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Descriptive and spatial analysis of bycatch in tuna purse-seine fishery in the colombian Pacific Ocean, with an elasmobranch approach

ABSTRACT

Bycatch species are as important as target species in the challenge of comprehensive fishery management. This is especially the case for vulnerable species such as elasmobranchs in offshore areas of the Colombian Pacific Ocean (CPO), for which information is scarce and long-term databases are used. Therefore, this study aimed to characterize the bycatch in tuna purse-seine fishery with an elasmobranch species approach using fishery data from 2000 to 2019. A total of 59 bycatch species were identified, including 27 bony fishes, 22 elasmobranchs, two mollusks, four sea turtles, and four dolphins. The total bycatch percentage was 20.8%, with elasmobranchs accounting for less than 5%. Fish aggregating devices (FADs) and class 6 vessels recorded the highest percentage of bycatch. Bony fish bycatch was mainly obtained from the border of Ecuador until 4° N across the CPO. Elasmobranchs were captured throughout the CPO, showing differences by vessel class and fishing method. The silky shark Carcharhinus falciformis was the most caught species. Elasmobranch spatial abundance and capture hotspots showed the highest values towards the northern coast, in offshore areas of Gorgona Island, southwards in offshore areas, and around Malpelo Island. FADs captured the highest number of bycatch species compared with other fishing methods, such as Tuna Associated with Dolphins (DEL), Natural Floating Objects (NAT), and Tuna not Associated (NoAs). Management recommendations for bycatch species in this fishery are provided in the CPO.

Keywords:
Tuna fishery; Colombian eastern pacific ocean; Fish aggregating device; Management alternatives; Colombia

INTRODUCTION

Multiple approaches have differed slightly when defining the term “bycatch”. Alverson et al. (1994Alverson, D. L., Freeberg, M. H., Pope, J. G. & Murawski, S, A. 1994. A global assessment of fisheries bycatch and discards. FAO Fisheries Technical Paper, (339).) defined it as non-target species retained and sold, as well as those discarded due to economic, size, legal, or personal reasons. Posteriorly, FAO (1997)FAO (Food and Agricultural Organization of the United Nations). 1997. Fisheries bycatch and discards. Committee on Fisheries. Twenty-second Session, Rome, Italy, 17-20 March 1997. Available from: Available from: https://www.fao.org/3/w3862e/w3862e.htm . Access date: 2022 May 2.
https://www.fao.org/3/w3862e/w3862e.htm...
established that “bycatch” should be used generically to refer to the non-target portion of a fishery’s catch. Years later, Cochrane and Garcia (2009Cochrane, K. L. and Garcia, S. M. 2009. A Fishery Manager’s Guide. Rome: FAO, Wiley-Blackwell.) defined “bycatch” as anything in the fishing process that differs from the species and sizes of the targeted marine organisms.

The International Guidelines on Bycatch Management and Reduction of Discards, published by the FAO in 2011, stated that it was impossible to develop an internationally standardized definition of bycatch, as its nature is diverse worldwide and there are historical differences in bycatch definitions between countries. Furthermore, functional interpretations inevitably include unintentional catches by fishermen and multispecies fishing gear with low selectivity, in which most species are captured and used. In this sense, bycatch refers to that part of the catch that should not have been caught, regardless of ecological and economic consequences.

Hall and Roman (2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.) defined bycatch as dead species that are discarded and separated from other non-tuna catch in the tuna purse-seine fishery. However, our study used the FAO (2011)FAO (Food and Agricultural Organization of the United Nations). 2011. International guidelines on bycatch management and reduction of discards. Rome: FAO. definition of bycatch: non-target species, including small-sized target species that are usually discarded and whose capture cannot be avoided by the fishing gear used.

Knowledge of bycatch provides fisheries with elements to build assertive criteria for sustainable management in regional and national contexts at ecological, economic, social, and institutional levels. Therefore, tuna bycatch has been studied in different oceans at the regional level, especially by Regional Fisheries Management Organizations (RFMOs) or research institutions of countries that are members of these organizations. For example, Gillman (2011Gillman, E. L. 2011. Bycatch governance and best practice mitigation technology in global tuna fisheries. Marine Policy, 35(5), 590-609. DOI: https://doi.org/10.1016/j.marpol.2011.01.021
https://doi.org/https://doi.org/10.1016/...
) stated that five RFMOs have achieved mixed results in knowledge of tuna fisheries, but significant information gaps remain in terms of ecological bycatch risks and management. Various authors have analyzed bycatch in Indian Ocean fisheries with low observer coverage, building and running simulations to monitor priority species (Amandè et al., 2012Amandè, M. J., Chassot, E., Chavance, P., Murua, H., Delgado de Molina, A., Bez, N. 2012. Precision in Bycatch Estimates: The Case of Tuna Purse-Seine Fisheries in the Indian Ocean. ICES Journal of Marine Science, 69(8), 1501-1510. DOI: https://doi.org/10.1093/icesjms/fss106
https://doi.org/https://doi.org/10.1093/...
); others have compiled bycatch information from tropical tuna purse-seine fisheries worldwide (Hall and Roman, 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.). In recent years, a summary of bycatch issues in the tuna purse-seine fishery overall and at a regional scale for the scientific committee of the Western and Central Pacific Commission (WCPFC) was published by Restrepo et al. (2017Restrepo, V., Dagorn, L., Itano, D., Justel-Rubio, A., Forget, F. & Moreno, G. 2017. A Summary of bycatch issues and ISSF mitigation initiatives to-date in purse seine fisheries, with emphasis on FADs. ISSF Technical Report 2017-06. Washington, D.C.: International Seafood Sustainability Foundation.) and Peatman et al. (2018Peatman, T., Allain, V., Caillot, S., Park, T., Williams, P., Tuiloma, I., Panizza, A., Fukofuka, S. & Smith, N. 2018. Summary of purse seine fishery bycatch at a regional scale, 2003-2017. WCPFC-SC14-2018/ST-IP-04. In: Western and Central Pacific Fisheries Commission. Scientific Committee Fourteenth regular session. Busan, 8-16 August, 2018.), respectively. In the Eastern Pacific Ocean (EPO), the Inter-American Tropical Tuna Commission (IATTC) and other research entities have been working on tuna purse-seine bycatch assemblages (Lezama-Ochoa et al., 2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
) to generate data and provide some management strategies for both tuna and bycatch, for example, improvement of the use and function of sorting grids for juvenile tuna and bycatch (TUNACONES et al., 2019TUNACONES, CIAT, PROBECUADOR, ISSF, WWF. 2019. IATTC - TUNACONS Workshop on Analysis and Improvement of the Use and Function of Sorting Grids for Juvenile Tunas and Bycatch Species in the Purse-Seine Fishery for Tunas in the Eastern Pacific Ocean. DOCUMENT INF-A. In: Meeting of the Working Group on Bycatch. San Diego, California, 11th May, 2019. Workshop Report. Inter-American Tropical Tuna Commission (9th ed.). Available from: Available from: https://www.iattc.org/GetAttachment/5e38e672-1cca-434b-8b1b-837928af6a23/BYC-09-INF-A_Report-on-the-1st-Workshop-on-analysis-and-improvement-of-the-use-and-function-of-sorting-grids.pdf . Access date: 2023 Aug. 23.
https://www.iattc.org/GetAttachment/5e38...
), quantitative ecological risk assessment of the devil ray Mobula mobular to manage and reduce its bycatch (Griffiths et al., 2019Griffiths, S. P., Lezama-Ochoa, N., & Román, M. H. 2019. Moving Towards Quantitative Ecological Risk Assessment for Data-Limited Tuna Fishery Bycatch: Application of “Easi-Fish” to The Spinetail Devil Ray (Mobula mobular) in the Eastern Pacific Ocean. DOCUMENT BYC-09-01. In: Meeting of the Working Group on Bycatch (9th ed).,. Available from: Available from: https://www.iattc.org/getattachment/8299c328-3177-4285-b81d-d15c142c1bf9/BYC-09-01_Ecological-risk-assessment-of-Mobulid-rays-in-the-eastern-Pacific-Ocean.pdf . Access date: 2023 Aug. 23.
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), strategies to reduce shark bycatch (Ortuño-Crespo et al., 2022Ortuño-Crespo, G., Griffiths, S., Murua, H., Österblom, H., Lopez, J. 2022. Reducing Shark Bycatch in Tuna Fisheries: Adaptive Spatio-Temporal Management Options for the Eastern Pacific Ocean. DOCUMENT BYC-11-04. In: Meeting of the Working Group on Bycatch. (Videoconference). 10-11th May, 2022 (11th ed.). Inter-American Tropical Tuna Commission. Available from: Available from: https://www.iattc.org/GetAttachment/cf83cb12-adee-4927-bf35-643e73e37148/BYC-11-04_Reducing-shark-bycatch-in-tuna-fisheries-adaptive-spatio-temporal-management-for-the-EPO.pdf . Access date: 2023 Aug. 23.
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), and modeling of Fish Aggregating Device (FAD) trajectories in critical sea turtle habitats (Escalle et al., 2022Escalle, L., Phillips, J., Moreno, G., Lopez, J., Lynch, J., Murua, H., Aires-da-silva, A., Royer, S. J., Hampton, J., Swimmer, Y., Wallace, B., Corniuk, R., Mcwhirter, A., & Restrepo, V. 2022. Modeling Drifting Fish Aggregating Devices (Fads) Trajectories Arriving at Essential Habitats for Sea Turtles in the Pacific Ocean. DOCUMENT BYC-11-05. 11th Meeting of the Working Group on Bycatch. (Videoconference). 10-11th May, 2022. In: Inter-American Tropical Tuna Commission (online). Available from: Available from: https://www.iattc.org/GetAttachment/be540fd5-6427-4115-a8c6-c05f05199a45/BYC-11-05%20-%20Modelling%20drifting%20Fish%20Aggregating%20Devices%20(FADs)%20trajectories%20arriving%20at%20essential%20habitats%20for%20sea%20turtles .Access date: 2023 Aug. 23.
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).

