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that are optimally configured for bull kelp restoration Approach and Methodology Describe your approach to the proposed scope of work Include the methodology and technical considerations to complete proposed tasks and deliverables and achieve the desired outputs and outcomes Character limit 5 500 ROV methods to conduct kelp forest surveys One of the central challenges of placing and evaluating bull kelp restoration is the limitation of currently available benthic data ROVs have the potential to radically expand the spatial extent across which we survey algae invertebrates fishes and substrate characteristics along the benthos yet ROVs have yet to be systematically integrated into kelp forest monitoring programs Traditionally ROVs have been large expensive and were deployed from seafaring vessels to explore deep oceanic locations Recent technological advances however have produced models that are small maneuverable customizable and inexpensive enough to warrant integration kelp forest research and conservation In partnership with the Port and North Pacific Coast MRC Dr Zachary Randell and Megan Williams in the SA s Conservation Programs and Partnerships department have customized a small ROV to conduct benthic surveys within bull kelp forests This ROV is rated to a depth of 100m has a 150m tether and has reliably

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text:
surveyed while pushing against a 3kt current along the Olympic Peninsula It has proven more than capable of handling the coastal Washington s subtidal conditions The ROV records high resolution 4K 30fps image stabilized downward and forward facing video of the benthos capturing substrate type understory red brown and green algae eelgrass canopy forming kelp sessile and mobile invertebrates and fish along and above the seafloor To generate metrics of percent coverage from our imagery we use CoralNet an open source Artificial Intelligence AI program that allows us to quantify substrate type e g sand silt shell debris cobble hard substrate anthropogenic substrate wood etc as well as colonial aggregated taxa such as understory algae colonial sponges and tunicates and more To create metrics of individually conspicuous objects i e to identify individuals we are using VIAME another open source AI program With VIAME we measure abundances of bull kelp stipes sea urchins sea stars crabs solitary anemones fishes etc To keep our imagery at a consistent scale the ROV uses a Ping Sonar Altimeter to survey 1 meter above the benthos The ROV also has an acoustic GPS tracking system enabling us to monitor and record its geospatial position

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text:
throughout a dive The obvious concern when operating an ROV in bull kelp is that the tether will become entangled in kelp which could immobilize the vehicle and require a dive team to retrieve the vehicle We have developed methods of coordinating tether management and ROV movement to consistently minimize and avoid tether entanglement when operating in bull kelp forests After surveying straight 100m into a kelp forest along a depth gradient we turn the ROV around begin ascending locate the tether then carefully follow the tether back out of the bed As we value and prioritize open source information video of our methods of extricating the ROV from bull kelp and much more is publicly available at Scope of Work 1 Task 3 In collaboration with the Port summer 2022 PI Randell established eight benthic ROV survey sites throughout Elliott Bay with each site comprised of four 100m transects totaling 32 100m transects We propose to expand upon this ongoing program to establish four additional sites where SA research divers collect benthic data concurrently with the ROV To capture variation in substrate type and species present we will place two diver ROV sites in Elliott Bay and two in

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text:
the San Juan Islands SA divers will use Reef Check benthic survey protocols which is the adopted standard that PSRF and other dive programs rely upon 2 Task 4 In concert with PSRF we propose to fly the ROV along and around their current bull kelp restoration locations at Jefferson Head and Morse Creek We will accompany PSRF divers with the ROV once more collecting both modes of data at the same time to better understand how the two methods compare when evaluating the outplanted population Furthermore to gather higher temporal resolution information about the health and growth patterns of PSRF s kelp we will conduct more frequent additional ROV dives at both sites 3 Task 5 To create bull kelp habitat suitability models we will pair our spatially explicit community and substrate data with habitat characteristics derived from public side scan sonar and bathymetry data Via analysis with the Benthic Terrain Modeler tool in ArcGIS we will extract and classify physical attributes such as substrate type slope rugosity depth distance to shore etc Then with the ROV s spatially referenced community data we will create Bayesian Networks to compile high resolution species specific maps of a Probabilities of Occurrences

