From 3e64274791b3df650f29746c705f094b6669fb29 Mon Sep 17 00:00:00 2001 From: sean-rohan-NOAA Date: Sun, 7 Jan 2024 21:22:03 -0800 Subject: [PATCH] Backup --- 02_make_plots.R | 173 ++++-------------- 03_render_chapters.R | 15 ++ R/extract_figures.R | 4 +- R/extract_tag.R | 1 + R/make_esr_chapter.R | 19 +- R/read_esr_xml.R | 6 +- R/themes.R | 2 +- chapters/AI_jellyfish.Rmd | 31 ++++ chapters/AI_jellyfish.docx | Bin 0 -> 23145 bytes chapters/AI_jellyfish.xml | 55 ++++++ chapters/AI_misc_species.Rmd | 6 +- chapters/AI_misc_species.docx | Bin 72453 -> 48847 bytes chapters/AI_misc_species.xml | 27 +-- chapters/AI_structural_epifauna.Rmd | 31 ++++ chapters/AI_structural_epifauna.docx | Bin 0 -> 60671 bytes chapters/AI_structural_epifauna.xml | 55 ++++++ chapters/EBS_jellyfish.Rmd | 35 ++++ chapters/EBS_jellyfish.docx | Bin 0 -> 38649 bytes chapters/EBS_jellyfish.xml | 60 ++++++ chapters/EBS_misc_species.Rmd | 35 ++++ chapters/EBS_misc_species.docx | Bin 0 -> 68960 bytes chapters/EBS_misc_species.xml | 61 ++++++ chapters/EBS_structural_epifauna.Rmd | 35 ++++ chapters/EBS_structural_epifauna.docx | Bin 0 -> 67342 bytes chapters/EBS_structural_epifauna.xml | 60 ++++++ chapters/GOA_forage_fish.Rmd | 31 ++++ chapters/GOA_forage_fish.docx | Bin 0 -> 53288 bytes chapters/GOA_forage_fish.xml | 55 ++++++ chapters/GOA_jellyfish.Rmd | 31 ++++ chapters/GOA_jellyfish.docx | Bin 0 -> 23107 bytes chapters/GOA_jellyfish.xml | 55 ++++++ chapters/GOA_misc_species.Rmd | 31 ++++ chapters/GOA_misc_species.docx | Bin 0 -> 50902 bytes chapters/GOA_misc_species.xml | 55 ++++++ chapters/GOA_structural_epifauna.Rmd | 31 ++++ chapters/GOA_structural_epifauna.docx | Bin 0 -> 62882 bytes chapters/GOA_structural_epifauna.xml | 55 ++++++ inst/extdata/indicator_template.xml | 2 +- man/make_esr_chapter.Rd | 6 +- man/read_esr_xml.Rd | 2 +- man/theme_blue_strip.Rd | 2 +- plots/EBS/EBS_jellyfish_Jellyfish_stratum.png | Bin 57513 -> 59067 bytes .../EBS/EBS_misc_species_Eelpouts_stratum.png | Bin 53016 -> 54521 bytes .../EBS/EBS_misc_species_Poachers_stratum.png | Bin 58993 -> 60480 bytes .../EBS_misc_species_Sea stars_stratum.png | Bin 57542 -> 59050 bytes ...ructural_epifauna_Sea anemones_stratum.png | Bin 59256 -> 60721 bytes ..._structural_epifauna_Sea whips_stratum.png | Bin 43396 -> 46011 bytes ...BS_structural_epifauna_Sponges_stratum.png | Bin 60137 -> 61681 bytes plots/GOA/GOA_jellyfish_full_region.png | Bin 0 -> 12387 bytes plots/GOA/GOA_misc_species_full_region.png | Bin 0 -> 48382 bytes .../GOA_structural_epifauna_full_region.png | Bin 0 -> 65233 bytes plots/NBS/NBS_jellyfish_full_region.png | Bin 0 -> 12339 bytes plots/NBS/NBS_misc_species_full_region.png | Bin 0 -> 31002 bytes .../NBS_structural_epifauna_full_region.png | Bin 0 -> 22080 bytes 54 files changed, 902 insertions(+), 165 deletions(-) create mode 100644 03_render_chapters.R create mode 100644 chapters/AI_jellyfish.Rmd create mode 100644 chapters/AI_jellyfish.docx create mode 100644 chapters/AI_jellyfish.xml create mode 100644 chapters/AI_structural_epifauna.Rmd create mode 100644 chapters/AI_structural_epifauna.docx create mode 100644 chapters/AI_structural_epifauna.xml create mode 100644 chapters/EBS_jellyfish.Rmd create mode 100644 chapters/EBS_jellyfish.docx create mode 100644 chapters/EBS_jellyfish.xml create mode 100644 chapters/EBS_misc_species.Rmd create mode 100644 chapters/EBS_misc_species.docx create mode 100644 chapters/EBS_misc_species.xml create mode 100644 chapters/EBS_structural_epifauna.Rmd create mode 100644 chapters/EBS_structural_epifauna.docx create mode 100644 chapters/EBS_structural_epifauna.xml create mode 100644 chapters/GOA_forage_fish.Rmd create mode 100644 chapters/GOA_forage_fish.docx create mode 100644 chapters/GOA_forage_fish.xml create mode 100644 chapters/GOA_jellyfish.Rmd create mode 100644 chapters/GOA_jellyfish.docx create mode 100644 chapters/GOA_jellyfish.xml create mode 100644 chapters/GOA_misc_species.Rmd create mode 100644 chapters/GOA_misc_species.docx create mode 100644 chapters/GOA_misc_species.xml create mode 100644 chapters/GOA_structural_epifauna.Rmd create mode 100644 chapters/GOA_structural_epifauna.docx create mode 100644 chapters/GOA_structural_epifauna.xml create mode 100644 plots/GOA/GOA_jellyfish_full_region.png create mode 100644 plots/GOA/GOA_misc_species_full_region.png create mode 100644 plots/GOA/GOA_structural_epifauna_full_region.png create mode 100644 plots/NBS/NBS_jellyfish_full_region.png create mode 100644 plots/NBS/NBS_misc_species_full_region.png create mode 100644 plots/NBS/NBS_structural_epifauna_full_region.png diff --git a/02_make_plots.R b/02_make_plots.R index 156ab01..87bda3d 100644 --- a/02_make_plots.R +++ b/02_make_plots.R @@ -1,142 +1,49 @@ -library(ggplot2) library(esrindex) -indicator_data = AI_INDICATOR -indicator_name = "misc_species" -bar_color = "#0085CA" -error_bars = TRUE - - # AI -make_region_plot(indicator_data = AI_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = AI_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = AI_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = AI_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = AI_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = AI_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) +for(ii in 1:length(chapter_settings$AI)) { + make_region_plot(indicator_data = AI_INDICATOR, + indicator_name = names(chapter_settings$AI)[ii], + bar_color = "#0085CA", + error_bars = TRUE) + make_subarea_plot(indicator_data = AI_INDICATOR, + indicator_name = names(chapter_settings$AI)[ii], + bar_color = "#0085CA", + error_bars = TRUE) +} # GOA -make_region_plot(indicator_data = GOA_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = GOA_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = GOA_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = GOA_INDICATOR, - indicator_name = "forage_fish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = GOA_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = GOA_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = GOA_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = GOA_INDICATOR, - indicator_name = "forage_fish", - bar_color = "#0085CA", - error_bars = TRUE) +for(ii in 1:length(chapter_settings$GOA)) { + make_region_plot(indicator_data = GOA_INDICATOR, + indicator_name = names(chapter_settings$GOA)[ii], + bar_color = "#0085CA", + error_bars = TRUE) + make_subarea_plot(indicator_data = GOA_INDICATOR, + indicator_name = names(chapter_settings$GOA)[ii], + bar_color = "#0085CA", + error_bars = TRUE) +} # EBS -make_region_plot(indicator_data = EBS_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = EBS_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = EBS_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = EBS_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = EBS_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = EBS_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) +for(ii in 1:length(chapter_settings$EBS)) { + make_region_plot(indicator_data = EBS_INDICATOR, + indicator_name = names(chapter_settings$EBS)[ii], + bar_color = "#0085CA", + error_bars = TRUE) + make_subarea_plot(indicator_data = EBS_INDICATOR, + indicator_name = names(chapter_settings$EBS)[ii], + bar_color = "#0085CA", + error_bars = TRUE) +} # NBS -make_region_plot(indicator_data = NBS_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = NBS_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_region_plot(indicator_data = NBS_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = NBS_INDICATOR, - indicator_name = "misc_species", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = NBS_INDICATOR, - indicator_name = "jellyfish", - bar_color = "#0085CA", - error_bars = TRUE) - -make_subarea_plot(indicator_data = NBS_INDICATOR, - indicator_name = "structural_epifauna", - bar_color = "#0085CA", - error_bars = TRUE) +for(ii in 1:length(chapter_settings$NBS)) { + make_region_plot(indicator_data = NBS_INDICATOR, + indicator_name = names(chapter_settings$NBS)[ii], + bar_color = "#0085CA", + error_bars = TRUE) + # make_subarea_plot(indicator_data = NBS_INDICATOR, + # indicator_name = names(chapter_settings$NBS)[ii], + # bar_color = "#0085CA", + # error_bars = TRUE) +} diff --git a/03_render_chapters.R b/03_render_chapters.R new file mode 100644 index 0000000..9950fd5 --- /dev/null +++ b/03_render_chapters.R @@ -0,0 +1,15 @@ +# Knit chapters +library(esrindex) + +make_esr_chapter(xml_path = "./chapters/AI_jellyfish.xml") +make_esr_chapter(xml_path = "./chapters/AI_misc_species.xml") +make_esr_chapter(xml_path = "./chapters/AI_structural_epifauna.xml") + +make_esr_chapter(xml_path = "./chapters/GOA_jellyfish.xml") +make_esr_chapter(xml_path = "./chapters/GOA_misc_species.xml") +make_esr_chapter(xml_path = "./chapters/GOA_structural_epifauna.xml") +make_esr_chapter(xml_path = "./chapters/GOA_forage_fish.xml") + +make_esr_chapter(xml_path = "./chapters/EBS_jellyfish.xml") +make_esr_chapter(xml_path = "./chapters/EBS_misc_species.xml") +make_esr_chapter(xml_path = "./chapters/EBS_structural_epifauna.xml") diff --git a/R/extract_figures.R b/R/extract_figures.R index b7c3c0f..7a2f435 100644 --- a/R/extract_figures.R +++ b/R/extract_figures.R @@ -20,13 +20,13 @@ extract_figures <- function(x) { for(ii in 1:n_figs) { num_range <- grep(x = x, pattern = "")[ii]:grep(x = x, pattern = "")[ii] - path_range <- grep(x = x, pattern = "")[ii]:grep(x = x, pattern = "")[ii] + path_range <- grep(x = x, pattern = "")[ii]:grep(x = x, pattern = "")[ii] caption_range <- grep(x = x, pattern = "")[ii]:grep(x = x, pattern = "")[ii] fig_list[[ii]] <- list(fig_number = extract_tag(x = x[num_range], tag = "figureNumber"), fig_path = extract_tag(x = x[path_range], - tag = "figureBasename"), + tag = "figurePath"), caption = extract_tag(x = x[caption_range], tag = "figureCaption")) } diff --git a/R/extract_tag.R b/R/extract_tag.R index 0e8c3f1..c4d8f50 100644 --- a/R/extract_tag.R +++ b/R/extract_tag.R @@ -16,6 +16,7 @@ extract_tag <- function(x, tag, remove_tabs = TRUE) { x_sub <- x[min(tag_range):max(tag_range)] x_sub <- gsub(x = x_sub, pattern = paste0("<", tag, ">"), replacement = "") + x_sub <- gsub(x = x_sub, pattern = paste0(""), replacement = "") x_sub <- x_sub[nchar(x_sub) > 0] diff --git a/R/make_esr_chapter.R b/R/make_esr_chapter.R index c05a069..bf05396 100644 --- a/R/make_esr_chapter.R +++ b/R/make_esr_chapter.R @@ -1,13 +1,13 @@ #' Create ESR Chapter Document #' -#' This function generates an R Markdown document for an ESR chapter using an ESR XML template file then renders as a docx. +#' This function generates an R Markdown document for an ESR chapter using an ESR XML template file then renders as a .docx. #' -#' @param xml_path Path to the XML file containing ESR chapter information. +#' @param xml_path Path to the ESR template file containing ESR chapter information. #' @param output_path Path to save the generated R Markdown document. If not specified, a default path will be used. #' @return None #' @examples #' \dontrun{ -#' make_esr_chapter(xml_path = "esr_template.xml") +#' make_esr_chapter(xml_path = "./chapters/AI_misc_species.xml") #' } #' #' @import rmarkdown @@ -28,6 +28,19 @@ make_esr_chapter <- function(xml_path, output_path = NULL) { lines <- readLines(system.file("extdata/esr_index_template.Rmd", package = "esrindex")) + replace_lines <- function(x, pattern, replacement) { + + ind <- grep(x = x, pattern = "\\[AUTHOR\\]") + + leading <- x[1:(ind-1)] + trailing <- x[(ind+1):length(ind)] + + output <- c(leading, replacement, trailing) + + return(output) + + } + lines <- gsub(pattern = "\\[AUTHOR\\]", replacement = chapter_data$text_data$authors, x = lines) diff --git a/R/read_esr_xml.R b/R/read_esr_xml.R index 1b73636..95719ad 100644 --- a/R/read_esr_xml.R +++ b/R/read_esr_xml.R @@ -4,14 +4,12 @@ #' #' @param xml_path The path to the ESR XML template file. #' -#' @return A list containing information extracted from various XML tags. +#' @return A list containing information extracted from XML tags. #' @export read_esr_xml <- function(xml_path) { - xml_path <- "AI_misc_species.xml" - - stopifnot("read_esr_xml: File path (xml_path) not found." = file.exists(xml_path)) + stopifnot("read_esr: File path (xml_path) not found." = file.exists(xml_path)) lines <- readLines(con = xml_path) diff --git a/R/themes.R b/R/themes.R index 55684b8..bce7136 100644 --- a/R/themes.R +++ b/R/themes.R @@ -1,4 +1,4 @@ -#' Blue Strip Theme +#' Blue strip theme #' #' Custom theme for ggplot2 with a blue strip at the top and specific styling for axes, legend, and strip text. #' diff --git a/chapters/AI_jellyfish.Rmd b/chapters/AI_jellyfish.Rmd new file mode 100644 index 0000000..575c5aa --- /dev/null +++ b/chapters/AI_jellyfish.Rmd @@ -0,0 +1,31 @@ +--- +title: 'Jellyfish in the Aleutian Islands' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Ned Laman +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + +**Contact**: Ned.Laman@noaa.gov + +**Last updated**: October 2022 + +**Description of Indicator**: The RACE Groundfish Assessment Program (GAP) bottom trawl surveys in the Aleutian Islands (AI) are designed primarily to assess populations of commercially important fish and invertebrates. However, many other species are identified, weighed, and counted during the course of these surveys and these data may provide a measure of relative abundance for some of these species. Jellyfish are likely not sampled thoroughly and in a representative manner by our trawl gear due to their fragility and potential for catch in the mid-water during net deployment or retrieval. Therefore, jellyfish encountered in our trawl catches may or may not reflect their true abundance in the AI. The fishing gear used aboard the Japanese vessels that participated in all AI surveys prior to 1990 was very different from the gear used by all vessels since and likely influenced jellyfish catch rates on those surveys. Jellyfish catches in each year were scaled to the largest catch over the time series (which was arbitrarily scaled to a value of 100). The standard error (±1 SE) was weighted proportionally to the catch per unit effort (CPUE) to produce a relative SE. The percentage of catches with jellyfish present in the survey bottom trawl hauls was also calculated. + +**Status and Trends**: Jellyfish mean CPUE is typically higher in the western and eastern AI than in other areas (Figure 27). The frequency of jellyfish occurrence in trawl catches is generally from 20–60% across all areas, but has been variable. The 2006 AI survey experienced peak biomasses in all survey areas, whereas the 1992 survey had high abundance in the western AI only. Jellyfish CPUE and frequency of occurrence increased in 2022 relative to 2018. Frequency of jellyfish occurrence in trawl catches in 2022 exceeds that of the next highest previous survey (2016), but mean CPUE in 2022 remains below the 2016 CPUE levels. + +**Factors influencing observed trends**: Unknown + +**Implications**: The 2022 increase in CPUE and frequency of occurrence of jellyfish is in contrast to the decline in occurrence and abundance between 2016 and 2018. Some of the warmest mean temperatures recorded on our AI surveys occurred in 2016 and 2018. While water temperatures were relatively cooler in 2022, the mean surface and bottom temperatures measured at the trawl net remained above the long term 20-year average. Temperatures are also indicative of water flow in the AI, where water movement is directly influenced by the Aleutian Passes so that it is difficult to attribute any one environmental factor to the patterns observed in jellyfish CPUE and occurrence. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. Relative mean CPUE of jellyfish species by INPFC area from RACE Groundfish Assessment Program bottom trawl surveys in the Aleutian Islands from 1980 through 2022. Error bars represent relative standard errors. The gray lines represent the percentage of non-zero catches.'} +knitr::include_graphics('../plots/AI/AI_jellyfish_full_region.png') +``` + +## References diff --git a/chapters/AI_jellyfish.docx b/chapters/AI_jellyfish.docx new file mode 100644 index 0000000000000000000000000000000000000000..974e121dd5ffce92fe7cfb12a77e07faa1ce0e94 GIT binary patch literal 23145 zcmZ6SQ;;ZYldjvgZFjG>ZQHhO8>?;Gwrv}$ZQFLAwf{LYF?%km>ZT$p^2vMJ-es*$9Wme@l3L$eG#Ko z#id$)C}WnqZ4~!_RL{JkA}fzUwRRhaaMwIZR|3MXwo$d3@mQPcRBPx;H~ymX;78^w zx^&jrWB?11Vu^(1-!oc(gmJmFfAEjLNJEX7HP4?}l-r zW&BKKA*Fh#_TI5?s^k>oeD|uMqZVjQ{olzX;vfUqZ_9QcS3B(uzWB)O+q|0JZ{k(> zE9tf!t(pN=LBX)r11gga4bwOT(V@d(cC?J zt>BA>4HX(H_F`(Le9&u8e@#}g=1T)7)vmO{NpBLAvRI*b@=x;jHm@gI14%HMDIU6~ zTojg0wv&XZ8p*p~6fdKmth;?yB-_7v^q?E0tw8_)v|BKXLgu3$z(8IF90+J*&B&PA;F$w_KB3BR>M+)a#wcMOUv=OmmOtDargBRDBt zu667q-4i+;Gm4t{wql-AU8|)2R9lS{dX1Ijxo{o&a8q|#`;vDh&-4laxel+}ZCO>= z#ntD&qo0|G@@I4!3iYD?v_F43A+w2wn|7p_rgZ zythi``4Pcv)Htmxc#3!PafxNuuWs3qu-7iXA$glBVh+UnA^ 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designed primarily to assess populations of commercially important fish and invertebrates. However, many other species are identified, weighed, and counted during the course of these surveys and these data may provide a measure of relative abundance for some of these species. Jellyfish are likely not sampled thoroughly and in a representative manner by our trawl gear due to their fragility and potential for catch in the mid-water during net deployment or retrieval. Therefore, jellyfish encountered in our trawl catches may or may not reflect their true abundance in the AI. The fishing gear used aboard the Japanese vessels that participated in all AI surveys prior to 1990 was very different from the gear used by all vessels since and likely influenced jellyfish catch rates on those surveys. Jellyfish catches in each year were scaled to the largest catch over the time series (which was arbitrarily scaled to a value of 100). The standard error (±1 SE) was weighted proportionally to the catch per unit effort (CPUE) to produce a relative SE. The percentage of catches with jellyfish present in the survey bottom trawl hauls was also calculated. + + +NA + + +Jellyfish mean CPUE is typically higher in the western and eastern AI than in other areas (Figure 27). The frequency of jellyfish occurrence in trawl catches is generally from 20–60% across all areas, but has been variable. The 2006 AI survey experienced peak biomasses in all survey areas, whereas the 1992 survey had high abundance in the western AI only. Jellyfish CPUE and frequency of occurrence increased in 2022 relative to 2018. Frequency of jellyfish occurrence in trawl catches in 2022 exceeds that of the next highest previous survey (2016), but mean CPUE in 2022 remains below the 2016 CPUE levels. + + + +Unknown + + + +The 2022 increase in CPUE and frequency of occurrence of jellyfish is in contrast to the decline in occurrence and abundance between 2016 and 2018. Some of the warmest mean temperatures recorded on our AI surveys occurred in 2016 and 2018. While water temperatures were relatively cooler in 2022, the mean surface and bottom temperatures measured at the trawl net remained above the long term 20-year average. Temperatures are also indicative of water flow in the AI, where water movement is directly influenced by the Aleutian Passes so that it is difficult to attribute any one environmental factor to the patterns observed in jellyfish CPUE and occurrence. + + +NA + + + + 1 + AI_jellyfish_full_region.png + Relative mean CPUE of jellyfish species by INPFC area from RACE Groundfish Assessment Program bottom trawl surveys in the Aleutian Islands from 1980 through 2022. Error bars represent relative standard errors. The gray lines represent the percentage of non-zero catches. + + diff --git a/chapters/AI_misc_species.Rmd b/chapters/AI_misc_species.Rmd index 62257a3..7c91cb1 100644 --- a/chapters/AI_misc_species.Rmd +++ b/chapters/AI_misc_species.Rmd @@ -24,12 +24,8 @@ Resource Assessment and Conservation Engineering Division, Alaska Fisheries Scie **Implications**: AI survey results provide limited information about abundance or abundance trends for these species due to problems in catchability. Therefore, the indices presented are likely of limited value to fisheries management. These species are not typically commercially important, but the trends in shrimp especially should be monitored as these are an important prey base for benthic commercial species. -```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. AI miscellaneous species'} +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. Relative mean CPUE of miscellaneous species by area from RACE bottom trawl surveys in the Aleutian Islands from 1980 through 2016. Error bars represent standard errors. The gray lines represent the percentage of non-zero catches. The Western, Central, and Eastern Aleutians correspond to management areas 543, 542, and 541, respectively. The Southern Bering Sea corresponds to management areas 519 and 518.'} knitr::include_graphics('../plots/AI/AI_misc_species_full_region.png') ``` -```{r fig2, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 2. AI Echinoderms'} -knitr::include_graphics('../plots/AI/AI_misc_species_Echinoderms_stratum.png') -``` - ## References diff --git a/chapters/AI_misc_species.docx b/chapters/AI_misc_species.docx index 26810d3f0039f07b5d478b49bb5b4a65c6abd470..84e16756451bb8d707a8589c438637fc7f940a3b 100644 GIT binary patch delta 4141 zcmZu!1yoeu_MV|Tlx6PgDwT_|o17_aJ0S9xMM5aODUOA# zkexl7g!Ry}K4)BI0k^uq+~h@~#2TY4t_0}wA&iw`fgUo1kh942dR<`B+BPGp9eH-_ zxPrJbrs^M-^$GfZ?>!8u4Ps>NIk6iR8J}55S3R)K{jFI@B6xblhgs)`T(I-$ceKdL z;4^J6l%(6s&3lEhlDUQ+iHe;%ts_Q8GD@~pmW}eN%_BU`=~SYPz4xjyDehIsN2C=2 zDyZ_P1IU(GmdwyIkc(Q0R{CVjpaqySwcy4W`^q^_>8SATct}|CU{e7XnM|VB5l`wM zdjl}E*Ugfo2RP~z>$D0joG|ZH8W^R9FI15xj^1#LIN{SuC4MZoi~f2r_1??&9Lnd_ z81njLC(T5qLTt{*&DSG1WYYUVCl!Co-qz3#OSS&63FKZWyQ-O00Ht{RlYM#m;i6i( zuAgg_r-Bg8?kpe;;r(6LyQ>g>zV9}PiK3Q<4t@UXeCm6_6ky=$oE%iU^TmikAPfr# zL=6Ig0z7>liaqqS_j7mffZqsof3$Uf!-M%9Z8)u61Re2o*No=&L`f|#_Ti|GL82dGyyDRl;Q^YXa~-%OfK=@Je!z;}GPhYoMDQ?Ap`hYd>A 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zn=;=Ws@ZulOW5Hz##w*NZ+>3Ez$%pWm(+u+<4-2jGJb)o68C_V;ryr69Y^q>SYRmV zBWNExZQdW3==ltMAT{f7g>0?1ZcI40H=IWk$6~~+RPjo;0P1W^=2XMuN;z>$;*~0c zD0x&0f~}J?evQ$09ABe4Hc&3|)_8oRWwo$)dGn(p{--r=zY|l%Fpk>_{WPqzdZ3zV#qUMo0@ zjRdDZ^vwWkB6LRtChv14{`SA!9AMTcD1vIm&-RC{LCSAvR!l5!9QboWqqNFJC*LC0 zkpMUY;GH9k5z&_-`1i}+nqEQXEc_U+iOo}!2tpyPlPwU0L zv7@HsSf|fSS!j;ju3Cly-eUF^>)+g+wj+yHp=A6>=>8hob_ss>p^KWmSS?zML$S`uL@o1 zo0_sOA*2a2Rvnu)$!0TaI`6*to%lwLH%3E2Z?wu^-2Xma3jbO*JdLbsN^CD3{01Ai z-h(`ANz}SlHZrS6DjSTOWmdA2t5QVrvT~JHh+q*EKi@L5Y*-YC(HVZLgOM})F&cS)J{gSy5Lh;$f!J?GVdDF@_j3Q}5S#oyuNe{( zN`qL-u3k5UwDY3io`HO>6Axy>sYD~5^(v*Umxbxi^Yj&)v1_3}GaJR5Gv@Eyv43sl zIvN)wP4#K@vRLG52t@FRA|2ww3?s%g>K!h9WFlY>-5dNc%Ra`&|>p$%1EiHK5t)JxqbRCSX92w~U zxhhD5g8f60{(oy<{kxtL2nfn2ar(d8XdH4Y5z#+(`~P2+0T2+pe+zuxt-{3#!4t&U zw8H-b=hcb_ri&2Qi9i_F+zL;3~kXakP6 z{At+!)ARrIapLR$0Wh?+wl=nL`u{@wL+a1}31Ry`)E98#w%Z8*{7*k167VSi3A>gN#+@wq7fnKqFB1?LHe misc_species + -Miscellaneous Species—Aleutian Islands +Miscellaneous Species—Aleutian Islands + AI + Ned Laman + Ned.Laman@noaa.gov + Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + October 2022 + RACE bottom trawl surveys in the Aleutian Islands (AI) are designed primarily to assess populations of commercially important fish and invertebrates. However many other species are identified, weighed and counted during the course of these surveys and these data may provide a measure of relative abundance for some of these species. Many of these species are not sampled well by the gear or occur in areas that are not well sampled by the survey (hard, rough areas, mid-water etc.) and are therefore encountered in small numbers which may or may not reflect their true abundance in the AI. The fishing gear used aboard the Japanese vessels that participated in all AI surveys prior to 1991 was very different from the gear used by all vessels since. This gear difference almost certainly affected the catch rates for some of these species groups. Apparent abundance trends for a few of these groups are shown in Figure 36. For each species group, the largest catch over the time series was arbitrarily scaled to a value of 100 and all other values were similarly scaled. The standard error (± 1) was weighted proportionally to the CPUE to get a relative standard error. - -NA - + +NA + Echinoderms are frequently captured in all areas of the AI survey, occurring in 80–90% of all bottom trawl hauls. Echinoderm mean CPUE is typically higher in the central and eastern AI than in other areas, although frequency of occurrence in trawl catches is consistently high across all areas. Echinoderm CPUE has been stable in the western and eastern Aleutians since 2018 and declined in the central Aleutians and southern Bering Sea in 2022. Eelpout CPUEs have been stable and low in the western Aleutians and southern Bering Sea, but declined in 2022 in the central and eastern Aleutians. Eelpouts generally occur in <10% of survey hauls across all areas. Poachers occur in a relatively large number of tows across the AI survey area (about 30–40% consistently), but mean CPUE trends are unclear and abundance appears low. A shrimp time series has been calculated since 2016 that shows a variable pattern of abundance through time. Shrimp CPUE in 2022 was lower in the western AI, low and similar to abundance in 2018 in the central and eastern Aleutians, and appeared to increase in the southern Bering Sea. + Unknown + AI survey results provide limited information about abundance or abundance trends for these species due to problems in catchability. Therefore, the indices presented are likely of limited value to fisheries management. These species are not typically commercially important, but the trends in shrimp especially should be monitored as these are an important prey base for benthic commercial species. NA + 1 - AI_misc_species_full_region.png - AI miscellaneous species - - - 2 - AI_misc_species_Echinoderms_stratum.png - AI Echinoderms + AI_misc_species_full_region.png + Relative mean CPUE of miscellaneous species by area from RACE bottom trawl surveys in the Aleutian Islands from 1980 through 2016. Error bars represent standard errors. The gray lines represent the percentage of non-zero catches. The Western, Central, and Eastern Aleutians correspond to management areas 543, 542, and 541, respectively. The Southern Bering Sea corresponds to management areas 519 and 518. diff --git a/chapters/AI_structural_epifauna.Rmd b/chapters/AI_structural_epifauna.Rmd new file mode 100644 index 0000000..b490ced --- /dev/null +++ b/chapters/AI_structural_epifauna.Rmd @@ -0,0 +1,31 @@ +--- +title: 'Structural Epifauna in the Aleutian Islands Ecosystem' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Ned Laman +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + +**Contact**: Ned.Laman@noaa.gov + +**Last updated**: October 2022 + +**Description of Indicator**: Biota considered to be Habitat Areas of Particular Concern (HAPC) are structural epifauna that include groups of seapens/seawhips, corals, anemones, and sponges. The biennial RACE Groundfish Assessment Program (GAP) bottom trawl survey in the Aleutian Islands (AI) does not sample the density of HAPC fauna well, but does seem to capture spatial trends in presence or absence in areas surveyed (Rooper, et al., 2016; Rooper, et al., 2018). Survey effort in rough or rocky areas where these groups are likely to be more abundant is limited. The gears used by the Japanese vessels in the surveys prior to 1991 were quite different from the survey gear used aboard U.S. vessels in subsequent surveys, and so likely resulted in different catch rates for many of these groups. For each taxonomic group, the largest catch over the time series was arbitrarily scaled to a value of 100 and all other values were scaled to it. The standard error (±1) was weighted proportionally to the CPUE to get a relative standard error. Sponges include unidentified Porifera, calcareous sponges, hexactinellid sponges, and demosponges, which are the most common and abundant sponges within this larger grouping. Gorgonians include families of upright branching coral (Primnoidae, Plexauridae, Isididae, etc.). Hydrocorals include stylasterid corals and stony corals. Soft corals are uncommon in the AI bottom trawl survey catches, but are represented by genera like Gersemia. Sea anemones include all sea anemones captured in the bottom trawl surveys and pennatulaceans include sea pens and sea whips. + +**Status and Trends**: A few general patterns are clearly discernible (Figure 26). Sponges are caught in most tows >80%) in the AI west of the southern Bering Sea. Interestingly, the frequency of occurrence of sponges in the southern Bering Sea is relatively high, but sponge abundance is much lower there than to the west. The sponge estimates for the 1983 and 1986 surveys are much lower than other years. This lower sponge estimate is likely due to (1) the use of different gear in those years, including large tire gear that limited the catch of most sponges and (2) to inconsistencies in the resolve to identify and quantify sponges at that time. Sponge abundance began declining in the Aleutians west of the southern Bering Sea in 2010, but appears to have begun stabilizing in recent years (2016–2022). Gorgonian corals occur in about 20–40% of AI bottom trawl survey tows. Abundance of coral in all areas has declined since about 1991–1993 and is at generally low levels in all areas, but the frequency of occurrence has remained steady. Hydrocorals are fairly commonly captured, except in the southern Bering Sea. They typically occur in about 20–40% of tows in other areas in the AI. Similar to sponges, hydrocoral frequency of occurrence and abundance has decreased in the western and central AI over recent surveys (from a peak in the 2000 survey). The 2022 results suggest declines in the eastern and central Aleutians and a slight increase in the western Aleutians. Soft corals occur in relatively few tows, except in the eastern AI where they occur in about 20% of tows. Their abundance time series is dominated by a couple of years (1986 in the western Aleutians and 1991 in the central Aleutians). Sea anemones are also relatively common in survey catches (∼20–40% of tows) but abundance trends are not clear for most areas. In the southern Bering Sea, abundance and frequency of occurrence of sea anemones in 2022 appears to be declining (western, central, and eastern Aleutians) or has stabilized at very low levels (southern Bering Sea). Sea pens are much more likely to be encountered in the southern Bering Sea and eastern AI than in areas farther west. Abundance estimates are low across the survey area. Any large apparent increases in abundance, such as that seen in the eastern AI in 1997, are typically based on a single large 52 catch. In 2022, there were slight increases in the abundance of sea pens in the eastern AI and southern Bering Sea. + +**Factors influencing observed trends**: The two major threats to populations of benthic invertebrates in the AI have been identified as fishing impacts and impacts of climate change (Rooper et al. 2018). Both of these processes are occurring in the Aleutian archipelago. Much of the benthic habitat in the Aleutians (∼ 50% of the shelf and slope to depths of 500 m) has been protected from mobile fishing gear since 2006, however, no studies have been conducted to determine potential recovery or expansion of populations due to the closures. As indicated by the 2022 bottom trawl survey, temperature time series (O’Leary, page 43), temperatures for the last four biennial surveys have been warmer than long-term historical averages. Non-motile HAPC organisms are sensitive to these changes in the benthic environment. + +**Implications**: The two major threats to populations of benthic invertebrates in the AI have been identified as fishing impacts and impacts of climate change (Rooper et al. 2018). Both of these processes are occurring in the Aleutian archipelago. Much of the benthic habitat in the Aleutians (∼ 50% of the shelf and slope to depths of 500 m) has been protected from mobile fishing gear since 2006, however, no studies have been conducted to determine potential recovery or expansion of populations due to the closures. As indicated by the 2022 bottom trawl survey, temperature time series (O’Leary, page 43), temperatures for the last four biennial surveys have been warmer than long-term historical averages. Non-motile HAPC organisms are sensitive to these changes in the benthic environment. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. Mean CPUE of structural epifauna that form Habitat Areas of Particular Concern by area from RACE Groundfish Assessment Program bottom trawl surveys in the Aleutian Islands from 1980 through 2022. Error bars represent standard errors. The gray lines represent the percentage of non-zero catches.'} +knitr::include_graphics('../plots/AI/AI_structural_epifauna_full_region.png') +``` + +## References diff --git a/chapters/AI_structural_epifauna.docx b/chapters/AI_structural_epifauna.docx new file mode 100644 index 0000000000000000000000000000000000000000..c9abe1df1a7f824ce2545be7b2306844e4fe32ab GIT binary patch literal 60671 zcmZ6SQ{d*0mXMV@(; zOqc=lQCQZyWyS16MAa&!6Gif;%#3OC{ENd@K%i|MQLP?}wXRCFg065CC@c$lWVxbG zXPZd|Fc&G3NLUV;)&wMs`$M;YfBZ#KJWqYQ=;<9Z-TsFNhAqnOnIvu+zj5Yn2q#*` z*F+Xls+(%>9s8zIP9e@`uL?S9p3cPYolGJQ(x2nDboX(!!%qK;pUke+v+4aNURj`m ze%ry)(Z<7b*OJTH~Fi##H5|7>-Zd%UM z9qk#-(%5Jz;K(%4Jz!%qmkz;FBHw^*B`oq`=unk41?L#T3N;4}z@C*d(l{3X(3!|7 z{An8zJ`VR7j%@B4{!9c6m2PUrx?h+5Wvzq!r$0vf1ZGF1;Q{AxG)y;KvUsz>%q@H^ z|BHql6&fn`Vsg4{z;jP;O;(}$OC2ZGwxrxqcLJ2M=y%b?Lh|=Ep9fk!Nf4O{9=eBI z6qa_jqlAen$-8e9ACs=En_X5U`@eZKtIB0WNYYb{dboC z8R9FADTfUXBp=kIauca?1rp70=5X@q%Kg>w7A8#9EY1=Eq=Z^BNH73WOIgRwkDTY` zn%WoMse;MG%N5wTB%C$F86~zL_>)#`YY 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zZ&XX47XRbP(Zj*i!qvvn>fcP+C&bT1z<_{&X@G!yy7-@^{MnrU;N9GP?Eh~C{|vMX z1l?i35Tmp0C;Z?O{u%rKtU==cftxrx{~Nk^ zFYwFOC&u8D;qTj6kMw`gW*%JoM(|z}68Gp||oc6zXHw$<7 z&#m*X`6n3~J?DN_KKXfJ{LO(a!++sk7N% +structural_epifauna + + + +Structural Epifauna in the Aleutian Islands Ecosystem + + + +AI + + + +Ned Laman + + + +Ned.Laman@noaa.gov + + + +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + + + +October 2022 + + + +Biota considered to be Habitat Areas of Particular Concern (HAPC) are structural epifauna that include groups of seapens/seawhips, corals, anemones, and sponges. The biennial RACE Groundfish Assessment Program (GAP) bottom trawl survey in the Aleutian Islands (AI) does not sample the density of HAPC fauna well, but does seem to capture spatial trends in presence or absence in areas surveyed (Rooper, et al., 2016; Rooper, et al., 2018). Survey effort in rough or rocky areas where these groups are likely to be more abundant is limited. The gears used by the Japanese vessels in the surveys prior to 1991 were quite different from the survey gear used aboard U.S. vessels in subsequent surveys, and so likely resulted in different catch rates for many of these groups. For each taxonomic group, the largest catch over the time series was arbitrarily scaled to a value of 100 and all other values were scaled to it. The standard error (±1) was weighted proportionally to the CPUE to get a relative standard error. Sponges include unidentified Porifera, calcareous sponges, hexactinellid sponges, and demosponges, which are the most common and abundant sponges within this larger grouping. Gorgonians include families of upright branching coral (Primnoidae, Plexauridae, Isididae, etc.). Hydrocorals include stylasterid corals and stony corals. Soft corals are uncommon in the AI bottom trawl survey catches, but are represented by genera like Gersemia. Sea anemones include all sea anemones captured in the bottom trawl surveys and pennatulaceans include sea pens and sea whips. + + +NA + + +A few general patterns are clearly discernible (Figure 26). Sponges are caught in most tows >80%) in the AI west of the southern Bering Sea. Interestingly, the frequency of occurrence of sponges in the southern Bering Sea is relatively high, but sponge abundance is much lower there than to the west. The sponge estimates for the 1983 and 1986 surveys are much lower than other years. This lower sponge estimate is likely due to (1) the use of different gear in those years, including large tire gear that limited the catch of most sponges and (2) to inconsistencies in the resolve to identify and quantify sponges at that time. Sponge abundance began declining in the Aleutians west of the southern Bering Sea in 2010, but appears to have begun stabilizing in recent years (2016–2022). Gorgonian corals occur in about 20–40% of AI bottom trawl survey tows. Abundance of coral in all areas has declined since about 1991–1993 and is at generally low levels in all areas, but the frequency of occurrence has remained steady. Hydrocorals are fairly commonly captured, except in the southern Bering Sea. They typically occur in about 20–40% of tows in other areas in the AI. Similar to sponges, hydrocoral frequency of occurrence and abundance has decreased in the western and central AI over recent surveys (from a peak in the 2000 survey). The 2022 results suggest declines in the eastern and central Aleutians and a slight increase in the western Aleutians. Soft corals occur in relatively few tows, except in the eastern AI where they occur in about 20% of tows. Their abundance time series is dominated by a couple of years (1986 in the western Aleutians and 1991 in the central Aleutians). Sea anemones are also relatively common in survey catches (∼20–40% of tows) but abundance trends are not clear for most areas. In the southern Bering Sea, abundance and frequency of occurrence of sea anemones in 2022 appears to be declining (western, central, and eastern Aleutians) or has stabilized at very low levels (southern Bering Sea). Sea pens are much more likely to be encountered in the southern Bering Sea and eastern AI than in areas farther west. Abundance estimates are low across the survey area. Any large apparent increases in abundance, such as that seen in the eastern AI in 1997, are typically based on a single large 52 catch. In 2022, there were slight increases in the abundance of sea pens in the eastern AI and southern Bering Sea. + + + +The two major threats to populations of benthic invertebrates in the AI have been identified as fishing impacts and impacts of climate change (Rooper et al. 2018). Both of these processes are occurring in the Aleutian archipelago. Much of the benthic habitat in the Aleutians (∼ 50% of the shelf and slope to depths of 500 m) has been protected from mobile fishing gear since 2006, however, no studies have been conducted to determine potential recovery or expansion of populations due to the closures. As indicated by the 2022 bottom trawl survey, temperature time series (O’Leary, page 43), temperatures for the last four biennial surveys have been warmer than long-term historical averages. Non-motile HAPC organisms are sensitive to these changes in the benthic environment. + + + +The two major threats to populations of benthic invertebrates in the AI have been identified as fishing impacts and impacts of climate change (Rooper et al. 2018). Both of these processes are occurring in the Aleutian archipelago. Much of the benthic habitat in the Aleutians (∼ 50% of the shelf and slope to depths of 500 m) has been protected from mobile fishing gear since 2006, however, no studies have been conducted to determine potential recovery or expansion of populations due to the closures. As indicated by the 2022 bottom trawl survey, temperature time series (O’Leary, page 43), temperatures for the last four biennial surveys have been warmer than long-term historical averages. Non-motile HAPC organisms are sensitive to these changes in the benthic environment. + + +NA + + + + 1 + AI_structural_epifauna_full_region.png + Mean CPUE of structural epifauna that form Habitat Areas of Particular Concern by area from RACE Groundfish Assessment Program bottom trawl surveys in the Aleutian Islands from 1980 through 2022. Error bars represent standard errors. The gray lines represent the percentage of non-zero catches. + + diff --git a/chapters/EBS_jellyfish.Rmd b/chapters/EBS_jellyfish.Rmd new file mode 100644 index 0000000..abcb8bd --- /dev/null +++ b/chapters/EBS_jellyfish.Rmd @@ -0,0 +1,35 @@ +--- +title: 'Eastern and Northern Bering Sea – Jellyfishes' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Thaddaeus Buser +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center National Marine Fisheries Service, NOAA + +**Contact**: thaddaeus.buser@noaa.gov + +**Last updated**: September 2023 + +**Description of Indicator**: The time series for jellyfshes (Scyphozoa, but primarily Chrysaora melanaster) relative CPUE by weight (kg per hectare) was updated for 2023 from both the eastern (Figure 61, top) and northern (Figure 61, bottom) Bering Sea surveys. Catch methods for the Northern Bering Sea (NBS) were standardized in 2010, so the catches from previous years do not provide comparable data and are consequently excluded. Relative CPUE was calculated by setting the largest biomass in the time series to a value of 1 and scaling other annual values proportionally. The standard error (±1) was weighted proportionally to the CPUE to produce a relative standard error. + +**Status and Trends**: Eastern Bering Sea: The relative CPUE for jellyfshes in the eastern Bering Sea in 2023 is virtually unchanged from the 2022 survey estimate, similar to the catch rates observed 1992–1999 and in 2018. There is an apparent pattern of cyclical rise and fall of CPUE values across the time series. The relatively low biomass estimated throughout the 1980’s was followed by a period of increasing biomass of jellyfshes throughout the 1990s (Brodeur et al., 1999). A second period of relatively low CPUE estimates from 2001 to 2008 was then followed by a second period with relatively higher CPUE values from 2009 to 2015. It is worth noting that, prior to this year, jellyfsh CPUE estimates in the EBS have been relatively inconsistent over the past several survey years. Northern Bering Sea: The relative CPUE for jellyfshes in the northern Bering Sea is inconsistent across the time series. While an apparent pattern of cyclical rise and fall of jellyfsh CPUE values exists in the EBS time series, gaps in sampling years across the northern Bering Sea time series makes identifying multi-year trends difcult. + +**Factors influencing observed trends**: The fluctuations in jellyfish biomass and their impacts on forage fish, juvenile walleye pollock (Gadus chalcogrammus), and salmon in relation to other biophysical indices were investigated by Cieciel et al. (2009) and Brodeur et al. (2002, 2008). Ice cover, sea-surface temperatures in the spring and summer, and wind mixing all infuence jellyfsh biomass, and afect jellyfsh sensitivity to prey availability (Brodeur et al., 2008). + +**Implications**: Jellyfsh are pelagic consumers of zooplankton, larval and juvenile fshes, and small forage fshes. A large infux of pelagic consumers such as jellyfsh can decrease zooplankton and small fsh abundance, which in turn can afect higher trophic levels causing changes to the community structure of the ecosystem. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. AFSC eastern (top) Bering Sea shelf bottom trawl survey relative CPUE for jellyfsh during the May–August time period from 1982–2023 and for the northern (bottom) Bering Sea shelf survey during the July–August time period from 2010–2023.'} +knitr::include_graphics('../plots/EBS/EBS_jellyfish_full_region.png') +``` + +```{r fig2, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 2. AFSC eastern (top) Bering Sea shelf bottom trawl survey relative CPUE for jellyfsh during the May–August time period from 1982–2023 and for the northern (bottom) Bering Sea shelf survey during the July–August time period from 2010–2023.'} +knitr::include_graphics('../plots/NBS/NBS_jellyfish_full_region.png') +``` + +## References diff --git a/chapters/EBS_jellyfish.docx b/chapters/EBS_jellyfish.docx new file mode 100644 index 0000000000000000000000000000000000000000..c830232236e897ff33f51e6eb022066aa4b61501 GIT binary patch literal 38649 zcmZ6SQnVHKn>gvvy4zScB~RG) z(<6xZk={2Gfhnt~i0IFSEy_eGzXJ~E_%FQ@dbxl3kV`~R1&eFyBU9$Io#@J0n=r3s z5NQa7udhYJ&htw3N|rY27+*R)&v%$5-I+H(ARt>dF&Ie+|MYtNmZB#rnGPzJybeSZ zuQBNBiq|s)^j^K$aX6z69KuV1Va4MSpj8DWo6*wzVWQK~CEg$L1B~mLWU~l~@k(N(OWHIt)6*M*jmKoFOSKSIV=0 zcCRfZFZ%~ZVjk%5qBTe!J9j8hf@KzLWr}VP$-wFnW@H6#3j2a>Jb;9GWiUF3xosoD#}S^xQO#Y$pGkmW(oM}+_v^9(HoC~U{joYHFgqd*4>*UT;d&90C7TWA z?h$JRU({@<&`@y~lhfq`UVHj$vWkDcG;mVwN-Lc7CO|2R6^bVolE1fkJ<;k(g2_zr 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+thaddaeus.buser@noaa.gov + + + +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center National Marine Fisheries Service, NOAA + + + +September 2023 + + + +The time series for jellyfshes (Scyphozoa, but primarily Chrysaora melanaster) relative CPUE by weight (kg per hectare) was updated for 2023 from both the eastern (Figure 61, top) and northern (Figure 61, bottom) Bering Sea surveys. Catch methods for the Northern Bering Sea (NBS) were standardized in 2010, so the catches from previous years do not provide comparable data and are consequently excluded. Relative CPUE was calculated by setting the largest biomass in the time series to a value of 1 and scaling other annual values proportionally. The standard error (±1) was weighted proportionally to the CPUE to produce a relative standard error. + + +NA + + +Eastern Bering Sea: The relative CPUE for jellyfshes in the eastern Bering Sea in 2023 is virtually unchanged from the 2022 survey estimate, similar to the catch rates observed 1992–1999 and in 2018. There is an apparent pattern of cyclical rise and fall of CPUE values across the time series. The relatively low biomass estimated throughout the 1980’s was followed by a period of increasing biomass of jellyfshes throughout the 1990s (Brodeur et al., 1999). A second period of relatively low CPUE estimates from 2001 to 2008 was then followed by a second period with relatively higher CPUE values from 2009 to 2015. It is worth noting that, prior to this year, jellyfsh CPUE estimates in the EBS have been relatively inconsistent over the past several survey years. Northern Bering Sea: The relative CPUE for jellyfshes in the northern Bering Sea is inconsistent across the time series. While an apparent pattern of cyclical rise and fall of jellyfsh CPUE values exists in the EBS time series, gaps in sampling years across the northern Bering Sea time series makes identifying multi-year trends difcult. + + + +The fluctuations in jellyfish biomass and their impacts on forage fish, juvenile walleye pollock (Gadus chalcogrammus), and salmon in relation to other biophysical indices were investigated by Cieciel et al. (2009) and Brodeur et al. (2002, 2008). Ice cover, sea-surface temperatures in the spring and summer, and wind mixing all infuence jellyfsh biomass, and afect jellyfsh sensitivity to prey availability (Brodeur et al., 2008). + + + +Jellyfsh are pelagic consumers of zooplankton, larval and juvenile fshes, and small forage fshes. A large infux of pelagic consumers such as jellyfsh can decrease zooplankton and small fsh abundance, which in turn can afect higher trophic levels causing changes to the community structure of the ecosystem. + + +NA + + + + 1 + EBS_jellyfish_full_region.png + AFSC eastern (top) Bering Sea shelf bottom trawl survey relative CPUE for jellyfsh during the May–August time period from 1982–2023 and for the northern (bottom) Bering Sea shelf survey during the July–August time period from 2010–2023. + + + 2 + NBS_jellyfish_full_region.png + AFSC eastern (top) Bering Sea shelf bottom trawl survey relative CPUE for jellyfsh during the May–August time period from 1982–2023 and for the northern (bottom) Bering Sea shelf survey during the July–August time period from 2010–2023. + + diff --git a/chapters/EBS_misc_species.Rmd b/chapters/EBS_misc_species.Rmd new file mode 100644 index 0000000..7e7938f --- /dev/null +++ b/chapters/EBS_misc_species.Rmd @@ -0,0 +1,35 @@ +--- +title: 'Eastern and Northern Bering Sea – Miscellaneous Species' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Thaddaeus Buser +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center National Marine Fisheries Service, NOAA + +**Contact**: thaddaeus.buser@noaa.gov + +**Last updated**: September 2023 + +**Description of Indicator**: 'Miscellaneous' species fall into three groups: eelpouts (fshes of the Family Zoarcidae), poachers (fshes of the Family Agonidae), and sea stars (Class Asteroidea). The three species comprising the bulk of the eelpout group are the wattled eelpout (Lycodes palearis) and shortfn eelpout (L. brevipes) and to a lesser extent the marbled eelpout (L. raridens). The biomass of poachers is dominated by the sturgeon poacher (Podothecus acipenserinus) and to a lesser extent the sawback poacher (Leptagonus frenatus). The composition of sea stars is dominated by the purple-orange sea star (Asterias amurensis), found primarily in the inner/middle shelf, and the common mud star (Ctenodiscus crispatus), primarily in the outer shelf. Relative CPUE by weight (kg per hectare) was calculated and plotted for each species or species group by year for 1982–2023 for the eastern Bering Sea survey and 2010–2023 for the northern Bering Sea survey. Catch methods for the northern Bering Sea were standardized in 2010, so catches from previous years do not provide comparable data and are excluded. Relative CPUE was calculated by setting the largest biomass in the time series to a value of 1 and scaling other annual values proportionally. The standard error (±1) was weighted proportionally to the CPUE to produce a relative standard error. + +**Status and Trends**: Eastern Bering Sea: The 2023 relative CPUE estimate for eelpouts showed a modest increase from 2022, just above the average of the estimates over the last 10 years. For poachers, CPUE decreased from 2022, returning to levels seen in 2017, ending a multi-year upward trend (2018–2021). The 2023 poacher estimate is just below the average for the time series. The CPUE for sea stars in 2023 also broke a multi-year upward trend (2017–2021), with the 2023 estimate returning to a level last seen in 2016 (Figure 95). Northern Bering Sea: The relative CPUE estimates for eelpouts are much higher before 2018 than after. Whether this indicates a trend is unclear given the gaps in sampling years. For poachers, the CPUE was likewise low after 2018, but it was also low in 2010, with 2017 being an outlier of high relative CPUE. The CPUE for sea stars is remarkably consistent across the time series, especially compared with all other groups in this report (Figure 96). + +**Factors influencing observed trends**: It is difficult to identify trends, especially for the NBS given that survey has been conducted intermittently and only recently (i.e., starting in 2017) been conducted on a more regular schedule. Determining whether, for example, the low relative CPUE after 2018 in poachers (EBS and NBS) and eelpouts (NBS) represents real responses to environmental change or is an artifact of standardized survey sampling methodology (e.g., temperature dependent catchability) will require more specifc research on survey trawl gear selectivity relative to interannual diferences in bottom temperatures and on the life history characteristics of these epibenthic species. + +**Implications**: Eelpouts have important roles in the energy fow within benthic communities. For example, eelpouts are a common prey item of arrowtooth founder (Atheresthes stomias). However, it is not known at present whether these changes in CPUE are related to changes in energy fow. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. AFSC eastern Bering Sea shelf bottom trawl survey relative CPUE for miscellaneous fish species during the May to August time period from 1982–2023.'} +knitr::include_graphics('../plots/EBS/EBS_misc_species_full_region.png') +``` + +```{r fig2, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 2. AFSC northern Bering Sea shelf bottom trawl survey relative CPUE for miscellaneous fsh species during the July to August time period from 2010–2023.'} +knitr::include_graphics('../plots/NBS/NBS_misc_species_full_region.png') +``` + +## References diff --git a/chapters/EBS_misc_species.docx b/chapters/EBS_misc_species.docx new file mode 100644 index 0000000000000000000000000000000000000000..8365d89958f0fb9736c7f9c6a40b7c3f22b32824 GIT binary patch literal 68960 zcmZ5`Q(Y7H+B7Fm+6^!u zi29S>w-AA;sH%z@%!mGwjZ}FD9Lf2$^h)UM@#RY{8BP@}p=E$fnbUrvCvRiQvX()l zDIB)G76rS&C*3Di+N5i8>HNIVX`Xmz(ei+RY}L$YEG_cW=b0qUKvXglR4jEJh$vBO z*xwzeZv^PGdb8trMiV%Umjc6v$16yu21+)otyNEjQQI_;cH1+jM3C&MdL;fE zFv3Hqz2%%h?}l7UYNCRit~r+7JJLNvWDY8!9O9J>=I(U_beNst2S6l4N=CkvcmM2O zM_NIy21arL=`<)2f%r}){yVUhyq=mlRG>R`c0O-Id8iVW*ewTS;VtN$lY?9Qx8=*! zxFOjwsE*$O?7Ionf_%_JeB#C$W?q*hluB%%2SnN4<0`iE*#JLTU9WfX`%Ow^*i2UU z5!T{TH{V4Y^)429_kPO-+!ZAZ1+9mN z>Y(8H)jmNe+tF;T)(u#@?eE)jc%E-Cg?~}k>Rxnn@|Us&AOHa9zi)jfQyXV`x_{Q{ 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/dev/null +++ b/chapters/EBS_misc_species.xml @@ -0,0 +1,61 @@ + +misc_species + + + +Eastern and Northern Bering Sea – Miscellaneous Species + + + +EBS + + + +Thaddaeus Buser + + + +thaddaeus.buser@noaa.gov + + + +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center National Marine Fisheries Service, NOAA + + + +September 2023 + + + +'Miscellaneous' species fall into three groups: eelpouts (fshes of the Family Zoarcidae), poachers (fshes of the Family Agonidae), and sea stars (Class Asteroidea). The three species comprising the bulk of the eelpout group are the wattled eelpout (Lycodes palearis) and shortfn eelpout (L. brevipes) and to a lesser extent the marbled eelpout (L. raridens). The biomass of poachers is dominated by the sturgeon poacher (Podothecus acipenserinus) and to a lesser extent the sawback poacher (Leptagonus frenatus). The composition of sea stars is dominated by the purple-orange sea star (Asterias amurensis), found primarily in the inner/middle shelf, and the common mud star (Ctenodiscus crispatus), primarily in the outer shelf. Relative CPUE by weight (kg per hectare) was calculated and plotted for each species or species group by year for 1982–2023 for the eastern Bering Sea survey and 2010–2023 for the northern Bering Sea survey. Catch methods for the northern Bering Sea were standardized in 2010, so catches from previous years do not provide comparable data and are excluded. Relative CPUE was calculated by setting the largest biomass in the time series to a value of 1 and scaling other annual values proportionally. The standard error (±1) was weighted proportionally to the CPUE to produce a relative standard error. + + +NA + + +Eastern Bering Sea: The 2023 relative CPUE estimate for eelpouts showed a modest increase from 2022, just above the average of the estimates over the last 10 years. For poachers, CPUE decreased from 2022, returning to levels seen in 2017, ending a multi-year upward trend (2018–2021). The 2023 poacher estimate is just below the average for the time series. The CPUE for sea stars in 2023 also broke a multi-year upward trend (2017–2021), with the 2023 estimate returning to a level last seen in 2016 (Figure 95). Northern Bering Sea: The relative CPUE estimates for eelpouts are much higher before 2018 than after. Whether this indicates a trend is unclear given the gaps in sampling years. For poachers, the CPUE was likewise low after 2018, but it was also low in 2010, with 2017 being an outlier of high relative CPUE. The CPUE for sea stars is remarkably consistent across the time series, especially compared with all other groups in this report (Figure 96). + + + +It is difficult to identify trends, especially for the NBS given that survey has been conducted intermittently and only recently (i.e., starting in 2017) been conducted on a more regular schedule. Determining whether, for example, the low relative CPUE after 2018 in poachers (EBS and NBS) and eelpouts (NBS) represents real responses to environmental change or is an artifact of standardized survey sampling methodology (e.g., temperature dependent catchability) will require more specifc research on survey trawl gear selectivity relative to interannual diferences in bottom temperatures and on the life history characteristics of these epibenthic species. + + + +Eelpouts have important roles in the energy fow within benthic communities. For example, eelpouts are a common prey item of arrowtooth founder (Atheresthes stomias). However, it is not known at present whether these changes in CPUE are related to changes in energy fow. + + +NA + + + + 1 + EBS_misc_species_full_region.png + AFSC eastern Bering Sea shelf bottom trawl survey relative CPUE for miscellaneous fish species during the May to August time period from 1982–2023. + + + + 2 + NBS_misc_species_full_region.png + AFSC northern Bering Sea shelf bottom trawl survey relative CPUE for miscellaneous fsh species during the July to August time period from 2010–2023. + + diff --git a/chapters/EBS_structural_epifauna.Rmd b/chapters/EBS_structural_epifauna.Rmd new file mode 100644 index 0000000..22aab7f --- /dev/null +++ b/chapters/EBS_structural_epifauna.Rmd @@ -0,0 +1,35 @@ +--- +title: 'Eastern and Northern Bering Sea – Structural Epifauna' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Thaddaeus Buser +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center National Marine Fisheries Service, NOAA + +**Contact**: thaddaeus.buser@noaa.gov + +**Last updated**: September 2023 + +**Description of Indicator**: Groups considered to be structural epifauna include: sea whips, corals, anemones, and sponges. Corals are rarely encountered in the eastern or northern Bering Sea so they were not included here; sea whips are rarely encountered in the northern Bering Sea so they are only shown for the eastern Bering Sea shelf survey. Relative CPUE by weight (kg per hectare) was calculated and plotted for each species group by year for 1982–2023 for the eastern Bering Sea survey and for 2010–2023 for the northern Bering Sea survey. Catch methods for the northern Bering Sea were standardized in 2010, so the catches from previous years do not provide comparable data and are excluded. Relative CPUE was calculated by setting the largest biomass in the time series to a value of 1 and scaling other annual values proportionally. The standard error (±1) was weighted proportionally to the CPUE to produce a relative standard error. + +**Status and Trends**: Eastern Bering Sea: As in 2022, the relative catch rates for sea anemones (Actiniaria) were similar to those observed during 2010–2015, compared to lower catch rates observed from 2016–2021. Likewise, sea whip (Pennatulacea) estimates for 2023 are similar to those observed in 2021 and 2022, which together represent an increase from 2019 observations and a return to a catch rate similar to that observed 1999–2005 and 2013–2016. The catch rate of sponges (Porifera) in 2023 continues the very low catch level observed since 2021, which was the lowest level observed in the time series, but similar to results observed intermittently during the early years of the time series, 1984–1992. These trends should be viewed with caution because the consistency and quality of their enumeration have varied over the time series (Stevenson and Hof, 2009; Stevenson et al., 2016). Moreover, the identifcation of trends is uncertain given the large variability in relative CPUE (Figure 38). Northern Bering Sea: The relative catch rates of sea anemones are consistent across the time series except for 2022, which was much larger than all other years. This difers slightly from the trend observed in the eastern Bering Sea from 2010–2023, which showed relatively high catch rates from 2010–2013 and 2022–2023, with relatively low catch rates in between. The catch rate of sponges in the NBS is highly variable across the time series, with high relative catch rates 2010, 2017, 2022, and 2023 and low catch rates in 2019 and 2021 (Figure 39). + +**Factors influencing observed trends**: It is difficult to identify trends, given that the NBS survey has been conducted intermittently and only recently (i.e., starting in 2017) been conducted on a more regular schedule. Further research in several areas would beneft the interpretation of structural epifauna trends including systematics and taxonomy of Bering Sea shelf invertebrates, survey gear selectivity, and the life history characteristics of the epibenthic organisms captured by the survey trawl. + +**Implications**: Understanding the trends as well as the distribution patterns of structural epifauna is important for modeling habitat to develop spatial management plans for protecting habitat, understanding fshing gear impacts, and predicting responses to future climate change (Rooper et al., 2016). More research on the eastern Bering Sea shelf will be needed to determine if there are defnitive links. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. AFSC eastern Bering Sea shelf bottom trawl survey relative CPUE for three groups of benthic epifauna during the May to August time period from 1982–2023.'} +knitr::include_graphics('../plots/EBS/EBS_structural_epifauna_full_region.png') +``` + +```{r fig2, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 2. AFSC northern Bering Sea shelf bottom trawl survey relative CPUE for two groups of benthic epifauna during the July to August time period from 2010–2023.'} +knitr::include_graphics('../plots/NBS/NBS_structural_epifauna_full_region.png') +``` + +## References diff --git a/chapters/EBS_structural_epifauna.docx b/chapters/EBS_structural_epifauna.docx new file mode 100644 index 0000000000000000000000000000000000000000..f3d71135f90ecf350815ea2057782d1fcc77abc0 GIT binary patch literal 67342 zcmZ6RQKSab!yv#9X#QMjYOI`{X z1O)&H0s^3wibB1acpx(Z5CEVS8~^|r002Ns$j;W;#MW6)*~8w%Nr%qe#=1Fq(sqCW zLBx;rzJ&-(Sw%%ee?D|cCQ|twa3sfn`IXSi{mX}3BAhB%TvH#JGN=7SSI*jmWj%vP zLnv%xJqmV#SE^64v`NSK(&>4j(=74MyyXD_*|M3@NJ{vp&m&2Sfv99As95qk5K+9= zpuam#&k)di?Pk~Ej3#gxF9n7Tk4Jz`6_jjNOS8sCVkTj*mq;71-YPy_{7b1%)BlMDCO8dcZjk-k89XYX9Ij>b-iB2?>8xxVKZ6X zM_7x?-MklV)O%Ru-TN&c?7@-b=2W8Qn|Q)pO0IeaC|-`K(5G`;T_Z2%b61ow6twQ{ zDuV*&SNjB^Y)7-Tnm1tWHotGr;eUOD$^Xl`R=1*?lfRZN0096%|9$E?npiv0)BSU= 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zBrm@twHV|ctVXRq`@_c@Xv{*Oql8e5TEq`EDz7v*DYYmwFCCkwa{78Nv~e&nFoiNO z05u>1Szr)>!=$*RG6&)U^Z?z%Ae<=%wA`B+-SP{PP|YYlK-Vvy$1HpkXk{TV_)#N7 zOd6^`IX@Q^AK(B$*B)IVpX>>=z79jX958->u@F#{Ur?-{oL`iR&Fdyd^a`?o+Mfco z3m|!%fngdjQsCMX3ktC5Ui`RT{Vq^fEYJkhWUMETq&vB^xFkOpn*sHQgKK4gvGyBi znJ9|&HVRPBmt>^ors{)9Lu^L8V;41>3$*_uCwlmItHHxRuOuWfDF!w7&4fEA; +structural_epifauna + + + +Eastern and Northern Bering Sea – Structural Epifauna + + + +EBS + + + +Thaddaeus Buser + + + +thaddaeus.buser@noaa.gov + + + +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center National Marine Fisheries Service, NOAA + + + +September 2023 + + + +Groups considered to be structural epifauna include: sea whips, corals, anemones, and sponges. Corals are rarely encountered in the eastern or northern Bering Sea so they were not included here; sea whips are rarely encountered in the northern Bering Sea so they are only shown for the eastern Bering Sea shelf survey. Relative CPUE by weight (kg per hectare) was calculated and plotted for each species group by year for 1982–2023 for the eastern Bering Sea survey and for 2010–2023 for the northern Bering Sea survey. Catch methods for the northern Bering Sea were standardized in 2010, so the catches from previous years do not provide comparable data and are excluded. Relative CPUE was calculated by setting the largest biomass in the time series to a value of 1 and scaling other annual values proportionally. The standard error (±1) was weighted proportionally to the CPUE to produce a relative standard error. + + +NA + + +Eastern Bering Sea: As in 2022, the relative catch rates for sea anemones (Actiniaria) were similar to those observed during 2010–2015, compared to lower catch rates observed from 2016–2021. Likewise, sea whip (Pennatulacea) estimates for 2023 are similar to those observed in 2021 and 2022, which together represent an increase from 2019 observations and a return to a catch rate similar to that observed 1999–2005 and 2013–2016. The catch rate of sponges (Porifera) in 2023 continues the very low catch level observed since 2021, which was the lowest level observed in the time series, but similar to results observed intermittently during the early years of the time series, 1984–1992. These trends should be viewed with caution because the consistency and quality of their enumeration have varied over the time series (Stevenson and Hof, 2009; Stevenson et al., 2016). Moreover, the identifcation of trends is uncertain given the large variability in relative CPUE (Figure 38). Northern Bering Sea: The relative catch rates of sea anemones are consistent across the time series except for 2022, which was much larger than all other years. This difers slightly from the trend observed in the eastern Bering Sea from 2010–2023, which showed relatively high catch rates from 2010–2013 and 2022–2023, with relatively low catch rates in between. The catch rate of sponges in the NBS is highly variable across the time series, with high relative catch rates 2010, 2017, 2022, and 2023 and low catch rates in 2019 and 2021 (Figure 39). + + + +It is difficult to identify trends, given that the NBS survey has been conducted intermittently and only recently (i.e., starting in 2017) been conducted on a more regular schedule. Further research in several areas would beneft the interpretation of structural epifauna trends including systematics and taxonomy of Bering Sea shelf invertebrates, survey gear selectivity, and the life history characteristics of the epibenthic organisms captured by the survey trawl. + + + +Understanding the trends as well as the distribution patterns of structural epifauna is important for modeling habitat to develop spatial management plans for protecting habitat, understanding fshing gear impacts, and predicting responses to future climate change (Rooper et al., 2016). More research on the eastern Bering Sea shelf will be needed to determine if there are defnitive links. + + +NA + + + + 1 + EBS_structural_epifauna_full_region.png + AFSC eastern Bering Sea shelf bottom trawl survey relative CPUE for three groups of benthic epifauna during the May to August time period from 1982–2023. + + + 2 + NBS_structural_epifauna_full_region.png + AFSC northern Bering Sea shelf bottom trawl survey relative CPUE for two groups of benthic epifauna during the July to August time period from 2010–2023. + + diff --git a/chapters/GOA_forage_fish.Rmd b/chapters/GOA_forage_fish.Rmd new file mode 100644 index 0000000..ebe7fe7 --- /dev/null +++ b/chapters/GOA_forage_fish.Rmd @@ -0,0 +1,31 @@ +--- +title: 'Fisheries-independent Survey-based Indices of Forage Fishes in the Gulf of Alaska' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Ned Laman and Alexandra Dowlin +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + +**Contact**: Ned.Laman@noaa.gov + +**Last updated**: October 2023 + +**Description of Indicator**: The Resource Assessment and Conservation Engineering Division’s Groundfish Assessment Program (RACE-GAP) fishery-independent summer bottom trawl surveys in the Gulf of Alaska (GOA) are designed to assess populations of commercially and ecologically important fishes and invertebrates. Since 1990, we have deployed the same