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Life and Fishery","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n# [Near Real-Time Survey Progress and Temperature Maps](https://github.com/afsc-gap-products/survey-live-temperature-map) \u003cimg src=\"https://avatars.githubusercontent.com/u/91760178?s=96\u0026amp;v=4\" alt=\"Logo.\" align=\"right\" width=\"139\" height=\"139\"/\u003e\n\n*This code is always in development. Find code used for final products\nof this code in\n[releases](paste0(https://github.com/afsc-gap-products/survey-live-temperature-map,%20%22/releases%22)).*\n\n## This code is primarally maintained by:\n\n**Emily Markowitz** (Emily.Markowitz AT noaa.gov;\n[@EmilyMarkowitz-NOAA](https://github.com/EmilyMarkowitz-NOAA))\n\n**Chris Anderson** (Christopher.Anderson AT noaa.gov;\n[@ChrisAnderson-NOAA](https://github.com/ChrisAnderson-NOAA))\n\nAnd previously,\n\n**Caitlin Allen Akselrud** (caitlin.allen_akselrud AT noaa.gov;\n[@CaitlinAkselrud-NOAA](https://github.com/CaitlinAkselrud-NOAA))\n\n**Liz Dawson** (Liz.Dawson AT noaa.gov;\n[@liz-dawson-NOAA](https://github.com/liz-dawson-NOAA))\n\nAlaska Fisheries Science Center,\n\nNational Marine Fisheries Service,\n\nNational Oceanic and Atmospheric Administration,\n\nSeattle, WA 98115\n\n# Table of contents\n\n\u003e - [*Purpose*](#purpose)\n\u003e - [*Notes*](#notes)\n\u003e - [*Plot Examples*](#plot-examples)\n\u003e   - [*Final stacked gifs*](#final-stacked-gifs)\n\u003e   - [*Blank, Grid-only Plot*](#blank,-grid-only-plot)\n\u003e   - [*Mean Plot*](#mean-plot)\n\u003e   - [*Anomaly Plot*](#anomaly-plot)\n\u003e - [*Relevant publications*](#relevant-publications)\n\u003e - [*Suggestions and Comments*](#suggestions-and-comments)\n\u003e   - [*R Version Metadata*](#r-version-metadata)\n\u003e   - [*NOAA README*](#noaa-readme)\n\u003e   - [*NOAA License*](#noaa-license)\n\n# Purpose\n\nThese scripts create daily survey station daily temperature and anomaly\nplots as the ships work their way through the Bering Sea. These ships\nare conducting NOAA Fisheries’ Alaska Fisheries Science Center’s\nfisheries independent surveys in the Eastern Bering Sea. Scripts pull\ntemperatures from google drive, entered by FPCs at sea, create daily\nmaps and composite gifs, and then push the maps to google drive for the\ncommunications team. These plots are displayed on the AFSC website\n\n- [**Progress and temperature maps landing\n  page**](https://www.fisheries.noaa.gov/alaska/science-data/bottom-trawl-survey-temperature-and-progress-maps)\n- [2025 Eastern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/science-data/near-real-time-temperatures-2025-bering-sea-bottom-trawl-survey)\n- [2025 Gulf of Alaska Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/science-data/near-real-time-temperatures-2025-gulf-alaska-bottom-trawl-survey)\n- [2024 Eastern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/science-data/near-real-time-temperatures-eastern-bering-sea-bottom-trawl-survey-2024)\n- [2024 Aleutian Islands Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/climate/near-real-time-temperatures-aleutian-islands-bottom-trawl-survey-2024)\n- [2023 Eastern and Northern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/science-data/near-real-time-temperatures-bering-sea-bottom-trawl-survey-2023)\n- [2023 Gulf of Alaska Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/science-data/near-real-time-temperatures-gulf-alaska-bottom-trawl-survey-2023)\n- [2023 Temperature Anomalies and Cold Pool Estimates from Bering Sea\n  Bottom Trawl\n  Surveys](https://www.fisheries.noaa.gov/alaska/science-data/temperature-anomalies-and-cold-pool-estimates-bering-sea-bottom-trawl-surveys-2023)\n- [2022 Eastern and Northern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/climate/near-real-time-temperatures-bering-sea-bottom-trawl-surveys-2022)\n- [2022 Aleutian Islands Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/climate/near-real-time-temperatures-aleutian-islands-bottom-trawl-survey-2022)\n- [2021 Eastern and Northern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/alaska/science-data/near-real-time-temperatures-bering-sea-bottom-trawl-survey)\n- [2019 Eastern and Northern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/feature-story/2019-southeastern-bering-sea-shelf-bottom-trawl-survey-gets-underway)\n- [2018 Eastern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/resource/document/2018-eastern-bering-sea-continental-shelf-and-northern-bering-sea-trawl-surveys)\n- [2017 Eastern and Northern Bering Sea Bottom Trawl\n  Survey](https://www.fisheries.noaa.gov/resource/document/2017-eastern-bering-sea-continental-shelf-and-northern-bering-sea-bottom-trawl)\n\n# Notes\n\n- You will need to install\n  [`ffmpeg`](https://www.ffmpeg.org/download.html#build-windows) so\n  video files can compile using the\n  [`magick`](https://cran.r-project.org/web/packages/magick/vignettes/intro.html)\n  package, which works well with Task Scheduler. The `av` R package does\n  not seem to work with task scheduler.\n- [How to set up the task\n  scheduler](https://docs.google.com/document/d/1pwBmR6AqgnvUx_AiWYQxtYxIRjWMfdd5EPWwFvpI3Ug/edit)\n- Files are saved to our internal dev FTP server and google drive.\n- Troubleshooting: if the task scheduler fails to run the code, but you\n  can run the script in R or Rstudio, you may need to update Pandoc. If\n  you are on a NOAA machine, ask IT to install the .msi file for you.\n  Close and reopen everything and try again.\n\n# Plot Examples\n\nFind more plot examples\n[here](https://github.com/afsc-gap-products/survey-live-temperature-map/tree/main/test).\n\n## Final stacked gifs\n\n![*NOAA* *Fisheries* *AFSC* *Groundfish* *Assessment* *Program*\n*conducted* *the* *Aleutian* *Islands* *bottom* *trawl* *survey.* *The*\n*near* *real-time* *ocean* *bottom* *temperatures* *depicted* *were*\n*collected* *June* *7-June* *21* *On* *June* *21,* *stations* *237-36*\n*(52.52°N,* *-172.26°W;* *\\\u003e3.5–4°C),* *236-36* *(52.52°N,* *-172.34°W;*\n*\\\u003e4–4.5°C),* *and* *238-37* *(52.57°N,* *-172.18°W;* *\\\u003e3.5–4°C)*\n*were* *surveyed* *by* *the* *F/V* *Ocean* *Explorer.* *No* *stations*\n*were* *surveyed* *by* *the* *F/V* *Alaska* *Provider.* *Credit:* *NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_daily_ai.gif)\n, ![*NOAA* *Fisheries* *Alaska* *Fisheries* *Science* *Center*\n*Groundfish* *Assessment* *Program* *is* *conducting* *the* *eastern*\n*Bering* *Sea* *and* *northern* *Bering* *Sea* *bottom* *trawl*\n*surveys.* *The* *near* *real-time* *ocean* *bottom* *temperatures*\n*depicted* *were* *collected* *May* *31-June* *22* *On* *June* *22,*\n*three* *stations* *were* *surveyed* *by* *the* *F/V* *Northwest*\n*Explorer.* *No* *stations* *were* *surveyed* *by* *the* *F/V* *Alaska*\n*Knight.* *There* *are* *8* *stations* *planned* *for* *June* *23*\n*Credit:* *NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_daily_bs.gif)\n, ![*NOAA* *Fisheries* *AFSC* *Groundfish* *Assessment* *Program*\n*conducted* *the* *eastern* *Bering* *Sea* *bottom* *trawl* *survey.*\n*The* *near* *real-time* *ocean* *bottom* *temperatures* *depicted*\n*were* *collected* *June* *2-June* *21* *On* *June* *21,* *stations*\n*K-04* *(58.33°N,* *-165.88°W;* *\\\u003e2–3°C),* *L-04* *(58.67°N,*\n*-165.89°W;* *\\\u003e2–3°C),* *and* *M-04* *(59°N,* *-165.9°W;* *\\\u003e3–4°C)*\n*were* *surveyed* *by* *the* *F/V* *Alaska* *Knight* *and* *stations*\n*K-05* *(58.33°N,* *-165.24°W;* *\\\u003e2–3°C),* *K-06* *(58.33°N,*\n*-164.61°W;* *\\\u003e2–3°C),* *and* *L-05* *(58.67°N,* *-165.25°W;*\n*\\\u003e2–3°C)* *were* *surveyed* *by* *the* *F/V* *Northwest* *Explorer.*\n*There* *are* *8* *stations* *planned* *for* *June* *22* *Credit:*\n*NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_daily_ebs.gif)\n, ![*NOAA* *Fisheries* *Alaska* *Fisheries* *Science* *Center*\n*Groundfish* *Assessment* *Program* *is* *conducting* *the* *Gulf* *of*\n*Alaska* *bottom* *trawl* *survey.* *The* *near* *real-time* *ocean*\n*bottom* *temperatures* *depicted* *were* *collected* *May* *27-June*\n*22* *On* *June* *22,* *eight* *stations* *were* *surveyed* *by* *the*\n*F/V* *Alaska* *Provider* *and* *six* *stations* *were* *surveyed* *by*\n*the* *F/V* *Ocean* *Explorer.* *Stations* *yet* *to* *be* *sampled*\n*are* *shown* *as* *gray* *dots.* *Credit:* *NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_daily_goa.gif)\n\n## Blank, Grid-only Plot\n\n![*The* *NA* *bottom* *trawl* *survey.* *This* *survey* *covers* *the*\n*Central* *Aleutians,* *Eastern* *Aleutians,* *South* *Bering* *Sea,*\n*and* *Western* *Aleutians* *districts.* *Credit:* *NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_grid_ai.png)\n, ![*Map* *of* *the* *eastern* *Bering* *Sea* *and* *northern* *Bering*\n*Sea* *2023* *survey* *stations* *with* *the* *50m,* *100m,* *and*\n*200m* *bathymetry* *lines.* *Credit:* *NOAA*\n*Fisheries.*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_grid_bs.png)\n, ![*Map* *of* *the* *eastern* *Bering* *Sea* *and* *northern* *Bering*\n*Sea* *2025* *survey* *station* *grid* *and* *the* *50* *m,* *100* *m,*\n*and* *200* *m* *bathymetry* *lines.* *Credit:* *NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_grid_ebs.png)\n, ![*The* *Gulf* *of* *Alaska* *bottom* *trawl* *survey.* *This*\n*survey* *covers* *the* *Shumagin,* *Chirikof,* *Kodiak,* *Yakutat,*\n*and* *Southeastern* *districts.* *Credit:* *NOAA*\n*Fisheries*](https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_grid_goa.png)\n\n## Mean Plot\n\n\u003cfigure\u003e\n\u003cimg\nsrc=\"https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_mean_bs.png\"\nalt=\"The time series mean bottom temperatures from the NOAA Fisheries eastern Bering Sea (1982-2024; 42 years) and northern Bering Sea (2010-2023; 6 years) bottom trawl surveys. These data are publicly accessible on Fisheries One Stop Shop data platform (https://www.fisheries.noaa.gov/foss) and the coldpool R package (https://github.com/afsc-gap-products/coldpool). Credit: NOAA Fisheries\" /\u003e\n\u003cfigcaption aria-hidden=\"true\"\u003e\u003cem\u003eThe\u003c/em\u003e \u003cem\u003etime\u003c/em\u003e\n\u003cem\u003eseries\u003c/em\u003e \u003cem\u003emean\u003c/em\u003e \u003cem\u003ebottom\u003c/em\u003e \u003cem\u003etemperatures\u003c/em\u003e\n\u003cem\u003efrom\u003c/em\u003e \u003cem\u003ethe\u003c/em\u003e \u003cem\u003eNOAA\u003c/em\u003e \u003cem\u003eFisheries\u003c/em\u003e\n\u003cem\u003eeastern\u003c/em\u003e \u003cem\u003eBering\u003c/em\u003e \u003cem\u003eSea\u003c/em\u003e \u003cem\u003e(1982-2024;\u003c/em\u003e\n\u003cem\u003e42\u003c/em\u003e \u003cem\u003eyears)\u003c/em\u003e \u003cem\u003eand\u003c/em\u003e \u003cem\u003enorthern\u003c/em\u003e\n\u003cem\u003eBering\u003c/em\u003e \u003cem\u003eSea\u003c/em\u003e \u003cem\u003e(2010-2023;\u003c/em\u003e \u003cem\u003e6\u003c/em\u003e\n\u003cem\u003eyears)\u003c/em\u003e \u003cem\u003ebottom\u003c/em\u003e \u003cem\u003etrawl\u003c/em\u003e \u003cem\u003esurveys.\u003c/em\u003e\n\u003cem\u003eThese\u003c/em\u003e \u003cem\u003edata\u003c/em\u003e \u003cem\u003eare\u003c/em\u003e \u003cem\u003epublicly\u003c/em\u003e\n\u003cem\u003eaccessible\u003c/em\u003e \u003cem\u003eon\u003c/em\u003e \u003cem\u003eFisheries\u003c/em\u003e \u003cem\u003eOne\u003c/em\u003e\n\u003cem\u003eStop\u003c/em\u003e \u003cem\u003eShop\u003c/em\u003e \u003cem\u003edata\u003c/em\u003e \u003cem\u003eplatform\u003c/em\u003e \u003cem\u003e(\u003ca\nhref=\"https://www.fisheries.noaa.gov/foss\"\nclass=\"uri\"\u003ehttps://www.fisheries.noaa.gov/foss\u003c/a\u003e)\u003c/em\u003e \u003cem\u003eand\u003c/em\u003e\n\u003cem\u003ethe\u003c/em\u003e \u003cem\u003ecoldpool\u003c/em\u003e \u003cem\u003eR\u003c/em\u003e \u003cem\u003epackage\u003c/em\u003e \u003cem\u003e(\u003ca\nhref=\"https://github.com/afsc-gap-products/coldpool\"\nclass=\"uri\"\u003ehttps://github.com/afsc-gap-products/coldpool\u003c/a\u003e).\u003c/em\u003e\n\u003cem\u003eCredit:\u003c/em\u003e \u003cem\u003eNOAA\u003c/em\u003e \u003cem\u003eFisheries\u003c/em\u003e\u003c/figcaption\u003e\n\u003c/figure\u003e\n\n## Anomaly Plot\n\n\u003cfigure\u003e\n\u003cimg\nsrc=\"https://github.com/afsc-gap-products/survey-live-temperature-map/blob/main/examples/current_anom_bs.png\"\nalt=\"Ocean bottom temperature anomaly of the mean bottom temperatures from the eastern (1982-2022; 40 years) and northern Bering Sea (2010-2022; 5 years) bottom trawl surveys compared to their respective 2023 survey stations. Credit: NOAA Fisheries\" /\u003e\n\u003cfigcaption aria-hidden=\"true\"\u003e\u003cem\u003eOcean\u003c/em\u003e \u003cem\u003ebottom\u003c/em\u003e\n\u003cem\u003etemperature\u003c/em\u003e \u003cem\u003eanomaly\u003c/em\u003e \u003cem\u003eof\u003c/em\u003e \u003cem\u003ethe\u003c/em\u003e\n\u003cem\u003emean\u003c/em\u003e \u003cem\u003ebottom\u003c/em\u003e \u003cem\u003etemperatures\u003c/em\u003e \u003cem\u003efrom\u003c/em\u003e\n\u003cem\u003ethe\u003c/em\u003e \u003cem\u003eeastern\u003c/em\u003e \u003cem\u003e(1982-2022;\u003c/em\u003e \u003cem\u003e40\u003c/em\u003e\n\u003cem\u003eyears)\u003c/em\u003e \u003cem\u003eand\u003c/em\u003e \u003cem\u003enorthern\u003c/em\u003e \u003cem\u003eBering\u003c/em\u003e\n\u003cem\u003eSea\u003c/em\u003e \u003cem\u003e(2010-2022;\u003c/em\u003e \u003cem\u003e5\u003c/em\u003e \u003cem\u003eyears)\u003c/em\u003e\n\u003cem\u003ebottom\u003c/em\u003e \u003cem\u003etrawl\u003c/em\u003e \u003cem\u003esurveys\u003c/em\u003e \u003cem\u003ecompared\u003c/em\u003e\n\u003cem\u003eto\u003c/em\u003e \u003cem\u003etheir\u003c/em\u003e \u003cem\u003erespective\u003c/em\u003e \u003cem\u003e2023\u003c/em\u003e\n\u003cem\u003esurvey\u003c/em\u003e \u003cem\u003estations.\u003c/em\u003e \u003cem\u003eCredit:\u003c/em\u003e \u003cem\u003eNOAA\u003c/em\u003e\n\u003cem\u003eFisheries\u003c/em\u003e\u003c/figcaption\u003e\n\u003c/figure\u003e\n\n# Relevant publications\n\n**Learn more about these surveys and ocean temperatures around Alaska**\n(Hoff, 2016; Markowitz et al., 2024, 2024; Rohan et al., 2022; Siple et\nal., 2024; Von Szalay et al., 2023; Zacher et al., 2024).\n\n\u003cdiv id=\"refs\" class=\"references csl-bib-body hanging-indent\"\nentry-spacing=\"0\" line-spacing=\"2\"\u003e\n\n\u003cdiv id=\"ref-RN979\" class=\"csl-entry\"\u003e\n\nHoff, G. R. (2016). *Results of the 2016 eastern Bering Sea upper\ncontinental slope survey of groundfishes and invertebrate resources*\n(NOAA Tech. Memo. NOAA-AFSC-339). U.S. Dep. Commer.\n\u003chttps://doi.org/10.7289/V5/TM-AFSC-339\u003e\n\n\u003c/div\u003e\n\n\u003cdiv id=\"ref-2023NEBS\" class=\"csl-entry\"\u003e\n\nMarkowitz, E. H., Dawson, E. J., Wassermann, S., Anderson, C. B., Rohan,\nS. K., Charriere, B. K., and Stevenson, D. E. (2024). *Results of the\n2023 eastern and northern Bering Sea continental shelf bottom trawl\nsurvey of groundfish and invertebrate fauna* (NOAA Tech. Memo.\nNMFS-AFSC-487; p. 242). U.S. Dep. Commer.\n\u003chttps://doi.org/10.25923/2mry-yx09\u003e\n\n\u003c/div\u003e\n\n\u003cdiv id=\"ref-RohanColdPool\" class=\"csl-entry\"\u003e\n\nRohan, S., Barnett, L., and Charriere, N. (2022). *Evaluating approaches\nto estimating mean temperatures and cold pool area from AFSC bottom\ntrawl surveys of the eastern Bering Sea* (NOAA Tech. Memo.\nNMFS-AFSC-456; p. 42). U.S. Dep. Commer.\n\u003chttps://doi.org/10.25923/1wwh-q418\u003e\n\n\u003c/div\u003e\n\n\u003cdiv id=\"ref-GOA2023\" class=\"csl-entry\"\u003e\n\nSiple, M. C., Szalay, P. G. von, Raring, N. W., Dowlin, A. N., and\nRiggle, B. C. (2024). *Data report: 2023 gulf of alaska bottom trawl\nsurvey* (NOAA Tech. Memo. AFSC processed report; 2024-09). U.S. Dep.\nCommer. \u003chttps://doi.org/10.25923/gbb1-x748\u003e\n\n\u003c/div\u003e\n\n\u003cdiv id=\"ref-AI2022\" class=\"csl-entry\"\u003e\n\nVon Szalay, P. G., Raring, N. W., Siple, M. C., Dowlin, A. N., Riggle,\nB. C., and Laman, E. A. and. (2023). *Data report: 2022 Aleutian Islands\nbottom trawl survey* (AFSC Processed Rep. 2023-07; p. 230). U.S. Dep.