From ac5d1cb3ac3ac79ccc00a981c74ddb0bdce25af0 Mon Sep 17 00:00:00 2001 From: thomased Date: Wed, 18 Jul 2018 18:11:06 +1000 Subject: [PATCH] Add a couple more visual systems --- NEWS.md | 6 +- R/sensdata.R | 16 ++- R/sysdata.rda | Bin 114557 -> 129290 bytes R/vismodel.R | 255 +++++++++++++++++++++++---------------------- inst/doc/pavo.html | 235 ++++++++++++++++++++--------------------- man/sensdata.Rd | 15 +-- man/vismodel.Rd | 31 +++--- 7 files changed, 290 insertions(+), 268 deletions(-) diff --git a/NEWS.md b/NEWS.md index ca9dcb82c..1a75c0161 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,10 +2,12 @@ pavo 2.0.0 (development) ------------------------------------------------------------------------------ NEW FEATURES -* image-based workflow for the combined analysis of colour and pattern geometry +* image-based workflow for the combined analysis of colour and pattern geometry +* added the visual systems of the (trichromatic) jumping spider _Habronattus pyrrithrix_ +and the (trichromatic) triggerfish _Rhinecanthus aculeatus_ MINOR FEATURES AND BUG FIXES -* CIELAB values have been rescaled, and are expressed in the more standard range: +* cieLAB values have been rescaled, and are expressed in the more standard range: L [0,100], ab [-128,127] pavo 1.4.0 diff --git a/R/sensdata.R b/R/sensdata.R index a613a1a67..efe39b459 100644 --- a/R/sensdata.R +++ b/R/sensdata.R @@ -21,6 +21,8 @@ #' \item \code{'musca'}: Housefly \emph{Musca domestica} visual system. #' \item \code{'pfowl'}: Peafowl \emph{Pavo cristatus} visual system. #' \item \code{'star'}: Starling \emph{Sturnus vulgaris} visual system. +#' \item \code{'habronattus'}: Jumping spider \emph{Habronattus pyrrithrix}. +#' \item \code{'rhinecanthus'}: Triggerfish \emph{Rhinecanthus aculeatus}. #' } #' @param achromatic the sensitivity data used to calculate luminance (achromatic) #' receptor stimulation. Options are: @@ -31,6 +33,7 @@ #' \item \code{'ch.dc'}: Chicken \emph{Gallus gallus} double cone. #' \item \code{'st.dc'}: Starling \emph{Sturnus vulgaris} double cone. #' \item \code{'md.r1'}: Housefly \emph{Musca domestica} R1-6 photoreceptor. +#' \item \code{'ra.dc'}: Triggerfish \emph{Rhinecanthus aculeatus} double cone. #' } #' @param illum illuminants. Options are: #' \itemize{ @@ -65,7 +68,7 @@ #' # Plot the honeybee's receptors #' sensdata(visual = 'apis', ylab = 'Absorbance', plot = TRUE) #' -#' # Plot the vverage UV vs V avian receptors +#' # Plot the average UV vs V avian receptors #' sensdata(visual = c('avg.v', 'avg.uv'), ylab = 'Absorbance', plot = TRUE) #' #' # Retrieve the CIE colour matching functions as an rspec object @@ -79,8 +82,11 @@ #' sensdata <- function( - visual = c("none", "all", "avg.uv", "avg.v", "bluetit", "ctenophorus", "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca"), - achromatic = c("none", "all", "bt.dc", "ch.dc", "st.dc", "md.r1"), + visual = c( + "none", "all", "avg.uv", "avg.v", "bluetit", "ctenophorus", "star", + "pfowl", "apis", "canis", "cie2", "cie10", "musca", "habronattus", "rhinecanthus" + ), + achromatic = c("none", "all", "bt.dc", "ch.dc", "st.dc", "md.r1", "ra.dc"), illum = c("none", "all", "bluesky", "D65", "forestshade"), trans = c("none", "all", "bluetit", "blackbird"), bkg = c("none", "all", "green"), @@ -97,7 +103,7 @@ sensdata <- function( # Visual system if (!isTRUE("none" %in% visual2)) { if (isTRUE("all" %in% visual2)) { - visual2 <- c("avg.uv", "avg.v", "bluetit", "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca") + visual2 <- c("avg.uv", "avg.v", "bluetit", "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca", "habronattus", "rhinecanthus") } sens <- as.data.frame(vissyst) S <- as.data.frame(subset(sens, select = grepl(paste(visual2, collapse = "|"), names(sens)))) @@ -107,7 +113,7 @@ sensdata <- function( # Achromatic receptor if (!isTRUE("none" %in% achro2)) { if (isTRUE("all" %in% achro2)) { - achro2 <- c("bt.dc", "ch.dc", "st.dc", "md.r1") + achro2 <- c("bt.dc", "ch.dc", "st.dc", "md.r1", "ra.dc") } sens <- as.data.frame(vissyst) achro <- as.data.frame(subset(sens, select = grepl(paste(achro2, collapse = "|"), names(sens)))) diff --git a/R/sysdata.rda b/R/sysdata.rda index 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z$S%mhd@4i?@aD_Dvj@JM?(;H-;@Kc%@obE}!OS5Cebv>4&p~EEc5OS4ceHksDW5(*A z@)9Jycc;w8veP-wVh%evad)}kgCrZds%*jeDK7TBTGJMXSfq9}R^&PBzhaOf-wlox z0|vjQ!@ZN1cbYx(keg9_Z}6$|)cFkM-KQpV@2t-N5Css;`LF 0) { warning(paste("The spectral data contain ", length(y[y < 0]), " negative value(s), which may produce unexpected results. Consider using procspec() to correct them.")) } - + visual2 <- try(match.arg(visual), silent = TRUE) sens <- vissyst achromatic2 <- try(match.arg(achromatic), silent = TRUE) illum2 <- try(match.arg(illum), silent = TRUE) bg2 <- try(match.arg(bkg), silent = TRUE) tr2 <- try(match.arg(trans), silent = TRUE) - + if (class(achromatic2) == "try-error") { if (is.logical(achromatic)) { if (FALSE %in% achromatic) { @@ -170,81 +176,81 @@ vismodel <- function(rspecdata, } } } - + qcatch <- match.arg(qcatch) - + # Defaults for CIE-specific stuff. Bit ugly - better way to do this? if (substr(visual2, 1, 3) == "cie") { if (!vonkries) { vonkries <- TRUE warning("cie system chosen, overriding