{"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":"Natural Language Geocoding","slug":"natural-language-geocoding","published_at":"2024-08-01T01:00:57+00:00","page_url":"https://stenobird.com/podcast/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634/natural-language-geocoding","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/natural-language-geocoding/","audio_url":"https://mcdn.podbean.com/mf/web/t44b4deawjmti5a9/Natural_Language_Geocoding6yiv3.mp3","summary":"In this episode, I welcome Jason Gilman, a Principal Software Engineer at Element 84, to explore the exciting world of natural language geocoding. Key Topics Discussed: Introduction to Natural Language Geocoding: Jason explains the concept of natural language geocoding and its significance in converting textual descriptions of locations into precise geographical data. This involves using large language models to interpret a user's natural language input, such as \"the coast of Florida south of Miami,\" and transform it into an accurate polygon that represents that specific area on a map. This process automates and simplifies how users interact with geospatial data, making it more accessible and user-friendly. The Evolution of AI and ML in Geospatial Work: Over the last six months, Jason has shifted focus to AI and machine learning, leveraging large language models to enhance geospatial data processing. Challenges and Solutions: Jason discusses the challenges of interpreting natural language descriptions and the solutions they've implemented, such as using JSON schemas and OpenStreetMap data. Applications and Use Cases: From finding specific datasets to processing geographical queries, the applications of natural language geocoding are vast. Jason shares some real-world examples and potential future uses. Future of Geospatial AIML: Jason touches on the broader implications of geospatial AI and ML, including the potential for natural language geoprocessing and its impact on scientific research and everyday applications. Interesting Insights: The use of large language models can simplify complex geospatial queries, making advanced geospatial analysis accessible to non-experts. Integration of AI and machine learning with traditional geospatial tools opens new avenues for res…","meta_description":"In this episode, I welcome Jason Gilman, a Principal Software Engineer at Element 84, to explore the exciting world of natural language geocoding. Key Top…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2714,"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/natural-language-geocoding/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/natural-language-geocoding.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}