Spatial Stack with Matt Forrest

Matt Forrest

Welcome to The Spatial Stack, where modern geospatial technology takes center stage. Our episodes feature interviews with leading experts, insightful discussions on the integration of AI and big data in spatial tech, and case studies on groundbreaking projects worldwide. Tune in to stay ahead in the rapidly evolving world of geospatial technology!

  1. Beyond the Hype: Embeddings, Foundation Models, and the Future of Earth Observation with Isaac Corley and Christopher Ren

    12시간 전

    Beyond the Hype: Embeddings, Foundation Models, and the Future of Earth Observation with Isaac Corley and Christopher Ren

    What does it really take to teach AI to understand our planet? In this episode, Matt sits down with Isaac Corley, Senior Machine Learning Engineer at Wherobots and maintainer of TorchGeo, and Christopher Ren, Data Scientist and writer behind some of the most thought-provoking essays on Earth observation and AI. They dive deep into the state of Geospatial AI from embeddings and foundation models to how these tools are reshaping Earth observation and remote sensing. You’ll hear real-world perspectives on what’s working, what’s not, and where the hype outpaces reality. Key topics covered: What "embeddings" actually mean for geospatial and remote sensingHow foundation models like AlphaEarth and Tessera are trainedThe challenges of applying ML at global scaleThe future of Earth observation data pipelinesWhy geospatial AI is still the "wild west" If you’ve ever wondered how AI models are built to map, monitor, and understand the Earth, this conversation breaks it down without the buzzwords. LINKS: ISAAC CORLEY Website: https://isaacc.dev/LinkedIn: linkedin.com/in/isaaccorleyX: @isaaccorley_GitHub: @isaaccorleyI’m active in TorchGeo slack: free to join https://join.slack.com/t/torchgeo/shared_invite/zt-22rse667m-eqtCeNW0yI000Tl4B~2PIw CHRISTOPHER REN Blog: https://christopherren.substack.com/Podcast: Spotify | Apple | YoutubeLinkedIn: https://www.linkedin.com/in/christopherren/Geovibes/Github: https://github.com/cr458/geovibes 🚀 Ready to move beyond desktop GIS?Step into the Spatial Lab: a global community for ambitious geospatial professionals who want to break out of outdated workflows and join the top 5% of the field.👉 Join Spatial Lab: https://forrest.nyc/spatial-lab/ 🎓 Want structured, career-changing learning? 🚀 Modern GIS Accelerator: https://forrest.nyc/accelerator/ — master Python, Spatial SQL & cloud workflows in 2 weeks 🧭 Career Compass: https://forrest.nyc/career-compass/ — fast, practical steps to land the GIS role you want 🪄 AI Copilot for GIS: https://forrest.nyc/ai-copilot-for-gis/ — learn to integrate AI into your geospatial workflows & boost your productivity 📰 Weekly modern GIS insights: https://forrest.nyc ⚡️ Spots for the next live cohort and mentorship cycle are closing soon,  join now to lock in your place and momentum. CONNECT WITH ME📸 Instagram:  https://www.instagram.com/matt_forrest/💼 LinkedIn: https://www.linkedin.com/in/mbforr/📧 Newsletter: https://forrest.nyc🌐 Website: https://forrest.nyc

    54분
  2. How Mapbox is Quietly Powering the AI Map Revolution with Kieran McCann

    10월 16일

    How Mapbox is Quietly Powering the AI Map Revolution with Kieran McCann

    AI can answer almost anything, except “where.” That gap is huge, and  Kieran McCann from Mapbox is working to close it. In this episode of The Spatial Stack, Matt sits down with Kieran, who’s spent six years helping Mapbox quietly power some of the most widely used maps and location services in the world. From his early days doing grunt map edits at Apple Maps to shaping Mapbox’s next big bet: AI-native mapping. Kieran shares what it takes to bring true spatial understanding into artificial intelligence. You’ll hear how Mapbox is experimenting with ways for AI to finally reason about place and direction, what’s still missing for models to “get” geography, and how anyone, even those just starting out, can build powerful AI + geospatial tools today. Kieran also breaks down how showing prototypes can change your career trajectory and why now is the perfect time to jump into this space. If you’re curious about where mapping and AI collide and what that means for your work, your career, and the apps we all use every day, this conversation is a must-listen. 🚀 Ready to move beyond desktop GIS?Step into the Spatial Lab: a global community for ambitious geospatial professionals who want to break out of outdated workflows and join the top 5% of the field.👉 Join Spatial Lab: https://forrest.nyc/spatial-lab/ 🎓 Want structured, career-changing learning? 🚀 Modern GIS Accelerator: https://forrest.nyc/accelerator/ — master Python, Spatial SQL & cloud workflows in 2 weeks 🧭 Career Compass: https://forrest.nyc/career-compass/ — fast, practical steps to land the GIS role you want 🪄 AI Copilot for GIS: https://forrest.nyc/ai-copilot-for-gis/ — learn to integrate AI into your geospatial workflows & boost your productivity 📰 Weekly modern GIS insights: https://forrest.nyc ⚡️ Spots for the next live cohort and mentorship cycle are closing soon,  join now to lock in your place and momentum. CONNECT WITH ME📸 Instagram:  https://www.instagram.com/matt_forrest/💼 LinkedIn: https://www.linkedin.com/in/mbforr/📧 Newsletter: https://forrest.nyc🌐 Website: https://forrest.nyc

    41분
  3. Why GeoAI Changes Everything in Mapping & Analytics: Tee Barr on Geography 2050

    10월 9일

    Why GeoAI Changes Everything in Mapping & Analytics: Tee Barr on Geography 2050

    GeoAI isn’t just another buzzword, it’s a turning point for the entire geospatial industry. In this episode of The Spatial Stack, Matt sits down with Tee Barr, Director at Verisk and Councilor for the American Geographical Society, to unpack why GeoAI could reshape the field as profoundly as GPS once did. From climate risk and supply chain resilience to defense, finance, and human security, Tee explains how AI is already influencing high-stakes decision making and why the upcoming Geography 2050 event is dedicating its theme to this massive shift. You’ll hear how GeoAI is challenging long-held assumptions about spatial data, the new opportunities and risks it creates, and why ethical responsibility must keep pace with technical innovation. Whether you’re a geospatial professional, business leader, or educator, this conversation will help you understand the stakes and the opportunities in the next era of mapping and analytics. Register for Geography 2050 here: https://www.geography2050.org/ --- 🚀 Ready to move beyond desktop GIS?Step into the Spatial Lab: a global community for ambitious geospatial professionals who want to break out of outdated workflows and join the top 5% of the field.👉 Join Spatial Lab: https://forrest.nyc/spatial-lab/ 🎓 Want structured, career-changing learning? 🚀 Modern GIS Accelerator: https://forrest.nyc/accelerator/ — master Python, Spatial SQL & cloud workflows in 2 weeks 🧭 Career Compass: https://forrest.nyc/career-compass/ — fast, practical steps to land the GIS role you want 🪄 AI Copilot for GIS: https://forrest.nyc/ai-copilot-for-gis/ — learn to integrate AI into your geospatial workflows & boost your productivity 📰 Weekly modern GIS insights: https://forrest.nyc ⚡️ Spots for the next live cohort and mentorship cycle are closing soon,  join now to lock in your place and momentum. CONNECT WITH ME📸 Instagram:  https://www.instagram.com/matt_forrest/💼 LinkedIn: https://www.linkedin.com/in/mbforr/📧 Newsletter: https://forrest.nyc🌐 Website: https://forrest.nyc

    28분
  4. Turning GIS into ROI, One Stock at a Time

    10월 7일

    Turning GIS into ROI, One Stock at a Time

    What happens when a geospatial professional decides to map the entire business of our industry? In this episode of Spatial Stack, Matt talks with Wilfred Waters, the creator of the first-ever Geospatial Index, a hand-built list tracking hundreds of public companies shaping maps, data, satellites, sensors, and spatial software. Will shares how he spent countless late nights pulling together every geospatial stock he could find, from Vietnam to Finland to the U.S., and what the process revealed about where the industry is heading. Along the way, we unpack how indexes work, why understanding the business side of geospatial matters (even if you’re not an investor), and how seeing the market clearly can help you think differently about your own career and the technologies you rely on. Geospatial FM on Spotify: https://open.spotify.com/show/5gpQUsaWxEBpYCnypEdHFCOn Apple Podcasts: https://podcasts.apple.com/us/podcast/geospatial-fm/id1674368928Substack: www.geospatial.fmIndex introduction and construction rules: https://www.geospatial.fm/p/compounding2024 Year In Review: https://www.geospatial.fm/p/2024-geospatial-stocks-performance ⚠️ Nothing in this episode is investment advice. It’s for educational and informational purposes only.