In Colombia, a comprehensive review of bycatch in almost all fisheries was conducted only until 2011 (Puentes, 2011Puentes, V. 2011. Revisión y análisis de la fauna y flora silvestre afectada por las capturas incidentales: Hacia la aplicación del enfoque ecosistémico para el manejo sostenible de las pesquerías de Colombia. Bogotá: Ministerio de Ambiente y Desarrollo Sostenible.). The following year, Jiménez et al. (2012Jiménez, S. I., Guagua, W., Maldonado, L. F. & Puentes, V. 2012. Capítulo VI: Caracterización preliminar de la captura incidental de la flota atunera mediana y pequeña que opera en aguas jurisdiccionales colombianas. In: Puentes, V., Moncaleano, A. (eds.). Sistema de Gestión Regional para el Uso Sostenible de los Recursos Pesqueros del Corredor Marino del Pacífico Este Tropical (CMAR). Resultados de Gestión en Colombia (pp. 133-152). Bogotá: CMAR.) listed the main tuna purse-seine bycatch species in the Colombian Pacific Ocean (CPO) from July 2009 to July 2010. However, a couple of years later, Puentes et al. (2014Puentes, V., Polo, C. J., Roldán, A. M. & Zuluaga, P. A. (Eds.). 2014. Artes y métodos de pesca en Colombia. Serie Recursos Pesqueros de Colombia - AUNAP. Bogotá: Autoridad Nacional de Acuicultura y Pesca - AUNAP & Conservación Internacional Colombia.) stated that there was no specific definition of bycatch in Colombia due to the high diversity of fisheries, especially small-scale ones. Despite this, the same year, Gómez et al. (2014Gómez, S., Caicedo, J. A. & Zapata, L. A. 2014. Captura de peces no comerciales con espinel experimental de fondo en Isla Gorgona, Colombia, y su área de influencia. Revista de Biología Tropical, 62(supl1), 391_405. Available from: Available from: https://www.scielo.sa.cr/scielo.php?script=sci_arttext&pid=S0034-77442014000500029 . Access date: 2024 Mar. 20.
https://www.scielo.sa.cr/scielo.php?scri...
) identified the non-commercial fish capture in small-scale bottom long-line experimental sets in the Gorgona National Natural Park and its area of influence in the CPO.

Bycatch species in the tuna purse-seine fishery have gained importance from the ecosystem to the fishery management approach, as 66% of the CPO is under a marine protected area (MPA) category (RUNAP, 1983RUNAP (Registro Único Nacional de Áreas Protegidas)). 1983. Agreement 062, del 26 de noviembre de 1983.Por el cual se reserva, alinda y declara como parque Nacional Natural, un área ubicada en jurisdicción del Departamento del Cauca. Available from: Available from: https://runap.parquesnacionales.gov.co/area-protegida/93 . Access date: 2023 Apr. 20.
https://runap.parquesnacionales.gov.co/a...
; RUNAP, 1987RUNAP (Registro Único Nacional de Áreas Protegidas)). 1987. Agreement 052, del 17 octubre 1987. Por el cual se reserva, alinda y declara como Parque Nacional Natural un área unbicada en el Departamento del Chocó. Available from: Available from: https://www.parquesnacionales.gov.co/portal/wp-content/uploads/2014/06/ACUERDO-052-DE-1986-UTRIA.pdf . Access date: 2023 Apr. 20.
https://www.parquesnacionales.gov.co/por...
; CODECHOCO, 2014CODECHOCO (Regional Environmental Authority). 2014. Agreement 011. Declares the Integrated Regional Management District “Golfo de Tribugá- Cabo Corrientes”. Available from: Available from: https://runapadmin.parquesnacionales.gov.co/default/general/descargardocumento?did=1336#:~:text=establece%20el%20deber%20correlativo%20que,su%20recuperaci%C3%B3n%20y%20asegure%20su . Access date: 2023 Apr. 20.
https://runapadmin.parquesnacionales.gov...
; National natural Parks, 2017National Natural Parks. 2017. Resolution 2299. Declares the Integrated National Management District “Cabo Manglares, Bajo Mira y Frontera”. https://www.parquesnacionales.gov.co/portal/es/normatividad/marco-normativo-areas-protegidas/distrito-nacional-de-manejo-integrado-cabo-manglares-bajo-mira-y-frontera/. Access date: 2023 Apr. 20.
https://www.parquesnacionales.gov.co/por...
; CODECHOCO, 2017CODECHOCO (Regional Environmental Authority). 2017. Agreement 008. Declares the Integrated Regional Management District “Encanto de los Manglares del Bajo Baudó”. Available from: Available from: https://runap.parquesnacionales.gov.co/area-protegida/1247 . Access date: 2023 Apr. 20.
https://runap.parquesnacionales.gov.co/a...
; Minambiente, 2022aMinambiente ( Ministry Of Environment And Sustainable Development ). 2022a. Resolución nº 0669, del 28 de junio de 2022. Declares a new area of the Fauna and Flora Sanctuary Malpelo in the Colombian Pacific Ocean. Available from: Available from: https://www.minambiente.gov.co/wp-content/uploads/2022/07/Resolucion-0669-de-2022.pdf . Access date: 2023 Apr. 20.
https://www.minambiente.gov.co/wp-conten...
; 2022bMinambiente ( Ministry Of Environment And Sustainable Development ). 2022b. Resolución nº 0670, del 28 de junio de 2022. Declares a new area of the Integrated National Management District Yuruparí-Malpelo in the Colombian Pacific Ocean. Available from: Available from: https://www.minambiente.gov.co/documento-normativa/resolucion-0670-de-2022/ . Access date: 2023 Apr. 20.
https://www.minambiente.gov.co/documento...
; 2022cMinambiente ( Ministry Of Environment And Sustainable Development ). 2022c. Resolución º 0671, del 28 de junio de 2022. Declares a new area of the Integrated National Management District Colinas y Lomas del Pacifico Norte in the Colombian Pacific Ocean. Available from: Available from: https://www.minambiente.gov.co/wp-content/uploads/2022/07/Resolucion-0671-de-2022.pdf . Access date: 2023 Apr. 20.
https://www.minambiente.gov.co/wp-conten...
). These MPAs and fishery regulations, such as Resolution 1856 of 2004 (INCODER, 2004INCODER (Instituto Colombiano de Desarrollo Rural). 2004. Resolution 1856. Determines geographic areas in jurisdictional waters aiming to regulate, manage and surveillance marine fisheries resources to guarantee its integral and sustainable management. Not available on line. ), establish that approximately 77% of the CPO area has total or partial restrictions on tuna purse-seine fishery. Thus, knowledge of bycatch in the area is crucial under the current circumstances. This study aimed to describe bycatch information by listing the most comprehensive range of bycatch species to date, stating differences with regional studies, describing their spatial distribution, emphasizing a detailed analysis of elasmobranchs as one of the most vulnerable marine fish groups worldwide (Dulvy et al., 2014Dulvy, N. K., Fowler, S. L., Musick, J. A., Cavanagh, R. D., Kyne, P. K., Harrison, L. R., Carlson, J. K., Davidson, L. N. K., Fordham, S. V., Francis, M. P., Pollock, C. M., Simpfendorfer, C. A., Burgess, G. H., Carpenter, K. E., Compagno, L. J. V., Ebert, D. A., Gibson, C., Heupel, M. R., Livingstone, S. R., Sanciangco, J. C., Stevens, J. D., Valenti, S., & White, W. T. 2014. Extinction risk and conservation of the world’s sharks and rays. eLife, 3, e00590. DOI: https://doi.org/10.7554/eLife .00590
https://doi.org/https://doi.org/10.7554/...
), and providing bycatch management recommendations for this fishery in the CPO.

METHODS

Knowledge of bycatch in tuna purse-seine fishery in the CPO (Figure 1) was obtained by listing the bycatch species reported from 2000 to 2019 in different class-size vessels based on the IATTC vessel carrying capacity in metric tons (MT). This classification includes vessels of class 1: 0-45 MT; class 2: 46-91 MT; class 3: 92-181 MT; class 4: 182-272 MT; class 5: 273-363 MT; and class 6: >364 MT. Data sources are listed in Table 1.

Figure 1
Colombian Pacific Ocean (Exclusive Economic Zone, EEZ) and its location in South America. Colombian reference points from north to south include Cabo Corrientes (C), Malpelo Island (red triangle), Buenaventura (B), Gorgona Island (red circle), and Tumaco (T).

Table 1
Data sources for tuna purse-seine bycatch in the Colombian Pacific Ocean. Sources include the Inter-American Tropical Tuna Commission (IATTC), the Fisheries Observer Pilot Program (FOPP), the Colombian Fisheries Observer Program (CFOP) of the Colombian Aquaculture and Fisheries Authority (AUNAP for its acronym in Spanish), and AUNAP research information.

