Generated by All in One SEO Pro v4.9.10, this is an llms.txt file, used by LLMs to index the site. # Taylor Geospatial: For the Digital Public Good We aim to democratize the power of GeoAI through global partnerships while strengthening innovation capacity in the St. Louis region. ## Sitemaps - [XML Sitemap](https://taylorgeospatial.org/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [News](https://taylorgeospatial.org/news/) - [How geospatial AI is helping aid groups predict famine and deliver food](https://taylorgeospatial.org/news/how-geospatial-ai-is-helping-aid-groups-predict-famine-and-deliver-food/) - [Hannah Kerner Named U.S. Nominee for the APEC ASPIRE Prize](https://taylorgeospatial.org/news/hannah-kerner-us-nominee-aspire/) - Taylor Geospatial research advisor Hannah Kerner recognized for advancing scientific research in AI and data science to promote industrial innovation and economic resilience. - [Co-investment with AWS expands GIFS program](https://taylorgeospatial.org/news/aws-gifs-pilot-projects/) - Geospatial Innovation for Food Security (GIFS) program adds 10 pilot projects - [Transforming Global Food Systems: New Geospatial Innovations Aim to Combat Hunger and Support Agricultural Stability](https://taylorgeospatial.org/news/transforming-global-food-systems-new-geospatial-innovations-aim-to-combat-hunger-and-support-agricultural-stability/) - A new suite of geospatial innovations designed to turn data into actionable intelligence for global food systems was announced today. The Geospatial Innovation for Food Security (GIFS) Challenge has selected three project awardees to develop tools that will aid humanitarian agencies, governments, and agricultural specialists to navigate the complexities of agricultural production, climate variability, and - [AI project aims to help humanitarian organizations identify food security risks in conflict zones](https://taylorgeospatial.org/news/ai-project-aims-to-help-humanitarian-organizations-identify-food-security-risks-in-conflict-zones/) - [Agricultural Field Boundaries, Mapped Globally for the First Time](https://taylorgeospatial.org/news/agricultural-field-boundaries-mapped-globally-for-the-first-time/) - For the first time, every agricultural field on Earth has a boundary on the map. Taylor Geospatial funded and co-developed this work with Microsoft AI for Good Lab — one of the most ambitious GeoAI efforts we know of — because we believe GeoAI should work everywhere, not just in the data-rich regions where labeled training data is abundant. Today, it’s publicly available for everyone to benefit from. - [Convening a National Roadmap on Agricultural Nitrous Oxide MMRV Research](https://taylorgeospatial.org/news/convening-a-national-roadmap-on-agricultural-nitrous-oxide-mmrv-research/) - Taylor Geospatial was honored to help guide this effort alongside colleagues at the Natural Resources Defense Council, bringing together researchers from universities, federal agencies, industry, and the nonprofit sector to reach consensus on the research needed to develop fit-for-purpose tools and methods to measure, model, and ultimately reduce the nitrous oxide emissions that come from the ways we grow our food. - [SatSummit Comes to St. Louis](https://taylorgeospatial.org/news/satsummit-comes-to-st-louis/) - Taylor Geospatial to co-host conference for leaders in the satellite industry and experts in global development November 18-19, 2026, at The Post Building. - [Fields of the World on Great Data Products](https://taylorgeospatial.org/news/fields-of-the-world-great-data-products/) - Jed Sundwall, executive director of Radiant Earth, creator of Source Cooperative, interviews Jen Marcus and Isaac Corley about Fields of The World. - [Mapping The World at Taylor Geospatial](https://taylorgeospatial.org/news/mapping-the-world-at-taylor-geospatial/) - Robin Cole from the Satellite Image Deep Learning podcast interviews Jennifer Marcus, VP for Strategic Innovation Programs and Isaac Corley, Director of AI/ML Research, about Fields of The World. - [Mapping Every Field on Earth](https://taylorgeospatial.org/news/fields-of-the-world-matt-forrest/) - Spatial Stack's