vonkries to TRUE", call. = FALSE) } - + if (relative) { relative <- FALSE warning("cie system chosen, overriding relative to FALSE", call. = FALSE) } - + if (achromatic2 != "none") { achromatic2 <- "none" warning("cie system chosen, overriding achromatic to none", call. = FALSE) } - + if (qcatch != "Qi") { qcatch <- "Qi" warning("cie system chosen, overriding qcatch to Qi", call. = FALSE) } } - + # Defaults for segment analysis stuff. if (visual2 == "segment") { if (vonkries) { vonkries <- FALSE warning("segment analysis chosen, overriding vonkries to FALSE", call. = FALSE) } - + if (!relative) { relative <- TRUE warning("segment analysis chosen, overriding relative to TRUE", call. = FALSE) } - + if (achromatic2 != "all") { achromatic2 <- "all" warning("segment analysis chosen, overriding achromatic to all", call. = FALSE) } - + if (qcatch != "Qi") { qcatch <- "Qi" warning("segment analysis chosen, overriding qcatch to Qi", call. = FALSE) } - + if (bg2 != "ideal") { bg2 <- "ideal" warning("segment analysis chosen, overriding bkg to ideal", call. = FALSE) } - + if (tr2 != "ideal") { tr2 <- "ideal" warning("segment analysis chosen, overriding trans to ideal", call. = FALSE) } - + if (illum2 != "ideal") { illum2 <- "ideal" warning("segment analysis chosen, overriding illum to ideal", call. = FALSE) } } - + # Grab the visual system if (visual2 == "segment") { # make a weird custom 'visual system' for segment analysis S <- data.frame(matrix(0, nrow = length(wl), ncol = 4)) names(S) <- c("S1", "S2", "S3", "S4") segmts <- trunc(as.numeric(quantile(min(wl):max(wl)))) - + S[wl %in% segmts[1]:segmts[2], 1] <- 1 S[wl %in% segmts[2]:segmts[3], 2] <- 1 S[wl %in% segmts[3]:segmts[4], 3] <- 1 S[wl %in% segmts[4]:segmts[5], 4] <- 1 - + sens_wl <- wl } else if (!inherits(visual2, "try-error")) { visual <- match.arg(visual) @@ -257,72 +263,72 @@ vismodel <- function(rspecdata, fullS <- visual visual <- "user-defined" } - + conenumb <- dim(S)[2] - + if (visual2 == "segment") { conenumb <- "seg" } - + # transform from percentages to proportions according to Vorobyev 2003 - + if (max(y) > 1) { y <- y / 100 } - + # Check if wavelength range matches if (!isTRUE(all.equal(wl, sens_wl, check.attributes = FALSE)) & - !inherits(visual2, "try-error")) { + !inherits(visual2, "try-error")) { stop("wavelength range in spectra and visual system data do not match - spectral data must range between 300 and 700 nm in 1-nm intervals. Consider interpolating using as.rspec().") } - + if (!isTRUE(all.equal(wl, sens_wl, check.attributes = FALSE))) { stop("wavelength range in spectra and visual system data do not match") } - + # DEFINING ILLUMINANT & BACKGROUND - + bgil <- bgandilum - + if (!inherits(illum2, "try-error")) { illum <- bgil[, grep(illum2, names(bgil))] } else { illum2 <- "user-defined" } - + if (illum2 == "ideal") { illum <- rep(1, dim(rspecdata)[1]) } - - + + if (!inherits(bg2, "try-error")) { if (is.null(bkg)) stop("chosen background is NULL") bkg <- bgil[, grep(bg2, names(bgil))] } else { bg2 <- "user-defined" } - + if (bg2 == "ideal") { bkg <- rep(1, dim(rspecdata)[1]) } - + # Defining ocular transmission - + trdat <- transmissiondata - + if (!inherits(tr2, "try-error")) { if (is.null(trans)) stop("chosen transmission is NULL") trans <- trdat[, grep(tr2, names(trdat))] } else { tr2 <- "user-defined" } - + if (tr2 == "ideal") { trans <- rep(1, dim(rspecdata)[1]) } - + if (tr2 != "ideal" & visual == "user-defined") { if ("sensmod" %in% class(fullS)) { if (attr(fullS, "om")) { @@ -330,108 +336,108 @@ vismodel <- function(rspecdata, Using anything other than trans = "ideal" means ocular media effects are being applied a second time.', call. = FALSE) } - } - } - + } + } + if ("rspec" %in% class(trans)) { transwhichused <- names(trans)[2] trans <- trans[, 2] warning(paste("Transmission is an rspec object; first spectrum (", - dQuote(transwhichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(transwhichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - + if ("data.frame" %in% class(trans) | "matrix" %in% class(trans) & - !"rspec" %in% class(trans)) { + !"rspec" %in% class(trans)) { transgwhichused <- names(trans)[1] trans <- trans[, 1] warning(paste("Transmission is a matrix or data frame; first column (", - dQuote(transgwhichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(transgwhichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - - - + + + if ("rspec" %in% class(bkg)) { bkgwhichused <- names(bkg)[2] bkg <- bkg[, 2] warning(paste("Background is an rspec object; first spectrum (", - dQuote(bkgwhichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(bkgwhichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - + if ("data.frame" %in% class(bkg) | "matrix" %in% class(bkg) & - !"rspec" %in% class(bkg)) { + !"rspec" %in% class(bkg)) { bkgwhichused <- names(bkg)[1] bkg <- bkg[, 1] warning(paste("Background is a matrix or data frame; first column (", - dQuote(bkgwhichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(bkgwhichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - - + + # scale background from percentage to proportion if (max(bkg) > 1) { bkg <- bkg / 100 } - + # scale transmission from percentage to proportion if (max(trans) > 