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text:
POs the posterior probability of encountering a species given the underlying substrate characteristics b measurements of uncertainty from the posterior distribution of the POs and c experience maps delineating locations with habitat features similar to locations that are data rich i e locations that exhibit habitat features similar to the areas that calibrated the model These maps will provide specific locations that exhibit substrate features similar to areas found to be favorable to bull kelp growth and we will subsequently scout and survey some of these locations with the ROV Tasks Deliverables and Timeframe Task Descriptions Briefly describe each of the proposed tasks including required tasks Tasks 1 Task 2 Task 6 and up to three tasks specific to the proposal Task 3 Task 4 and Task 5 See the Habitat Strategic Initiative Lead RFP for more information on required and conditional tasks Character limit 3 500 Task 1 Project development and conditional tasks We will complete all required documentation ahead of the project start date including but not limited to QAPP documentation and the initial and final project factsheets which summarize project outcomes lessons learned and next steps As necessary and determined by the HSIL subaward manager we will

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text:
also complete project location information ground disturbing activity and the inadvertent discovery plan Ground disturbing activity is not proposed within our scope of work Task 2 Administration and reporting In line with required reporting and deadlines we will submit quarterly progress reports on or before January 15 April 15 July 15 and October 15 We will also submit semiannual FEATS reports detailing project billing by task Finally as determined by HSIL subaward manager we will submit MBE WBE and WQX reporting as well as contracts subawards documentation Task 3 SCUBA diver and ROV methodological comparison In order to enable our diver ROV comparison to capture geographic variation in substrate type as well as benthic community structure we will establish four new joint diver ROV index sites two in Elliott Bay offshore of Centennial Park and the Elliott Bay Marina breakwater in partnership with the Port and two in the San Juan Islands offshore of Brown Island and Turn Rock These four sites will be surveyed biannually in the winter and summer in 2023 and 2024 to understand how our methods vary given annual vegetation being largely absent in the winter and present in the summer The data analysis and manuscript

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text:
preparation required will continue into and will conclude Q2 2025 PI Randell will lead field operations data analysis manuscript preparation and submission and the communication of results among the Washington kelp forest community The Research Technician budgeted within this proposal is required to scale up the field work video processing AI training and the data analysis required Task 4 Monitor existing partner sites wild and restored We will partner with PSRF to fly the ROV along their Jefferson Head and Morse Creek bull kelp restoration locations in 2023 25 during the biweekly March June sampling and we will survey and compare native vs restored bull kelp beds on the east and west sides of Puget Sound Task 5 Habitat suitability modeling and site scouting to guide bull kelp restoration We will use habitat and species information to generate bull kelp habitat suitability models Based on data collected in Tasks 3 4 these habitat suitability models will generate maps with locations calculated to be favorable to bull kelp growth We will use these maps to further scout and survey potential bull kelp restoration sites and we will make these map layers publicly available to advance restoration goals Task 6 Broader Impacts

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text:
and Communications We plan to share our project findings and outcomes through a variety of channels including scientific manuscripts webinars Lunch and Learns for Seattle Aquarium staff and volunteers conferences and workshops We will present at the Salish Sea Ecosystems Conference and will convene a central Puget Sound kelp monitoring and recovery workshop at the end of the grant period We also plan to prepare written memos to share with relevant audiences including high quality photo and video imagery from the field Deliverables Timeframe Responsible Organization List the major deliverables or outputs associated with the tasks or activities described above timeframe for completion and the responsible organization Character limit 500 per major deliverable box Ground Disturbing Work NA Does your proposal include the potential for ground disturbing work If yes briefly summarize the potential ground disturbing work Examples include activities related to site preparation planting maintenance fencing research data collection and monitoring Briefly state methods maximum depth of ground disturbance and consideration of potential staging areas such as equipment or vehicle parking or temporary access roads that would result in disturbance Character limit 1 500 Our proposal does not include the potential for ground disturbing work Programmatic Capability Project Team

