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Strategy 16 Submerged Aquatic Vegetation by conducting coordinated research and monitoring to identify areas that are ecologically suitable for restoration efforts Specifically our bull kelp habitat suitability modeling will produce map layers including Probabilities of Occurrence which provides a posterior distribution of the probability of encountering bull kelp given the precise underlying habitat configuration These map layers will identify additional potential bull kelp restoration sites and we will test these model predictions by using the ROV to scout and survey some of these locations Furthermore our partnership and coordinated actions with PSRF will enhance their ongoing restoration and monitoring efforts through increased substrate and community information provided by the ROV Through our joint field operations we will develop best practices for incorporating ROVs and AI methods of analysis into kelp forest restoration We believe 1 ROVs can significantly expand the area seafloor that we are able to survey and 2 that our AI methods of image analysis will greatly expedite data processing and the communication of results to kelp forest managers As an example consider the following thanks to the acoustic GPS system providing real time ROV positioning we can conduct numerous 100m benthic transects during a single ROV dive

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text:
At a speed of approximately 0 16 meters per second when surveying the ROV takes approximately 10 minutes to complete a single 100 meter transect From the benthic downward facing imagery we extract a still image from the video every six seconds so as to not either double or under count yielding 100 still images per 100 meter transect Within CoralNet the AI algorithm predicts percent coverage along 100 points randomly distributed across each still image yielding 10 000 points per 100 meter transect The protocols we developed will produce orders of magnitude more data than can presently be collected in situ Fully scaling up these ROV methods throughout Washington and beyond will transform our ability to monitor the health and resilience of benthic algae invertebrates and fishes We hope that the field and analytical methods we developed and now propose to implement will further the vision of SB 5619 Conserving and restoring kelp forests and eelgrass meadows in Washington state Every aspect of the ROV surveys and AI methods of analysis apply equally well in eelgrass Zostera marina meadows Our ROV has effectively surveyed above eelgrass on Whidbey and San Juan Islands and our AI methods can identify not

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text:
only living vs dead eelgrass shoots but also species of crabs and fish observed We believe harnessing these emerging ROV and AI methods is essential to optimally inform kelp and eelgrass conservation and it is our objective to help communicate and share our results and methods as widely as possible Cross cutting Considerations Describe how your proposal addresses at least one of the following cross cutting considerations climate change adaptation and resilience environmental justice priorities and or upholding or protecting tribal treaty rights Describe what outcomes or impacts you hope to achieve or contribute to You may include more than one cross cutting consideration but only one is necessary to receive full consideration Character limit 3 000 Climate change adaptation and resilience The highest order outcome for our ROV research is to develop open source both with respect to hardware and analytical software code inexpensive and readily implementable ROV survey capacity that other organizations and entities can adopt modify improve upon and implement We do not seek to replace SCUBA divers but rather envision developing and implementing an additional tool in the subtidal research conservation and restoration tool kit We believe the increasing accessibility of ROV technology and AI algorithms

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text:
have the potential to provide novel and transformative survey and analytical capacity to better understand the factors and processes underlying kelp forest health When integrated into long term benthic monitoring programs these novel methods can be leveraged to better understand how kelp forests respond to changing baseline conditions and or pulse perturbations i e we can better understand the patterns of kelp forest resilience Such information is essential to optimally guide kelp conservation and restoration practices in the wake of a changing climate Environmental justice priorities As an extension of our desire to develop and widely share our benthic survey methodology PI Randell has engaged with state federal tribal non profit and academic entities In particular he has prioritized reaching out and developing or expanding relationships with coastal tribes such as with the Makah Quileute and Hoh Tribes as well as with the Samish Indian Nation He lectured at Neah Bay High School and the Quileute Tribal School and he demonstrated the ROV out at sea with Makah Fisheries Management MFM Quileute Natural Resources and the Samish Indian Nation Following a day at sea with MFM personnel and MFM Interns where we ran the ROV above urchin barrens offshore of