1) { trans <- trans / 100 } - + # is the illuminant a matrix, dataframe or rspec? - + if ("rspec" %in% class(illum)) { whichused <- names(illum)[2] illum <- illum[, 2] warning(paste("Illuminant is an rspec object; first spectrum (", - dQuote(whichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(whichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - + if ("data.frame" %in% class(illum) | "matrix" %in% class(illum) & - !"rspec" %in% class(illum)) { + !"rspec" %in% class(illum)) { whichused <- names(illum)[1] illum <- illum[, 1] warning(paste("Illuminant is a matrix or data frame; first column (", - dQuote(whichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(whichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - + # scale illuminant illum <- illum * scale - + indices <- 1:dim(S)[2] - + # Filter specs by transmission - + y <- y * trans - + # calculate Qi if (substr(visual2, 1, 3) == "cie") { # Slightly different for CIE K <- 100 / colSums(S[2] * illum) @@ -442,103 +448,102 @@ vismodel <- function(rspecdata, } else { Qi <- data.frame(sapply(indices, function(x) colSums(y * S[, x] * illum))) } - + # in case rspecdata only has one spectrum - + if (dim(Qi)[2] < 2) { Qi <- data.frame(t(Qi)) rownames(Qi) <- names(y) } - + names(Qi) <- names(S) - - + + # calculate achromatic contrast - + # user-defined achromatic receptor - + if (inherits(achromatic2, "try-error")) { achromatic2 <- "user-defined" - + # is achromatic a matrix, dataframe or rspec? - + if ("rspec" %in% class(achromatic)) { whichused <- names(achromatic)[2] achromatic <- achromatic[, 2] warning(paste("Achromatic is an rspec object; first spectrum (", - dQuote(whichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(whichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - + if ("data.frame" %in% class(achromatic) | "matrix" %in% class(achromatic) & - !"rspec" %in% class(achromatic)) { + !"rspec" %in% class(achromatic)) { whichused <- names(achromatic)[1] achromatic <- achromatic[, 1] warning(paste("Achromatic is a matrix or data frame; first column (", - dQuote(whichused), ") has been used (remaining columns ignored)", - sep = "" + dQuote(whichused), ") has been used (remaining columns ignored)", + sep = "" ) , call. = FALSE ) } - + L <- achromatic lum <- colSums(y * L * illum) Qi <- data.frame(cbind(Qi, lum)) } - + # using one of the predefined receptors - - if (achromatic2 == "bt.dc" | achromatic2 == "ch.dc" | achromatic2 == "st.dc" | achromatic2 == "md.r1") { + if (any(c('bt.dc', 'ch.dc', 'st.dc', 'md.r1', 'ra.dc') %in% achromatic2)) { L <- sens[, grep(achromatic2, names(sens))] lum <- colSums(y * L * illum) Qi <- data.frame(cbind(Qi, lum)) } - + if (achromatic2 == "ml") { L <- rowSums(S[, c(dim(S)[2] - 1, dim(S)[2])]) lum <- colSums(y * L * illum) Qi <- data.frame(cbind(Qi, lum)) } - + if (achromatic2 == "l") { L <- S[, dim(S)[2]] lum <- colSums(y * L * illum) Qi <- data.frame(cbind(Qi, lum)) } - + if (achromatic2 == "all") { L <- rowSums(S) lum <- colSums(y * L * illum) Qi <- data.frame(cbind(Qi, lum)) } - + if (achromatic2 == "segment") { Qi <- data.frame(cbind(Qi, B)) } - + if (achromatic2 == "none") { L <- NULL lum <- NULL } - + # von Kries correction (constant adapting background) - + vk <- "(von Kries color correction not applied)" - + # quantum catch normalized to the background (qi = k*Qi) - + if (vonkries) { if (!is.null(lum)) { S <- data.frame(cbind(S, L)) uncqi <- Qi[, "lum"] } - + if (substr(visual, 1, 3) == "cie") { k <- 1 / (colSums(S * bkg * illum) * K) Qi <- data.frame(t(t(Qi) * k)) @@ -547,38 +552,38 @@ vismodel <- function(rspecdata, Qi <- data.frame(t(t(Qi) * k)) } vk <- "(von Kries color correction applied)" - + if (!is.null(lum)) { Qi[, "lum"] <- uncqi } } - + fi <- log(Qi) # fechner law (signal ~ log quantum catch) Ei <- Qi / (Qi + 1) # hyperbolic transform - + matrix(apply(Qi, 2, min), nrow = dim(Qi)[2], ncol = dim(Qi)[2], byrow = TRUE) - + # Convert to relative if (relative & !is.null(lum)) { Qi[, -dim(Qi)[2]] <- Qi[, -dim(Qi)[2]] / rowSums(Qi[, -dim(Qi)[2]]) fi[, -dim(fi)[2]] <- fi[, -dim(fi)[2]] / rowSums(fi[, -dim(fi)[2]]) Ei[, -dim(Ei)[2]] <- Ei[, -dim(Ei)[2]] / rowSums(Ei[, -dim(Ei)[2]]) } - + if (relative & is.null(lum)) { Qi <- Qi / rowSums(Qi) fi <- fi / rowSums(fi) Ei <- Ei / rowSums(Ei) } - + # OUTPUT - + res <- switch(qcatch, Qi = Qi, fi = fi, Ei = Ei) - + class(res) <- c("vismodel", "data.frame") - + # Descriptive attributes - + attr(res, "qcatch") <- qcatch attr(res, "visualsystem.chromatic") <- visual attr(res, "visualsystem.achromatic") <- achromatic2 @@ -588,13 +593,13 @@ vismodel <- function(rspecdata, attr(res, "relative") <- relative attr(res, "conenumb") <- conenumb # previously dim(S)[2], but that overestimated b/c of binding L to S attr(res, "vonkries") <- vonkries - + # Data attributes attr(res, "data.visualsystem.chromatic") <- S attr(res, "data.visualsystem.achromatic") <- L attr(res, "data.illuminant") <- illum attr(res, "data.background") <- bkg attr(res, "data.transmission") <- trans - + res - } \ No newline at end of file +} diff --git a/inst/doc/pavo.html b/inst/doc/pavo.html index ea8fbdc1a..c0bec42db 100644 --- a/inst/doc/pavo.html +++ b/inst/doc/pavo.html @@ -12,7 +12,7 @@ - + pavo @@ -280,7 +280,7 @@