\nCommer. \u003chttps://doi.org/10.25923/85cy-g225\u003e\n\n\u003c/div\u003e\n\n\u003cdiv id=\"ref-SAPcrab2024\" class=\"csl-entry\"\u003e\n\nZacher, L. S., Richar, J. I., Fedewa, E. J., Ryznar, E. R., and Litzow,\nM. A. (2024). *The 2024 eastern Bering Sea continental shelf trawl\nsurvey: Results for commercial crab species DRAFT* \\[NOAA Tech. Memo.\\].\n\u003chttps://www.fisheries.noaa.gov/resource/document/draft-2024-eastern-bering-sea-crab-technical-memorandum\u003e\n\n\u003c/div\u003e\n\n\u003c/div\u003e\n\n# Suggestions and Comments\n\nIf you see that the data, product, or metadata can be improved, you are\ninvited to create a [pull\nrequest](https://github.com/afsc-gap-products/survey-live-temperature-map/pulls),\n[submit an issue to the GitHub\norganization](https://github.com/afsc-gap-products/data-requests/issues),\nor [submit an issue to the code’s\nrepository](https://github.com/afsc-gap-products/survey-live-temperature-map/issues).\n\n## R Version Metadata\n\n## NOAA README\n\nThis repository is a scientific product and is not official\ncommunication of the National Oceanic and Atmospheric Administration, or\nthe United States Department of Commerce. All NOAA GitHub project code\nis provided on an ‘as is’ basis and the user assumes responsibility for\nits use. Any claims against the Department of Commerce or Department of\nCommerce bureaus stemming from the use of this GitHub project will be\ngoverned by all applicable Federal law. Any reference to specific\ncommercial products, processes, or services by service mark, trademark,\nmanufacturer, or otherwise, does not constitute or imply their\nendorsement, recommendation or favoring by the Department of Commerce.\nThe Department of Commerce seal and logo, or the seal and logo of a DOC\nbureau, shall not be used in any manner to imply endorsement of any\ncommercial product or activity by DOC or the United States Government.\n\n## NOAA License\n\nSoftware code created by U.S. Government employees is not subject to\ncopyright in the United States (17 U.S.C. §105). The United\nStates/Department of Commerce reserve all rights to seek and obtain\ncopyright protection in countries other than the United States for\nSoftware authored in its entirety by the Department of Commerce. To this\nend, the Department of Commerce hereby grants to Recipient a\nroyalty-free, nonexclusive license to use, copy, and create derivative\nworks of the Software outside of the United States.\n\n\u003cimg src=\"https://raw.githubusercontent.com/nmfs-general-modeling-tools/nmfspalette/main/man/figures/noaa-fisheries-rgb-2line-horizontal-small.png\" alt=\"NOAA Fisheries\" height=\"75\"/\u003e\n\n[U.S. Department of Commerce](https://www.commerce.gov/) \\| [National\nOceanographic and Atmospheric Administration](https://www.noaa.gov) \\|\n[NOAA Fisheries](https://www.fisheries.noaa.gov/)\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.7289/V5/TM-AFSC-339","https://doi.org/10.25923/2mry-yx09","https://doi.org/10.25923/1wwh-q418","https://doi.org/10.25923/gbb1-x748","https://doi.org/10.25923/85cy-g225"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["fisheries","noaa","fisheries-management","bibtex","citations","open-science","writing","reports"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/3353","html_url":"https://ost.ecosyste.ms/projects/3353"}