diff --git a/joss.03888/10.21105.joss.03888.crossref.xml b/joss.03888/10.21105.joss.03888.crossref.xml new file mode 100644 index 0000000000..e7a967868b --- /dev/null +++ b/joss.03888/10.21105.joss.03888.crossref.xml @@ -0,0 +1,424 @@ + + + + 20220315T101051-541be1463ed07bb8118dc43a907810dbc74c0414 + 20220315101051 + + JOSS Admin + admin@theoj.org + + The Open Journal + + + + + Journal of Open Source Software + JOSS + 2475-9066 + + 10.21105/joss + https://joss.theoj.org/ + + + + + 03 + 2022 + + + 7 + + 71 + + + + mmrefpoints: Projecting long-term marine mammal +abundance with bycatch + + + + Margaret C. + Siple + https://orcid.org/0000-0002-4260-9856 + + + André E. + Punt + https://orcid.org/0000-0001-8489-2488 + + + Tessa B. + Francis + https://orcid.org/0000-0002-3383-5392 + + + Philip S. + Hammond + https://orcid.org/0000-0002-2381-8302 + + + Dennis + Heinemann + https://orcid.org/0000-0002-1434-2445 + + + Kristy J. + Long + https://orcid.org/0000-0001-6970-0935 + + + Jeffrey + Moore + https://orcid.org/0000-0003-3715-7442 + + + Maritza + Sepúlveda + https://orcid.org/0000-0002-1403-176X + + + Randall R. + Reeves + https://orcid.org/0000-0002-6512-6507 + + + Guðjón Már + Sigurðsson + https://orcid.org/0000-0001-9390-6693 + + + Gísli + Víkingsson + https://orcid.org/0000-0002-4501-193X + + + Paul R. + Wade + https://orcid.org/0000-0003-2428-9323 + + + Rob + Williams + https://orcid.org/0000-0001-7496-453X + + + Alexandre N. + Zerbini + https://orcid.org/0000-0002-9776-6605 + + + + 03 + 11 + 2022 + + + 3888 + + + 10.21105/joss.03888 + + + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + + + + Software archive + 10.5281/zenodo.6338110 + + + GitHub review issue + https://github.com/openjournals/joss-reviews/issues/3888 + + + + 10.21105/joss.03888 + https://joss.theoj.org/papers/10.21105/joss.03888 + + + https://joss.theoj.org/papers/10.21105/joss.03888.pdf + + + + + + Calculating Limits to the Allowable +Human-Caused Mortality of Cetaceans and Pinnipeds + Wade + Marine Mammal Science + 1 + 14 + 10.1111/j.1748-7692.1998.tb00688.x + 1748-7692 + 1998 + Wade, P. R. (1998). Calculating +Limits to the Allowable Human-Caused Mortality of Cetaceans and +Pinnipeds. Marine Mammal Science, 14(1), 1–37. +https://doi.org/10.1111/j.1748-7692.1998.tb00688.x + + + Annex R: A full description of the standard +Baleen II model and some variants thereof + Punt + 1999 + Punt, A. E. (1999). Annex R: A full +description of the standard Baleen II model and some variants thereof. +Division of Marine Research, CSIRO Marine Laboratories. +https://duwamish.lib.washington.edu/uwnetid/illiad.dll?Action=10&Form=75&Value=1651729 + + + Age- and sex-specific survival of California +sea lions (Zalophus californianus) at San Miguel Island, +California + DeLong + Marine Mammal Science + 4 + 33 + 10.1111/mms.12427 + 1748-7692 + 2017 + DeLong, R. L., Melin, S. R., Laake, +J. L., Morris, P., Orr, A. J., & Harris, J. D. (2017). Age- and +sex-specific survival of California sea lions (Zalophus californianus) +at San Miguel Island, California. Marine Mammal Science, 33(4), +1097–1125. https://doi.org/10.1111/mms.12427 + + + Sex- and age-specific survival of harbor +seals (Phoca vitulina) from Tugidak Island, Alaska + Hastings + Journal of Mammalogy + 5 + 93 + 10.1644/11-MAMM-A-291.1 + 0022-2372 + 2012 + Hastings, K. K., Small, R. J., & +Pendleton, G. W. (2012). Sex- and age-specific survival of harbor seals +(Phoca vitulina) from Tugidak Island, Alaska. Journal of Mammalogy, +93(5), 1368–1379. +https://doi.org/10.1644/11-MAMM-A-291.1 + + + Conserving and recovering vulnerable marine +species: A comprehensive evaluation of the US approach for marine +mammals + Punt + ICES Journal of Marine +Science + 5 + 75 + 10.1093/icesjms/fsy049 + 1054-3139 + 2018 + Punt, A. E., Moreno, P., Brandon, J. +R., & Mathews, M. A. (2018). Conserving and recovering vulnerable +marine species: A comprehensive evaluation of the US approach for marine +mammals. ICES Journal of Marine Science, 75(5), 1813–1831. +https://doi.org/10.1093/icesjms/fsy049 + + + Population Dynamics of Western Arctic Bowhead +Whales ( Balaena mysticetus ) + Breiwick + Canadian Journal of Fisheries and Aquatic +Sciences + 3 + 41 + 10.1139/f84-058 + 0706-652X + 1984 + Breiwick, J. M., Eberhardt, L. L., +& Braham, H. W. (1984). Population Dynamics of Western Arctic +Bowhead Whales ( Balaena mysticetus ). Canadian Journal of Fisheries and +Aquatic Sciences, 41(3), 484–496. +https://doi.org/10.1139/f84-058 + + + The effects of future consumption by the Cape +fur seal on catches and catch rates of the Cape hakes. 3. Modelling the +dynamics of the Cape fur seal Arctocephalus pusillus +pusillus + Butterworth + South African Journal of Marine +Science + 1 + 16 + 10.2989/025776195784156511 + 0257-7615 + 1995 + Butterworth, D. S., Punt, A. E., +Oosthuizen, W. H., & Wickens, P. A. (1995). The effects of future +consumption by the Cape fur seal on catches and catch rates of the Cape +hakes. 3. Modelling the dynamics of the Cape fur seal Arctocephalus +pusillus pusillus. South African Journal of Marine Science, 16(1), +161–183. +https://doi.org/10.2989/025776195784156511 + + + Improved estimation of intrinsic growth rmax +for long-lived species: Integrating matrix models and +allometry + Dillingham + Ecological Applications + 1 + 26 + 10.1890/14-1990 + 1939-5582 + 2016 + Dillingham, P. W., Moore, J. E., +Fletcher, D., Cortés, E., Curtis, K. A., James, K. C., & Lewison, R. +L. (2016). Improved estimation of intrinsic growth rmax for long-lived +species: Integrating matrix models and allometry. Ecological +Applications, 26(1), 322–333. +https://doi.org/10.1890/14-1990 + + + Variations in age- and sex-specific survival +rates help explain population trend in a discrete marine mammal +population + Arso Civil + Ecology and Evolution + 1 + 9 + 10.1002/ece3.4772 + 20457758 + 2019 + Arso Civil, M., Cheney, B., Quick, N. +J., Islas-Villanueva, V., Graves, J. A., Janik, V. M., Thompson, P. M., +& Hammond, P. S. (2019). Variations in age- and sex-specific +survival rates help explain population trend in a discrete marine mammal +population. Ecology and Evolution, 9(1), 533–544. +https://doi.org/10.1002/ece3.4772 + + + Growth and reproduction in harbour porpoises +(Phocoena phocoena) in Icelandic waters + Ólafsdóttir + NAMMCO Scientific +Publications + 5 + 10.7557/3.2747 + 2309-2491 + 2003 + Ólafsdóttir, D., Víkingsson, G. A., +Halldórsson, S. D., & Sigurjónsson, J. (2003). Growth and +reproduction in harbour porpoises (Phocoena phocoena) in Icelandic +waters. NAMMCO Scientific Publications, 5, 195–210. +https://doi.org/10.7557/3.2747 + + + Mark-recapture estimates of seasonal +abundance and survivorship for bottlenose dolphins (Tursiops truncatus) +near Charleston, South Carolina, USA + Speakman + 2010 + Speakman, T. R., Lane, S. M., +Schwacke, L. H., Fair, P. A., & Zolman, E. S. (2010). Mark-recapture +estimates of seasonal abundance and survivorship for bottlenose dolphins +(Tursiops truncatus) near Charleston, South Carolina, USA. +11. + + + Unpublished estimates following the methods +of Dillingham et al. 2016. + Moore + 2019 + Moore, J. E. (2019). Unpublished +estimates following the methods of Dillingham et al. +2016. + + + Best Practices for Assessing and Managing +Bycatch of Marine Mammals + Wade + Frontiers in Marine Science + 8 + 10.3389/fmars.2021.757330 + 2296-7745 + 2021 + Wade, P. R., Long, K. J., Francis, T. +B., Punt, A. E., Hammond, P. S., Heinemann, D., Moore, J. E., Reeves, R. +R., Sepúlveda, M., Sullaway, G., Sigurðsson, G. M., Siple, M. C., +Víkingsson, G. A., Williams, R., & Zerbini, A. N. (2021). Best +Practices for Assessing and Managing Bycatch of Marine Mammals. +Frontiers in Marine Science, 8, 1566. +https://doi.org/10.3389/fmars.2021.757330 + + + Estimating Bycatch Mortality for Marine +Mammals: Concepts and Best Practices + Moore + Frontiers in Marine Science + 8 + 10.3389/fmars.2021.752356 + 2296-7745 + 2021 + Moore, J. E., Heinemann, D., Francis, +T. B., Hammond, P. S., Long, K. J., Punt, A. E., Reeves, R. R., +Sepúlveda, M., Sigurðsson, G. M., Siple, M. C., Víkingsson, G. A., Wade, +P. R., Williams, R., & Zerbini, A. N. (2021). Estimating Bycatch +Mortality for Marine Mammals: Concepts and Best Practices. Frontiers in +Marine Science, 8, 1793. +https://doi.org/10.3389/fmars.2021.752356 + + + Estimating the Abundance of Marine Mammal +Populations + Hammond + Frontiers in Marine Science + 8 + 10.3389/fmars.2021.735770 + 2296-7745 + 2021 + Hammond, P. S., Francis, T. B., +Heinemann, D., Long, K. J., Moore, J. E., Punt, A. E., Reeves, R. R., +Sepúlveda, M., Sigurðsson, G. M., Siple, M. C., Víkingsson, G., Wade, P. +R., Williams, R., & Zerbini, A. N. (2021). Estimating the Abundance +of Marine Mammal Populations. Frontiers in Marine Science, 8, 1316. +https://doi.org/10.3389/fmars.2021.735770 + + + R: A language and environment for statistical +computing + R Core Team + 2021 + R Core Team. (2021). R: A language +and environment for statistical computing. R Foundation for Statistical +Computing. https://www.R-project.org/ + + + Shiny: Web application framework for +R + Chang + 2021 + Chang, W., Cheng, J., Allaire, J., +Sievert, C., Schloerke, B., Xie, Y., Allen, J., McPherson, J., Dipert, +A., & Borges, B. (2021). Shiny: Web application framework for R. +https://CRAN.R-project.org/package=shiny + + + + + + diff --git a/joss.03888/10.21105.joss.03888.jats b/joss.03888/10.21105.joss.03888.jats new file mode 100644 index 0000000000..71945b901b --- /dev/null +++ b/joss.03888/10.21105.joss.03888.jats @@ -0,0 +1,755 @@ + + +
+ + + + +Journal of Open Source Software +JOSS + +2475-9066 + +Open Journals + + + +3888 +10.21105/joss.03888 + +mmrefpoints: Projecting long-term marine mammal abundance +with bycatch + + + +0000-0002-4260-9856 + +Siple +Margaret C. + + + + +0000-0001-8489-2488 + +Punt +André E. + + + + +0000-0002-3383-5392 + +Francis +Tessa B. + + + + +0000-0002-2381-8302 + +Hammond +Philip S. + + + + +0000-0002-1434-2445 + +Heinemann +Dennis + + + + +0000-0001-6970-0935 + +Long +Kristy J. + + + + +0000-0003-3715-7442 + +Moore +Jeffrey + + + + +0000-0002-1403-176X + +Sepúlveda +Maritza + + + + +0000-0002-6512-6507 + +Reeves +Randall R. + + + + +0000-0001-9390-6693 + +Sigurðsson +Guðjón Már + + + + +0000-0002-4501-193X + +Víkingsson +Gísli + + + + +0000-0003-2428-9323 + +Wade +Paul R. + + + + +0000-0001-7496-453X + +Williams +Rob + + + + +0000-0002-9776-6605 + +Zerbini +Alexandre N. + + + + + +Resource Assessment and Conservation Engineering Division, +Alaska Fisheries Science Center, National Oceanic and Atmospheric +Administration, Seattle, WA, 98115, USA + + + + +School of Aquatic and Fishery Sciences, University of +Washington, 1122 NE Boat St, Seattle, WA 98115 + + + + +Puget Sound Institute, University of Washington Tacoma, 326 +East D Street, Tacoma, WA 98421, USA + + + + +Sea Mammal Research Unit, Scottish Oceans Institute, +University of St Andrews, Fife KY16 8LB, UK + + + + +U.S. Marine Mammal Commission, 4340 East-West Hwy, Rm 700, +Bethesda, MD 20814, USA + + + + +Office of Protected Resources, NOAA’s National Marine +Fisheries Service, Silver Spring, MD 20910, USA + + + + +Protected Resources Division, NOAA SWFSC, La Jolla, CA +92037, USA + + + + +Facultad de Ciencias, Universidad de Valparaíso, Gran +Bretaña 1111, Playa Ancha, Valparaíso, Chile + + + + +Okapi Wildlife Associates, Hudson, Quebec, +Canada + + + + +Marine and Freshwater Research Institute, Skúlagata 4, 121, +Reykjavík, Iceland + + + + +Marine Mammal Laboratory, NOAA AFSC, Seattle, WA, +98115-6349, USA + + + + +Oceans Initiative, 117 E. Louisa Street No. 135. Seattle, +WA 98102, USA + + + + +Cascadia Research Collective, 218 ½ 4th Ave W, Olympia, WA, +98501, USA + + + + +Marine Ecology and Telemetry Research, 2468 Camp McKenzie +Tr NW, Seabeck, WA, 98380, USA + + + + +8 +3 +2022 + +7 +71 +3888 + +Authors of papers retain copyright and release the +work under a Creative Commons Attribution 4.0 International License (CC +BY 4.0) +2022 +The article authors + +Authors of papers retain copyright and release the work under +a Creative Commons Attribution 4.0 International License (CC BY +4.0) + + + +Shiny +R +marine mammal bycatch + + + + + + Statement of Need +