pavo

Rafael Maia, Thomas White, Hugo Gruson, Pierre-Paul Bitton, Chad Eliason

-

2018-07-12

+

2018-07-18

-
##        refl1       refl2 wavelength
-## 1 0.85181352 -2.19512087      300.0
-## 2 0.41385248  1.23534752      300.5
-## 3 0.10864039 -0.01831111      301.0
-## 4 1.10723135 -2.05225522      301.5
-## 5 0.60070271  0.94154098      302.0
-## 6 0.04168142  1.10562764      302.5
+
##         refl1      refl2 wavelength
+## 1  0.54471303 -0.7410029      300.0
+## 2 -0.05583723  1.9827606      300.5
+## 3  1.54389241 -0.4758633      301.0
+## 4  0.12726763  1.9333729      301.5
+## 5  0.90569847 -0.1826949      302.0
+## 6  1.15541654 -0.7465058      302.5
## [1] FALSE
@@ -424,34 +424,34 @@

Importing

## [1] TRUE
-
##    wl     refl1       refl2
-## 1 300 0.8518135 -2.19512087
-## 2 301 0.1086404 -0.01831111
-## 3 302 0.6007027  0.94154098
-## 4 303 0.3581153 -0.73449301
-## 5 304 0.4305370  1.03979454
-## 6 305 0.9499875 -1.16869675
+
##    wl      refl1      refl2
+## 1 300  0.5447130 -0.7410029
+## 2 301  1.5438924 -0.4758633
+## 3 302  0.9056985 -0.1826949
+## 4 303 -2.1255973 -1.7016153
+## 5 304 -1.6264000 -0.1876227
+## 6 305  1.0683334 -0.5334608

As can be seen, as.rspec renames the column containing wavelengths, sets it as the first column, interpolates the data in 1-nm bins and converts the data to an rspec object. Note that the same output is returned with specifying whichwl = 3:

-
##    wl     refl1       refl2
-## 1 300 0.8518135 -2.19512087
-## 2 301 0.1086404 -0.01831111
-## 3 302 0.6007027  0.94154098
-## 4 303 0.3581153 -0.73449301
-## 5 304 0.4305370  1.03979454
-## 6 305 0.9499875 -1.16869675
+
##    wl      refl1      refl2
+## 1 300  0.5447130 -0.7410029
+## 2 301  1.5438924 -0.4758633
+## 3 302  0.9056985 -0.1826949
+## 4 303 -2.1255973 -1.7016153
+## 5 304 -1.6264000 -0.1876227
+## 6 305  1.0683334 -0.5334608