Elasmobranch bycatch data were used to conduct spatial analyses by vessel class and all fishing methods, i.e., Tuna Associated with Dolphins (DEL), Tuna not Associated (NoAs), Tuna Associated with Natural Floating Objects (NAT), and Tuna Associated with FADs. General and elasmobranch bycatch percentages were estimated using the following equation:

Bycatch percentage (%) = (Bycatch * 100)/ Total catch

In which total catch includes targeted and bycatch species data in tons per fishing set. Total bycatch and total elasmobranch bycatch are given in tons per fishing set.

A spatial analysis of bycatch was carried out using distribution maps created in R software version 4.2 (R Core Team, 2022R Core Team. 2022. R: A language and environment for statistical computing. R Foundation for Statistical Computing. Vienna, Austria. Available from: Available from: https://www.R-project.org/ . Access date: 2022 Apr. 22.
https://www.R-project.org/...
), using different libraries, such as cowplot (Wilke 2020Wilke, C. 2020. _cowplot: Streamlined Plot Theme and Plot Annotations for ‘ggplot2’_. R package version 1.1.1. Available from: Available from: https://CRAN.R-project.org/package=cowplot . Access date: 2022 Apr. 22.
https://CRAN.R-project.org/package=cowpl...
), ggplot2 (Wickham, 2016Wickham, H. 2016. ggplot2: Elegant graphics for data analysis. New York: Springer-Verlag.), ggpubr (Kassambara, 2020Kassambara, A. 2020. _ggpubr: ‘ggplot2’ Based Publication Ready Plots_. R package version 0.4.0. Available from: Available from: https://CRAN.R-project.org/package=ggpubr . Access date: 2022 Apr. 22.
https://CRAN.R-project.org/package=ggpub...
), ggrepel (Slowikowski, 2021Slowikowski, K. 2021. _ggrepel: Automatically Position Non-Overlapping Text Labels with ‘ggplot2’_. R package version 0.9.1. Available from: Available from: https://CRAN.R-project.org/package=ggrepel . Access date: 2022 Apr. 22.
https://CRAN.R-project.org/package=ggrep...
), ggspatial (Dunnington, 2021Dunnington, D. 2021. ggspatial: Spatial Data Framework for ggplot2_. R package version 1.1.5. Available from: Available from: https://cran.r-project.org/web/packages/ggspatial/index.html . Access date: 2022 Apr. 22.
https://cran.r-project.org/web/packages/...
), raster (Hijmans, 2022Hijmans, R. J. (Org.). 2022. _raster: Geographic Data Analysis and Modeling. R package version 3.5-15. Available from: Available from: https://CRAN.R-project.org/package=raster . Access date: 2022 Apr. 22.
https://CRAN.R-project.org/package=raste...
), rgdal (Bivand et al., 2022Bivand, R., Keitt, T. & Rowlingson, B. 2022. rgdal: Bindings for the ‘Geospatial’ Data Abstraction Library. R package version 1.5-32. Available from: Available from: https://CRAN.R-project.org/package=rgdal . Access date: 2022 Apr. 22.
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), sf (Pebesma, 2018Pebesma, E. 2018. Simple Features for R: Standardized Support for Spatial Vector Data. The R Journal, 10(1), 439-446. DOI: https://doi.org/10.32614/RJ-2018-009
https://doi.org/https://doi.org/10.32614...
), and tmaptools (Tennekes, 2021Tennekes, M. 2021. _tmaptools: Thematic Map Tools_. R package version 3.1-1. Available from: Available from: https://CRAN.R-project.org/package=tmaptools . Access date: 2022 Apr. 22.
https://CRAN.R-project.org/package=tmapt...
).

A specialized hotspot analysis focused on elasmobranch data was performed to identify spatial patterns of pronounced clustering for these species. This analysis aims to pinpoint statistically significant concentrations or depletions of species occurrences within specific geographical locations. Furthermore, it allows for an understanding of whether certain areas show discernible patterns of aggregation or dispersion of organisms beyond what could reasonably be attributed to chance (Schröter and Remme 2016Schröter, M. and Remme, R.P. 2016. Spatial prioritisation for conserving ecosystem services: comparing hotspots with heuristic optimisation. Landscape Ecology, 31, 431-450. DOI: https://doi.org/10.1007/s10980-015-0258-5
https://doi.org/https://doi.org/10.1007/...
; Li et al. 2017Li, Y., Zhang, L., Yan, J., Wang, P., Hu, N., Cheng, W., & Fu, B. 2017. Mapping the hotspots and coldspots of ecosystem services in conservation priority setting. Journal of Geographical Sciences, 27, 681-696. DOI: https://doi.org/10.1007/s11442-017-1400-x
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).

A prominent method for conducting hotspot analysis is facilitated by the Gi* statistic, originally formulated by Getis and Ord (1992Getis, A. and Ord, J. K. 1992. The analysis of spatial association by use of Distance Statistics. Geographical Analysis, 24(3), 189-206. DOI: https://doi.org/10.1111/j.1538-4632.1992.tb00261.x
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). This statistical approach is derived from a set of values associated with spatial units (points, lines, or polygons) and is used to assess whether attribute values of high or low magnitude manifest as clustered entities or are randomly distributed. The Gi* computation produces a z-score with an associated p-value. The z-score acts as a metric to quantify the amount by which the data point value deviates from the mean value of its neighboring data points. It reveals whether a specific geographical location has a significantly higher or lower value when compared to its surrounding locations. A positive z-score indicates a hotspot (a value higher than anticipated), a negative z-score indicates a coldspot (a value lower than anticipated), and a z-score close to zero denotes a lack of significant clustering (Manepalli; Bham & Kandada, 2011Manepalli, U. R., Bham, G. H., & Kandada, S. 2011. Evaluation of hotspots identification using kernel density estimation (K) and Getis-Ord (Gi*) on I-630. In: International Conference on Road Safety and Simulation (3rd ed.). Available from: Available from: https://onlinepubs.trb.org/onlinepubs/conferences/2011/RSS/2/Manepalli,UR.pdf . Access date: 2023 Apr. 20.
https://onlinepubs.trb.org/onlinepubs/co...
; Boubekraoui et al., 2023Boubekraoui, H., Maouni, Y., Ghallab, A., Draoui, M., & Maouni, A. 2023. Spatio-Temporal Analysis and Identification of Deforestation Hotspots in the Moroccan Western Rif. Trees, Forests and People, 12, 100388. DOI: https://doi.org/10.1016/j.tfp.2023.100388
https://doi.org/https://doi.org/10.1016/...
).

The specialized elasmobranch hotspot analysis procedure involved three primary steps: 1) Cell size optimization; 2) Delineation and characterization of clustered zones; and 3) Hotspot refinement. The first step is very important to determine the most appropriate cell size for hotspot detection, as excessively small or large cells may result in underestimation or overestimation of areas of significant clustering. Such discrepancies can subsequently lead to an inflation of false negative or false positive rates, a circumstance to be avoided for effective natural resource management. To address this issue, cell size optimization was conducted iteratively, spanning the study area from 1 x 1 km to 300 x 300 km. This involved generating z-scores and p-values for each iteration. Ultimately, a cell size of 10 x 10 km was determined to maximize z-scores while minimizing p-values. Consequently, this dimension was the optimal choice for performing the final hotspot analysis. The data used for cell size optimization and final hotspot identification included the cumulative number of elasmobranch specimens captured from 2000 to 2019 within each cell. The second step was delineating and characterizing the clustered zones, starting with the creation of a 10 x 10 km grid covering the entire study area. The number of statistically significant hotspots and coldspots was determined using a neighborhood-based approach, in which focal units (cells) were juxtaposed with their neighbors within a predetermined radius or distance. Lastly, the third step of hotspot refinement consisted of omitting all coldspots and hotspots characterized by a statistical confidence level below 95% within the study area. Consequently, only those hotspots with a statistical confidence of 95% or higher were recognized as candidates for higher elasmobranch occurrence. The entire suite of procedures was performed using ArcGIS Pro.

RESULTS

BYCATCH SPECIES IN THE TUNA PURSE-SEINE FISHERY IN THE CPO

Fifty-nine bycatch species were identified in the CPO, including 27 teleost fish, 22 elasmobranchs (16 sharks and six mantas and rays), four sea turtles, two mollusks (one squid and one paper nautilus), and four marine mammals (dolphins) (Table S1). The largest bycatch fish species reported were Mobula spp., Mola mola, Rhincodon typus, and seven species of Billfish. Medium size bycatch included Acanthocybium solandri, Caranx sexfasciatus, Coryphaena spp., and Decapterus macarellus. Smaller bycatch included Balistes polylepis, Canthidermis maculata, Elagatis bipinnulata, Kyphosus spp., Lobotes pacifica, Naucrates ductor, and others. Regardless of size, some bycatch species are of commercial interest, while others may be discarded or used as part of the crew’s diet, among other uses.

No differences in bycatch species composition were found between medium (classes 2, 3, and 4) and large vessels (classes 5 and 6). Sea turtles and dolphins were considered bycatch, but were mainly released alive, and squid were occasionally caught. Figure 2 shows some bycatch species.

