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SUMMARY:WA-BC AFS Workshop - Fishing for Clarity: Knowledge Modeling to Support Cross-Organizational Collaboration and Data Sharing About Salmon Escapement
DESCRIPTION:UPDATED March 5\, 2025 \nFishing for Clarity: Knowledge Modeling to Support Cross-Organizational Collaboration and\nData Sharing About Salmon Escapement \nAFS Washington-British Columbia Chapter Meeting Vancouver BC March 10\, 2025 9:00 am – 2:30 pm\nIn person attendees will be in the hotel Salon C (Cordova Level) \nWorkshop Description\nIn this workshop (sponsored by Fisheries and Oceans Canada\, NCEAS\, PSMFC StreamNet\, and PNAMP)\,\nparticipants will learn about using a knowledge modeling approach to integrate data across multiple\norganizations engaged in monitoring salmon spawner abundance. Focusing on the challenge of being able to\nintegrate salmon escapement observations across diverse entities\, workshop attendees learn about processes\nto develop a shared ontology\, starting with mapping of concepts that underlie salmon escapement\nobservations. The workshop will introduce participants to the skills needed to build scalable\, interoperable\ndata models\, an important component of enabling integrated data across organizations for better analysis and\ndecision-making. Workshop participants will be invited to a future workshop where we share practical tools\nand conduct further hands-on exercises to enable a roadmap for advancing data sharing and collaboration in\nsalmon management. \nWorkshop Objectives\n● Shared Understanding of Challenges: Identify and address challenges in integrating heterogeneous data\nfrom different systems and organizations.\n● Strategies for Standardizing Terms: Understand the key principles and methodologies of knowledge\nmodeling.\n● Best Practices for Salmon Data Stewardship: Invite critical review of best practices outlined in\nmanuscript\, identify missing best-practices\, coordinate authorship.\n● Next Steps for Continued Collaboration: Discuss strategies for ensuring the scalability and sustainability\nof data models in collaborative environments. \nWorkshop Flow:\nThe workshop will begin with brief roundtable introductions for in-person attendees and chat\nintroductions for virtual participants\, following a welcome from the hosts. The objectives and informal\,\ndiscussion-based format for the workshop will be outlined. \nMatt Jones (NCEAS) will set the stage by showcasing innovative data science and knowledge\nengineering solutions used to improve salmon data integration and discoverability in Alaska. Their\nwork will serve as a springboard for exploring how similar approaches could address inter-agency and\ntransboundary data-sharing challenges. \nInvited speakers will present their salmon data integration projects\, focusing on the challenges of\ndefining and standardizing terms and how they overcame them to integrate data from disparate\nsources. \nWe will also discuss an in-progress paper on salmon data stewardship principles\, inviting new\nco-authors to contribute ideas and continue collaboration beyond the workshop. \nThe hands-on session (1 hour) will be conducted in three breakout groups\, each working with a\ndifferent dataset. Two in-person groups will focus on NuSEDS and SALHub\, while the online breakout\ngroup will work with Streamnet CAX-NOSA. The session will consist of two 30 minute activities: 1)\nDecomposing dataset concepts – identifying core concepts and relationships within each dataset’s\nvocabulary; 2) Clustering identified concepts – organizing them into broader conceptual categories.\nParticipants will use Google Sheets and Mural for these activities. Each dataset will have a designated\nGoogle Sheet in the working drive here\, containing its vocabulary and definitions. Breakout group\nmembers will use these Sheets to guide their discussions\, while the Group Leader and Scribe will\ndocument key insights and results on the Mural Board. \nThe session will conclude with a discussion on next steps\, identifying potential tools\, processes\, and\nvenues for formal collaboration toward more interoperable international salmon data. \n 
URL:https://pnamp.org/event/workshop-fishing-for-clarity-knowledge-modeling-to-support-cross-organizational-collaboration-and-data-sharing-about-salmon-escapement/
LOCATION:Pinnacle Hotel Harbourfront\, 1133 West Hastings Street\, Vancouver\, BC\, V6E 3T3\, Canada
CATEGORIES:Data Management and Mobilization event
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