Finally, the lim argument allows you to specify the range of wavelengths contained in the input dataset. This is useful either in the case that the dataset doesn’t contain this information (and hence you cannot specify the column with whichwl or automatically find the column with as.rspec). Additionally, it may be useful to focus on a subset of wavelength. In our example, the wavelengths ranged from 300 to 700 nm, however you could also specify a restricted range of wavelengths with lim:

## wavelengths found in column 3
-

+

We want to stress that it is important to check the actual wavelengths contained in the data before setting this argument (as.rspec will warn you when wavelengths in the data are not present in the range specified with lim), otherwise as.rspec will assume that wavelengths exist when in fact they may not. For example, if we set lim = c(300, 1000) and plot the results, the reflectance values between 700 and 1000 nm are set to be equal since there is no information at these wavelengths in the original dataset:

## wavelengths found in column 3
## Warning in as.rspec(fakedat, lim = c(300, 1000)): Specified wavelength
 ## limits outside of actual data. Check 'lim' argument.
-

+

Subsetting and Merging Spectral Data

@@ -1424,20 +1424,20 @@

CIE Spaces

when \(R_n(\lambda)\) is a perfect diffuse reflector (i.e. 1).

-
##                               X         Y         Z        L            a
-## Goodenia_heterophylla 0.2074305 0.2067084 0.3013614 1.691253  0.091908831
-## Goodenia_geniculata   0.6472803 0.6752456 0.4240380 5.524744 -0.778898966
-## Goodenia_gracilis     0.5153064 0.4587957 0.0153714 3.753788  2.157990123
-## Xyris_operculata      0.2884446 0.2353124 0.2224271 1.925286  1.966170677
-## Eucalyptus_sp         0.4431842 0.4470468 0.4019893 3.657660  0.005744138
-## Faradaya_splendida    0.6636975 0.6553481 0.2869075 5.361946  0.507048199
+
##                               X         Y         Z        L           a
+## Goodenia_heterophylla 0.2074305 0.2067084 0.3013614 16.91253  0.91908831
+## Goodenia_geniculata   0.6472803 0.6752456 0.4240380 55.24744 -7.78898966
+## Goodenia_gracilis     0.5153064 0.4587957 0.0153714 37.53788 21.57990123
+## Xyris_operculata      0.2884446 0.2353124 0.2224271 19.25286 19.66170677
+## Eucalyptus_sp         0.4431842 0.4470468 0.4019893 36.57660  0.05744138
+## Faradaya_splendida    0.6636975 0.6553481 0.2869075 53.61946  5.07048199
 ##                                b
-## Goodenia_heterophylla -2.4336189
-## Goodenia_geniculata    1.9981497
-## Goodenia_gracilis      6.1991586
-## Xyris_operculata      -0.6289287
-## Eucalyptus_sp         -0.8295538
-## Faradaya_splendida     4.1517115
+## Goodenia_heterophylla -24.336189 +## Goodenia_geniculata 19.981497 +## Goodenia_gracilis 61.991586 +## Xyris_operculata -6.289287 +## Eucalyptus_sp -8.295538 +## Faradaya_splendida 41.517115

Our output now contains the tristimulus XYZ values, as well as their Lab counterparts, which are coordinates in the Lab space. These can also be visualised in three-dimensional Lab space by calling plot:

@@ -1679,17 +1679,18 @@

Image Color-Classification

The classification of RGB images into discrete color-classes is an essential step on the road to several analyses, and this is carried out in pavo via classify. The function currently implements k-means clustering which, although an ‘unsupervised’ methods of image segmentation, offers some flexibility in the way in which it is carried out. In the simplest case, we can specify an image or image(s) as well as the number of discrete colors in each (estimated beforehand, perhaps through visual modelling to predict the number of discriminable colors), and allow the k-means clustering algorithm to do its work. Since we have two images, with (arguably) four and three colours each, including the white background, we can specify this information using kcols, before visualising the results with summary.

- +
## Image classification in progress...
+
_The k-means classified images of our butterflies, along with their identified color palettes_

The k-means classified images of our butterflies, along with their identified color palettes

- +
_The k-means classified images of our butterflies, along with their identified color palettes_

@@ -1697,18 +1698,18 @@

Image Color-Classification

There are other options available, which may be of particular use when the classification process is not producing the results that might be expected a priori. If analysing similar images with homologous colour patterns (e.g. individuals within a species), we could specify a single ‘reference’ image to be initially classified, using refID, with the RGB centers identified in this reference image used as pre-specified cluster centres in subsequent images. This helps to ensure that homologous pattern elements are reliably identified and classified between images. The classify function also offers an interactive option, via interactive = TRUE, wherein we can interactively click on representative colors within an image (or images individually), with the RGB values then used as cluster centers. This is particularly useful when images are being erroneously classified, since the standard k-means process randomly selects initial centers and so may (by chance) miss smaller patches, or confuse similar colors. By specifying the intial RGB centers interactively, it can be easier for the process to distinguish or ‘pull apart’ colours in such circumstances. Ultimately, there are several combinations of options availble during classification. For our butterflies, for example, we could use any of the following (though some would be very ill-advised):