Matt Forrest interviews Jennifer Marcus, VP for Strategic Innovation Programs and Isaac Corley, Director of AI/ML Research, about Fields of The World. - [Taylor Geospatial unveils global field dataset](https://taylorgeospatial.org/news/taylor-geospatial-unveils-global-field-dataset/) - [Boundaries of agricultural fields worldwide now publicly available](https://taylorgeospatial.org/news/boundaries-of-agricultural-fields-worldwide-now-publicly-available/) - [Taylor Geospatial spins off from SLU to become independent, adds AI research to list](https://taylorgeospatial.org/news/taylor-geospatial-spins-off-from-slu-to-become-independent-adds-ai-research-to-list/) - [Taylor Geospatial Launches as a New Hub for GeoAI Innovation](https://taylorgeospatial.org/news/taylor-geospatial-launches-as-a-new-hub-for-geoai-innovation/) - Taylor Geospatial today announced its launch as a new organization focused on unlocking AI-driven geospatial breakthroughs for global public benefit while strengthening innovation capacity in St. Louis. The organization brings together deep geospatial research expertise and proven pathways to commercialization under a single mission, leadership structure, and brand—positioning it to accelerate the development and real-world - [Two new organizations aim to drive St. Louis’ geospatial ambitions](https://taylorgeospatial.org/news/two-new-organizations-aim-to-drive-st-louis-geospatial-ambitions/) - [Taylor Geospatial Institute and Engine roll into a single nonprofit focused on GeoAI](https://taylorgeospatial.org/news/taylor-geospatial-institute-and-engine-roll-into-a-single-nonprofit-focused-on-geoai/) - [Taylor Geospatial merges 2 nonprofits to speed geospatial AI tools from lab to market](https://taylorgeospatial.org/news/taylor-geospatial-merges-2-nonprofits-to-speed-geospatial-ai-tools-from-lab-to-market/) ## Pages - [Home](https://taylorgeospatial.org/) - We aim to democratize the power of GeoAI through global partnerships while strengthening innovation capacity in the St. Louis region. - [Contact](https://taylorgeospatial.org/contact/) - To receive updates about Taylor Geospatial, subscribe to our newsletter. For media inquiries, please contact our Director of Strategic Communications, Allison Braun at allison.braun@taylorgeospatial.org. For all other messages, please fill out the form below or email contact@taylorgeospatial.org. - [Innovation](https://taylorgeospatial.org/innovation/) - [GIFS](https://taylorgeospatial.org/innovation/gifs/) - We are funding strategic innovations that turn geospatial artificial intelligence into practical tools for sustainable agriculture and food security. - [Predicting Food System Instability](https://taylorgeospatial.org/innovation/gifs/predicting-food-system-instability/) - Promptable, Uncertainty-Aware GeoAI for In-Season Forecasting of Food Assistance Infrastructure in Conflict Zones - [Water-First Agricultural Nitrogen Management](https://taylorgeospatial.org/innovation/gifs/water-first/) - Improving Agricultural N Management with GeoAI-based Plant-Available Soil Water Capacity Mapping Modern agriculture has access to sophisticated machinery, sensors, and decision‑support tools, yet farmers still struggle to apply nitrogen fertilizer efficiently and at the right time. A key reason is that most recommendation systems overlook a fundamental constraint on crop growth: how much water the - [Early Warning Systems for Hunger & Malnutrition](https://taylorgeospatial.org/innovation/gifs/af-pulse/) - The United Nations World Food Programme, in partnership with the REACH Initiative, is advancing Afghanistan’s PULSE platform to track hazards affecting food access and supply routes - [Allison Testing](https://taylorgeospatial.org/allison-testing/) - Notes No option to... Have text only (must have icon or image) Lock row height Make corners square or rounded Turn off animation on hover state; seems like too much for a non-clickable element Heading - [Ethical Statement](https://taylorgeospatial.org/ethical-statement/) - Taylor Geospatial approaches AI with the understanding that powerful geospatial technologies carry both immense opportunity and responsibility.