From 6aab43fd3f868633a92bddd573243200113c6848 Mon Sep 17 00:00:00 2001 From: adelegem Date: Wed, 20 Nov 2024 11:18:32 +1100 Subject: [PATCH 1/3] updating examples --- NAMESPACE | 1 - R/calculate_spectral_metrics.R | 21 +-- R/create_masked_raster.R | 2 +- R/extract_pixel_values.R | 13 +- R/saltbush-package.R | 1 - README.Rmd | 33 ++++ README.md | 170 +++++++++--------- inst/extdata/aoi/NSABHC0009_aoi.dbf | Bin 0 -> 78 bytes .../NSABHC0009_aoi.prj} | 0 inst/extdata/aoi/NSABHC0009_aoi.shp | Bin 0 -> 492 bytes inst/extdata/aoi/NSABHC0009_aoi.shx | Bin 0 -> 108 bytes .../multiband_image_aoi.dbf} | Bin inst/extdata/aoi/multiband_image_aoi.prj | 1 + .../multiband_image_aoi.shp} | Bin .../multiband_image_aoi.shx} | Bin .../extdata/example/NSABHC0009_aggregated.tif | Bin 0 -> 211603 bytes man/calculate_cv.Rd | 3 +- man/create_masked_raster.Rd | 2 +- man/extract_pixel_values.Rd | 11 +- man/saltbush.Rd | 1 - tests/testthat/test-drone_process.R | 8 +- tests/testthat/test-test_spectral.R | 12 +- 22 files changed, 148 insertions(+), 131 deletions(-) create mode 100644 inst/extdata/aoi/NSABHC0009_aoi.dbf rename inst/extdata/{fishnet/multiband_image_fishnet.prj => aoi/NSABHC0009_aoi.prj} (100%) mode change 100755 => 100644 create mode 100644 inst/extdata/aoi/NSABHC0009_aoi.shp create mode 100644 inst/extdata/aoi/NSABHC0009_aoi.shx rename inst/extdata/{fishnet/multiband_image_fishnet.dbf => aoi/multiband_image_aoi.dbf} (100%) mode change 100755 => 100644 create mode 100644 inst/extdata/aoi/multiband_image_aoi.prj rename inst/extdata/{fishnet/multiband_image_fishnet.shp => aoi/multiband_image_aoi.shp} (100%) mode change 100755 => 100644 rename inst/extdata/{fishnet/multiband_image_fishnet.shx => aoi/multiband_image_aoi.shx} (100%) mode change 100755 => 100644 create mode 100644 inst/extdata/example/NSABHC0009_aggregated.tif diff --git a/NAMESPACE b/NAMESPACE index 10f0eb9..d5e01dc 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,6 +1,5 @@ # Generated by roxygen2: do not edit by hand -export(calculate_chv) export(calculate_chv_nopca) export(calculate_cv) export(calculate_field_diversity) diff --git a/R/calculate_spectral_metrics.R b/R/calculate_spectral_metrics.R index bc3ed76..c6fbc4c 100644 --- a/R/calculate_spectral_metrics.R +++ b/R/calculate_spectral_metrics.R @@ -1,13 +1,13 @@ #' @title Calculate Spectral Metrics #' @description Calculates CV, SV, and CHV from a pixel values dataframe with columns for each wavelength, `site_name`, and `aoi_id`. -#' This help file applies to the functions `calculate_cv`, `calculate_sv`, `calculate_chv`, `calculate_chv_nopca`, and `calculate_spectral_metrics`. +#' This help file applies to the functions `calculate_cv`, `calculate_sv`, `calculate_chv_nopca`, and `calculate_spectral_metrics`. #' @param pixel_values_df A data frame containing pixel values, typically obtained from the `extract_pixel_values` function. #' @param wavelengths A list of wavelengths that correspond to column names in `pixel_values_df`. #' @param rarefaction Logical; if TRUE, applies a rarefaction step that increases processing time. #' @param min_points Integer; minimum number of pixels per `aoi` to standardize uneven pixel numbers across sites (used if `rarefaction = TRUE`). #' @param n Integer; number of subset permutations if `rarefaction = TRUE`. #' @return A dataframe containing spectral metrics for each `aoi` within each site/raster. -#' @aliases calculate_cv calculate_sv calculate_chv calculate_chv_nopca calculate_spectral_metrics +#' @aliases calculate_cv calculate_sv calculate_chv_nopca calculate_spectral_metrics #' @export #' @import data.table #' @examples @@ -99,20 +99,7 @@ calculate_sv <- function(pixel_values_df, wavelengths) { } -# chv function -#' @import data.table -#' @export -calculate_chv <- function(df, dim) { - CHV_df <- df |> - select(1:dim) - # convert to matrix - CHV_matrix <- as.matrix(CHV_df) - - # calculate chv - CHV <- geometry::convhulln(CHV_matrix, option = "FA") - return(CHV) -} # function to calculate chv for each aoi #' @import data.table @@ -126,7 +113,7 @@ calculate_chv_nopca <- function(df, # convert to data.table for better performance setDT(df) - results <- data.table::data.table(aoi_id = double(), CHV_nopca = double()) + results <- data.table::data.table(aoi_id = double(), CHV = double()) # loop through each aoi_id for (aoi in unique(df$aoi_id)) { @@ -155,7 +142,7 @@ calculate_chv_nopca <- function(df, } # store results in data.table - results <- rbind(results, data.table::data.table(aoi_id = aoi, CHV_nopca = mean_chv), fill = TRUE) + results <- rbind(results, data.table::data.table(aoi_id = aoi, CHV = mean_chv), fill = TRUE) } return(results) diff --git a/R/create_masked_raster.R b/R/create_masked_raster.R index 9593017..04b1565 100644 --- a/R/create_masked_raster.R +++ b/R/create_masked_raster.R @@ -1,5 +1,5 @@ #' @title Create Masked Raster -#' @description Creates a masked raster, non-vegetation pixels using input ndvi & nir threshold values +#' @description Creates a masked raster, removes non-vegetation pixels using input ndvi & nir threshold values #' @param input can be a directory containing multiple tif/envi files, string of files, or single file. #' @param output_dir an output directory for the masked raster/s to be saved #' @param ndvi_threshold NDVI threshold (values beneath this contain non-veg pixels and should be masked) diff --git a/R/extract_pixel_values.R b/R/extract_pixel_values.R index 955d86b..f9fa149 100644 --- a/R/extract_pixel_values.R +++ b/R/extract_pixel_values.R @@ -2,18 +2,16 @@ #' @description Extracts pixel values from each layer of multiband image and creates pixel value df #' @param raster_files directory of input raster files #' @param aoi_files area of interest file - shapefile containing one or more site polygons for each raster -#' @param wavelength_names wavelength names for each band, must match order of stacked layers #' @return a df with pixel values for each of the image layers #' @examples -#' aoi_files <- list.files('inst/extdata/fishnet', -#' pattern = '_fishnet.shp$', full.names = TRUE) +#' aoi_files <- list.files('inst/extdata/aoi', +#' pattern = 'image_aoi.shp$', full.names = TRUE) #' raster_files <- list.files('inst/extdata/multiband_image', #' pattern = '.tif$', full.names = TRUE) -#' pixelvalues <- extract_pixel_values(raster_files, aoi_files, -#' c('blue', 'green', 'red', 'red_edge', 'nir')) +#' pixelvalues <- extract_pixel_values(raster_files, aoi_files) #' @export -extract_pixel_values <- function(raster_files, aoi_files, wavelength_names){ +extract_pixel_values <- function(raster_files, aoi_files){ all_pixel_values_list <- list() @@ -32,9 +30,6 @@ extract_pixel_values <- function(raster_files, aoi_files, wavelength_names){ # read in raster file raster_data <- raster::stack(raster_file) - # apply names - should be saved in wavelength order as per sect 1 of this script - names(raster_data) <- wavelength_names - # create empty list pixel_values_list <- list() diff --git a/R/saltbush-package.R b/R/saltbush-package.R index ca2c31b..97c3586 100644 --- a/R/saltbush-package.R +++ b/R/saltbush-package.R @@ -14,7 +14,6 @@ #' #' * [calculate_cv] #' * [calculate_sv] -#' * [calculate_chv] #' * [calculate_chv_nopca] #' * [calculate_spectral_metrics] #' * [create_masked_raster] diff --git a/README.Rmd b/README.Rmd index 3c4ff2a..bc9264b 100644 --- a/README.Rmd +++ b/README.Rmd @@ -51,6 +51,39 @@ library(saltbush) ## Usage +## Spectral metrics + +1. List raster files and area