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text:
Tatoosh Island MFM personnel are now considering purchasing their own Blue Robotics ROV in order to use it and the same acoustic GPS tracking system we use to map and monitor over time the boundaries of urchin barrens offshore of Neah Bay This is precisely the type of capacity we seek to help others develop and we will continue to make all information hardware and code publicly available Furthermore as part of our collaboration with the Port we are working with Sea Potential LLC which seeks to provide maritime career exposure to Black and Indigenous People of Color BIPOC that have historically been underrepresented in those fields Most recently PI Randell and Port personnel hosted Sea Potential and ten of their youth at the SA where the youth were able to fly both the SA and the Port ROVs off of Pier 59 We look forward to continuing to use the charisma of the ROV in order to engage BIPOC youth about the challenges facing coastal ecosystems as well as the research conservation and restoration methods being marshalled in response Budget SL Budget Category Narrative Provide an itemized description for how costs were estimated for each budget category Character limit

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1 250 per category Personnel Senior Personnel Dr Randell will lead all project activities including but not limited to coordinate communication among PSRF and the Port lead and coordinate all ROV activities including the diver ROV methods comparison organize coordinate and participate in fieldwork train staff volunteers report findings to partners collaborators the scientific community and end users direct the analysis of kelp forest imagery and prepare all final manuscripts We are requesting 25 of Zach s time per year over the 2 5 years of the grant period Other Personnel We are requesting 100 of a Research Technician s time over the 2 5 years of the grant period This new hire Technician will be necessary to scale up our research activities and the Technician will participate in all ROV fieldwork scientific diving video processing AI algorithm training data analysis and map creation The Technician will also participate in current and proposed outreach and engagement activities such as working with BIPOC youth as part of our ongoing partnership with Sea Potential LLC and through accompanying PI Randell on and leading their own school outreach activities Fringe Benefits The aquarium offers a generous benefits package equal to 35 of the

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text:
base salary including medical dental vision and other wellness related and employee assistance programs Travel The requested travel funds support the project s associated fieldwork costs throughout Puget Sound per year per diem cost housing avg 80 night person meals avg 50 day person and transportation avg 20 day person for gas 6 000 per year would cover two staff members in the field for five weeks over three field seasons We are requesting 18 000 in total Equipment Year 1 We are requesting 12 000 in year one to purchase a second Remotely Operated Vehicle ROV in the event that one is sidelined due to equipment failures ensuring the project can move forward efficiently and on time Additionally with two functioning ROVs we will have the capacity to deploy two at the same time doubling our efforts and capacity Years 2 and 3 We are also budgeting for replacement items that need to be replaced annually for two ROVs Items include o rings electronic and battery enclosures connecting cables thrusters and electronics The cost is approximately 2200 per ROV currently and we are increasing the costs in years two and three to 5000 to account for the effect of

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text:
inflation on equipment costs Supplies Contractual We are requesting 3000 per year in 2024 and 2025 to support PSRF vessel operator fees to continue monitoring and surveying sites Other Indirect Costs 10 max The Seattle Aquarium charges 10 overhead for grant award administration Preaward compliance review report for all applicants and recipients requesting EPA financial assistance draft application text Questions 1 7 omitted here though for the full application I plan to include myself Zach as primary point contact in this application 8 Organization Size Persons As of 5 11 2023 255 staff per Hieu XX volunteers awaiting word from Dave and Jules 9 Organization Mission Statement Inspiring Conservation of the Marine Environment 10 How are you committing to advancing kelp forest conservation or restoration in spirit with the terms of participation outlines above Our conservation programs focus on moving toward a future that embodies climate resilience sustainable seas and clean waters We envision a future in which all ocean and coastal communities survive and thrive where we can meet the needs of the present without compromising the communities or ecosystems of tomorrow Our conservation work encompasses four pillars research and field conservation animal care and rehabilitation policy and advocacy