Figure 2
Some bycatch species captured in the tuna purse-seine fishery in the Colombian Pacific Ocean (CPO). A. Balistes polylepis, B. Coryphaena equiselis, C. Canthidermis maculata, D. Lobotes pacifica, E. Kyphosus elegans, F. Kyphosus ocyurus. G. Dosidicus gigas, H. Lepidochelys olivacea, and I. Argonauta sp. (without shell). Photographs: E. A. Angulo ©, CFOP.

PERCENTAGE OF BYCATCH

A total of 26,625 fishing sets with bycatch records were obtained during 3,640 fishing trips in all vessel classes, with information available across the CPO. No class 1 vessels were recorded in this study. The total catch weight for target catch and bycatch was recorded for 451 fishing sets, with 20.8% of the total bycatch coming from large class vessels (5 and 6). Conversely, small and medium class vessels (2, 3, and 4) had lower bycatch, with 1,529 fishing sets analyzed, of which 1.6% corresponded to bycatch. Thus, small-medium and large vessel classes have a high difference in bycatch percentage. The discard rate of small tuna was 7.2% for small and medium class vessels, and the rate of elasmobranch bycatch was lower, less than 5% in all cases (Table 2).

Table 2
Catch and bycatch in tons and percentage in class 2, 3, and 4 vessels (data source: Fisheries Observer Pilot Program - FOPP), and class 5 and 6 tuna purse-seine vessels (data source: Inter-American Tropical Tuna Commission IATTC) in the Colombian Pacific Ocean.

The percentage of teleost bycatch by fishing method showed that FAD sets captured most of the bycatch (80%). The most common species caught with FADs included Coryphaena spp. (83.2%), A. solandri (89%), E. bipinnulata (79.6%), and several fish groups, including Triggerfish (85.2%), Chubs (88.4%), Jacks and Mackerels (81.6%), and in a lower percentage, Billfish (57.3%). No teleost bycatch was reported for class 2 vessels, while the percentage of bycatch by class 3, 4, and 5 vessels remained low (Table 3). Only class 6 vessels had high teleost bycatch percentages, ranging from 77 to 88%.

Table 3
Teleost bycatch percentage (%) in tuna purse-seine fishery in the Colombian Pacific Ocean by fishing method and vessel class (IATTC categories). Fishing methods include DEL = Tuna Associated with Dolphins, NAT = Tuna under Natural Floating Objects, NoAs = Tuna Not Associated (school sets), and FADs = Fish Aggregating Devices. Sources: IATTC, FOPP, and CFOP.

SPATIAL ANALYSIS OF TELEOST FISH BYCATCH SPECIES

The most commonly captured large pelagic bycatch species among bony fish were Billfish (Istiompax indica, Istiophorus platypterus, Kajikia audax, Makaira nigricans, Tetrapturus angustirostris, and Xiphias gladius). Among medium-sized species, the most commonly caught were Mahi-Mahi (Coryphaena spp.) and Wahoo (A. solandri). Smaller fish such as Cortez Sea Chub (Kyphosus elagans), Blue Striped Chub (Kyphosus ocyurus), Rainbow Runner (E. bipinnulata), Unicorn Leatherjacket Filefish (Aluterus monoceros), and Pacific Tripletail (L. pacifica), were reported in lower percentages of bycatch. Conversely, other smaller fish, such as the Spotted Oceanic Triggerfish (C. maculata), Bigeye Trevally (C. sexfasciatus), and Mackerel Scad (D. macarellus), were recorded in higher percentages. Figure 3 shows the bycatch percentages of the main teleost species and fish groups. In addition, Figure 4 shows a spatial analysis of bycatch in the CPO, in which overlapping fishing sets (black dots) represent multiple occurrences of a species in the same location (Figure 4).

Figure 3
Teleost bycatch percentage of the main species and fish groups caught in tuna purse-seine fishery in the Colombian Pacific Ocean.

Figure 4
Spatial distribution of the main teleost fish bycatch in tuna purse-seine fishery in the Colombian Pacific Ocean from 2000 to 2019. A. Tripletail; B. Mahi-Mahi; C. Jacks-Mackerels; D. Wahoo; E. Rainbow runners; F. Chubs; G. Triggerfish; and H. Billfish. Colombian reference sites from north to south include Cabo Corrientes (C), Malpelo Island (red triangle), Buenaventura (B), Gorgona Island (red circle), and Tumaco (T). Gray dots indicate georeferenced fishing sets with the presence of the species. Black dots indicate overlapping fishing sets.

The spatial analysis (Figure 4) showed that some bycatch was caught mainly in the Colombian border with Ecuador up to 4° N from east to west. This trend was observed for the Tripletail fish (Figure 4A), Jacks and Mackerels (Figure 4C), Wahoo (Figure 4D), Rainbow Runner (Figure 4E), and Chubs (Figure 4F). Other species, such as Mahi-Mahi (Figure 4B), Triggerfish (Figure 4G), and Billfish (Figure 4H), were captured throughout the CPO, from north to south and from east to west, except in an area between 4° and 5° N and between 79° and 80° W. In coastal areas, Mahi-Mahi and Billfish were captured to the north. The Rainbow Runner and Triggerfish had low catch rates; other species had a low or null catch rate . The Shortbill Spearfish T. angustirostris was recorded only once and had not been previously reported in the CPO.

DESCRIPTIVE AND SPATIAL ANALYSES OF ELASMOBRANCH BYCATCH

The overall elasmobranch bycatch percentage recorded in the CPO during the study period (Figure 5) confirmed that the Silky shark Carcharhinus falciformis was the elasmobranch bycatch species most commonly captured with FADs and, to a lesser extent, with other fishing methods. Thresher sharks Alopias spp. were also common bycatch with FADs and DEL. Other Carcharhinus species were caught less frequently with all or specific fishing methods, but were sometimes captured with FADs, DEL, and NoAs. Hammerhead sharks Sphyrna spp. were caught frequently, but in lower numbers. Mantas were mainly captured with FADs and NoAs, while the pelagic ray Pteroplatytrygon violacea was caught mainly with DEL. Four shark species (Alopias vulpinus, Carcharhinus brachyurus, Carcharhinus longimanus, and Rhizoprionodon longurio) were reported only once during the 20-year study period (Table S2).

Figure 5
Elasmobranch bycatch percentages of the main species and genus caught in tuna purse-seine fishery in the Colombian Pacific Ocean.

Class 3 vessels reported catches from the Buenaventura Bay to the western border and south to the Ecuadorian border (Figure 6A). Class 4 vessels reported elasmobranch bycatch throughout the CPO (Figure 6B), and little bycatch was reported by class 5 vessels (Figure 6C). Elasmobranchs were captured mainly by class 6 vessels throughout the CPO (Figure 6D).

Figure 6
Spatial analysis of elasmobranch purse-seine bycatch in the Colombian Pacific Ocean by vessel class from 2000 to 2019. A. Class 3; B. Class 4; C. Class 5; and D. Class 6. Colombian reference sites from north to south include Cabo Corrientes (C), Malpelo Island (red triangle), Buenaventura (B), Gorgona Island (red circle), and Tumaco (T). Gray dots indicate georeferenced fishing sets with the presence of elasmobranchs. Black dots indicate overlapping fishing sets.

Spatial analysis of elasmobranchs by fishing method showed that DEL and FAD sets were the most common fishing methods with elasmobranch bycatch throughout the CPO (Figure 7A, 7D). DEL sets were mainly distributed in coastal areas and the northwestern upper edge of the CPO (Figure 7A). NAT sets were distributed randomly (Figure 7B), and NoA sets were distributed randomly offshore, but more frequent towards the coast from north to south (Figure 7C). FAD sets captured elasmobranchs across the CPO, except in an area off Cabo Corrientes (Figure 7D).

Figure 7
Spatial analysis of elasmobranch purse-seine bycatch in the Colombian Pacific Ocean by fishing method from 2000 to 2019. A. Tuna Associated with Dolphins (DEL); B. Tuna under Natural Floating Objects (NAT); C. Tuna not Associated (NoAs); and D. Fish Aggregating Devices (FAD). Colombian reference sites from north to south include Cabo Corrientes (C), Malpelo Island (red triangle), Buenaventura (B), Gorgona Island (red circle), and Tumaco (T). Grey dots indicate georeferenced fishing sets with the presence of elasmobranchs. Black dots indicate overlapping fishing sets.

Figure 8A shows the spatial elasmobranch bycatch rates (number of elasmobranchs per set). In this figure, the main cells are highlighted for visual purposes, and cell frames do not correspond to the specimens found in each cell. The highest spatial elasmobranch bycatch rates (number of elasmobranchs per set) showed 17 cells around 4° N and 83° W near Malpelo Island, and at 2° N and 81-82° W, an area around 2-3° N and 80-81° W, other zones towards the coast, north of Cabo Corrientes, off Buenaventura Bay and west of Gorgona Island.

Figure 8
A. Higher spatial elasmobranch bycatch rates by number of elasmobranchs per set in the Colombian Pacific Ocean from 2000 to 2019. The main cells were frame-highlighted for visual purposes. B. Hotspot analysis of elasmobranch occurrence per cell area at 95% and 99% statistical significance. Colombian reference sites from north to south include Cabo Corrientes (C), Malpelo Island (red triangle), Buenaventura (B), Gorgona Island (red circle), and Tumaco (T).