of interest files + +```{r} +raster_files <- list.files(system.file("extdata/example", package = "saltbush"), + pattern = '.tif$', full.names = TRUE) + +aoi_files <- list.files(system.file("extdata/aoi", package = "saltbush"), + pattern = 'NSABHC0009_aoi.shp$', full.names = TRUE) + + +``` + +2. Extract pixel values + +```{r} +pixel_values <- extract_pixel_values(raster_files, + aoi_files) + +head(pixel_values) +``` + +3. Calculate spectral metrics +```{r} +metrics <- calculate_spectral_metrics(pixel_values, masked = F, wavelengths = colnames(pixel_values[, 2:6]), rarefaction = F) + +head(metrics) + +``` + +## Taxonomic metrics + 1. Download example plot data from AusPlots. The `veg.PI` part extracts the point intercept data from the AusPlots data structure. ```{r} diff --git a/README.md b/README.md index 4dbf678..987c3d8 100644 --- a/README.md +++ b/README.md @@ -38,6 +38,45 @@ calculate spectral + taxonomic diversity values for assessment of the ## Usage +## Spectral metrics + +1. List raster files and area of interest files + +``` r +raster_files <- list.files(system.file("extdata/example", package = "saltbush"), + pattern = '.tif$', full.names = TRUE) + +aoi_files <- list.files(system.file("extdata/aoi", package = "saltbush"), + pattern = 'NSABHC0009_aoi.shp$', full.names = TRUE) +``` + +2. Extract pixel values + +``` r +pixel_values <- extract_pixel_values(raster_files, + aoi_files) + +head(pixel_values) +#> site_name blue green red red_edge nir aoi_id +#> 1 NSABHC0009 0.05511368 0.05600401 0.07633078 0.06699516 0.08160288 1 +#> 2 NSABHC0009 0.06224341 0.06684195 0.09760323 0.08534835 0.10119278 1 +#> 3 NSABHC0009 0.05985198 0.06332091 0.08991133 0.07894940 0.09560681 1 +#> 4 NSABHC0009 0.05927841 0.06296582 0.08709560 0.07646009 0.09347322 1 +#> 5 NSABHC0009 0.04356062 0.04587397 0.06008397 0.05540059 0.07216450 1 +#> 6 NSABHC0009 0.03945594 0.03824322 0.04755034 0.04384791 0.05770193 1 +``` + +3. Calculate spectral metrics + +``` r +metrics <- calculate_spectral_metrics(pixel_values, masked = F, wavelengths = colnames(pixel_values[, 2:6]), rarefaction = F) + +head(metrics) +#> site aoi_id CV SV CHV image_type +#> +#> 1: NSABHC0009 1 0.3314709 0.001708346 3.302738e-10 unmasked +``` + 1. Download example plot data from AusPlots. The `veg.PI` part extracts the point intercept data from the AusPlots data structure. @@ -62,100 +101,69 @@ my.data <- ausplotsR::get_ausplots(my.Plot_IDs=c("SATFLB0004", "QDAMGD0022", "NT field_diversity <- calculate_field_diversity(my.data) field_diversity #> $field_diversity -#> site species_richness shannon_diversity -#> 1 SATFLB0004-58658 28 2.379688 -#> 2 NTASTU0002-58429 22 2.200076 -#> 3 QDAMGD0022-53501 20 2.179534 -#> 4 SATFLB0004-53705 18 2.149992 -#> simpson_diversity pielou_evenness exp_shannon inv_simpson -#> 1 0.8649789 0.7141483 10.801533 7.406252 -#> 2 0.8509874 0.7117585 9.025696 6.710843 -#> 3 0.8242833 0.7275464 8.842187 5.690977 -#> 4 0.8375000 0.7438460 8.584786 6.153846 -#> survey -#> 1 SATFLB0004-58658 -#> 2 NTASTU0002-58429 -#> 3 QDAMGD0022-53501 -#> 4 SATFLB0004-53705 +#> site species_richness shannon_diversity simpson_diversity pielou_evenness exp_shannon +#> 1 SATFLB0004-58658 28 2.379688 0.8649789 0.7141483 10.801533 +#> 2 NTASTU0002-58429 22 2.200076 0.8509874 0.7117585 9.025696 +#> 3 QDAMGD0022-53501 20 2.179534 0.8242833 0.7275464 8.842187 +#> 4 SATFLB0004-53705 18 2.149992 0.8375000 0.7438460 8.584786 +#> inv_simpson survey +#> 1 7.406252 SATFLB0004-58658 +#> 2 6.710843 NTASTU0002-58429 +#> 3 5.690977 QDAMGD0022-53501 +#> 4 6.153846 SATFLB0004-53705 #> #> $community_matrices #> $community_matrices$`SATFLB0004-58658` -#> Acacia pravifolia Alectryon oleifolius subsp. canescens -#> 1 2 1 -#> Arthropodium Bursaria spinosa