of track data inclining the rMax vMax and Beta. @@ -70,6 +76,7 @@ TCi$PRES <- TCi$BOM_PRES TCi$RMAX <- TCi$BOM_RMW/1.852 #convert from nautical miles to km TCi$VMAX <- TCi$BOM_WIND*1.94 #convert from knots to m/s TCi$B <- 1.4 +TCi$RMAX2 <- 150 t1 <- strptime("2011-02-01 09:00:00","\%Y-\%m-\%d \%H:\%M:\%S", tz = "UTC") #first date in POSIX format t2 <- strptime(rev(TCi$ISO_TIME)[1],"\%Y-\%m-\%d \%H:\%M:\%S", tz = "UTC") #last date in POSIX format outdate <- seq(t1,t2,"hour") #array sequence from t1 to t2 stepping by “hour” @@ -79,16 +86,18 @@ TCil = update_Track(outdate = outdate, TClons = TCi$LON, TClats = TCi$LAT, vFms=TCi$STORM_SPD, - thetaFms=TCi$thetaFm, + thetaFms=TCi$thetaFm, cPs=TCi$PRES, - rMaxModel=params$rMaxModel, + rMaxModel=params$rMaxModel, vMaxModel=params$vMaxModel, betaModel=params$betaModel, + rMax2Model = params$rMaxModel, eP = params$eP, rho = params$rhoa, RMAX = TCi$RMAX, VMAX = TCi$VMAX, - B = TCi$B + B = TCi$B, + RMAX2 = TCi$RMAX2 ) # 'observed' along tack parameters are calculated (#Model = NA) TCil = update_Track(outdate = outdate, @@ -96,15 +105,17 @@ TCil = update_Track(outdate = outdate, TClons = TCi$LON, TClats = TCi$LAT, vFms=TCi$STORM_SPD, - thetaFms=TCi$thetaFm, + thetaFms=TCi$thetaFm, cPs=TCi$PRES, - rMaxModel=NA, + rMaxModel=NA, vMaxModel=NA, betaModel=NA, + rMax2Model = NA, eP = params$eP, rho = params$rhoa, RMAX = TCi$RMAX, VMAX = TCi$VMAX, - B = TCi$B + B = TCi$B, + RMAX2 = TCi$RMAX2 ) } diff --git a/src/RcppExports.cpp b/src/RcppExports.cpp index d991718..9979c0f 100644 --- a/src/RcppExports.cpp +++ b/src/RcppExports.cpp @@ -85,52 +85,55 @@ BEGIN_RCPP END_RCPP } // NewHollandWindProfilePi -NumericMatrix NewHollandWindProfilePi(NumericVector f, NumericVector rMax, NumericVector dP, float rho, NumericVector R, NumericVector vMax, NumericVector beta); -RcppExport SEXP _TCHazaRds_NewHollandWindProfilePi(SEXP fSEXP, SEXP rMaxSEXP, SEXP dPSEXP, SEXP rhoSEXP, SEXP RSEXP, SEXP vMaxSEXP, SEXP betaSEXP) { +NumericMatrix NewHollandWindProfilePi(NumericVector f, NumericVector rMax, NumericVector rMax2, NumericVector dP, float rho, NumericVector R, NumericVector vMax, NumericVector beta); +RcppExport SEXP _TCHazaRds_NewHollandWindProfilePi(SEXP fSEXP, SEXP rMaxSEXP, SEXP rMax2SEXP, SEXP dPSEXP, SEXP rhoSEXP, SEXP RSEXP, SEXP vMaxSEXP, SEXP betaSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; Rcpp::RNGScope rcpp_rngScope_gen; Rcpp::traits::input_parameter< NumericVector >::type f(fSEXP); Rcpp::traits::input_parameter< NumericVector >::type rMax(rMaxSEXP); + Rcpp::traits::input_parameter< NumericVector >::type rMax2(rMax2SEXP); Rcpp::traits::input_parameter< NumericVector >::type dP(dPSEXP); Rcpp::traits::input_parameter< float >::type rho(rhoSEXP); Rcpp::traits::input_parameter< NumericVector >::type R(RSEXP); Rcpp::traits::input_parameter< NumericVector >::type vMax(vMaxSEXP); Rcpp::traits::input_parameter< NumericVector >::type beta(betaSEXP); - rcpp_result_gen = Rcpp::wrap(NewHollandWindProfilePi(f, rMax, dP, rho, R, vMax, beta)); + rcpp_result_gen = Rcpp::wrap(NewHollandWindProfilePi(f, rMax, rMax2, dP, rho, R, vMax, beta)); return rcpp_result_gen; END_RCPP } // DoubleHollandWindProfilePi -NumericMatrix DoubleHollandWindProfilePi(NumericVector f, NumericVector vMax, NumericVector rMax, NumericVector dP, NumericVector cP, float rho, NumericVector beta, NumericVector R); -RcppExport SEXP _TCHazaRds_DoubleHollandWindProfilePi(SEXP fSEXP, SEXP vMaxSEXP, SEXP rMaxSEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP rhoSEXP, SEXP betaSEXP, SEXP RSEXP) { +NumericMatrix DoubleHollandWindProfilePi(NumericVector f, NumericVector vMax, NumericVector rMax, NumericVector rMax2, NumericVector dP, NumericVector cP, float rho, NumericVector beta, NumericVector R); +RcppExport SEXP _TCHazaRds_DoubleHollandWindProfilePi(SEXP fSEXP, SEXP vMaxSEXP, SEXP rMaxSEXP, SEXP rMax2SEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP rhoSEXP, SEXP betaSEXP, SEXP RSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; Rcpp::RNGScope rcpp_rngScope_gen; Rcpp::traits::input_parameter< NumericVector >::type f(fSEXP); Rcpp::traits::input_parameter< NumericVector >::type vMax(vMaxSEXP); Rcpp::traits::input_parameter< NumericVector >::type rMax(rMaxSEXP); + Rcpp::traits::input_parameter< NumericVector >::type rMax2(rMax2SEXP); Rcpp::traits::input_parameter< NumericVector >::type dP(dPSEXP); Rcpp::traits::input_parameter< NumericVector >::type cP(cPSEXP); Rcpp::traits::input_parameter< float >::type rho(rhoSEXP); Rcpp::traits::input_parameter< NumericVector >::type beta(betaSEXP); Rcpp::traits::input_parameter< NumericVector >::type R(RSEXP); - rcpp_result_gen = Rcpp::wrap(DoubleHollandWindProfilePi(f, vMax, rMax, dP, cP, rho, beta, R)); + rcpp_result_gen = Rcpp::wrap(DoubleHollandWindProfilePi(f, vMax, rMax, rMax2, dP, cP, rho, beta, R)); return rcpp_result_gen; END_RCPP } // DoubleHollandPressureProfilePi -NumericVector DoubleHollandPressureProfilePi(NumericVector rMax, NumericVector dP, NumericVector cP, NumericVector beta, NumericVector R); -RcppExport SEXP _TCHazaRds_DoubleHollandPressureProfilePi(SEXP rMaxSEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP betaSEXP, SEXP RSEXP) { +NumericVector DoubleHollandPressureProfilePi(NumericVector rMax, NumericVector rMax2, NumericVector dP, NumericVector cP, NumericVector beta, NumericVector R); +RcppExport SEXP _TCHazaRds_DoubleHollandPressureProfilePi(SEXP rMaxSEXP, SEXP rMax2SEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP betaSEXP, SEXP RSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; Rcpp::RNGScope rcpp_rngScope_gen; Rcpp::traits::input_parameter< NumericVector >::type rMax(rMaxSEXP); + Rcpp::traits::input_parameter< NumericVector >::type rMax2(rMax2SEXP); Rcpp::traits::input_parameter< NumericVector >::type dP(dPSEXP); Rcpp::traits::input_parameter< NumericVector >::type