The statistical hotspot analysis (Figure 8B) identified 22 significant spatial hotspots for elasmobranchs, 15 at 99% statistical confidence and seven at 95%. Three hotspots were identified towards the coast around Buenaventura Bay, eight in an area at 1-2° N and 80-84° W in the southern CPO, and six from 2-3° N to 81-84° W. Other four hotspots were found at 3-4° N and 80-81° W, and another at 4° N and 83° W.

DISCUSSION

Tuna purse-seine bycatch species were identified for Colombia’s Exclusive Economic Zone (EEZ) in the Pacific Ocean in a 20-year timeframe from 2000 to 2019 and had not been analyzed before. In general, bycatch was low in terms of weight for all vessel sizes. Small and medium vessels had lower bycatch than larger vessels, and fewer bycatch species were reported in the CPO than in the EPO (Hall and Roman, 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.). However, larger vessels had higher bycatch (20.8%) in the CPO than in the EPO (9.6%) for the most commonly used fishing methods, i.e., DEL, FADs, and NoAs (Hall and Roman, 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.).

Bycatch rates may be higher in the EEZs of tropical countries due to physicochemical and biological conditions or oceanographic conditions that affect capture in the CPO and international waters of the EPO, which may reflect differences in bycatch rates between the two areas. For instance, temperature and chlorophyll appear to be the best predictors to describe the diversity of target species and bycatch assemblages in the EPO (Lezama-Ochoa et al., 2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
; Salazar et al., 2021Salazar, J. E., Benavides, I. F., Cabrera, C. V. P., Guzmán, A. I., & Selvaraj, J. J. 2021. Generalized additive models with delayed effects and spatial autocorrelation patterns to improve the spatiotemporal prediction of the skipjack (Katsuwonus pelamis) distribution in the Colombian Pacific Ocean. Regional Studies in Marine Science, 45, 101829. DOI: https://doi.org/10.1016/j.rsma.2021.101829
https://doi.org/https://doi.org/10.1016/...
). Conversely, the CPO is a typical tropical ocean with no influence of the Humboldt Current and only a few small upwelling events throughout the year (Pineda, 1995Pineda Devia, A. R. 1995. Condiciones hidrológicas en la cuenca del Pacífico colombiano. Boletín Científico Centro de Control de Contaminación del Pacifico CCCP, 5, 73-97. Ailable from: Ailable from: https://pdfs.semanticscholar.org/7989/593d588aee039f16bd51901949386bf54497.pdf . Access date: 2024 Mar. 20.
https://pdfs.semanticscholar.org/7989/59...
; Villegas Bolaños, 1997aVillegas Bolaños, N. L. 1997a. Estudio del movimiento de las aguas en la región este de la cuenca del Pacífico colombiano. Boletín Científico Centro de Control de Contaminación del Pacifico CCCP , 6, 71-80. DOI: http://dx.doi.org/https://doi.org/10.26640/01213423.6.71_80
https://doi.org/http://dx.doi.org/https:...
; 1997bVillegas Bolaños, N. L. 1997b. Movimiento vertical de las aguas en el Pacífico colombiano durante junio y octubre de 1996. Boletín Científico del Centro de Control de Contaminación del Pacífico - CCCP 6, 81-93. Available from: Available from: https://ojs.dimar.mil.co/index.php/CCCP/article/view/327 . Access date: 2024 Mar. 21.
https://ojs.dimar.mil.co/index.php/CCCP/...
; 2003Villegas Bolaños, N. L. 2003. Evolución mensual de las corrientes verticales y zonas de surgencia en la cuenca del Pacífico colombiano - CPC. Boletín Científico del Centro de Control de Contaminación del Pacífico - CCCP , 9, 34-44. DOI: http://dx.doi.org/https://doi.org/10.26640/01213423.9.29_36
https://doi.org/http://dx.doi.org/https:...
) that bring cold water and high productivity to tropical areas.

BYCATCH SPECIES

Although Jiménez et al. (2012Jiménez, S. I., Guagua, W., Maldonado, L. F. & Puentes, V. 2012. Capítulo VI: Caracterización preliminar de la captura incidental de la flota atunera mediana y pequeña que opera en aguas jurisdiccionales colombianas. In: Puentes, V., Moncaleano, A. (eds.). Sistema de Gestión Regional para el Uso Sostenible de los Recursos Pesqueros del Corredor Marino del Pacífico Este Tropical (CMAR). Resultados de Gestión en Colombia (pp. 133-152). Bogotá: CMAR.) described the main bycatch species for medium-sized tuna purse-seine vessels in the CPO, the current study included a longer time period and all vessel sizes with bycatch records, revealing a broader list of bycatch species for the CPO. The 59 bycatch species reported here were captured with all fishing methods. However, FADs had the highest number of bycatch species. This tendency for more bycatch species to be captured with FADs has been reported in the EPO and the eastern Atlantic Ocean. In the first area, 68 bycatch species were captured with FADs compared to 56 caught with NoAs (Lezama-Ochoa et al., 2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
), and in the second area 87 bycatch species were captured with FADs compared to 61 caught with NoAs (Torres-Irineo et al., 2014Torres-Irineo, E., Amandèe, M. J., Gaertner, D., de Molina, A. D., Murua, H., Chavance, P., Ariz, J., Ruiz, J. & Lezama-Ochoa, N. 2014. Bycatch species composition over time by tuna purse seine fishery in the eastern tropical Atlantic Ocean. Biodiversity and Conservation, 23, 1157-1173. DOI: https://doi.org/10.1007/s10531-014-0655-0
https://doi.org/https://doi.org/10.1007/...
).

Lezama-Ochoa et al. (2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
) reported several species across the EPO that were not found for the CPO in the current study, even though they have been reported in Colombian Pacific waters (e.g., Caranx caballus, Selar crumenophthalmus, Exocoetus volitans, Urapsis helvola, Sphyraena spp.) (Robertson and Allen, 2015Robertson, D. R. and Allen, G.R. 2015. Shore fishes of the Tropical Eastern Pacific: online information system. Version 2.0 Smithsonian Tropical Research Institute, Balboa, Panamá. Available from: Available from: https://biogeodb.stri.si.edu/sftep/en/pages . Access date: 2024 Mar. 20.
https://biogeodb.stri.si.edu/sftep/en/pa...
). Tarectes rubescens is a rare species in the CPO in deep waters (Puentes et al., 2001Puentes, V., Rubio, E. A., & Zapata, L. A. 2001. Primer registro del género Tarectes (Pisces: Bramidae) en el Océano Pacifico colombiano. Boletín de Investigaciones Marinas y Costeras, 30, 207-212. Available from: Available from: http://hdl.handle.net/1834/3192 . Access date: 2024 Mar. 20.
http://hdl.handle.net/1834/3192...
), but has been reported as bycatch in the EPO. Differences in bycatch between these two areas may be due to observers not reporting the species, misidentifying them, or simply not catching them with tuna purse-seine fishing methods in the CPO. Lobotes pacifica has been reported in the CPO, and Lobotes cf. surinamensis has been recorded in the EPO. However, molecular differences are clear and these species are well separated (Tavera et al., 2012Tavera, J. J, Acero, A., Balart, E. F., & Bernardi, G. 2012. Molecular phylogeny of grunts (Teleostei, Haemulidae), with an emphasis on the ecology, evolution, and speciation history of New World species. BMC evolutionary biology, 12, 57. DOI: https://doi.org/10.1186/1471-2148-12-57
https://doi.org/https://doi.org/10.1186/...
); the former inhabits the Pacific Ocean and the latter inhabits the Atlantic Ocean, with no evidence of ocean translocation. Therefore, the species reported as bycatch in the CPO and EPO is L. pacifica.

The spatial analyses showed that A. solandri, E. bipinnulata, L. pacifica, C. sexfasciatus, and N. ductor were the most common teleost bycatch species captured across the CPO, from the Ecuadorian border to 4° N. Conversely, species captured throughout the CPO include Coryphaena spp., Kyphosus spp., Billfish, and Triggerfish. These catch patterns may be influenced by fishing methods, species migration patterns, prey availability in certain areas and times, and productivity patterns related not only to upwelling events, but also to the influence of larger rivers flowing into the CPO in the central-southern Colombian Pacific coast (Cantera and Contreras, 1993Cantera, J. R. and Contreras, R. 1993. Ecosistemas Costeros. In: Colombia Pacífico Tomo I (pp. X-X). Bogotá: Fondo para la Protección del Medio Ambiente “José Celestino Mutis”, FEN.; Díaz, 2002Díaz, J. M. 2002. Golfos y bahías de Colombia. Libros de la colección ecológica del Banco de Occidente [online]. Available from: Available from: www.imeditores.com/banocc/golfos . Access date: 2022 Jun. 9.
www.imeditores.com/banocc/golfos...
).