- +
@@ -1717,76 +1718,78 @@

Analyzing Image Data

Adjacency and Boundary Strength Analyses

The adjacency (Endler 2012) and boundary strength (Endler et al. 2018) analyses offer a powerful method for quantiying various features of color pattern geometry. Briefly, the process entails classifying the pixels of images into a number of discrete colour classes, using classify as described above, before sampling the now-classified image with a square grid or user-specified density. The column-wise and row-wise colour-class transitions between adjacent points are then tallied, and from this a suite of summary statistics on pattern structure — from simple colour proportions, through to colour diversity and pattern complexity — are estimated. If the colour ‘distance’ between adjacent colour classes is known, such as might be estimated using spectral data for receptor-noise modelling via vismodel and coldist, then this can also be incorporated to derive several measures of the salience of patch boundaries.

In pavo, this is all carried out through the adjacent function, which takes several arguments that should be well understood. For our butterflies, we’ll specify a full x-dimension scale of 200 mm using xscale (which could be ignored if we specify scales using procimg), and a sampling density of 200, for a 200 x 200 grid. Since the white background of our images is fake and of no interest, we will also exclude it by specifying the color-class ID that corresponds to it (for more complex backgrounds, we could instead use procimg, as above, and ignore this argument).

- -
##             k     N n_off  p_clr1   p_clr2   p_clr3   p_clr4 q_clr1_clr1
-## h_melpomene 4 79600  9148 0.58485 0.047275 0.317650 0.050225   0.5691960
-## papilio     3 79600  5221 0.56195 0.198975 0.239075       NA   0.5506156
-##             q_clr1_clr2 q_clr2_clr2 q_clr1_clr3 q_clr2_clr3 q_clr3_clr3
-## h_melpomene 0.008002513 0.009082915  0.01394472  0.05443467   0.2755905
-## papilio     0.007035176 0.172889447  0.01150754  0.04704774   0.2109045
-##             q_clr1_clr4 q_clr2_clr4 q_clr3_clr4 q_clr4_clr4 t_clr1_clr2
-## h_melpomene 0.005188442  0.01442211  0.01893216  0.03120603  0.06963271
-## papilio              NA          NA          NA          NA  0.10725915
-##             t_clr1_clr3 t_clr2_clr3 t_clr1_clr4 t_clr2_clr4 t_clr3_clr4
-## h_melpomene   0.1213380   0.4736554  0.04514648   0.1254919   0.1647355
-## papilio       0.1754453   0.7172955          NA          NA          NA
-##                      m      m_r        m_c         A B       Sc       St
-## h_melpomene 0.14070935 0.116825 0.16459370 0.7097781 1 2.233596 3.462061
-## papilio     0.07201872 0.077800 0.06623744 1.1745624 1 2.424033 1.795982
-##                    Jc        Jt        Rt       Rab m_dS s_dS cv_dS m_dL
-## h_melpomene 0.5583990 0.5770101 0.8190414 0.9722647   NA   NA    NA   NA
-## papilio     0.8080109 0.5986606 0.9208990 1.4106517   NA   NA    NA   NA
-##             s_dL cv_dL m_hue s_hue var_hue m_sat s_sat cv_sat m_lum s_lum
-## h_melpomene   NA    NA    NA    NA      NA    NA    NA     NA    NA    NA
-## papilio       NA    NA    NA    NA      NA    NA    NA     NA    NA    NA
-##             cv_lum
-## h_melpomene     NA
-## papilio         NA
+ +
##             k     N n_off    p_clr1     p_clr2    p_clr3     p_clr4
+## h_melpomene 4 54064  6724 0.5850735 0.04794118 0.3164338 0.05055147
+## papilio     3 63241  4387 0.5607233 0.20022013 0.2390566         NA
+##             q_clr1_clr1 q_clr1_clr2 q_clr2_clr2 q_clr1_clr3 q_clr2_clr3
+## h_melpomene   0.5664028 0.009322285 0.009248298  0.01727582  0.05552678
+## papilio       0.5483942 0.007163075 0.173052292  0.01283977  0.04936671
+##             q_clr3_clr3 q_clr1_clr4 q_clr2_clr4 q_clr3_clr4 q_clr4_clr4
+## h_melpomene   0.2702353 0.005585972  0.01313258  0.02352767  0.02974253
+## papilio       0.2091839          NA          NA          NA          NA
+##             t_clr1_clr2 t_clr1_clr3 t_clr2_clr3 t_clr1_clr4 t_clr2_clr4
+## h_melpomene  0.07495538   0.1389054   0.4464604  0.04491374   0.1055919
+## papilio      0.10325963   0.1850923   0.7116481          NA          NA
+##             t_clr3_clr4          m        m_r        m_c         A
+## h_melpomene   0.1891731 0.12363129 0.11698529 0.13027729 0.8979715
+## papilio              NA 0.06894056 0.07836478 0.05951633 1.3166937
+##                   Sc       St        Jc        Jt         B        Rt Rab
+## h_melpomene 2.235660 3.660412 0.5589150 0.6100686 1.0392623 0.5965261   1
+## papilio     2.429267 1.813682 0.8097558 0.6045606 0.8536585 0.5513647   1
+##             m_dS s_dS cv_dS m_dL s_dL cv_dL m_hue s_hue var_hue m_sat
+## h_melpomene   NA   NA    NA   NA   NA    NA    NA    NA      NA    NA
+## papilio       NA   NA    NA   NA   NA    NA    NA    NA      NA    NA
+##             s_sat cv_sat m_lum s_lum cv_lum
+## h_melpomene    NA     NA    NA    NA     NA
+## papilio        NA     NA    NA    NA     NA