Fisheries bycatch is one of the top threats to marine mammals + worldwide. Data on bycatch and marine mammal abundance are required to + make management decisions, yet many marine mammal populations exist in + locations where these data are sparse. Population models offer a way + to explore the long-term impacts of different bycatch scenarios even + when data are sparse or absent. Our modeling tool, + mmrefpoints, uses very basic information about + marine mammal life history, estimates of abundance and bycatch, and + population models to project long-term (e.g., 20-100 yr) outcomes of + different bycatch rates. These long-term outcomes are the basis of + several reference points used for marine mammal management including + the Potential Biological Removal (PBR) approach + (Wade, + 1998). The goal is to make complex population models accessible + to managers and stakeholders who need them, and to students who are + learning about risk-based approaches to managing marine mammal + populations.

+
+ + Summary +

This tool provides a way for managers and other stakeholders to + explore bycatch scenarios, based on simple information about marine + mammal life history and rough estimates of abundance and bycatch. The + tool consists of an R package + (R Core + Team, 2021) and a Shiny application + (Chang + et al., 2021). The primary machinery in the package is an + age-structured population dynamics model, which is used to model + future population size based on the current population size, life + history traits, and bycatch rates. The package also contains tools for + calculating performance metrics, as well as the U.S. reference point + for bycatch (Potential Biological Removal or PBR) and a solver that + estimates the maximum bycatch rate that will meet management + objectives. For users who would prefer to see outputs in an + interactive user interface, there is a Shiny app called the Marine + Mammal Bycatch Impacts Exploration Tool (MMBIET) that shows + projections, explains and calculates reference points, and creates a + report summarizing inputs and outputs. The app is hosted publicly on + the web via the + shinyapps.io + server, or it can be run locally by installing the package + and running the run_app() function in the R or + RStudio console:

+ remotes::install_github("mcsiple/mmrefpoints") +library(mmrefpoints) +run_app() +
+ + Population model +

The population model is a simplified version of the model described + by Breiwick et al. + (1984) + and Punt + (1999). + The model is a single-sex, age-structured population model. The number + of calves or pups born each year is density-dependent, based on the + number of mature adults, the pregnancy rate at pre-exploitation + equilibrium, maximum theoretical fecundity rate, degree of + compensation, and the total abundance relative to carrying capacity K. + User inputs determine the parameters for calf survival, adult + survival, age at maturity, and plus group age. Default parameters are + based on those used by Punt et al. + (2018), + with additional default parameters for other species drawn from + literature values + (Arso + Civil et al., 2019; + Ólafsdóttir + et al., 2003; + Speakman + et al., 2010). Because of the variation in pinniped life + history parameters, parameter estimates for several pinniped species + are provided within the Shiny app. These life history parameters are + taken from Butterworth et al. + (1995), + DeLong et al. + (2017), + Dillingham et al. + (2016), + Hastings et al. + (2012), + and J. E. Moore + (2019).

+

The full model description including equations is contained in the + “Model description” vignette and the “About the Model” tab of the + app.

+
+ + Intended use + + <monospace>mmrefpoints</monospace> and the MMBIET app are + intended to be used for the following: + + +

Exploring outcomes for bycatch rates in populations with + little or no information

+
+ +

Calculating reference points like PBR to estimate maximum + allowable bycatch for marine mammal populations

+
+
+
+ + The MMBIET app is <italic>not</italic> intended for the + following: + + +

Permitting specific management actions regarding bycatch. We + refer users to Hammond et al. + (2021), + Jeffrey E. Moore et al. + (2021), + and Wade et al. + (2021) + for guidance on developing a management program for marine + mammal bycatch including monitoring.

+
+ +

Calculating PBR for marine mammal stocks that already have a + stock assessment. If reference points have already been + calculated for the stock, those should be used.

+
+ +

Fitting population models to data (we direct readers to other + tools like + rSPAMM + for this type of need)

+
+
+
+
+ + Acknowledgements +

The authors would like to thank several pilot testers for reviewing + a beta version of the MMBIET Shiny app, and Christine Stawitz and Jay + Barlow for reviewing an earlier version of the + mmrefpoints R package and the app.

+
+ + Ongoing projects using MMBIET +

At the time of this submission, three papers have cited + mmrefpoints and/or MMBIET:

+

Hammond, P. S., Francis, T. B., Heinemann, D., Long, K. J., Moore, + J. E., Punt, A. E., Reeves, R. R., Sepúlveda, M., Sigurðsson, G. M., + Siple, M. C., Víkingsson, G., Wade, P. R., Williams, R., & + Zerbini, A. N. (2021). Estimating the Abundance of Marine Mammal + Populations. Frontiers in Marine Science, 8, 1316. + https://doi.org/10.3389/fmars.2021.735770