    1시간 8분
  5. The End of Expensive Space Data: NOVI’s Vision for Earth Observation

    9월 17일

    The End of Expensive Space Data: NOVI’s Vision for Earth Observation

    What if satellites became as smart and as accessible as your smartphone? In this episode, I sit down with Michael Bartholomeusz, CEO of NOVI to unpack how Earth observation is being transformed by edge computing in space. We explore the shift from sending terabytes of raw imagery to delivering actionable insights, and why this change could take the cost of analysis from $150,000 down to under $1,000. Michael shares stories from his 25-year career, from working on the space shuttle that launched John Glenn, to leading NOVI’s dual-use strategy for defense and commercial markets. Along the way, we dive into: Why the current Earth observation model is brokenHow edge computing flips the economics of space dataThe “iPhone moment” for satellites and what it means for new applicationsReal-world examples of cost savings and new use casesThe industries poised to benefit most — from defense to agriculture to disaster response This is a conversation about more than satellites. It’s about making Earth observation affordable, democratized, and insight-driven. NOVI’s Website: www.novispace.aiNOVI’s LinkedIn: https://www.linkedin.com/company/novispace-incNOVI’s GENIE™ Constellation Press Release: https://www.newswire.com/news/novi-unveils-genie-tm-a-platform-and-satellite-constellation-that-22622479

    39분
  6. From Leafmap to GeoAI: Open Source, Education, and What’s Next with Dr. Qiusheng Wu

    9월 10일

    From Leafmap to GeoAI: Open Source, Education, and What’s Next with Dr. Qiusheng Wu

    In this episode, I sit down with Dr. Qiusheng Wu, associate professor, open-source advocate, and creator of some of the most widely used tools in modern geospatial, including Leafmap and GeoAI. If you’ve ever watched his YouTube tutorials or come across his projects on GitHub, you already know the impact he’s had on the community. We dive into: His newly released Python for Geospatial book, one of the most complete guides in the field. The ongoing debate of Python vs. SQL in modern workflows—and how to combine them effectively. The rise of embeddings and geospatial foundation models (including Google’s AlphaEarth) and what they mean for GIS. The future of open-source education and why anyone, with patience and time, can learn and contribute. How Dr. Wu balances teaching, tool-building, publishing, and pushing the boundaries of what’s possible. This is a wide-ranging conversation about technology, education, and the future of spatial data. If you care about where geospatial is headed—and how to keep up—you won’t want to miss it. 👉 Links Dr. Wu's Book on Geospatial Python: https://a.co/d/7M08rlYWebsite: https://wetlands.io/Dr. Wu on YouTube:  @giswqs  LinkedIn: https://www.linkedin.com/in/giswqs/

    57분
  7. Why Open Data Isn’t Really Open: Navigating Licenses in Geospatial with Mina Nada

    9월 4일

    Why Open Data Isn’t Really Open: Navigating Licenses in Geospatial with Mina Nada

    Open data is supposed to unlock innovation, but what happens when “open” isn’t really open? In this episode of The Spatial Stack, I sit down with return guest Mina Nada to explore the world of open data licenses — from Creative Commons to Open Database Licenses and beyond. We break down what these licenses actually allow you to do, where the pitfalls are, and how they impact anyone building geospatial products, tools, or services. Along the way, Mina shares real-world experiences navigating licensing challenges, from NASA’s permissive CC0 approach to the more restrictive “share-alike” models. Whether you’re a developer, analyst, or entrepreneur, this conversation will help you understand how to work with open data without running into legal or business roadblocks. If you’ve ever wondered what “open data” really means for your projects, this is the episode to listen to. The future is spatial — so let’s get into it.

    25분
  8. How Preset Is Reinventing BI with Open Source and Geospatial Power

    9월 3일

    How Preset Is Reinventing BI with Open Source and Geospatial Power

    What happens when a hackathon project becomes one of the most influential open-source BI tools in the world? In this episode, we sit down with Max Beauchemin — creator of Apache Superset and Apache Airflow — and Evan Rusackas from Preset, the company behind Superset’s enterprise evolution. We explore: The origin story of Superset at Airbnb — and why Max says it became his “life’s mission”How open-source BI tools are outpacing traditional vendors like Tableau and Power BIWhy geospatial data is more than just maps — it’s a core analytical dimensionThe design philosophy behind Superset: from SQL-first thinking to visual storytellingLessons from building geospatial capabilities into dashboards with Deck.GL and H3The future of BI, and why the open ecosystem is winning Whether you're a data engineer, GIS pro, or just curious how modern BI is evolving, this episode is packed with insights from two people who are building that future. 📍 Guest Links: Apache Superset: https://superset.apache.org/Preset: https://preset.io/ 🎧 Tune in now and hear how Superset is redefining what modern, open, and geospatial-aware BI looks like.

    51분
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Welcome to The Spatial Stack, where modern geospatial technology takes center stage. Our episodes feature interviews with leading experts, insightful discussions on the integration of AI and big data in spatial tech, and case studies on groundbreaking projects worldwide. Tune in to stay ahead in the rapidly evolving world of geospatial technology!

정보

  • 제작진
    Matt Forrest
  • 방송 연도
    2024년 - 2025년
  • 에피소드
    28
  • 등급
    전체 연령 사용가
  • 저작권
    © Matt Forrest
  • 웹사이트 보기
    Spatial Stack with Matt Forrest

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