{"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":"Satclip - Encoding Location","slug":"satclip-encoding-location","published_at":"2024-08-16T02:25:57+00:00","page_url":"https://stenobird.com/podcast/the-mapscaping-podcast-gis-geospatial-remote-sensing-earth-observation-and-digital-geography-743634/satclip-encoding-location","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/satclip-encoding-location/","audio_url":"https://mcdn.podbean.com/mf/web/4jg54qre6kjs6dq8/Satclip_podcast7ajoc.mp3","summary":"In this episode, I'm joined by Konstantine Klemmer, a researcher at Microsoft, to dive deep into the fascinating world of GeoAI. Konstantine introduces us to Satclip, a cutting-edge model that encodes geographic locations based on satellite images. We discuss how Satclip works, the data it uses, and its potential applications, particularly in low-resource settings and predictive modeling. Whether you're into AI, geography, or just curious about the intersection of these fields, this episode is packed with insights. Key Takeaways: What is Satclip?: Learn about Satclip's location encoding, a neural network that converts geographic coordinates into numerical representations based on satellite images. Data and Training: Understand how Satclip is trained using Sentinel-2 satellite images and how it captures unique geographic features. Applications: Discover how Satclip can be used in low-resource environments, such as on edge devices, and how it enhances other models by providing geographic context. The Future of GeoAI: Explore the potential future directions for Satclip, including more detailed regional models and the integration of multiple data modalities. Connect with Konstantine https://www.linkedin.com/in/konstantinklemmer/ Try Satclip https://github.com/microsoft/satclip Recommended Listening https://mapscaping.com/podcast/computer-vision-and-geoai/ https://mapscaping.com/podcast/planet-imaging-everything-every-day-almost/","meta_description":"In this episode, I'm joined by Konstantine Klemmer, a researcher at Microsoft, to dive deep into the fascinating world of GeoAI. Konstantine introduces us…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2620,"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/satclip-encoding-location/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/satclip-encoding-location.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}