cP(cPSEXP); Rcpp::traits::input_parameter< NumericVector >::type beta(betaSEXP); Rcpp::traits::input_parameter< NumericVector >::type R(RSEXP); - rcpp_result_gen = Rcpp::wrap(DoubleHollandPressureProfilePi(rMax, dP, cP, beta, R)); + rcpp_result_gen = Rcpp::wrap(DoubleHollandPressureProfilePi(rMax, rMax2, dP, cP, beta, R)); return rcpp_result_gen; END_RCPP } @@ -248,52 +251,55 @@ BEGIN_RCPP END_RCPP } // NewHollandWindProfile -NumericMatrix NewHollandWindProfile(float f, float rMax, float dP, float rho, NumericVector R, float vMax, float beta); -RcppExport SEXP _TCHazaRds_NewHollandWindProfile(SEXP fSEXP, SEXP rMaxSEXP, SEXP dPSEXP, SEXP rhoSEXP, SEXP RSEXP, SEXP vMaxSEXP, SEXP betaSEXP) { +NumericMatrix NewHollandWindProfile(float f, float rMax, float rMax2, float dP, float rho, NumericVector R, float vMax, float beta); +RcppExport SEXP _TCHazaRds_NewHollandWindProfile(SEXP fSEXP, SEXP rMaxSEXP, SEXP rMax2SEXP, SEXP dPSEXP, SEXP rhoSEXP, SEXP RSEXP, SEXP vMaxSEXP, SEXP betaSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; Rcpp::RNGScope rcpp_rngScope_gen; Rcpp::traits::input_parameter< float >::type f(fSEXP); Rcpp::traits::input_parameter< float >::type rMax(rMaxSEXP); + Rcpp::traits::input_parameter< float >::type rMax2(rMax2SEXP); Rcpp::traits::input_parameter< float >::type dP(dPSEXP); Rcpp::traits::input_parameter< float >::type rho(rhoSEXP); Rcpp::traits::input_parameter< NumericVector >::type R(RSEXP); Rcpp::traits::input_parameter< float >::type vMax(vMaxSEXP); Rcpp::traits::input_parameter< float >::type beta(betaSEXP); - rcpp_result_gen = Rcpp::wrap(NewHollandWindProfile(f, rMax, dP, rho, R, vMax, beta)); + rcpp_result_gen = Rcpp::wrap(NewHollandWindProfile(f, rMax, rMax2, dP, rho, R, vMax, beta)); return rcpp_result_gen; END_RCPP } // DoubleHollandWindProfile -NumericMatrix DoubleHollandWindProfile(float f, float vMax, float rMax, float dP, float cP, float rho, float beta, NumericVector R); -RcppExport SEXP _TCHazaRds_DoubleHollandWindProfile(SEXP fSEXP, SEXP vMaxSEXP, SEXP rMaxSEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP rhoSEXP, SEXP betaSEXP, SEXP RSEXP) { +NumericMatrix DoubleHollandWindProfile(float f, float vMax, float rMax, float rMax2, float dP, float cP, float rho, float beta, NumericVector R); +RcppExport SEXP _TCHazaRds_DoubleHollandWindProfile(SEXP fSEXP, SEXP vMaxSEXP, SEXP rMaxSEXP, SEXP rMax2SEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP rhoSEXP, SEXP betaSEXP, SEXP RSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; Rcpp::RNGScope rcpp_rngScope_gen; Rcpp::traits::input_parameter< float >::type f(fSEXP); Rcpp::traits::input_parameter< float >::type vMax(vMaxSEXP); Rcpp::traits::input_parameter< float >::type rMax(rMaxSEXP); + Rcpp::traits::input_parameter< float >::type rMax2(rMax2SEXP); Rcpp::traits::input_parameter< float >::type dP(dPSEXP); Rcpp::traits::input_parameter< float >::type cP(cPSEXP); Rcpp::traits::input_parameter< float >::type