The output is a suite of statistics describing color pattern geometry in a tidy data frame that, since we fed it a list of images, contains one row for each of our samples. Note that some of the output is NA, which might occur when the focal statistic simply makes no sense for the image in question (such as the transition frequency between color categories 3 and 4, for an image that contains only 3 color categories). Others may result when we do not give adjacent enough information, such as the color-distances reqired to calculate the boundary-strength statistics, or the colormetrics required for overal pattern contrast. If we do give the function this information, we can see that those final variables now contain sensible output.

- +
##     c1   c2   dS  dL
 ## 1 clr1 clr2 10.6 1.1
 ## 2 clr1 clr3  5.1 2.5
 ## 3 clr2 clr3  4.4 3.2
- +
##   patch hue lum sat
 ## 1  clr1 1.2  10 3.5
 ## 2  clr2 2.2   5 1.1
 ## 3  clr3 1.6   7 6.3
- -
##         k     N n_off  p_clr1   p_clr2   p_clr3 q_clr1_clr1 q_clr1_clr2
-## papilio 3 79600  5221 0.56195 0.198975 0.239075   0.5506156 0.007035176
-##         q_clr2_clr2 q_clr1_clr3 q_clr2_clr3 q_clr3_clr3 t_clr1_clr2
-## papilio   0.1728894  0.01150754  0.04704774   0.2109045   0.1072591
-##         t_clr1_clr3 t_clr2_clr3          m    m_r        m_c        A B
-## papilio   0.1754453   0.7172955 0.07201872 0.0778 0.06623744 1.174562 1
-##               Sc       St        Jc        Jt       Rt      Rab     m_dS
-## papilio 2.424033 1.795982 0.8080109 0.5986606 0.920899 1.410652 5.187818
-##             s_dS     cv_dS     m_dL      s_dL     cv_dL    m_hue     s_hue
-## papilio 2.845423 0.5484817 2.851944 0.9939308 0.3485099 1.663715 0.4154308
-##           var_hue   m_sat    s_sat    cv_sat  m_lum    s_lum    cv_lum
-## papilio 0.0826731 3.69187 2.253625 0.6104293 8.2879 2.672163 0.3224174
+ +
##         k     N n_off    p_clr1    p_clr2    p_clr3 q_clr1_clr1
+## papilio 3 63241  4387 0.5607233 0.2002201 0.2390566   0.5483942
+##         q_clr1_clr2 q_clr2_clr2 q_clr1_clr3 q_clr2_clr3 q_clr3_clr3
+## papilio 0.007163075   0.1730523  0.01283977  0.04936671   0.2091839
+##         t_clr1_clr2 t_clr1_clr3 t_clr2_clr3          m        m_r
+## papilio   0.1032596   0.1850923   0.7116481 0.06894056 0.07836478
+##                m_c        A       Sc       St        Jc        Jt
+## papilio 0.05951633 1.316694 2.429267 1.813682 0.8097558 0.6045606
+##                 B        Rt Rab     m_dS     s_dS     cv_dS    m_dL
+## papilio 0.8536585 0.5513647   1 5.169774 2.780084 0.5377573 2.85359
+##              s_dL     cv_dL    m_hue     s_hue   var_hue   m_sat    s_sat
+## papilio 0.9745272 0.3415092 1.663715 0.4154308 0.0826731 3.68883 2.255009
+##            cv_sat   m_lum   s_lum  cv_lum
+## papilio 0.6113073 8.28173 2.67326 0.32279
diff --git a/man/sensdata.Rd b/man/sensdata.Rd index 591d3398f..4c3d4e286 100644 --- a/man/sensdata.Rd +++ b/man/sensdata.Rd @@ -5,11 +5,11 @@ \title{Retrieve or plot in-built data} \usage{ sensdata(visual = c("none", "all", "avg.uv", "avg.v", "bluetit", - "ctenophorus", "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca"), - achromatic = c("none", "all", "bt.dc", "ch.dc", "st.dc", "md.r1"), - illum = c("none", "all", "bluesky", "D65", "forestshade"), - trans = c("none", "all", "bluetit", "blackbird"), bkg = c("none", "all", - "green"), plot = FALSE, ...) + "ctenophorus", "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca", + "habronattus", "rhinecanthus"), achromatic = c("none", "all", "bt.dc", + "ch.dc", "st.dc", "md.r1", "ra.dc"), illum = c("none", "all", "bluesky", + "D65", "forestshade"), trans = c("none", "all", "bluetit", "blackbird"), + bkg = c("none", "all", "green"), plot = FALSE, ...) } \arguments{ \item{visual}{visual systems. Options are: @@ -31,6 +31,8 @@ sensdata(visual = c("none", "all", "avg.uv", "avg.v", "bluetit", \item \code{'musca'}: Housefly \emph{Musca domestica} visual system. \item \code{'pfowl'}: Peafowl \emph{Pavo cristatus} visual system. \item \code{'star'}: Starling \emph{Sturnus