+

Moore, J. E., Heinemann, D., Francis, T. B., Hammond, P. S., Long, + K. J., Punt, A. E., Reeves, R. R., Sepúlveda, M., Sigurðsson, G. M., + Siple, M. C., Víkingsson, G. A., Wade, P. R., Williams, R., & + Zerbini, A. N. (2021). Estimating Bycatch Mortality for Marine + Mammals: Concepts and Best Practices. Frontiers in Marine Science, 8, + 1793. + https://doi.org/10.3389/fmars.2021.752356

+

Wade, P. R., Long, K. J., Francis, T. B., Punt, A. E., Hammond, P. + S., Heinemann, D., Moore, J. E., Reeves, R. R., Sepúlveda, M., + Sullaway, G., Sigurðsson, G. M., Siple, M. C., Víkingsson, G. A., + Williams, R., & Zerbini, A. N. (2021). Best Practices for + Assessing and Managing Bycatch of Marine Mammals. Frontiers in Marine + Science, 8, 1566. + https://doi.org/10.3389/fmars.2021.757330

+
+ + Financial support +

Support for this project is provided by the Ocean Modeling Forum + and the Lenfest Ocean Program. M. Siple was supported by the Ocean + Modeling Forum and a James S. McDonnell Postdoctoral Fellowship.

+
+ + + + + + + + WadePaul R. + + Calculating Limits to the Allowable Human-Caused Mortality of Cetaceans and Pinnipeds + Marine Mammal Science + 1998 + 14 + 1 + 1748-7692 + https://onlinelibrary-wiley-com.offcampus.lib.washington.edu/doi/abs/10.1111/j.1748-7692.1998.tb00688.x + 10.1111/j.1748-7692.1998.tb00688.x + + + + + + PuntA. E. + + Annex R: A full description of the standard Baleen II model and some variants thereof + Division of Marine Research, CSIRO Marine Laboratories + Hobart, Australia + 1999 + 20180807 + https://duwamish.lib.washington.edu/uwnetid/illiad.dll?Action=10&Form=75&Value=1651729 + + + + + + DeLongRobert L. + MelinSharon R. + LaakeJeffrey L. + MorrisPatricia + OrrAnthony J. + HarrisJeffrey D. + + Age- and sex-specific survival of California sea lions (Zalophus californianus) at San Miguel Island, California + Marine Mammal Science + 2017 + 20180730 + 33 + 4 + 1748-7692 + https://onlinelibrary.wiley.com/doi/abs/10.1111/mms.12427 + 10.1111/mms.12427 + + + + + + HastingsKelly K. + SmallRobert J. + PendletonGrey W. + + Sex- and age-specific survival of harbor seals (Phoca vitulina) from Tugidak Island, Alaska + Journal of Mammalogy + 201210 + 20180727 + 93 + 5 + 0022-2372 + https://academic.oup.com/jmammal/article/93/5/1368/860838 + 10.1644/11-MAMM-A-291.1 + + + + + + PuntA. E. + MorenoPaula + BrandonJohn R + MathewsMichael A + + Conserving and recovering vulnerable marine species: A comprehensive evaluation of the US approach for marine mammals + ICES Journal of Marine Science + 201806 + 20180924 + 75 + 5 + 1054-3139 + https://academic.oup.com/icesjms/advance-article/doi/10.1093/icesjms/fsy049/5035891 + 10.1093/icesjms/fsy049 + + + + + + BreiwickJeffrey M. + EberhardtL. Lee + BrahamHoward W. + + Population Dynamics of Western Arctic Bowhead Whales ( Balaena mysticetus ) + Canadian Journal of Fisheries and Aquatic Sciences + 198403 + 20181106 + 41 + 3 + 0706-652X + http://www.nrcresearchpress.com/doi/10.1139/f84-058 + 10.1139/f84-058 + + + + + + ButterworthD. S. + PuntA. E. + OosthuizenW. H. + WickensP. A. + + The effects of future consumption by the Cape fur seal on catches and catch rates of the Cape hakes. 3. 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