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Caribbean_ESR_EBFM_TAP_presentation.qmd
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---
title: "Caribbean ESR EBFM TAP presentation"
author: "Mandy Karnauskas"
format: revealjs
self-contained: true
---
# 4. Risks to meeting fishery management objectives
In this section, we examine indicators...
## Degree heating weeks
Indicator 1
![](/indicator_plots/DegreeHeatingWeeks_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Ocean acidification via aragontite saturation state
Indicator 2
![](/indicator_plots/OA_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Hurricane activity
Indicator 3
![](/indicator_plots/ACEindex_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Turbidity
Indicator 4
![](/indicator_plots/turbidity_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Sea surface temperature
Indicator 5
![](/indicator_plots/Carib_SST_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Marine debris
Indicator 6
![](/indicator_plots/marine_debris_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Identified point source pollution sites
Indicator 7
![](/indicator_plots/pollution_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Primary productivty via ocean color
Indicator 8
![](/indicator_plots/carib_Chl_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Coastal development
Indicator 9
![](/indicator_plots/Land_Use_Land_Cover_2024.jpg){fig-alt="Plot showing a time series of an indicator"}
## Number of major earthquakes
Indicator 10
![](/indicator_plots/earthquakes_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Market disturbances
Indicator 11
![](/indicator_plots/disturbance_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Sargassum innundation
Indicator 12
![](/indicator_plots/Sargassum_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Tourism
Indicator 13
## Human population
Indicator 14
![](/indicator_plots/population_plot.png){fig-alt="Plot showing a time series of an indicator"}
# 5. Tracking performance toward fishery management objectives
In this section, we examine indicators related to broad, ecosystem-level fishery management objectives.
# 5.1 Food production
## Fishery independent surveys of economically important species
Indicator 15 - abundance of economically important fish
![](/indicator_plots/RVC_PR_plot.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/RVC_STSJ_plot.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/RVC_STX_plot.png){fig-alt="Plot showing a time series of an indicator"}
Indicator 16 - abundance of commercial fish and slope of the size spectrum based on TCRMP and PRCRMP
![](/indicator_plots/fish_density_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Pelagic:demersal ratio
Indicator 18
![](/indicator_plots/PD_ratio_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Maximum length and size structure
Indicator 19 - Lmax indicator
![](/indicator_plots/PR_Lmax_classes_plot.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/STT_Lmax_classes_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Commercial landings
Indicator 20 - total landings
![](/indicator_plots/total_landings_plot.png){fig-alt="Plot showing a time series of an indicator"}
# 5.2 Socioeconomic health
## Total, lobster and conch revenues
Indicator 21 - percent revenues by species group
![](/indicator_plots/per_landings_PR.png) ![](/indicator_plots/per_landings_STT.png) ![](/indicator_plots/per_landings_STX.png)
## Total, lobster and conch trips
Indicator 22 - number of trips
![](/indicator_plots/gearTypes_PR.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/gearTypes_STT.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/gearTypes_STX.png){fig-alt="Plot showing a time series of an indicator"}
## Ocean economy employment and wages
Indicator 23
![](/indicator_plots/oceanNAICS_plot.png){fig-alt="Plot showing a time series of an indicator"}
## GDP
Indicator 24
![](/indicator_plots/GDP_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Unemployment
Indicator 25
![](/indicator_plots/unemployment_plot.png){fig-alt="Plot showing a time series of an indicator"}
# 5.3 Equity
## Gini coefficient for distribution of landings and revenue
Indicator 26
![](/indicator_plots/gini_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Environmental justice, economic, and gentrification pressure
Indicator 27
![](/indicator_plots/CSVI_plots/Faceted_Bar_Plot_Puerto%20Rico%20East.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/CSVI_plots/Faceted_Bar_Plot_Puerto%20Rico%20West.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/CSVI_plots/Faceted_Bar_Plot_St.%20Croix.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/CSVI_plots/Faceted_Bar_Plot_St.%20Thomas%20&%20St.%20John.png){fig-alt="Plot showing a time series of an indicator"}
# 5.4 Engagement and participation
## Recreational landings
Indicator 28
![](/indicator_plots/total_rec_catch_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Commercial fishing engagement and reliance
Indicator 29
![](/indicator_plots/PR_comm_fishing_engagement.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/PR_comm_fishing_reliance.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/USVI_comm_fishing_engagement.png){fig-alt="Plot showing a time series of an indicator"} ![](/indicator_plots/USVI_comm_fishing_reliance.png){fig-alt="Plot showing a time series of an indicator"}
# 5.5 Bycatch reduction
## Changes in gear type
Indicator 30
![](/indicator_plots/gearTypes_PR.png) ![](/indicator_plots/gearTypes_STT.png) ![](/indicator_plots/gearTypes_STX.png)
# 5.5 Governance
## Number of amendments implemented
Indicator 31
## Percent of species with informative catch limits
Indicator 32
![](/indicator_plots/tier3_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Number of education and outreach events
Indicator 33
![](/indicator_plots/outreach_plot.png){fig-alt="Plot showing a time series of an indicator"}
## Number of enforcement actions
Indicator 34
# 5.6 Protection of ecosystems
## Percent coral cover and coral species diversity
Indicator 35
![](/indicator_plots/coral_spprichness_cover_plot.png){fig-alt="Plot showing a time series of an indicator"}