vulgaris} visual system. +\item \code{'habronattus'}: Jumping spider \emph{Habronattus pyrrithrix}. +\item \code{'rhinecanthus'}: Triggerfish \emph{Rhinecanthus aculeatus}. }} \item{achromatic}{the sensitivity data used to calculate luminance (achromatic) @@ -42,6 +44,7 @@ sensdata(visual = c("none", "all", "avg.uv", "avg.v", "bluetit", \item \code{'ch.dc'}: Chicken \emph{Gallus gallus} double cone. \item \code{'st.dc'}: Starling \emph{Sturnus vulgaris} double cone. \item \code{'md.r1'}: Housefly \emph{Musca domestica} R1-6 photoreceptor. + \item \code{'ra.dc'}: Triggerfish \emph{Rhinecanthus aculeatus} double cone. }} \item{illum}{illuminants. Options are: @@ -86,7 +89,7 @@ Retrieve (as an rspec object) or plot pavo's in-built spectral data. # Plot the honeybee's receptors sensdata(visual = 'apis', ylab = 'Absorbance', plot = TRUE) -# Plot the vverage UV vs V avian receptors +# Plot the average UV vs V avian receptors sensdata(visual = c('avg.v', 'avg.uv'), ylab = 'Absorbance', plot = TRUE) # Retrieve the CIE colour matching functions as an rspec object diff --git a/man/vismodel.Rd b/man/vismodel.Rd index a34c1d6e6..e5a44b95e 100644 --- a/man/vismodel.Rd +++ b/man/vismodel.Rd @@ -5,12 +5,12 @@ \title{Visual models} \usage{ vismodel(rspecdata, visual = c("avg.uv", "avg.v", "bluetit", "ctenophorus", - "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca", "segment"), - achromatic = c("none", "bt.dc", "ch.dc", "st.dc", "ml", "l", "md.r1", - "all"), illum = c("ideal", "bluesky", "D65", "forestshade"), - trans = c("ideal", "bluetit", "blackbird"), qcatch = c("Qi", "fi", "Ei"), - bkg = c("ideal", "green"), vonkries = FALSE, scale = 1, - relative = TRUE) + "star", "pfowl", "apis", "canis", "cie2", "cie10", "musca", "segment", + "habronattus", "rhinecanthus"), achromatic = c("none", "bt.dc", "ch.dc", + "st.dc", "md.r1", "ra.dc", "ml", "l", "all"), illum = c("ideal", "bluesky", + "D65", "forestshade"), trans = c("ideal", "bluetit", "blackbird"), + qcatch = c("Qi", "fi", "Ei"), bkg = c("ideal", "green"), + vonkries = FALSE, scale = 1, relative = TRUE) } \arguments{ \item{rspecdata}{(required) a data frame, possibly an object of class \code{rspec} @@ -39,20 +39,23 @@ remaining columns.} \item \code{'pfowl'}: Peafowl \emph{Pavo cristatus}. \item \code{'segment'}: Generic tetrachromat 'viewer' for use in the segment analysis of Endler (1990). \item \code{'star'}: Starling \emph{Sturnus vulgaris}. +\item \code{'habronattus'}: Jumping spider \emph{Habronattus pyrrithrix}. +\item \code{'rhinecanthus'}: Triggerfish \emph{Rhinecanthus aculeatus}. }} \item{achromatic}{the sensitivity data to be used to calculate luminance (achromatic) receptor stimulation. Either a vector containing the sensitivity for a single receptor, or one of the options: \itemize{ - \item \code{'none'}: no achromatic stimulation calculated - \item \code{'bt.dc'}: Blue tit \emph{Cyanistes caeruleus} double cone - \item \code{'ch.dc'}: Chicken \emph{Gallus gallus} double cone - \item \code{'st.dc'}: Starling \emph{Sturnus vulgaris} double cone - \item \code{'md.r1'}: Housefly \emph{Musca domestica} R1-6 photoreceptor - \item \code{'ml'}: the summed response of the two longest-wavelength photoreceptors - \item \code{'l'}: the longest-wavelength photoreceptor - \item \code{'all'}: the summed response of all photoreceptors + \item \code{'none'}: no achromatic stimulation calculated. + \item \code{'bt.dc'}: Blue tit \emph{Cyanistes caeruleus} double cone. + \item \code{'ch.dc'}: Chicken \emph{Gallus gallus} double cone. + \item \code{'st.dc'}: Starling \emph{Sturnus vulgaris} double cone. + \item \code{'md.r1'}: Housefly \emph{Musca domestica} R1-6 photoreceptor. + \item \code{'ra.dc'}: Triggerfish \emph{Rhinecanthus aculeatus} double cone. + \item \code{'ml'}: the summed response of the two longest-wavelength photoreceptors. + \item \code{'l'}: the longest-wavelength photoreceptor. + \item \code{'all'}: the summed response of all photoreceptors. }} \item{illum}{either a vector containing the illuminant, or one of the options: