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      "title": "The Walksheds Tool: Evaluating Pedestrian Accessibility Using OSM Data",
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      "title": "How We Prepared HIFLD for the Singularity",
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      "title": "Embedding Tiles: Should We Be Structuring Open Map Data for AI?",
      "description": "AI models are increasingly integrating open map data into their data corpus. Should the community leave AI labs to their own devices or help intermediate this interaction? To this end we are proposing vector map embedding tiles: a data format that augments open map data with semantic and visual embeddings and lightweight visual-language descriptions derived from imagery. The goal is to demonstrate how open map data can be transformed into on device AI assets while setting standards on privacy.",
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      "title": "Open Wetlands Map - an accessible, community-maintained dataset of wetland observations",
      "description": "Wetlands filter our water & protect our communities. Despite their importance, up-to-date wetland data remains fragmented, resulting in decision-making based on incomplete information. To address this, we are collaborating with OSM US to create the Open Wetlands Map — enabling everyone from kayakers to agencies to add their observations in the first openly accessible, community maintained dataset for wetlands. This session provides a chance for the OSM community to shape this new shared asset.",
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      "id": "1151668",
      "title": "Safeguarding America's Open Infrastructure Data: OSM As An Ecosystem Enabler",
      "description": "The federal open-data portal HIFLD Open long curated geospatial data layers on critical infrastructure from across agencies. But its 2025 shutdown by DHS wiped out a common reference point for officials protecting communities from disasters. This talk will discuss grassroots HIFLD Open data-preservation efforts and OSM's potentially pivotal role in shaping them. These efforts include HIFLD Next, our new community-driven data-stewardship project with the Public Environmental Data Partners.",
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      "id": "1152421",
      "title": "Good vibes about places",
      "description": "In the United States, we have long classified populated places based on diverse personal perspectives, resulting in a patchwork that is inadequate for data consumers and difficult for users to understand. How can we bring more certainty and predictability to place classification while imbuing the map with obvious information that has previously gone unrecorded? Building on past approaches, I propose a more data-driven approach to functionally classifying places that is more needed than ever.",
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      "id": "1151455",
      "title": "Can you make a legal map with OpenStreetMap?",
      "description": "Boundary disputes are a major but little-known challenge in mapping: how can you show disputed borders between neighboring countries that claim the same territory? Here in the U.S. we’re used to seeing dashed lines on maps for these cases with the understanding that our point of view is neutral, a \"view from nowhere\" that’s no longer workable.\r\n\r\nHow can we build up a legal multiview boundary set from just OSM data and its links to Wikidata? And do it so that it can accept contributions?\r\n",
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      "id": "1151651",
      "title": "Thematic OpenStreetMap with TheMap.is",
      "description": "OSM has a LOT of data, it can be hard to sift through it all! TheMap.is lets you easily browse OSM data by theme so you can focus on just the data you care about. Choose from thousands of built-in themes, such as playgrounds, vegan food, bus stops, or canoe routes. Each theme has a shareable dashboard, so you and your org can easily collaborate with others to quickly review and improve the data in your interest area. This talk is for beginners and advanced OSM users alike.",
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      "id": "1134194",
      "title": "OHM: In Search of the Eastern Turnpike",
      "description": "The Eastern Turnpike operated between the areas of Albany NY and Williamstown MA from 1799 into the late 19th century. A private toll road, it was typical of the period. There were many such roads in upstate NY. i will discuss sources - old topo maps, highway department records, NYS lidar data, and records from the NY State Archive.",
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