standardized trawl gear (footrope and trawl net) as is presently in use in the GOA bottom trawl survey. The North Pacific Fishery Management Council has identified several forage fish species or groups of species for federal management. The survey catches Pacific sandlance, eulachon, capelin, sandfish, and pricklebacks though the trawl mesh size is sufficiently large to allow escapement for most of these species. Because of the highly variable design-based biomass estimates from the trawl survey, the biomass of each forage fish was log-transformed to better show trends. For each species or species group, the largest log-transformed biomass estimate over the time series was arbitrarily scaled to a value of 100 and all other values were scaled in reference to that. The standard error (± 1) was weighted proportionally to the biomass to get a relative standard error. + +**Status and Trends**: The biomass of forage fishes in the GOA is difficult to measure in NOAA Fisheries’ bottom trawl survey catches due to issues such as gear selectivity and catchability. Therefore, we anticipate that the relative biomass estimates presented here for forage fishes are imprecise so that apparent trends should be interpreted cautiously. Eulachon have been most prevalent in the Yakutat survey district though their greatest biomass has historically occurred in the Kodiak district where biomass appears to be increasing in recent surveys after highs recorded between 2000 and 2015 (Figure 57). Capelin biomass has historically been highest in the Kodiak district. Sandfish, prickelbacks, and sand lance are uniformly uncommon in trawl catches across the GOA survey years and districts, though there are episodic years with large biomass estimates for these species over the survey history. + +**Factors influencing observed trends**: Unknown + +**Implications**: The NOAA Fisheries’ survey trawl gear has catchability and selectivity issues for forage fishes that impact their catch and retention. Therefore, relative biomass estimates for these species are of limited value for interpreting long-term abundance trends or population status. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. Relative mean log(biomass) of forage fishes collected from International North Pacific Fisheries Commission (INPFC) statistical districts during fishery-independent summer bottom trawl surveys of the Gulf of Alaska (1990–2023). Error bars represent standard errors and the gray lines represent the prevalence (percentage) of non-zero catches for these taxa.'} +knitr::include_graphics('../plots/GOA/GOA_forage_fish_full_region.png') +``` + +## References diff --git a/chapters/GOA_forage_fish.docx b/chapters/GOA_forage_fish.docx new file mode 100644 index 0000000000000000000000000000000000000000..d4ddd3fd4c80fdca1fdc3428a6915620e78760cd GIT binary patch literal 53288 zcmZ6yQpy!xd#;NZaT7PawH`6v_O%%D zQotZ606-8B0L_%->hL<4d!c{;0G8kY0LTCU09rzJw$3KD&U(ro_9jj`wC*<6&B>Ft zLG%bBexUW$eG+IYDj~-6VM{XD0UQ?`cY@z zrIY5syyR95?pd)15Ycst=|oX{DYN4`+_^HTUf_fUs>luQF{js<(1x%XVN0C!%H!3m zIA_b~Qx13I(E5qn89X=U9kHeE**(oa&daEeXOboDix{mc zF4gkG7_;PUqqzs9dgc`sS$Pbqwc9v^yXJ|z5)f$GM%8M@<7}!^t)VO3_>0PeADOS{ z(phJd0W3s{B@$LbXS4tb<8x^j@sGcVOBSeZm%MypXF76;U|6H=pNZpV@SA4uhH+wK z{7hvbrFtm$-?4A1pZ?OFf=0D%7cuIFfC?LMzj{mWA_dPO0dj=txVAkA{kgc!i==wP2oVWod=LGuM9@V8S~`fA@R?f<4x;% zx|0Kgc^WGXIUK1bx+iR0=JF9(O4J*$orGlp3@xgPmf$>nc#+nSA=tBWMjHE4F0HAY 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%!UgJJ+ zrT@~dz62r`y_F!e(K=Wh+}aBGI&?$)7Sm@epsFD9;K%*{sxFGN*msFJDILu`WGfuGBU*!q`XE*@h I<*#tyKk0V)W&i*H literal 0 HcmV?d00001 diff --git a/chapters/GOA_forage_fish.xml b/chapters/GOA_forage_fish.xml new file mode 100644 index 0000000..73845f8 --- /dev/null +++ b/chapters/GOA_forage_fish.xml @@ -0,0 +1,55 @@ + +forage_fish + + + +Fisheries-independent Survey-based Indices of Forage Fishes in the Gulf of Alaska + + + +GOA + + + +Ned Laman and Alexandra Dowlin + + + +Ned.Laman@noaa.gov + + + +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + + + +October 2023 + + + +The Resource Assessment and Conservation Engineering Division’s Groundfish Assessment Program (RACE-GAP) fishery-independent summer bottom trawl surveys in the Gulf of Alaska (GOA) are designed to assess populations of commercially and ecologically important fishes and invertebrates. Since 1990, we have deployed the same standardized trawl gear (footrope and trawl net) as is presently in use in the GOA bottom trawl survey. The North Pacific Fishery Management Council has identified several forage fish species or groups of species for federal management. The survey catches Pacific sandlance, eulachon, capelin, sandfish, and pricklebacks though the trawl mesh size is sufficiently large to allow escapement for most of these species. Because of the highly variable design-based biomass estimates from the trawl survey, the biomass of each forage fish was log-transformed to better show trends. For each species or species group, the largest log-transformed biomass estimate over the time series was arbitrarily scaled to a value of 100 and all other values were scaled in reference to that. The standard error (± 1) was weighted proportionally to the biomass to get a relative standard error. + + +NA + + +The biomass of forage fishes in the GOA is difficult to measure in NOAA Fisheries’ bottom trawl survey catches due to issues such as gear selectivity and catchability. Therefore, we anticipate that the relative biomass estimates presented here for forage fishes are imprecise so that apparent trends should be interpreted cautiously. Eulachon have been most prevalent in the Yakutat survey district though their greatest biomass has historically occurred in the Kodiak district where biomass appears to be increasing in recent surveys after highs recorded between 2000 and 2015 (Figure 57). Capelin biomass has historically been highest in the Kodiak district. Sandfish, prickelbacks, and sand lance are uniformly uncommon in trawl catches across the GOA survey years and districts, though there are episodic years with large biomass estimates for these species over the survey history. + + + +Unknown + + + +The NOAA Fisheries’ survey trawl gear has catchability and selectivity issues for forage fishes that impact their catch and retention. Therefore, relative biomass estimates for these species are of limited value for interpreting long-term abundance trends or population status. + + +NA + + + + 1 + GOA_forage_fish_full_region.png + Relative mean log(biomass) of forage fishes collected from International North Pacific Fisheries Commission (INPFC) statistical districts during fishery-independent summer bottom trawl surveys of the Gulf of Alaska (1990–2023). Error bars represent standard errors and the gray lines represent the prevalence (percentage) of non-zero catches for these taxa. + + diff --git a/chapters/GOA_jellyfish.Rmd b/chapters/GOA_jellyfish.Rmd new file mode 100644 index 0000000..9a4e8cf --- /dev/null +++ b/chapters/GOA_jellyfish.Rmd @@ -0,0 +1,31 @@ +--- +title: 'Sea Jellies—Gulf of Alaska Bottom Trawl Survey' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Ned Laman and Alexandra Dowlin +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + +**Contact**: Ned.Laman@noaa.gov + +**Last updated**: October 2023 + +**Description of Indicator**: The Resource Assessment and Conservation Engineering Division’s Groundfish Assessment Program (RACE-GAP) fishery-independent summer bottom trawl surveys in the Gulf of Alaska (GOA) are designed to assess populations of commercially and ecologically important fishes and invertebrates. Since 1990, we have deployed the same standardized trawl gear (footrope and trawl net) as is presently in use in the GOA bottom trawl survey. Sea jellies (a.k.a. jellyfish) commonly occur in the water column. Trawling operations attempt to minimize midwater catch by setting and retrieving the net quickly from the bottom. Despite this emphasis on minimizing midwater catches, we commonly collect sea jellies in our trawl catches though our trawl gear is not well suited to the intact capture of sea jellies and we recognize that the relative abundance presented here may not be representative of these organisms’ true abundance in the GOA. Using these data to provide an index of relative sea jelly abundance, annual biomass estimates were scaled to the largest estimate over the time series which was then arbitrarily scaled to a value of 100 and all other values were scaled in reference to that. The standard error (± 1) was weighted proportionally to the biomass estimate to get a relative standard error. The percentage of positive sea jelly catches in the bottom trawl hauls was also calculated. + +**Status and Trends**: In much of the GOA, relative sea jelly biomass continues to decline from it’s recent high in 2019 with southeast Alaska as a potential exception to this rule (Figure 48). Sea jelly prevalence in trawl catches increases from west to east across the GOA with prevalence in recent surveys declining in the western GOA survey districts of the Shumagins and Chrikof, increasing in the central survey districts of Kodiak and Yakutat, and remaining fairly stable and high in southeast Alaska. + +**Factors influencing observed trends**: Unknown + +**Implications**: The primary habitat for these animals is open water and, therefore, the observed patterns of abundance and prevalence could reflect differing oceanographic conditions across the GOA survey area. Alternatively, the observed patterns could reflect that the spatial and temporal progression of the bottom trawl survey that begins in the western GOA in May and moves eastward during the summer until the survey is completed in August in southeast Alaska. More directed study of the ecology and biology of the species in this group is needed to develop a mechanistic understanding of their distribution and abundance patterns. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. Relative biomass estimates of sea jellies (a.k.a. jellyfishes) collected from International North Pacific Fisheries Commission (INPFC) statistical districts during fishery-independent summer bottom trawl surveys of the Gulf of Alaska (1990–2023). Error bars represent standard errors and the gray lines represent the prevalence (percentage) of non-zero catches for this group.'} +knitr::include_graphics('../plots/GOA/GOA_jellyfish_full_region.png') +``` + +## References diff --git a/chapters/GOA_jellyfish.docx b/chapters/GOA_jellyfish.docx new file mode 100644 index 0000000000000000000000000000000000000000..be13054ab42b5835323449752388c7cc527dd17f GIT binary patch literal 23107 zcmZ6RQhL<4yCHx80G8kY0LTCU09wL!w$3KD&U(ro_9jj`bnZ6RP016s zfeZ-0d_n7~dL__QRDzA?LKkJQ%g(?#o&_rRLoW$qdu{+=%k!xUWmXCH(!Fl(^drx_ zOD4>L`6#UF-Lqo$A);y((}^PaQ)b3=cyeV@y}$|cRgvr6qff6fp$%a(LKnFhl*g)8 zaL$&{Cmrs_p!E~yPE#PQ5MapEy#^c3hz~od7(LhL9I>VDIXulj&P!>Ir;{b^3z@9S zFV+5pGG)ozM)CAZbX32^5wEJ+fTU zr?br@16cejl1Nw%nbra%jLW54z(4*XDW0dkUG(yanQqS|f?i_f94e2kFmoTe|zW+F@_-#ZPA6>ecjq6R#pr zLBH*2%nSyEQpnVW({5bKibyfR(Nyrw_Wo<007W`|MeVAtexoT{&`j< z$jAaS!id%&dFxpy_lRX8}QoGUz1g={?fonwJRxi(whLKEK(?%SV;cf=JQ0WCkY}m#Y6X$ 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zn;b3@R6oqSE~R8FxY_`JI(eigI~4cd-haut{|e%=UAzDp&Wk9zAUfV@Emx!