subsp. spinosa Callitris glaucophylla -#> 1 13 12 110 -#> Carrichtera annua Cassinia laevis Daucus glochidiatus -#> 1 23 17 1 -#> Dodonaea viscosa subsp. angustissima Eremophila deserti -#> 1 37 1 -#> Eucalyptus intertexta Hakea leucoptera subsp. leucoptera -#> 1 115 42 -#> Leiocarpa semicalva subsp. semicalva -#> 1 1 -#> Lomandra multiflora subsp. dura Millotia Na Olearia decurrens -#> 1 1 3 7 18 -#> Oxalis perennans Pauridia glabella var. glabella Poaceae -#> 1 1 8 2 -#> Ptilotus obovatus Rhagodia parabolica Scleranthus pungens -#> 1 22 49 3 -#> Sida petrophila Triodia Wahlenbergia Wurmbea -#> 1 2 1 1 1 -#> Xanthorrhoea quadrangulata -#> 1 2 +#> Acacia pravifolia Alectryon oleifolius subsp. canescens Arthropodium +#> 1 2 1 13 +#> Bursaria spinosa subsp. spinosa Callitris glaucophylla Carrichtera annua Cassinia laevis +#> 1 12 110 23 17 +#> Daucus glochidiatus Dodonaea viscosa subsp. angustissima Eremophila deserti Eucalyptus intertexta +#> 1 1 37 1 115 +#> Hakea leucoptera subsp. leucoptera Leiocarpa semicalva subsp. semicalva +#> 1 42 1 +#> Lomandra multiflora subsp. dura Millotia Na Olearia decurrens Oxalis perennans +#> 1 1 3 7 18 1 +#> Pauridia glabella var. glabella Poaceae Ptilotus obovatus Rhagodia parabolica Scleranthus pungens +#> 1 8 2 22 49 3 +#> Sida petrophila Triodia Wahlenbergia Wurmbea Xanthorrhoea quadrangulata +#> 1 2 1 1 1 2 #> #> $community_matrices$`NTASTU0002-58429` -#> Atalaya hemiglauca Bauhinia cunninghamii -#> 1 1 2 -#> Brachychiton diversifolius subsp. diversifolius -#> 1 3 -#> Brachychiton paradoxus Chrysopogon fallax Corymbia confertiflora -#> 1 1 77 21 -#> Corymbia polycarpa Corymbia terminalis Dichanthium fecundum -#> 1 47 103 98 -#> Dodonaea oxyptera Dolichandrone filiformis -#> 1 2 2 -#> Erythrophleum chlorostachys Eucalyptus chlorophylla -#> 1 25 29 -#> Eucalyptus pruinosa Eulalia aurea -#> 1 26 6 -#> Flueggea virosa subsp. melanthesoides -#> 1 1 -#> Gardenia ewartii subsp. ewartii Glycine tomentella Na -#> 1 3 6 2 +#> Atalaya hemiglauca Bauhinia cunninghamii Brachychiton diversifolius subsp. diversifolius +#> 1 1 2 3 +#> Brachychiton paradoxus Chrysopogon fallax Corymbia confertiflora Corymbia polycarpa +#> 1 1 77 21 47 +#> Corymbia terminalis Dichanthium fecundum Dodonaea oxyptera Dolichandrone filiformis +#> 1 103 98 2 2 +#> Erythrophleum chlorostachys Eucalyptus chlorophylla Eucalyptus pruinosa Eulalia aurea +#> 1 25 29 26 6 +#> Flueggea virosa subsp. melanthesoides Gardenia ewartii subsp. ewartii Glycine tomentella Na +#> 1 1 3 6 2 #> Schizachyrium fragile Terminalia canescens Themeda triandra #> 1 1 8 168 #> #> $community_matrices$`QDAMGD0022-53501` -#> Amaranthus mitchellii Aristida latifolia Astrebla elymoides -#> 1 1 7 27 -#> Astrebla pectinata Boerhavia schomburgkiana Bothriochloa ewartiana -#> 1 57 1 6 -#> Cenchrus ciliaris Chloris pectinata Cynodon convergens -#> 1 32 1 1 -#> Cyperus gilesii Dactyloctenium radulans Eulalia aurea -#> 1 3 4 3 -#> Iseilema vaginiflorum Na Neptunia dimorphantha Poaceae -#> 1 2 2 1 11 -#> Sida fibulifera Sida goniocarpa Sporobolus actinocladus -#> 1 4 4 5 +#> Amaranthus mitchellii Aristida latifolia Astrebla elymoides Astrebla pectinata +#> 1 1 7 27 57 +#> Boerhavia schomburgkiana Bothriochloa ewartiana Cenchrus ciliaris Chloris pectinata +#> 1 1 6 32 1 +#> Cynodon convergens Cyperus gilesii Dactyloctenium radulans Eulalia aurea Iseilema vaginiflorum Na +#> 1 1 3 4 3 2 2 +#> Neptunia dimorphantha Poaceae Sida fibulifera Sida goniocarpa Sporobolus actinocladus +#> 1 1 11 4 4 5 #> Vachellia farnesiana #> 1 3 #> #> $community_matrices$`SATFLB0004-53705` -#> Acacia ligulata Alectryon oleifolius -#> 1 1 7 -#> Bursaria spinosa subsp. spinosa Callitris glaucophylla -#> 1 4 108 -#> Carrichtera annua Cassinia