Four marine mammal bycatch species were reported, specifically four different dolphin species (Delphinus delphis, Stenella attenuata, Stenella longirostris, and Steno bredanensis). These animals must be released alive according to the protocols established by the IATTC (Resolution C-07-03-IATTC) and the International Dolphin Conservation Program (AIDCP). Four sea turtle species (Caretta caretta, Chelonia mydas, Eretmochelis imbricata, and Lepidochelys olivacea) were also registered, with no record of Dermochelys coriacea, which has not been reported in the CPO since 1999 (Ramirez-Gallego and Barrientos-Muñóz, 2015Ramirez-Gallego, C. and Barrientos-Muñoz, K. 2015. Caná (Dermochelys coriacea). In: Morales-Betancourt, M., Lasso, C. A., Paez, V. & Bock, B. (Eds.) Libro Rojo de Reptiles de Colombia (pp. 122-126). Bogotá: Instituto de Investigaciones de Recursos Biológicos - IAVH, Universidad de Antioquia.; Rivera-Gomez et al., 2016Rivera-Gómez, M., Calle-Bonilla, I. C., Cuéllar-Chacón, A., Paredes-Mina, F., & Giraldo-López, A. 2016.Registro de la tortuga caná (Dermochelys coriácea) en el Parque Nacional Natural Gorgona, Pacífico Colombiano. Biota Colombiana, 17(2), 163-166. DOI: https://doi.org/https://dx.doi.org/10.21068/c2016.%20v17n02a11
https://doi.org/https://doi.org/https://...
). Regarding mollusks, Dosidicus gigas was reported as seasonal bycatch, and a malacologist expert (J. Guerrero-Kommritz, Pers. Comm.) identified Argonauta sp. based on photographs (e.g., Figure 2I), a possible new report for Colombian marine biodiversity.

BYCATCH BY VESSEL SIZE AND FISHING METHOD

Differences in bycatch were detected according to vessel class, with small vessels expected to obtain less bycatch than medium or large vessels. Indeed, classes 3 to 6 had the highest bycatch reports, with most records found in class 6 vessels. However, class 5 vessels reported less bycatch due to their low presence in the CPO (Figure 6C).

Regarding the fishing method, this study showed that FADs had the highest bycatch species rate. Coryphaena spp., D. macarellus, L. pacifica, Seriola spp., and Triggerfish were mainly captured under or around floating objects (NAT and mostly FADs), while Billfish were caught mostly with DEL. In the EPO, bycatch species can be captured with all fishing methods (e.g., Silky shark), while other species may vary depending on the fishing method (Hall and Roman, 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.). Lezama-Ochoa et al. (2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
) reported that Coryphaena spp. was the species most commonly caught with FADs, while C. sexfasciatus was the species most commonly captured with NoAs. Mobula spp. and Billfish were primarily caught with DEL, but Coryphaena spp. and A. solandri were rarely caught with this fishing method. Billfish were absent in FAD and NAT sets. In the western Indian Ocean, FADs had the highest bycatch, with A. solandri, C. maculata, Coryphaena spp., E. bipinnulata, and sharks being the main bycatch species (Taquet et al., 2007Taquet, M., Sancho, G., Dagorn, L., Gaertner, J. C., Itano, D., Aumerruddy, R., Wendling, B., & Peignon, C. 2007. Characterizing fish communities associated with drifting fish aggregating devices (FADs) in the Western Indian Ocean using underwater visual surveys. Aquatic Living Resources, 20(4), 331-341. DOI: http://dx.doi.org/10.1051/alr:2008007
https://doi.org/http://dx.doi.org/10.105...
). The reasons why some species are captured more frequently with a particular fishing method than others may be related to their behavior and other factors influencing their occurrence at a certain time and in a particular area. For instance, the association of tuna and dolphins with DEL sets are observed mainly in the EPO, and several unverified hypotheses suggest that it may occur due to feeding, protection, resting, or other reasons (Ballance; Pitman & Fiedler, 2006Ballance, L. T., Pitman, R. L. & Fiedler, P. C. 2006. Oceanographic influences on seabirds and cetaceans of the eastern tropical Pacific: A review. Progress in Oceanography, 69(2-4), 360-390. DOI: https://doi.org/10.1016/j.pocean.2006.03.013
https://doi.org/https://doi.org/10.1016/...
; Scott et al., 2012Scott, M. D., Chivers, S. J., Olson, R. J., Fiedler, P. C., & Holland, K. 2012. Pelagic predator associations: tuna and dolphins in the eastern tropical Pacific Ocean. Marine Ecology Progress Series, 458, 283-302. DOI: https://doi.org/10.3354/meps09740
https://doi.org/https://doi.org/10.3354/...
).

Regardless, among the different fishing methods used in tuna purse-seine fishery in the CPO, FADs have been identified as the most used and effective (Puentes et al., 2022aPuentes, V., Hernández, H., Ardila, N., Muñoz, S. E., Bustamante, C. C., Zambrano, E., Jiménez, S. I., Hernández, S., Altamar, J., Murillo, J., Barreto, C. G., Rueda, M., & Benavides, I. F. 2022a. Descriptive and Spatiotemporal Analysis of the Tuna Purse Seine Fishery in the Colombian Pacific Ocean. International Journal of Biological and Natural Sciences, 2(5), 1-21. doi: 10.22533/at.ed.813252220075
https://doi.org/10.22533/at.ed.813252220...
), with technology that allows for the estimation of fish biomass even from long distances (Orue et al., 2019Orue, B., Lopez, J., Moreno, G., Santiago, J., Soto, M. & Murua, H. 2019. Aggregation process of drifting fish aggregating devices (DFADs) in the Western Indian Ocean: Who arrives first, tuna or non-tuna species? PLoS ONE , 14(1), e0210435. DOI: https://doi.org/10.1371/journal.pone.0210435
https://doi.org/https://doi.org/10.1371/...
). In addition, many vessel captains believe that using different types of “bait” in FADs promotes faster aggregation under these devices, fostering their use in the region. However, no studies support this theory. Hall and Román (2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.) reported the use of attractants (“bait containers”) attached to the FADs in the EPO, describing them as being used “to attract tuna.” Jiménez et al. (2012Jiménez, S. I., Guagua, W., Maldonado, L. F. & Puentes, V. 2012. Capítulo VI: Caracterización preliminar de la captura incidental de la flota atunera mediana y pequeña que opera en aguas jurisdiccionales colombianas. In: Puentes, V., Moncaleano, A. (eds.). Sistema de Gestión Regional para el Uso Sostenible de los Recursos Pesqueros del Corredor Marino del Pacífico Este Tropical (CMAR). Resultados de Gestión en Colombia (pp. 133-152). Bogotá: CMAR.) described “bait containers” as one of the components of the FADs used in medium fleets in the CPO. These containers have small holes and are filled with pieces of non-commercial bycatch. In the CPO, and according to our data, the CFOP reported an additional “bait bag” filled with pork skin due to its slow decomposition rate and attached to a FAD deployed in a new area or for the first time with the bait container (Figure 9). If the bait induces faster fish aggregation, it increases the fishing effort on FADs, with vessels visiting the same FAD several times on the same fishing trip once fish aggregation is confirmed.

Figure 9
Drifting fish aggregating device (FAD) deployed in the Colombian Pacific Ocean. The yellow oval shows a blue submerged “bait container,” and the red arrow shows an additional “bait bag.” Photo: E. A. Angulo ©, CFOP.

The percentage of Elasmobranch bycatch was low in the CPO (4.8% for sharks and 0.03% for rays), but higher than that reported in other areas worldwide. For instance, Restrepo et al. (2017Restrepo, V., Dagorn, L., Itano, D., Justel-Rubio, A., Forget, F. & Moreno, G. 2017. A Summary of bycatch issues and ISSF mitigation initiatives to-date in purse seine fisheries, with emphasis on FADs. ISSF Technical Report 2017-06. Washington, D.C.: International Seafood Sustainability Foundation.) reported elasmobranch bycatch of less than 0.5% of the weight of bycatch in the tropical tuna purse-seine fishery across the Atlantic, Indian, and Pacific oceans. These differences may be related to elasmobranch migration routes, which occur specifically in the EPO between oceanic islands and seamounts (e.g., Nalesso et al., 2019Nalesso, E., Hearn, A., Sosa-Nishizaki, O., Steiner, T., Antoniou, A., Reid, A., Bessudo, S., Soler, G., Klimley, A. P., Lara, F., Ketchum, J. T., & Arauz R. 2019. Movements of scalloped hammerhead sharks (Sphyrna lewini) at Cocos Island, Costa Rica and between oceanic islands in the Eastern Tropical Pacific. PLoS ONE, 14(3), e0213741. DOI: https://doi.org/10.1371/journal.pone.0213741
https://doi.org/https://doi.org/10.1371/...
; Lara-Lizardi et al., 2020Lara-Lizardi, F., Hoyos-Padilla, M., Hearn, A., Klimley, P., Galván-Magaña, F., Arauz, R., Bessudo, S., Castro, E., Clua, E., Espinoza, E., Fischer, C., Peñaherrera-Palma, C., Steiner, T. & Ketchum, J. T. 2020. Shark movements in the Revillagigedo Archipelago 2 and connectivity with the Eastern Tropical Pacific. bioRxiv, preprint. DOI: https://doi.org/10.1101/2020.03.02.972844
https://doi.org/https://doi.org/10.1101/...
), while the CPO appears to be important for sharks in reproductive (e.g., Quintanilla et al., 2015Quintanilla, S., Gómez, A., Mariño-Ramírez, C., Sorzano, C., Bessudo, S., Soler, G., Bernal, J. E., & Caballero, S. 2015. Conservation Genetics of the Scalloped Hammerhead Shark in the Pacific Coast of Colombia. Journal of Heredity, 106(1), 448-458. DOI: https://doi.org/10.1093/jhered/esv050
https://doi.org/https://doi.org/10.1093/...
) and feeding areas (represented for several potential prey items; e.g., Vélez et al., 2019), increasing their abundance in the CPO.