rho(rhoSEXP); Rcpp::traits::input_parameter< float >::type beta(betaSEXP); Rcpp::traits::input_parameter< NumericVector >::type R(RSEXP); - rcpp_result_gen = Rcpp::wrap(DoubleHollandWindProfile(f, vMax, rMax, dP, cP, rho, beta, R)); + rcpp_result_gen = Rcpp::wrap(DoubleHollandWindProfile(f, vMax, rMax, rMax2, dP, cP, rho, beta, R)); return rcpp_result_gen; END_RCPP } // DoubleHollandPressureProfile -NumericVector DoubleHollandPressureProfile(float rMax, float dP, float cP, float beta, NumericVector R); -RcppExport SEXP _TCHazaRds_DoubleHollandPressureProfile(SEXP rMaxSEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP betaSEXP, SEXP RSEXP) { +NumericVector DoubleHollandPressureProfile(float rMax, float rMax2, float dP, float cP, float beta, NumericVector R); +RcppExport SEXP _TCHazaRds_DoubleHollandPressureProfile(SEXP rMaxSEXP, SEXP rMax2SEXP, SEXP dPSEXP, SEXP cPSEXP, SEXP betaSEXP, SEXP RSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; Rcpp::RNGScope rcpp_rngScope_gen; Rcpp::traits::input_parameter< float >::type rMax(rMaxSEXP); + Rcpp::traits::input_parameter< float >::type rMax2(rMax2SEXP); Rcpp::traits::input_parameter< float >::type dP(dPSEXP); Rcpp::traits::input_parameter< float >::type cP(cPSEXP); Rcpp::traits::input_parameter< float >::type beta(betaSEXP); Rcpp::traits::input_parameter< NumericVector >::type R(RSEXP); - rcpp_result_gen = Rcpp::wrap(DoubleHollandPressureProfile(rMax, dP, cP, beta, R)); + rcpp_result_gen = Rcpp::wrap(DoubleHollandPressureProfile(rMax, rMax2, dP, cP, beta, R)); return rcpp_result_gen; END_RCPP } @@ -357,9 +363,9 @@ static const R_CallMethodDef CallEntries[] = { {"_TCHazaRds_RankineWindProfilePi", (DL_FUNC) &_TCHazaRds_RankineWindProfilePi, 4}, {"_TCHazaRds_HollandWindProfilePi", (DL_FUNC) &_TCHazaRds_HollandWindProfilePi, 7}, {"_TCHazaRds_HollandPressureProfilePi", (DL_FUNC) &_TCHazaRds_HollandPressureProfilePi, 5}, - {"_TCHazaRds_NewHollandWindProfilePi", (DL_FUNC) &_TCHazaRds_NewHollandWindProfilePi, 7}, - {"_TCHazaRds_DoubleHollandWindProfilePi", (DL_FUNC) &_TCHazaRds_DoubleHollandWindProfilePi, 8}, - {"_TCHazaRds_DoubleHollandPressureProfilePi", (DL_FUNC) &_TCHazaRds_DoubleHollandPressureProfilePi, 5}, + {"_TCHazaRds_NewHollandWindProfilePi", (DL_FUNC) &_TCHazaRds_NewHollandWindProfilePi, 8}, + {"_TCHazaRds_DoubleHollandWindProfilePi", (DL_FUNC) &_TCHazaRds_DoubleHollandWindProfilePi, 9}, + {"_TCHazaRds_DoubleHollandPressureProfilePi", (DL_FUNC) &_TCHazaRds_DoubleHollandPressureProfilePi, 6}, {"_TCHazaRds_HubbertWindFieldPi", (DL_FUNC) &_TCHazaRds_HubbertWindFieldPi, 7}, {"_TCHazaRds_McConochieWindFieldPi", (DL_FUNC) &_TCHazaRds_McConochieWindFieldPi, 8}, {"_TCHazaRds_KepertWindFieldPi", (DL_FUNC) &_TCHazaRds_KepertWindFieldPi, 8}, @@ -367,9 +373,9 @@ static const R_CallMethodDef CallEntries[] = { {"_TCHazaRds_JelesnianskiWindProfile", (DL_FUNC) &_TCHazaRds_JelesnianskiWindProfile, 4}, {"_TCHazaRds_HollandWindProfile", (DL_FUNC) &_TCHazaRds_HollandWindProfile, 