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Tea m Lea d cinde donoghue dnr wa gov Mark Donnahugh Sa lish Seawe eds Owner info sali shseaweeds com Phil lip Dionne WDFW Fi sh and Wil dlife Research Sci enti st phillip dionne dfw wa gov Davi d Duggins UW FHL Resident Sci enti st dduggins uw edu Robi n Fa les UW FHL Graduate student rj fales uw edu E liza Heery UW FHL Postdoctoral Fellow eliza heery gma il com Paul Herschberger USGS Marrowstone Ma rine Field Sta tion Station Leader and Resea rch Fish Biologist phershberger usgs gov Wendell Raymond UW FHL Nearshore Ecology Resea rch Scientist wraymond uw edu Beth Tate Jen Jay Inc San Juan County Marine Resources Committe e Lead Wi ldli fe Biologist beth jenjayinc com Brooke Weigel UW FHL Postdoctoral Fellow blwei gel uw edu 1 North Pacific Coast Marine Re sources Committee NPC MRC REQUEST FOR PROPOSALS 2022 2023 Funding Round 1 Name of the project Remotely Operated Vehicle ROV testi ng and Artificial Intelligence AI analys es a pilot study to spark a long term Outer Coast monitoring program 2 Lead organization and Contact Dr Zachary Randell Special Projects V olunteer Seattle Aquarium 408 660 7842 z randell

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seattleaquarium org 1483 Alaskan Way Pier 59 Seattle WA 98101 3 Start and end dates for the project March 1 st 202 2 December 31 st 2022 4 Delivera b les 1 W e will develop protocols for operating a small ROV just off the bottom in relatively shallow 5 4 0m depths including along urchin barren understory algae and kelp canopy forming locations 2 Trained mach ine learning algorithms will be made public that classify a percent coverage of colonial sessile and aggregate d benthic taxa and b abundances of conspicuous species such as sea urchins s ea star s certain macroalgae demersal and some within transect midwater fishes 3 Randell will create text and video tutorials the latter of which will be posted to YouTube so that other researchers c an incorporate these AI methods either via us ing the trained algorithms we propose to generate or through training new algorithms from their own imagery 4 W e will work with Bill Monette in Neah Bay to host aSchools Without Walls event about ROV surveys ofthe benthos We will also workwith Camden Jones at Neah Bay HighSchool and Alice Ryan at the Quileute Tribal School to develop lectures

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text:
about kelp forest ecology in a changing climat e We propose to develop ROV based field trip s for these classrooms and in collaboration with OCNMS and Alice we will interface our project with the MATE ROV competition 5 We will regul arly update and make presentations the Intergovernmental Policy Coun cil Sanctuary Advisory Council and Washington Coastal Marine Advisory Committee L ikewise we wil l regularly update and make a final report to the North Pacific Coast Marine Resources Committee Project Staff Principal Investigator PI Dr Zachary Randell Seattle Aquarium CV attached Dr Shawn Larson Seattle Aquarium CV Partners alphabetically listed Letters of Support attached at the end of this document Dr Henry Carson Washington Department of Fish and Wildlife WDFW Dr Blake Feist NOAA National Marine Fisheries Service NMFS Nicole Harris Olympic Coast Nationa l Marine Sanctuary OCNMS William Jasper Makah Fisheries Management MFM Camden Jones Neah Bay High School NBHS Cape Flattery School District CFSD Bill Monette Makah Tribe Robert Pacunski WDFW Alice Ryan Quileute Tribal School QTS Dr Jodie Toft Puget Sound Restoration Fund P SRF Jenny Waddell OCNMS Katie Wrubel OCNMS 2 7 Geog raph ic Area We pr op ose to con du ct

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text:
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text:
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text:
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