Elasmobranch data reported large specimens of Alopias spp. and juvenile Silky sharks C. falciformis. The scalloped hammerhead shark Sphyrna lewini was frequent, with large and few specimens, and Mobula spp. was rare. These findings are partially consistent with those reported for the EPO, where shark species such as C. falciformis (75-85%), C. longimanus (4-10%), and S. lewini (1-4%) were recorded as bycatch (Hall and Román, 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.). Similarly, Restrepo et al. (2017Restrepo, V., Dagorn, L., Itano, D., Justel-Rubio, A., Forget, F. & Moreno, G. 2017. A Summary of bycatch issues and ISSF mitigation initiatives to-date in purse seine fisheries, with emphasis on FADs. ISSF Technical Report 2017-06. Washington, D.C.: International Seafood Sustainability Foundation.) reported C. falciformis and C. longimanus as the main shark bycatch in the EPO. Therefore, Resolution C-21-06 (IATTC, 2021bIATTC (Inter-American Tropical Tuna Comission). 2021b. Resolution C-21-06. Amendment to Resolution C-19-05. Conservation Measures for Shark Species, with Special Emphasis on the Silky Shark (Carcharhinus falciformis), for the years 2022 And 2023. 98th Meeting, 18-22 October 2021. Available from: Available from: https://www.iattc.org/getattachment/1a67519e-f11c-44d5-ab05-6b0b67418068/C-21-06-Active_Silky-sharks.pdf . Access date: 2022 Apr. 22.
https://www.iattc.org/getattachment/1a67...
) should be strictly enforced to release elasmobranchs alive and avoid areas recognized as having high shark presence whenever possible (see Figure 8B).

The Common Tresher Shark A. vulpinus and the Shortbill Spearfish T. angustirostris were reported by observers in this study. Although they have been previously reported in bycatch assemblages in Fish Aggregating Devices (FADs) and School Sets in the EPO (Lezama-Ochoa et al., 2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
), photographic evidence or vouchered specimens are needed to properly confirm the presence of these two species in the CPO. Other species reported in this area (e.g., Carcharhinus altimus, Carcharhinus plumbeus, Isurus oxyrynchus, Isurus paucus, and Sphyrna media) were not included in this study due to their coastal demersal and subtropical distribution associated with islands (e.g., Galapagos Islands) or due to the fact that they are common in tuna long-line fishery but not in tuna purse-seine fishery (Bonanomi et al., 2017Bonanomi, M., Brčić’, J., Colombelli, A., Notti, E., Pulcinella, J. & Sala, A. 2017. Fisheries Bycatch of Chondrichthyes - Multidisciplinary Approach. InTech.-DOI: http://dx.doi.org/10.5772/intechopen.69334
https://doi.org/http://dx.doi.org/10.577...
; Compagno, 1984Compagno, L. 1984. FAO Species catalogue Vol. 4. Sharks of the world. An annotated and illustrated catalogue of sharks species known to date. Part 1 - Hexanchiformes to Lamniformes. FAO Fisheries Synopsis. Food and Agriculture Organization of the United Nations, 125(4, Part 1).; Grove and Lavenberg, 1997Grove, J. S. and Lavenberg, R. J. 1997. The fishes of the Galápagos Islands. Stanford: Stanford University Press.; Hall and Roman 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.; Lezama-Ochoa et al., 2017Lezama-Ochoa, N., Murua, H., Hall, M., Román, M., Ruiz, J., Vogel, N., Caballero, A. & Sancristobal, I.. 2017. Biodiversity and habitat characteristics of the bycatch assemblages in Fish Aggregating Devices (FADs) and school sets in the Eastern Pacific Ocean. Frontiers in Marine Science, 4, 265. DOI: https://doi.org/10.3389/fmars.2017.00265
https://doi.org/https://doi.org/10.3389/...
).

Elasmobranch bycatch was common throughout the CPO for all fishing methods and vessel sizes. However, species such as Alopias spp., C. falciformis, Carcharhinus limbatus, Carcharhinus obscurus, and R. longurio were more commonly caught with FADs and rarely caught with other fishing methods. Devil and pelagic rays were more commonly caught with DEL and NoAs. Similarly, in the western Indian Ocean, the highest elasmobranch bycatch was recorded for FADs (>40%) compared to NoAs (<17%), varying by species (Clavareau et al., 2020Clavareau, L., Sabarros, P. S., Escalle, L., Bach, P., Abascal, F. J., Lopez, J., Murua, H., Pascual Alayon, P. J., Ramos, M. L., Ruiz, J. & Mérigot, B. 2020. Elasmobranch bycatch distributions and mortality: insights from the European tropical tuna purse-seine fishery. Global Ecology and Conservation, 24, e01211. DOI: https://doi.org/10.1016/j.gecco.2020.e01211
https://doi.org/https://doi.org/10.1016/...
).

The highest spatial elasmobranch bycatch rates indicate the sites where most of these fish were captured (Figure 8A), and these were confirmed by the hotspot analysis in most areas with higher bycatch occurrence (Figure 8B). Although counting high numbers of bycatch specimens by a single observer in a set can be difficult, and observers may tend to make estimates, areas of higher elasmobranch bycatch occurrence were identified in the CPO. Higher occurrences in these places may be due to the reasons mentioned above, i.e., fishing methods, prey availability, migration routes, and high productivity areas, among others (Cantera and Contreras, 1993Cantera, J. R. and Contreras, R. 1993. Ecosistemas Costeros. In: Colombia Pacífico Tomo I (pp. X-X). Bogotá: Fondo para la Protección del Medio Ambiente “José Celestino Mutis”, FEN.; Díaz, 2002Díaz, J. M. 2002. Golfos y bahías de Colombia. Libros de la colección ecológica del Banco de Occidente [online]. Available from: Available from: www.imeditores.com/banocc/golfos . Access date: 2022 Jun. 9.
www.imeditores.com/banocc/golfos...
; Nalesso et al., 2019Nalesso, E., Hearn, A., Sosa-Nishizaki, O., Steiner, T., Antoniou, A., Reid, A., Bessudo, S., Soler, G., Klimley, A. P., Lara, F., Ketchum, J. T., & Arauz R. 2019. Movements of scalloped hammerhead sharks (Sphyrna lewini) at Cocos Island, Costa Rica and between oceanic islands in the Eastern Tropical Pacific. PLoS ONE, 14(3), e0213741. DOI: https://doi.org/10.1371/journal.pone.0213741
https://doi.org/https://doi.org/10.1371/...
; Lara-Lizardi et al., 2020Lara-Lizardi, F., Hoyos-Padilla, M., Hearn, A., Klimley, P., Galván-Magaña, F., Arauz, R., Bessudo, S., Castro, E., Clua, E., Espinoza, E., Fischer, C., Peñaherrera-Palma, C., Steiner, T. & Ketchum, J. T. 2020. Shark movements in the Revillagigedo Archipelago 2 and connectivity with the Eastern Tropical Pacific. bioRxiv, preprint. DOI: https://doi.org/10.1101/2020.03.02.972844
https://doi.org/https://doi.org/10.1101/...
).

BYCATCH MANAGEMENT

Elasmobranchs are important to prioritize for bycatch management in tuna purse-seine fishery, particularly Alopias spp. and C. falciformis, which are the most captured and vulnerable species in the CPO (Puentes et al., 2022bPuentes, V., Mejia-Falla, P. A., Ramirez, J. G., Manjarres-Martinez, L. M., Rguez-Baron, J. M., Zapata, L. A., Tavera, J., Gomez-Delgado, F., Barreto, C. G., Zambrano, E., Villa, A. A., & Navia, A. F. 2022b. Sharks and marine batoids management in Colombia: Policy instruments, management duty and implications for their populations and stakeholders. Marine Policy , 145, 105264. doi: https://doi.org/10.1016/j.marpol.2022.105264
https://doi.org/https://doi.org/10.1016/...
).

Further annual bycatch analyses are needed to identify high intra-annual bycatch seasons and areas to enforce additional management measures for elasmobranchs and other species. An Ecological Risk Assessment (ERA) and a Productivity-Susceptibility Analysis (PSA) in the EPO for DEL, FADs, and NoAs showed that the most vulnerable species are elasmobranchs (Alopias spp., C. faciformis, Mobula spp., and Sphyrna spp.). Other species, such as Tuna and Billfish, were classified as moderately vulnerable, and other bony fishes were the least vulnerable (Duffy et al., 2019Duffy, L. M., Lennert-Cody, C. E., Olson, R.J., Minte-Vera, C. V. & Griffiths, S. P. 2019. Assessing vulnerability, bycatch species in the tuna purse-seine fisheries of the eastern Pacific Ocean. Fisheries Research, 219, 105316. DOI: https://doi.org/10.1016/j.fishres.2019.105316
https://doi.org/https://doi.org/10.1016/...
).