7}, {"_TCHazaRds_HollandPressureProfile", (DL_FUNC) &_TCHazaRds_HollandPressureProfile, 5}, - {"_TCHazaRds_NewHollandWindProfile", (DL_FUNC) &_TCHazaRds_NewHollandWindProfile, 7}, - {"_TCHazaRds_DoubleHollandWindProfile", (DL_FUNC) &_TCHazaRds_DoubleHollandWindProfile, 8}, - {"_TCHazaRds_DoubleHollandPressureProfile", (DL_FUNC) &_TCHazaRds_DoubleHollandPressureProfile, 5}, + {"_TCHazaRds_NewHollandWindProfile", (DL_FUNC) &_TCHazaRds_NewHollandWindProfile, 8}, + {"_TCHazaRds_DoubleHollandWindProfile", (DL_FUNC) &_TCHazaRds_DoubleHollandWindProfile, 9}, + {"_TCHazaRds_DoubleHollandPressureProfile", (DL_FUNC) &_TCHazaRds_DoubleHollandPressureProfile, 6}, {"_TCHazaRds_HubbertWindField", (DL_FUNC) &_TCHazaRds_HubbertWindField, 7}, {"_TCHazaRds_McConochieWindField", (DL_FUNC) &_TCHazaRds_McConochieWindField, 8}, {"_TCHazaRds_KepertWindField", (DL_FUNC) &_TCHazaRds_KepertWindField, 8}, diff --git a/src/RcppExports.o b/src/RcppExports.o index 6563da3f5cc6ad6136627a1a2a68362ac923cca1..d96b2a79b780d99b7d74ddf7d15cede1b0187b94 100644 GIT binary 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zt87CXMY(~6Q0^K=M5ItRpjU^xmb)o%7UT5iWjJ*NeYI)~qL0GYbGGMpMHNOF!doXS zBgk$BI#kgrvq=v_Nx&clDleDPmCZ_JOMQBJWDyh%6i4gL;sm5jRfYHPLHYLy^Of3M zeJYnVk`^A%5%JL({yPef+ay$4tI~p`4v1GbH`lk#m1^6|^x$VKp2a4#h+5v_S-nu3 hsx+o&>)Z0FTd|N|X7&7Jsk~*nRGk&?HhV(*{{Z{|f @@ -179,10 +178,33 @@ plot(HAZp,"Sw",levels=ats,col = wcol(13),range = range(ats),type="continuous",bo lines(TC) ``` +TC wind fields can be modelled, or tested, with observed, or constant, B (Beta) profile peakedness parameter by defining TC$B and setting betaModel = NA in paramsTable +```{r} +TCi$B = 2.2 +paramsTableCB = paramsTable +paramsTableCB$value[paramsTableCB$param == "betaModel"] = NA +HAZpCP = TCHazaRdsWindProfile(GEO_land_v,TCi,paramsTableCB) + +``` + +Other parameters can be adjusted, here we model a larger outer radius (RMAX2) profile parameter by defining TC$RMAX2 and setting rMax2Model = NA in paramsTable +```{r} +TCi$RMAX2 = 200 +paramsTableRMAX2 = paramsTable +paramsTableRMAX2$value[paramsTableRMAX2$param == "rMax2Model"] = NA +HAZpRMAX2 = TCHazaRdsWindProfile(GEO_land_v,TCi,paramsTableRMAX2) + +``` + + Positive radial distance values are to the right of the forward motion (90 deg clockwise). ```{r, out.width = '80%',fig.height=4,fig.width=6, fig.align = "center"} -plot(HAZp$radialdist,HAZp$Sw,type="l",xlab = "Radial distance [km]",ylab = "Wind speed [m/s]");grid() +plot(HAZp$radialdist,HAZp$Sw,type="l",xlab = "Radial distance [km]",ylab = "Wind speed [m/s]",ylim = c(0,70));grid() +lines(HAZp$radialdist,HAZpCP$Sw,col=2) +lines(HAZpRMAX2$radialdist,HAZpRMAX2$Sw,col=4) +legend("topleft",c("B = MK14, RMAX2 = 150 km",paste0("B = ",TCi$B,", RMAX2 = 150 km"),paste0("B = MK14, RMAX2 = ",TCi$RMAX2," km")),lty=1,col = c(1,2,4),cex=.7) +title("Profiles of different peakness B and outer radius RMAX2 parameters",cex.main=.9) ```