laevis -#> 1 5 19 -#> Dodonaea viscosa subsp. angustissima Eremophila deserti -#> 1 16 7 -#> Eucalyptus intertexta Hakea leucoptera Olearia decurrens -#> 1 97 32 10 -#> Ptilotus obovatus Rhagodia parabolica Scleranthus pungens -#> 1 31 43 1 -#> Senna artemisioides subsp. x artemisioides Sida petrophila Triodia -#> 1 1 15 1 +#> Acacia ligulata Alectryon oleifolius Bursaria spinosa subsp. spinosa Callitris glaucophylla +#> 1 1 7 4 108 +#> Carrichtera annua Cassinia laevis Dodonaea viscosa subsp. angustissima Eremophila deserti +#> 1 5 19 16 7 +#> Eucalyptus intertexta Hakea leucoptera Olearia decurrens Ptilotus obovatus Rhagodia parabolica +#> 1 97 32 10 31 43 +#> Scleranthus pungens Senna artemisioides subsp. x artemisioides Sida petrophila Triodia +#> 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dataframe with columns for each wavelength, \code{site_name}, and \code{aoi_id}. -This help file applies to the functions \code{calculate_cv}, \code{calculate_sv}, \code{calculate_chv}, \code{calculate_chv_nopca}, and \code{calculate_spectral_metrics}. +This help file applies to the functions \code{calculate_cv}, \code{calculate_sv}, \code{calculate_chv_nopca}, and \code{calculate_spectral_metrics}. } \examples{ set.seed(123) diff --git a/man/create_masked_raster.Rd b/man/create_masked_raster.Rd index 5170f34..ed7d2da 100644 --- a/man/create_masked_raster.Rd +++ b/man/create_masked_raster.Rd @@ -36,7 +36,7 @@ create_masked_raster( A masked raster image, saved in the output directory } \description{ -Creates a masked raster, non-vegetation pixels using input ndvi & nir threshold values +Creates a masked raster, removes non-vegetation pixels using input ndvi & nir threshold values } \examples{ input <- system.file("extdata/multiband_image", package = "saltbush") diff --git a/man/extract_pixel_values.Rd b/man/extract_pixel_values.Rd index 3902227..1dd8597 100644 --- a/man/extract_pixel_values.Rd +++ b/man/extract_pixel_values.Rd @@ -4,14 +4,12 @@ \alias{extract_pixel_values} \title{Extract pixel values} \usage{ -extract_pixel_values(raster_files, aoi_files, wavelength_names) +extract_pixel_values(raster_files, aoi_files) } \arguments{ \item{raster_files}{directory of input raster files} \item{aoi_files}{area of interest file - shapefile containing one or more site polygons for each raster} - -\item{wavelength_names}{wavelength names for each band, must match order of stacked layers} } \value{ a df with pixel values for each of the image layers @@ -20,10 +18,9 @@ a df with pixel values for each of the image layers Extracts pixel values from each layer of multiband image and creates pixel value df } \examples{ -aoi_files <- list.files('inst/extdata/fishnet', - pattern = '_fishnet.shp$', full.names = TRUE) +aoi_files <- list.files('inst/extdata/aoi', + pattern = 'image_aoi.shp$', full.names = TRUE) raster_files <- list.files('inst/extdata/multiband_image', pattern = '.tif$', full.names = TRUE) -pixelvalues <- extract_pixel_values(raster_files, aoi_files, - c('blue', 'green', 'red', 'red_edge', 'nir')) +pixelvalues <- extract_pixel_values(raster_files, aoi_files) } diff --git a/man/saltbush.Rd b/man/saltbush.Rd index 904ecfa..73cd382 100644 --- a/man/saltbush.Rd +++ b/man/saltbush.Rd @@ -14,7 +14,6 @@ Drone data is complex and extracting spectral diversity values requires several \itemize{ \item \link{calculate_cv} \item \link{calculate_sv} -\item \link{calculate_chv} \item \link{calculate_chv_nopca} \item \link{calculate_spectral_metrics} \item \link{create_masked_raster} diff --git a/tests/testthat/test-drone_process.R b/tests/testthat/test-drone_process.R index 4f7d66f..9db6046 100644 --- a/tests/testthat/test-drone_process.R +++ b/tests/testthat/test-drone_process.R @@ -17,16 +17,16 @@ expect_true(ndvi_thresholds$threshold[1] < 1) test_that("extract_pixel_values works", { aoi_files <- list.files( - system.file("extdata/fishnet", package = "saltbush"), - pattern = '_fishnet.shp$', full.names = TRUE + system.file("extdata/aoi", package = "saltbush"), + pattern = 'image_aoi.shp$', full.names = TRUE ) raster_files <- list.files( system.file("extdata/multiband_image", package = "saltbush"), pattern = '.tif$', full.names = TRUE ) pixelvalues <- extract_pixel_values( - raster_files, aoi_files, c('blue', 'green', 'red', 'red_edge', 'nir') + raster_files, aoi_files ) - expect_true(dim(pixelvalues)[1] > 20000) + expect_true(dim(pixelvalues)[1] > 2000000) expect_true(mean(pixelvalues[,3]) > 0.05 & mean(pixelvalues[,3]) < 0.06) }) diff --git a/tests/testthat/test-test_spectral.R b/tests/testthat/test-test_spectral.R index 04d8c9d..cad4448 100644 --- a/tests/testthat/test-test_spectral.R +++ b/tests/testthat/test-test_spectral.R @@ -25,8 +25,8 @@ test_that('calculate_chv_nopca works', { chv <- calculate_chv_nopca(df_test, wavelengths = colnames(df_test[, 2:4]), rarefaction = F) - expect_equal(round(chv$CHV_nopca[1], 5), 0.00612) - expect_equal(round(chv$CHV_nopca[2], 5), 0.00663) + expect_equal(round(chv$CHV[1], 5), 0.00612) + expect_equal(round(chv$CHV[2], 5), 0.00663) }) test_that('calculate_spectral_metrics works', { @@ -36,8 +36,8 @@ test_that('calculate_spectral_metrics works', { expect_equal(round(metrics$CV[2], 3), 0.143) expect_equal(round(metrics$SV[1], 5), 0.02631) expect_equal(round(metrics$SV[2], 5), 0.02660) - expect_equal(round(metrics$CHV_nopca[1], 5), 0.00612) - expect_equal(round(metrics$CHV_nopca[2], 5), 0.00663) + expect_equal(round(metrics$CHV[1], 5), 0.00612) + expect_equal(round(metrics$CHV[2], 5), 0.00663) expect_true(metrics$aoi_id[1] == 1) expect_true(metrics$aoi_id[2] == 2) expect_true(all(metrics$image_type == 'masked')) @@ -53,8 +53,8 @@ test_that('calculate_spectral_metrics works with rarefaction', { expect_equal(round(metrics$CV[2], 3), 0.143) expect_equal(round(metrics$SV[1], 5), 0.02631) expect_equal(round(metrics$SV[2], 5), 0.02660) - expect_equal(round(metrics$CHV_nopca[1], 5), 0.00612) - expect_equal(round(metrics$CHV_nopca[2], 5), 0.00663) + expect_equal(round(metrics$CHV[1], 5), 0.00612) + expect_equal(round(metrics$CHV[2], 5), 0.00663) expect_true(metrics$aoi_id[1] == 1) expect_true(metrics$aoi_id[2] == 2) expect_true(all(metrics$image_type == 'masked')) From 5b8486ad98d74f52cf65f219ddf628cd28ca831e Mon Sep 17 00:00:00 2001 From: adelegem Date: Wed, 20 Nov 2024 11:20:54 +1100 Subject: [PATCH 2/3] update examples --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 987c3d8..72c8501 100644 --- a/README.md +++ b/README.md @@ -77,6 +77,8 @@ head(metrics) #> 1: NSABHC0009 1 0.3314709 0.001708346 3.302738e-10 unmasked ``` +## Taxonomic metrics + 1. Download example plot data from AusPlots. The `veg.PI` part extracts the point intercept data from the AusPlots data structure. From 8487ce01d13b78ba355d9de8942f970928ff3f3d Mon Sep 17 00:00:00 2001 From: adelegem Date: Wed, 20 Nov 2024 11:39:57 +1100 Subject: [PATCH 3/3] update field div output cols --- R/calculate_field_diversity.R | 15 +++-- README.Rmd | 30 +++++----- README.md | 107 +++++++++------------------------- 3 files changed, 51 insertions(+), 101 deletions(-) diff --git a/R/calculate_field_diversity.R b/R/calculate_field_diversity.R index e209667..4c382b6 100644 --- a/R/calculate_field_diversity.R +++ b/R/calculate_field_diversity.R @@ -22,7 +22,7 @@ calculate_field_diversity <- function(survey_data){ # loop thru each unique site for (survey in ausplot_surveys) { - # Filter data for the current site + # filter data for the current site site_survey_data <- survey_data |> dplyr::filter(site_unique == survey) @@ -48,19 +48,24 @@ calculate_field_diversity <- function(survey_data){ inv_simpson <- vegan::diversity(community_matrix[, -1], index = 'invsimpson') subplot_diversity <- subplot_diversity |> - dplyr::mutate(shannon_diversity = shannon_diversity, + dplyr::mutate(site_location_name = substr(survey, 1, 10), + shannon_diversity = shannon_diversity, simpson_diversity = simpson_diversity, pielou_evenness = shannon_diversity / log(species_richness), exp_shannon = exp(shannon_diversity), - inv_simpson = inv_simpson, - survey = survey) + inv_simpson = inv_simpson) + + # order columns + subplot_diversity <- subplot_diversity |> + dplyr::select(site_location_name, everything()) + # store result for current site all_site_results[[survey]] <- subplot_diversity } # combine into one df - field_diversity <- dplyr::bind_rows(all_site_results, .id = "site") + field_diversity <- dplyr::bind_rows(all_site_results, .id = "site_unique") return(list( field_diversity = field_diversity, diff --git a/README.Rmd b/README.Rmd index bc9264b..2ec4029 100644 --- a/README.Rmd +++ b/README.Rmd @@ -34,25 +34,16 @@ library(saltbush) remotes::install_github("traitecoevo/saltbush") ``` +## Usage + +## Spectral metrics + ### Spectral diversity metrics: + co-efficient of variance (CV) + spectral variance (SV) + convex hull volume (CHV) -### Taxonomic diversity metrics: - -+ species richness -+ shannon's diversity index -+ simpson's diversity index -+ pielou's evenness -+ exponential shannon's index -+ inverse simpson's index - -## Usage - -## Spectral metrics - 1. List raster files and area of interest files ```{r} @@ -84,15 +75,24 @@ head(metrics) ## Taxonomic metrics +### Taxonomic diversity metrics: + ++ species richness ++ shannon's diversity index ++ simpson's diversity index ++ pielou's evenness ++ exponential shannon's index ++ inverse simpson's index + 1. Download example plot data from AusPlots. The `veg.PI` part extracts the point intercept data from the AusPlots data structure. ```{r} my.data <- ausplotsR::get_ausplots(my.Plot_IDs=c("SATFLB0004", "QDAMGD0022", "NTASTU0002"), veg.PI=TRUE)$veg.PI ``` -2. Calculate diversity from the point intercepts using different diversity metrics +2. Calculate diversity from the point intercepts using different diversity metrics. The output is a list which includes taxonomic metrics, and also community matrices for checks. ```{r} field_diversity <- calculate_field_diversity(my.data) -field_diversity +field_diversity$field_diversity ``` diff --git a/README.md b/README.md index 72c8501..8d03f8c 100644 --- a/README.md +++ b/README.md @@ -21,25 +21,16 @@ calculate spectral + taxonomic diversity values for assessment of the remotes::install_github("traitecoevo/saltbush") ``` +## Usage + +## Spectral metrics + ### Spectral diversity metrics: - co-efficient of variance (CV) - spectral variance (SV) - convex hull volume (CHV) -### Taxonomic diversity metrics: - -- species richness -- shannon’s diversity index -- simpson’s diversity index -- pielou’s evenness -- exponential shannon’s index -- inverse simpson’s index - -## Usage - -## Spectral metrics - 1. List raster files and area of interest files ``` r @@ -79,6 +70,15 @@ head(metrics) ## Taxonomic metrics +### Taxonomic diversity metrics: + +- species richness +- shannon’s diversity index +- simpson’s diversity index +- pielou’s evenness +- exponential shannon’s index +- inverse simpson’s index + 1. Download example plot data from AusPlots. The `veg.PI` part extracts the point intercept data from the AusPlots data structure. @@ -97,75 +97,20 @@ my.data <- ausplotsR::get_ausplots(my.Plot_IDs=c("SATFLB0004", "QDAMGD0022", "NT ``` 2. Calculate diversity from the point intercepts using different - diversity metrics + diversity metrics. The output is a list which includes taxonomic + metrics, and also community matrices for checks. ``` r field_diversity <- calculate_field_diversity(my.data) -field_diversity -#> $field_diversity -#> site species_richness shannon_diversity simpson_diversity pielou_evenness exp_shannon -#> 1 SATFLB0004-58658 28 2.379688 0.8649789 0.7141483 10.801533 -#> 2 NTASTU0002-58429 22 2.200076 0.8509874 0.7117585 9.025696 -#> 3 QDAMGD0022-53501 20 2.179534 0.8242833 0.7275464 8.842187 -#> 4 SATFLB0004-53705 18 2.149992 0.8375000 0.7438460 8.584786 -#> inv_simpson survey -#> 1 7.406252 SATFLB0004-58658 -#> 2 6.710843 NTASTU0002-58429 -#> 3 5.690977 QDAMGD0022-53501 -#> 4 6.153846 SATFLB0004-53705 -#> -#> $community_matrices -#> $community_matrices$`SATFLB0004-58658` -#> Acacia pravifolia Alectryon oleifolius subsp. canescens Arthropodium -#> 1 2 1 13 -#> Bursaria spinosa subsp. spinosa Callitris glaucophylla Carrichtera annua Cassinia laevis -#> 1 12 110 23 17 -#> Daucus glochidiatus Dodonaea viscosa subsp. angustissima Eremophila deserti Eucalyptus intertexta -#> 1 1 37 1 115 -#> Hakea leucoptera subsp. leucoptera Leiocarpa semicalva subsp. semicalva -#> 1 42 1 -#> Lomandra multiflora subsp. dura Millotia Na Olearia decurrens Oxalis perennans -#> 1 1 3 7 18 1 -#> Pauridia glabella var. glabella Poaceae Ptilotus obovatus Rhagodia parabolica Scleranthus pungens -#> 1 8 2 22 49 3 -#> Sida petrophila Triodia Wahlenbergia Wurmbea Xanthorrhoea quadrangulata -#> 1 2 1 1 1 2 -#> -#> $community_matrices$`NTASTU0002-58429` -#> Atalaya hemiglauca Bauhinia cunninghamii Brachychiton diversifolius subsp. diversifolius -#> 1 1 2 3 -#> Brachychiton paradoxus Chrysopogon fallax Corymbia confertiflora Corymbia polycarpa -#> 1 1 77 21 47 -#> Corymbia terminalis Dichanthium fecundum Dodonaea oxyptera Dolichandrone filiformis -#> 1 103 98 2 2 -#> Erythrophleum chlorostachys Eucalyptus chlorophylla Eucalyptus pruinosa Eulalia aurea -#> 1 25 29 26 6 -#> Flueggea virosa subsp. melanthesoides Gardenia ewartii subsp. ewartii Glycine tomentella Na -#> 1 1 3 6 2 -#> Schizachyrium fragile Terminalia canescens Themeda triandra -#> 1 1 8 168 -#> -#> $community_matrices$`QDAMGD0022-53501` -#> Amaranthus mitchellii Aristida latifolia Astrebla elymoides Astrebla pectinata -#> 1 1 7 27 57 -#> Boerhavia schomburgkiana Bothriochloa ewartiana Cenchrus ciliaris Chloris pectinata -#> 1 1 6 32 1 -#> Cynodon convergens Cyperus gilesii Dactyloctenium radulans Eulalia aurea Iseilema vaginiflorum Na -#> 1 1 3 4 3 2 2 -#> Neptunia dimorphantha Poaceae Sida fibulifera Sida goniocarpa Sporobolus actinocladus -#> 1 1 11 4 4 5 -#> Vachellia farnesiana -#> 1 3 -#> -#> $community_matrices$`SATFLB0004-53705` -#> Acacia ligulata Alectryon oleifolius Bursaria spinosa subsp. spinosa Callitris glaucophylla -#> 1 1 7 4 108 -#> Carrichtera annua Cassinia laevis Dodonaea viscosa subsp. angustissima Eremophila deserti -#> 1 5 19 16 7 -#> Eucalyptus intertexta Hakea leucoptera Olearia decurrens Ptilotus obovatus Rhagodia parabolica -#> 1 97 32 10 31 43 -#> Scleranthus pungens Senna artemisioides subsp. x artemisioides Sida petrophila Triodia -#> 1 1 1 15 1 -#> Xanthorrhoea quadrangulata -#> 1 3 +field_diversity$field_diversity +#> site_unique site_location_name species_richness shannon_diversity simpson_diversity +#> 1 SATFLB0004-58658 SATFLB0004 28 2.379688 0.8649789 +#> 2 NTASTU0002-58429 NTASTU0002 22 2.200076 0.8509874 +#> 3 QDAMGD0022-53501 QDAMGD0022 20 2.179534 0.8242833 +#> 4 SATFLB0004-53705 SATFLB0004 18 2.149992 0.8375000 +#> pielou_evenness exp_shannon inv_simpson +#> 1 0.7141483 10.801533 7.406252 +#> 2 0.7117585 9.025696 6.710843 +#> 3 0.7275464 8.842187 5.690977 +#> 4 0.7438460 8.584786 6.153846 ```