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 "description": "In 2014, the Marine Geospatial Ecology Lab (MGEL) of Duke University began work with the Northeast Regional Ocean Council (NROC), the NOAA National Centers for Coastal Ocean Science (NCCOS), the NOAA Northeast Fisheries Science Center (NEFSC) and Loyola University Chicago, as part of the Marine-life Data and Analysis Team (MDAT), to characterize and map marine life in the Northeast region in support of the Regional Ocean Plan. In 2015, the Mid-Atlantic Regional Council on the Ocean (MARCO) contracted with MDAT to build upon and expand this effort into the Mid-Atlantic planning area, and in support of the Mid-Atlantic Regional Ocean Plan. These research groups collaborated to produce \u201cbase layer\u201d predictive model products with associated uncertainty products for cetacean species or species guilds and avian species, and three geospatial products for fish species. Periodic updates to these base layer models and data are produced by the individual institutions in the MDAT team based on schedules set by the funders of each modeling effort. MDAT member MGEL produced the original version of the cetacean products in 2015 as part of the US Navy funded project \u201cHabitat-based cetacean density models for the U.S. Atlantic and Gulf of Mexico\u201d (Roberts et al. 2016).The publication, downloadable model results, and supplementary information can be found here: http://seamap.env.duke.edu/models/Duke-EC-GOM-2015/ In 2017, MGEL updated the source data, covariates, and modeling methodology to produce new models for 11 cetacean species or species guilds, a subset of the previous set of models. An additional update using the same methodology and source data occurred in fall of 2018 for 12 cetacean species or species guilds. MDAT compiled the Atlantic habitat-based density model results and four products characterizing model uncertainty. The individual species maps represent the results of distance sampling modeling methodology applied to over 20 years of aerial and shipboard cetacean surveys, linked with remote sensing and ocean model environmental covariates. The models extend to the US EEZ boundary along the entire US Atlantic coast, and some model results extend into Canadian waters. The 95% and 5% Confidence Interval, the Coefficient of Variation, and Standard Error grids are provided as supporting statistical measures of model uncertainty.",
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 "copyrightText": "Principle Investigators:\nMGEL Project: Jason J. Roberts, Laura Mannocci, Robert S. Schick, Patrick N. Halpin \u2013 Marine Geospatial Ecology Lab at Duke University\n\nMDAT Project:\nPatrick N. Halpin (PI) \u2013 Marine Geospatial Ecology Lab at Duke University; Earvin Balderama (Co-I) - Loyola University Chicago; Michael Fogarty (Co-I) - NOAA/NEFSC; Arliss Winship (Co-I) - NOAA/NCCOS\n\n\nCollaborators:\nData providers and model reviewers:\nEi Fujioka\nDebra L. Palka\nLance P. Garrison\nKeith D. Mullin\nTimothy V.N. Cole\nChristin B. Khan\nWilliam A. McLellan\nD. Ann Pabst\nSusan G. Barco\nTimothy A. Gowan\nRight Whale EWS Teams\nRobert A. DiGiovanni, Jr.\n\n\nMDAT members:\nEarvin Balderama (Co-I, Loyola University Chicago)\nJesse Cleary (Duke University)\nCorrie Curtice (Duke University)\nMichael Fogarty (Co-I, NOAA/NEFSC)\nPatrick N. Halpin (PI, Duke University)\nBrian Kinlan (NOAA/NCCOS)\nCharles Perretti (NOAA/NEFSC)\nMarta Ribera (TNC)\nJason Roberts (Duke University)\nEmily Shumchenia (NROC)\nArliss Winship (Co-I, NOAA/NCCOS)\n\nMethodology:\nSee Roberts et al. (2016, 2017, 2018). \nDatasets are listed in Table 5 of Curtice et al. (2019)\n\n\nMDAT Technical Report:\nCurtice, C., Cleary J., Shumchenia E., Halpin P.N. 2019. Marine-life Data and Analysis Team (MDAT) technical report on the methods and development of marine-life data to support regional ocean planning and management. Prepared on behalf of the Marine-life Data Analysis Team (MDAT). Accessed at: http://seamap.env.duke.edu/models/MDAT/MDAT-Technical-Report.pdf\n\n Corrie Curtice-1, Jesse Cleary-2, Emily Schumchenia-3, Patrick Halpin-2\n1 Marine Geospatial Ecology Laboratory, Nicholas School of the Environment, Duke University Marine Lab, Beaufort, NC, US\n2 Marine Geospatial Ecology Laboratory, Duke University, Durham, NC, US\n3 Northeast Regional Ocean Council, US\n\n\nMGEL Scientific Reports publication:\nRoberts J.J., Best B.D., Mannocci L., Fujioka E., Halpin P.N., Palka D.L., Garrison L.P., Mullin K.D., Cole T.V.N., Khan C.B., McLellan W.A., Pabst D.A. & Lockhart G.G. 2016.  Habitat-based cetacean density models for the U.S. Atlantic and Gulf of Mexico. Scientific Reports 6: 22615. doi: 10.1038/srep22615. Accessed at: http://www.nature.com/articles/srep22615\n\n Jason J. Roberts-1, Benjamin D. Best-1,2, Laura Mannocci-1, Ei Fujioka-1, Patrick N. Halpin-1, Debra L. Palka-3, Lance P. Garrison-4, Keith D. Mullin-5, Timothy V. N. Cole-3, Christin B. Khan-3, William A. McLellan-6, D. Ann Pabst-6 & Gwen G. Lockhart-7\n1Marine Geospatial Ecology Laboratory, Nicholas School of the Environment, Duke University, Durham, NC, USA. \n2Bren School of Environmental Sciences and Management, University of California, Santa Barbara, CA, USA. \n3Northeast Fisheries Science Center, National Marine Fisheries Service, Woods Hole, MA, USA. \n4Southeast Fisheries Science Center, National Marine Fisheries Service, Miami, FL, USA. \n5Southeast Fisheries Science Center, National Marine Fisheries Service, Pascagoula, MS, USA. \n6Biology and Marine Biology, University of North Carolina\nWilmington, NC, USA. \n7Virginia Aquarium & Marine Science Center, Virginia Beach, VA, USA.\n\nMGEL Navy 2017 Update Report:\nRoberts J.J., Mannocci L., Halpin P.N. 2017. Final Project Report: Marine Species Density Data Gap Assessments and Update for the AFTT Study Area, 2016-2017 (Opt. Year 1). Document version 1.4. Report prepared for Naval Facilities Engineering Command, Atlantic by the Duke University Marine Geospatial Ecology Lab, Durham, NC.\n\nJason J. Roberts-1, Laura Mannocci-1 Patrick N. Halpin-1\n1Marine Geospatial Ecology Laboratory, Nicholas School of the Environment, Duke University, Durham, NC, USA. \n\nMGEL Navy 2018 Update Report:\nRoberts J.J., Mannocci L., Schick R.S., Halpin P.N. 2018 Final Project Report: Marine Species Density Data Gap Assessments and Update for the AFTT Study Area, 2017-2018 (Opt. Year 2). Document version 1.2. Report prepared for Naval Facilities Engineering Command, Atlantic by the Duke University Marine Geospatial Ecology Lab, Durham, NC.\n\nJason J. Roberts-1, Laura Mannocci-1, Rob Schick-1, Patrick N. Halpin-1\n1Marine Geospatial Ecology Laboratory, Nicholas School of the Environment, Duke University, Durham, NC, USA. \n\n\nResource Provider:\nMarine Geospatial Ecology Lab (MGEL) at Duke University (marinelife_data@duke.edu), on behalf of MDAT.",
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