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and social change In particular our Conservation Programs Partnerships CPP department is advancing kelp forest conservation and research via supporting novel Remotely Operated Vehicle ROV methods development The objective of this research is to advance kelp forest survey and data analysis methodologies Via utilizing small relatively inexpensive customizable and maneuverable ROVs we developed methods of conducting video surveys within canopy forming bull kelp beds This includes protocol development enabling our ROV to get into and out of canopy forming kelp beds without getting the ROV s tether tangled Furthermore we are training open source AI algorithms to extract metrics of abundance and percent coverage from our ROV imagery It is our belief that these field and analytical methods can expand and enhance our collective ability to survey analyze conserve and restore kelp forests Finally in order to enable other entities to develop similar ROV survey capabilities we are pursuing an open source framework For example you can learn more about our work including viewing ROV videos photos lists of hardware utilized media events synopsis documents and select funded proposals here 11 What is your motivation for joining the Kelp Forest Alliance Kelp forests are foundational ecosystems that provide robust ecological

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text:
functioning for numerous invertebrates fishes seabirds and marine mammals Furthermore along the Olympic Coast of Washington and within Puget Sound kelp forests and the species supported within have deep cultural significance to Indigenous and coastal communities Our hope in joining the Kelp Forest Alliance is to continue to engage with and contribute to the broader kelp forest conservation and restoration community Collaboration and partnerships are at the core of how CPP engages in research and conservation and we desire to learn from and coordinate with this broader community Just off the Elliot Bay waterfront beneath and around piers and ferries a mystery grows by the day up to several feet per day in fact Thick forests of green bull kelp wave ribbonlike appendages in ocean currents A thriving nurturing kelp canopy and understory host hungry young salmon at an all you can eat buffet a Pacific herring s breeding ground and growing juvenile rockfish larvae Yet trying to seed new kelp forests near Terminal 91 led to a mystery for the Port of Seattle when it didn t produce the proliferation expected Why was kelp thriving in one area but lackluster in another Could the cause be competition from algae

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text:
Water temperatures Or another reason So the Port kicked off a groundbreaking partnership in summer of 2022 a partnership now beginning to reveal the ocean s secrets After championing funding to restore kelp forests in the 2022 budget the Port of Seattle Commission approved a two year Seattle Aquarium pilot project to study and map kelp forests It combines Seattle Aquarium s expertise in kelp forest ecosystems underwater survey techniques and research technology to gather data and translate results Kelp is essential to Earth s ecosystem decreasing ocean acidification impacts in the Salish Sea Kelp forests found only in temperate waters also offer an enormous economic contribution emanating from the boost kelp provides fisheries carbon absorption and nitrogen removal from ocean waters South Puget Sound some kelp forests by up to 90 endangering ecological and economic resources With research the Port and its partners are actively trying to preserve and revive kelp forests But first the ocean s secrets must be revealed Exploring the unknown first drew marine biologist Zachary Randell to the field He learned to dive in Alaska where rocky reefs contain mysteries Randell now leads the Seattle Aquarium s kelp investigations as a Research Scientist Temperate waters

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text:
from Alaska to California make diving challenging the cold water provides more nutrients which leads to more plankton algae To learn more about the kelp beds the Aquarium Remotely Operated Vehicle ROV named Nereo for underwater gumshoe work Nereo is a bright blue device about the size of six large shoeboxesElliott Bay s relatively shallow seafloor 5 40 meters depth We can use the ROV to explore areas we wouldn t necessarily be able to access and cover a lot of ground while doing so Randell says Nereo s lights help gather imagery at a consistent scale with increased color and definition captured creatures finding food habitat and refuge in the kelp forest focus on August through October when visibility is best and kelp s spring fall growing season is winding down Then back in the lab researchers open source artificial intelligence AI program how to identify various creatures distinguishing a sea star fleshy red algae process thousands of hours of film in a fraction of the time a humanresearchers gain new insights into why kelp flourishes in one location but not another Staff combines Nereo s efforts with subtidal monitoring sites and tools such as King County s water

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