Nathan McEachen
Sessions
09-10
10:30
30min
Bringing Geospatial Awareness to LLMs Using Open-Source Software
Nathan McEachen
Geospatial awareness can be brought to LLMs to address humanity’s most pressing challenges by using authoritative and cross-sectoral Spatial Knowledge Graphs that are automatically interoperable by location. We will present a technical approach using open-source software.
Geo AI/ML
Grand G
09-10
11:30
30min
KnowSTAC: Framework for Creating Dynamic and Knowledge-Interoperable STAC Indexes
Nathan McEachen
KnowSTAC is a framework for creating dynamic STAC indexes that organize data not according to how they are published as collections or catalogs, but according to on-demand queries that can crosscut domains and organizations for improved collaboration.
Data Management and Interoperability
Grand C