Alternatives for bycatch reduction and management include: i) installing excluder devices in purse-seine nets; ii) removing FADs from the net before it is completely closed; iii) releasing elasmobranchs alive as far as possible from the net or onboard; iv) avoiding sets on small tuna (e.g., <10 t); v) changing the effort on NoAs and FADs, as well as FAD time setting; vi) using non-entangling FADs; vii) using cargo nets and stretchers to release bycatch species from the vessel (e.g., devil rays); viii) using deterrents or attractants to remove bycatch species; ix) using capture data to search for FAD spatiotemporal patterns and identify places and seasons to avoid higher bycatch; x) 100% observer coverage on board in all vessel classes; and xi) fishing closures (Kondel and Rusin, 2007Kondel, J. and Rusin, J. 2007. Report of the 2nd Workshop on Bycatch Reduction in the ETP Purse-Seine Fishery: Administrative Report LJ-07-04. La Jolla: NOAA.; Hall and Roman, 2013Hall, M. and Roman, M. 2013. Bycatch and non-tuna catch in the tropical tuna purse fisheries of the world. FAO Fisheries and Aquaculture Technical Paper. Rome: FAO , 568.; Bonanomi et al., 2017Bonanomi, M., Brčić’, J., Colombelli, A., Notti, E., Pulcinella, J. & Sala, A. 2017. Fisheries Bycatch of Chondrichthyes - Multidisciplinary Approach. InTech.-DOI: http://dx.doi.org/10.5772/intechopen.69334
https://doi.org/http://dx.doi.org/10.577...
; Restrepo et al., 2019Restrepo, V., Dagorn, L., Moreno, G., Murua, J., Forget, F. & Justel, A. 2019. Report of the International Workshop on Mitigating Environmental Impacts of Tropical Tuna Purse Seine Fisheries. ISSF Technical Report 201 2019-08, Rome, Italy, 12-13 March 2019. Washington, D.C.: International Seafood Sustainability Foundation .; Torres-Irineo et al., 2019; Grande et al., 2019Grande, M., Murua, J., Ruiz, J., Ferarios, J. M., Murua, H., Krug, I., Arregui, I., Zudaire, I., Goñi, N., Santiago, J. 2019. Bycatch mitigation actions on tropical tuna purse seiners: best practices program and bycatch releasing tools. IAvailable from: Available from: https://fisheryprogress.org/sites/default/files/documents_actions/Grande%20et%20al%202019IATTC%20Bycatch_Best%20Practices%20and%20fauna%20releasing%20tools_11_2019_v2_4.pdf . Access date: 2022 Apr. 9.
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). Some alternatives can be implemented by the Colombian Aquaculture and Fisheries Authority (AUNAP for its acronym in Spanish) within the National Committee for Bycatch Management via Resolution No. 1970 of 2018 (AUNAP, 2018AUNAP (Autoridad Nacional de Acuicultura y Pesca). 2018. Resolution 1970. Creates the National Committee for Bycatch Management (NCBM). Available from: Available from: https://www.redjurista.com/Documents/resolucion_1970_de_2018_autoridad_nacional_de_acuicultura_y_pesca . Access date: 2022 Jul. 22.
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), while others depend on regional IATTC negotiations.

Marine Protected Areas (MPAs) may help regulate fishing efforts. However, if fishing efforts are significantly increased, the MPAs declared or expanded in the CPO will affect the sustainable fishing potential already identified in the CPO (Puentes et al., 2022aPuentes, V., Hernández, H., Ardila, N., Muñoz, S. E., Bustamante, C. C., Zambrano, E., Jiménez, S. I., Hernández, S., Altamar, J., Murillo, J., Barreto, C. G., Rueda, M., & Benavides, I. F. 2022a. Descriptive and Spatiotemporal Analysis of the Tuna Purse Seine Fishery in the Colombian Pacific Ocean. International Journal of Biological and Natural Sciences, 2(5), 1-21. doi: 10.22533/at.ed.813252220075
https://doi.org/10.22533/at.ed.813252220...
). The spillover effect may be diluted when MPAs are so large that the spillover effect is not noticeable, or when migratory species leave the MPA without reaching sexual maturity and become part of the bycatch in fishing areas.

Dynamic spatial closures (e.g., Hazen et al., 2018Hazen, E. L., Scales, K. L., Maxwell, S. M., Briscoe, D. K., Welch, H., Bograd, S. J., Bailey, H., Benson, S. R., Eguchi, T., Dewar, H., Kohin, S., Costa, D. P., Crowder, L. B., & Lewison, R. L.. 2018. A Dynamic Ocean Management Tool to Reduce Bycatch and Support Sustainable Fisheries. Science Advances. 4(5), eaar3001. DOI: https://doi.org/10.1126/sciadv.aar3001
https://doi.org/https://doi.org/10.1126/...
; Pons et al., 2022Pons, M., Watson, J. T., Ovando, D., Andraka, S., Brodie, S., Domingo, A., Fitchett, M., Forselledo, R., Hall, M., Hazen, E. L., Jannot, J. E., Herrera, M., Jiménez, S., Kaplan, D. M., Kerwath, S., Lopez, J., McVeigh, J., Pacheco, L., Rendon, L., Richerson, K., Sant’Ana, R., Sharma, R., Smith, J. A., Somers, K., & Hilborn, R.. 2022. Trade-Offs Between Bycatch and Target Catches in Static Versus Dynamic Fishery Closures. Proc. Natl. Acad. Sci. 119(4), e2114508119. DOI: https://doi.org/10.1073/pnas.2114508119
https://doi.org/https://doi.org/10.1073/...
) may be possible in the CPO, but the IATTC has already established an extended closure of 72 days for purse-seine vessels (IATTC, 2021aIATTC (Inter-American Tropical Tuna Comission). 2021a. Resolution C-21-04. Conservation measures for tropical tunas in the Eastern Pacific Ocean during 2022-2024. 98th Meeting, 18-22 October 2021. Available from: Available from: https://www.iattc.org/GetAttachment/e3dc0a7e-e73c-4b8e-889e-a4cd2cdd7b8b/C-21-04-Active_Tuna-conservation-in-the-EPO-2022-2024.pdf . Access date: 2023 Apr. 24.
https://www.iattc.org/GetAttachment/e3dc...
), which Colombia has implemented. Nevertheless, further studies on target and bycatch species are needed to implement such a closure. For instance, the high bycatch of FADs needs to be regulated in the CPO by including a limited number of FADs per vessel (Isaza-Toro et al., 2021Isaza-Toro, I., Selvaraj, J. J., Giraldo-Lopez, A. & Ortíz-Ferrín, O. O. 2020. Fish aggregating devices in the eastern tropical Pacific marine corridor, according to the Colombian Fisheries Observer. Aquatic Conservation: Marine and Freshwater Ecosystems, 2021, 31, 3311-3318. DOI: https://doi.org/10.1002/aqc.3687
https://doi.org/https://doi.org/10.1002/...
; AUNAP, 2022AUNAP (Autoridad Nacional de Acuicultura y Pesca). 2022. Resolution 0076. Adopts conservation measures on Tuna and related species in the Eastern Tropical Pacific -EPO- for purse-seine national flagged vessels and purse-seine foreign-flagged vessels linked to fishing permits granted to Colombian companies, for the period 2022 to 2024, and establish other provisions. https://www.aunap.gov.co/download/resolucion-numero-0-1-9-5-de-09-de-febrero-de-2021/. Access date: 2022 Jul. 22.
https://www.aunap.gov.co/download/resolu...
), regulating FAD attractants to control effort, continuing to enforce strict release bycatch protocols when possible, and implementing alternatives to reduce FAD bycatch.

For elasmobranchs, live release of bycatch is the most feasible alternative to reduce bycatch impacts while maintaining fishing activity. Grande et al. (2019Grande, M., Murua, J., Ruiz, J., Ferarios, J. M., Murua, H., Krug, I., Arregui, I., Zudaire, I., Goñi, N., Santiago, J. 2019. Bycatch mitigation actions on tropical tuna purse seiners: best practices program and bycatch releasing tools. IAvailable from: Available from: https://fisheryprogress.org/sites/default/files/documents_actions/Grande%20et%20al%202019IATTC%20Bycatch_Best%20Practices%20and%20fauna%20releasing%20tools_11_2019_v2_4.pdf . Access date: 2022 Apr. 9.
https://fisheryprogress.org/sites/defaul...
) reported that release protocols improved the live release of mantas, rays, and whale sharks by 100%, turtles by more than 95%, Hammerhead sharks by 80%, and other shark species by more than 50%. Nevertheless, Colombia may need to review all bycatch release protocols and work towards FAD management to reduce bycatch.

The situation of the CPO in 2023, with around 77% of its area under partial or total restrictions for tuna purse-seine fishery, requires future detailed studies on species and groups of species to provide crucial information that may allow for other effective management measures.

ACKNOWLEDGMENTS

The authors thank the Ministerio de Relaciones Exteriores de Colombia and the Inter-American Tropical Tuna Commission - IATTC for facilitating access to data on the Colombian Pacific Ocean. They also thank Nicolás del Castillo and María Rosa Angarita of the Autoridad Nacional de Acuicultura y Pesca - AUNAP for supporting this study, as well as all the institutions implementing the Colombian Fisheries Observer Program (CFOP). In addition, they thank the anonymous reviewers who helped improve this paper, all fishery observers, especially those in the CFOP, and Elio A. Angulo for his valuable work, which contributed significantly to this study.

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Edited by

Associate Editor:

Gorka Merino

Publication Dates

  • Publication in this collection
    12 Aug 2024
  • Date of issue
    2024

History

  • Received
    25 Jan 2023
  • Accepted
    09 Feb 2024
Instituto Oceanográfico da Universidade de São Paulo Praça do Oceanográfico 191, CEP: 05508-120, São Paulo, SP - Brasil, Tel.: (11) 3091-6501 - São Paulo - SP - Brazil
E-mail: diretoria.io@usp.br