+b&jDy z$?qR}LZ3X0qyPT}uMgw9e?9-D?iDrwwrcc|u6>Xg{wf}Y1z|fmAHnX275<-wPFNha zhw2f>MgK=H(u17%pPJ8q*CN3t!FDP=CPicXBk3Rd_{4Kh zb{=`e2mkfoXYyFP0}I0{?~iaj@gMjfJAmb3W$#D+p5zbzxB3l>!#dKBI1=gKis&C> z8Wx9jeIIe(hnlhf7^Z*BUsxK}NPVOU$^W7s{Z!ZhSc&s7fSTgZ=3$ji*a%p0=P?3E z^PltoOXGp%VO^0&{tew9{%>;x7Kfd}f5d4XhS~ppcVK4nVH02n-yaiB|2F|<3|>hN Y;X!QqAGHMs?j1ZF+|olq6dc^Y0An&OZU6uP literal 0 HcmV?d00001 diff --git a/chapters/GOA_jellyfish.xml b/chapters/GOA_jellyfish.xml new file mode 100644 index 0000000..a344df1 --- /dev/null +++ b/chapters/GOA_jellyfish.xml @@ -0,0 +1,55 @@ + +jellyfish + + + +Sea Jellies—Gulf of Alaska Bottom Trawl Survey + + + +GOA + + + +Ned Laman and Alexandra Dowlin + + + +Ned.Laman@noaa.gov + + + +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + + + +October 2023 + + + +The Resource Assessment and Conservation Engineering Division’s Groundfish Assessment Program (RACE-GAP) fishery-independent summer bottom trawl surveys in the Gulf of Alaska (GOA) are designed to assess populations of commercially and ecologically important fishes and invertebrates. Since 1990, we have deployed the same standardized trawl gear (footrope and trawl net) as is presently in use in the GOA bottom trawl survey. Sea jellies (a.k.a. jellyfish) commonly occur in the water column. Trawling operations attempt to minimize midwater catch by setting and retrieving the net quickly from the bottom. Despite this emphasis on minimizing midwater catches, we commonly collect sea jellies in our trawl catches though our trawl gear is not well suited to the intact capture of sea jellies and we recognize that the relative abundance presented here may not be representative of these organisms’ true abundance in the GOA. Using these data to provide an index of relative sea jelly abundance, annual biomass estimates were scaled to the largest estimate over the time series which was then arbitrarily scaled to a value of 100 and all other values were scaled in reference to that. The standard error (± 1) was weighted proportionally to the biomass estimate to get a relative standard error. The percentage of positive sea jelly catches in the bottom trawl hauls was also calculated. + + +NA + + +In much of the GOA, relative sea jelly biomass continues to decline from it’s recent high in 2019 with southeast Alaska as a potential exception to this rule (Figure 48). Sea jelly prevalence in trawl catches increases from west to east across the GOA with prevalence in recent surveys declining in the western GOA survey districts of the Shumagins and Chrikof, increasing in the central survey districts of Kodiak and Yakutat, and remaining fairly stable and high in southeast Alaska. + + + +Unknown + + + +The primary habitat for these animals is open water and, therefore, the observed patterns of abundance and prevalence could reflect differing oceanographic conditions across the GOA survey area. Alternatively, the observed patterns could reflect that the spatial and temporal progression of the bottom trawl survey that begins in the western GOA in May and moves eastward during the summer until the survey is completed in August in southeast Alaska. More directed study of the ecology and biology of the species in this group is needed to develop a mechanistic understanding of their distribution and abundance patterns. + + +NA + + + + 1 + GOA_jellyfish_full_region.png + Relative biomass estimates of sea jellies (a.k.a. jellyfishes) collected from International North Pacific Fisheries Commission (INPFC) statistical districts during fishery-independent summer bottom trawl surveys of the Gulf of Alaska (1990–2023). Error bars represent standard errors and the gray lines represent the prevalence (percentage) of non-zero catches for this group. + + diff --git a/chapters/GOA_misc_species.Rmd b/chapters/GOA_misc_species.Rmd new file mode 100644 index 0000000..70d66d3 --- /dev/null +++ b/chapters/GOA_misc_species.Rmd @@ -0,0 +1,31 @@ +--- +title: 'Miscellaneous Species—Gulf of Alaska Bottom Trawl Survey' +output: word_document +--- + +```{r setup, include=FALSE} +library(esrindex) +library(knitr) +``` + +Contributed by Ned Laman and Alexandra Dowlin +Resource Assessment and Conservation Engineering Division, Alaska Fisheries Science Center, NOAA Fisheries + +**Contact**: Ned.Laman@noaa.gov + +**Last updated**: October 2023 + +**Description of Indicator**: The NOAA Fisheries’ Groundfish Assessment Program (RACE-GAP) fishery-independent summer bottom trawl surveys in the Gulf of Alaska (GOA) are designed to assess populations of commercially and ecologically important fishes and invertebrates. There are some species and taxonomic groups which occur commonly in survey catches or are of particular interest and which can provide additional context when assessing the status of the ecosystem; some of these are presented here. Since 1990, we have deployed the same standardized trawl gear (footrope and trawl net) as presently in use in the GOA bottom trawl survey. The taxonomic groups presented here are neither targeted by our survey nor are they ideal for collection by our standard trawl gear. Issues of selectivity, catchability, and retention affect the precision and accuracy of biomass estimates generated for these taxa so that any apparent trends should be interpreted with caution. Biomass estimates for these taxa were scaled to the largest estimate in the time series for each, and this value was then arbitrarily scaled to a value of 100 and all other values were scaled in reference to that. The standard error (± 1) was weighted proportionally to the biomass to yield a relative standard error. Prevalence in survey catches is also presented as the percentage of positive bottom trawl hauls for each taxon. + +**Status and Trends**: Echinoderms and shrimp are relatively commonly caught in our survey catches, while eelpouts and poachers occur with less frequency (Figure 82). Echinoderm biomass has been highest in the Chirikof and Kodiak districts historically and appears to be increasing in the latter in recent surveys; this group of benthic invertebrates is common in trawl catches throughout the Gulf. Shrimp biomass has also historically been higher in the Chirikof and Kodiak districts than elsewhere in the Gulf, but appears to be declining in those two districts in recent surveys. Eelpouts occur episodically in catches throughout the GOA, but seem to be more abundant in the Yakutat district where their biomass may be increasing over the time series. Poachers are more common in the Shumagin district than elsewhere in the Gulf where they are uncommon and their highest biomass has historically occurred in the Shumagin and Kodiak districts. + +**Factors influencing observed trends**: Unknown + +**Implications**: It is difficult to discern a consistent pattern of biomass or prevalence across these taxonomic groups. There are some patterns within groups (e.g., echinoderms are common throughout the Gulf, eelpout biomass has cycled between highs and lows over the course of the time series and in most districts). Directed research into the population ecology of these taxonomic groups could help to elucidate relationships between their population status and the health of the region. + + +```{r fig1, include = TRUE, echo = FALSE, fig.cap='\\label{fig:figs}Figure 1. Relative biomass estimates of echinoderms, shrimps, eelpouts, and poachers collected from International North Pacific Fisheries Commission (INPFC) statistical districts during fishery-independent summer bottom trawl surveys of the Gulf of Alaska (1990–2023). Error bars represent standard errors and the gray lines represent the prevalence (percentage) of non-zero catches of these taxa.'} +knitr::include_graphics('../plots/GOA/GOA_misc_species_full_region.png') +``` + +## References diff --git a/chapters/GOA_misc_species.docx b/chapters/GOA_misc_species.docx new file mode 100644 index 0000000000000000000000000000000000000000..affbd74aaf1f6769dd857287a3145a94324552e1 GIT binary patch literal 50902 zcmZ6xQ>|* zWe&_oVb$oK9eV%~U9Xry6vdx9H=)CmCzIv{PFSdl+~^*2dW{Kf2%8zU#KoXIQL~D3 zwv0aQa5n+1pEQ4(3TcG^L#FOE+;m2K*iFUgxiRmE{p+5?)BNMSoaT5oMasUI$*S^F ztssmkTi!OBXYg0=yrLo-uR)D=JEutZJV|#V0&V-4TJ1!fO--6Lbd{SxaYgVW%N2bF z+gu8Og=mRn;!5bO79e4K9^E4T@fS(y0`={Zmrv|$XC4s@TeST%N&GB+^W5DCPK=D7 zsVwBLUaI|f?3-#i#dzQS8tCW+I#d65GRb(z0FK-8y~njKdxI~2GW&L~miLN;-l43R+(oany`8#snvPOCpCStLd> z{1TEJ&ZQlO3!J|mtX3w1S^4MI(dGYTTbo<)&BX1Bk?@*wG$}QN-72P0GfYl?+$O_*S4um>*0SWWVVRW1^PaYnUj@}$^+Riha z92m{h*=Q-?$TZPCVdJuv55ZES-hk~SEem1jP*t>q<{83^wT2DBo|QAxIhOM1Oyv~w zI>tnfBRof=T6;!6lK{h{TUxR1H)I8EbdmE0V|7koc14>Wa1O`A^&+H7x0=k|Bi0MQ zXxLGqq2ey4XDf!h_Vw3g6>GmVaMJ9`DxLJEKq*TUN~RW5zIXUM(HcpD$xQLkJ>{aY zbaI>|P1Q)={i6Ap^km)bv!mGmtp~3xMV1yM0DvnV0081&J>2XZjp>c;j9hH~=JG#D ze5E1dh~0tO3stG6m?EOsnA6BvO4e-bp?tSSCD}AS30f$~CS{%voGGwHjCU=i z(~k$^v*NFVjiEAc7;LUwDnhxeP|eap^GpuAQ^S%oz?aVII}_49e-#C6Sadp^NN4#spt!@n(-d`wi7#kE_QXTI#(v!fe;pTPY1 zFGiV=;vTq8ZOI=MP3s(v1zB%`v>80mUu9k@fB`b}K&10yPkGpxo^0~zQr;QyeCK}j zpHrO(ywcg4;fvNIpRL{Py{^NL&15_dR#2G+<}^YlQ4a*UaBDa#jn{a;-oNEt<}|fT zl)1O$`lZblCMR3pSbD!d-)_G;=E?l2JSt%75Gk99m|iu3#FsH_FbS9>+ED;}kj6wK zNZ>*~+bTZa>5BW~Gn!-E@n~r(Zy#vFBW0RWb8h-tK$_0quR~G$#H0#BS>4K|mQ2G_sq+LnJAIjMoL$qCpOuCQ{8~!x(0(+&ZC7Qg)$AL&_%J1 zg=C23h4D!%5$TeEzf{!@EhS(8&ZLZernD^;4H8LV8q+aZAdpMl7-?k>cBTW6z!I~r zyfCiBcPlSGbOzb_UIO3vNqLs5`(Z2tQ&mtX1NOYuQdsErc)q;nPfJ4mn*FI|(M9ru zWTz_zNOnS}*0;EcQJoR|?4@KCH1wK`gUpYCi9oh1B~@Ea*b93xb|-8QN7r|=DdSTF zDMoecknh60-i+TIu(Dlx$81i(m1d6%#@#MwMQMoF{1~HP1@^QS^3oDr`^dB~r=pHm zjBy{aa2FBnf?z|$&6g9%umNTxYR!-kj7-$7j?@;>n9jm0T&^OC5X3_aY3-p*FA8z& z1Oh9UjR1J5+7ET~tDp5{8ohO;UY%@DnT|^zFic=1bLp&s{YAtEQazrW*O9OUfwFcY zO~9b56c#O4Ad`#4Awe5u;#;0#PQKX^ghikxPes!vnT5DXS zzR5wAwORHfRw5mxkvy)qHY^3r#vUiuq3_rpo}HVTvnD9d00bG5Jq-Y2kbAJrvJl5} zw0R;=%eFDok6g`9XwvkzkG94m%w#sA3D_<0*}j`@yo2@NPKm5PbW9gKCK znQ^CN?oQVyO^~52P_>&`kNug1xE;;?a z=AWzJ;uEpRnRTQ2K05Af=W4U|rp^;IB~!VzLFb*O4)nCs)^s|mo)Btxn0B+UQk0lSxdeA!e<*nUn}PAZ*mXzdV@AL4 zGIYxexi}nI32=F0UvX7vJ~!4TJGJ&vuA-f+-|Z?v1U;R6J`jsLJG)}r>yyP-Bs<4T?iAgtTEF{5!ZE}zM^W~d9!#Dx}4@_A#1`76>LYz*^;`~ZwQ=U{d#-WK-RH#n8In` zvFcEk%nbOnC1}^75Fz=BtdVSh(9s`~9=E&w`%hbADwx+%rfHliBh^PK_C_t)nAw7;BGon4p$9?d!Q1j+&aIn7 zwFT)f2$Wo0cqW)d!s&nhL}Ol#imjV?6~o|_MtbCx| zBtk-MN(g%MU~%nrK4*50MdWcPrb#1p5-|#)SLrk11KUd}k5*+$uINg3>tqCF(ci9I zFWg`$5BoVFsb^sCLKPJLbGsj^J*lBP*uN@CIXCJ@D7>ByUPW8KBDCMpC}QCQsJD3@ zEmVxk>Qr~4(@*X6ZN4(3G}M~jtx7H%j_!bjW2`L?;lLMu=yiXTMlJ?&IU1f@53kX@ zWW&~Za%u7T=j_wY2P}7Ql>FYoqC<;HL)k=buvSry0ss`);MIy zr-N}HJChDS@V*zzFEo>Hi>G2hLi|veTM|Gq#>$LUOqQxE5lK1OVfDqr7#w<%>&>B} zKHx3|FuVpSBfh-_oa@d&+XD8oN7%fD@7}T;PA~;=v=psEIO(}Ca9(y8gBws!pFIbL zp<@Rq@kaQeVx)|2ZTN!49pH?prD)+3#HD!;5=Yn|&cu>_go7vv3y`vL?a00i;)jKs zYbTtAYIsRt3ACNd&2HpL>$Dx8%2`e%i`vpi?K&OfPjCYjKAkl$Emi4#|4aS#=&p$V zzp69;bpZF@>YLixIosMfn>hW0!~c;#W^OAe$*=F6(sN3HpkA{{ieT_60KgwH}PaA*snN4 zeq@Ia;1#VjDHv}c7iX}^`76&d(5Ny~0)udwXS>5tbm?(;n(&~s2f0HPZNI~_g>nWl zdC%NOm5(>v^6wyg!!mgSN*DTb5LNL3H2ScV&5W^|51n3I!{@2R>hy|GoH7>MPi0(wrB zvRXNrzS62_k79^JEcgpjN6vFeY<}9C6^Li+nKPgY^;$+Ttz)J&8Ts{E#6Oz`%XU(3 zg~|7|X5IW$<$7sgRLj<>1QrDD3#$Ryl!k*Xo7ssSf9)t0*zJuNTXa^osOMXiE_vaO zGpFCg{H^m*+GL(zKUv#jeoxG&&8%MEvz{Q*dwlS0VvyjOFssj>M$&t{@ND9k@tIId zS`KZdhm0UM*E*nwO#cn2v1Ap5WHD)Eo}V0mxB4ak`mt>D2ypb(Fw*~9w(CEJy@mfHpgg72>0{*c!cX}o~!BCo)t z#jIeCZHdX2=SBR zjQB-p$r^;IT;$@3JqaPsI79@j8ux$ZB{o9L!hRT+!S{4qJilz#S!mKa`}LU565kw` zfevT9X}X-31HZHC9#k#!ni~msT1q%bVuXshr}AiV@ZnBpS#m3QP?`B_wVdIhJ5! 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