{"podcast":{"title":"The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography","slug":"the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634","podcast_index_feed_id":743634,"rss_url":"https://mapscaping.podbean.com/feed.xml","website_url":"https://mapscaping.com/podcasts/","image_url":"https://pbcdn1.podbean.com/imglogo/image-logo/4204498/The_MapScaping_Podcast_new.jpg","author":"MapScaping","episode_count":256,"summary":"A podcast for the mapping community. Interviews with the people that are shaping the future of GIS, geospatial and the mapping world. This is a podcast for the GIS and geospatial community https://mapscaping.com/","last_synced_at":null,"page_url":"https://stenobird.com/podcast/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634"},"episode":{"title":"Mapping Your Own World: Open Drones and Localized AI","slug":"mapping-your-own-world-open-drones-and-localized-ai","published_at":"2025-12-18T04:46:00+00:00","page_url":"https://stenobird.com/podcast/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634/mapping-your-own-world-open-drones-and-localized-ai","show_page_url":"https://stenobird.com/podcast/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634","url":"https://mapscaping.podbean.com/e/mapping-your-own-world-open-drones-and-localized-ai/","audio_url":"https://mcdn.podbean.com/mf/web/hn6zx75j5sa57ihd/MapScaping_-_HOT8lggt.mp3","summary":"What if communities could map their own worlds using low-cost drones and open AI models instead of waiting for expensive satellite imagery? In this episode with Leen from HOT (Humanitarian OpenStreetMap Team), we explore how they're putting open mapping tools directly into communities' hands—from $500 drones that fly in parallel to create high-resolution imagery across massive areas, to predictive models that speed up feature extraction without replacing human judgment. Key topics: Why local knowledge beats perfect accuracy The drone tasking system: how multiple pilots map 80+ square kilometers simultaneously AI-assisted mapping with humans in the loop at every step Localizing AI models so they actually understand what buildings in Chad or Papua New Guinea look like The platform approach: plugging in models for trees, roads, rooftop material, waste detection, whatever communities need The tension between speed and OpenStreetMap's principles Why mapping is ultimately a power game—and who decides what's on the map","meta_description":"What if communities could map their own worlds using low-cost drones and open AI models instead of waiting for expensive satellite imagery? In this episod…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1963,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634/episodes/mapping-your-own-world-open-drones-and-localized-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634/mapping-your-own-world-open-drones-and-localized-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}