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text:
and Partnerships Applicant Coalition Partnerships and Engagement Describe any collaborations or partnerships associated with your proposal including any formal applicant coalitions established to improve coordination and reduce duplication of efforts within a geography or line of work Also describe any stakeholder engagement public support notification or involvement that is associated with your proposal Character limit 2 000 Puget Sound Restoration Fund The SA partnered with PSRF and others in late 2019 to advance pinto abalone recovery in the Salish Sea The SA built a large pinto abalone hatchery to increase capacity for abalone out planting In June 2021 we received our first cohort of larvae and juveniles which we reared in the new pinto abalone nursery and released into restoration sites around the San Juan Islands spring 2022 We now propose to expand our collaboration with PSRF to include kelp forest monitoring and restoration efforts throughout Puget Sound Port of Seattle In 2022 the SA and Port initiated the Urban Kelp Research Project to fund the development testing and implementation of ROV surveys throughout Elliott Bay Our objective is to better understand how substrate type as well as other species and environmental variables affect the persistence of bull kelp throughout

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text:
Elliott Bay In partnership with the Port we propose to expand this Urban Kelp work by establishing new ROV diver index sites along Centennial Park and south of Elliott Bay Marina These locations are highly accessible by boat divers ROV and thus provide the ideal testing ground from an ease of field logistics standpoint from which to base our diver ROV methods comparison Engagement We strive to make our conservation actions as accessible as possible The SA enjoys over 800 000 visitors annually which our Conservation Engagement and Learning CEaL team engages to further our mission to Inspire Conservation of our Marine Environment CEaL creates educational programs for local communities and classrooms including the Connections program that prioritizes engaging with BIPOC communities Our ROV research and imagery is visually charismatic and readily resonates with youth We will continue to use this charisma to engage and educate about the challenges facing coastal ecosystems and the methods we are using to conserve and recover imperiled species and ecosystems Project Team In the table below briefly describe the expertise and capabilities of the project team including key staff from each organization that will implement this proposal Character limit 500 per experience box Readiness

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text:
to Proceed and Risk Assessment Describe how you have prepared for this work and why you are ready to proceed with implementation by spring 2023 Identify which elements of your project are the highest risk and may cause challenges or delays Describe how you will manage any risk or uncertainties that may arise within your project Character limit 1 500 PI Randell was hired at the SA as Research Scientist March 2022 Since that time he and Research Technician Williams hired August 2022 have 1 customized a ROV for kelp forest surveys including the optimization of benthic lights and cameras 2 developed standardized ROV kelp forest survey protocols 3 developed AI image analysis pipelines and 4 initiated a ROV benthic monitoring program with the Port in Elliott Bay Everything we propose here has gone through multiple iterations of trial and error and adaptation following field tests We now propose to implement these methods as well as our adaptive approach to help inform bull kelp restoration In terms of uncertainties setting aside ROV entanglement within kelp addressed above in Methodology the greatest limiting factor is water visibility There is no lighting configuration that can produce high quality video when the water

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text:
is green and full of particulates Indeed there is not much utility in conducting ROV surveys in July and early August at the peak of algae blooms To work around this inherent seasonality we have identified key windows when 1 bull kelp growth is still at a maximum and 2 the water clears up following the summer s blooms late August September and early October all provided excellent imagery in 2022 We can also survey in spring March April May when kelp has recruited but has yet to form thick surface canopies and when the annual blooms have yet to fully materialize Measures of Impact and Key Outcomes Describe how the proposal advances the selected Investment Priority Identify at least one primary Habitat Implementation Strategy desired outcome from the selected Investment Priority and explain how your proposal makes progress towards this outcome and the associated 2022 2026 Action Agenda action key opportunity Describe the anticipated habitat outcomes of your proposal as well as any multi benefit outcomes Include both immediate and long term benefits and impacts and where possible quantify those benefits Character limit 3 000 The work proposed here with PSRF and the Port will directly address Action Agenda

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