122 citations · 204 across the 23 of their papers we have counts for
5 papers · 1 filter
GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis
Temitope Akinboyewa, Zhenlong Li, Huan Ning +1
Recent advancements in Generative AI offer promising capabilities for spatial analysis. Despite their potential, the integration of generative AI with established GIS platforms rem…
Comparative Analysis of Human Mobility Patterns: Utilizing Taxi and Mobile (SafeGraph) Data to Investigate Neighborhood-Scale Mobility in New York City
Yuqin Jiang, Zhenlong Li, Joon-Seok Kim +2
Numerous researchers have utilized GPS-enabled vehicle data and SafeGraph mobility data to analyze human movements. However, the comparison of their ability to capture human mobili…
Beyond Words: Evaluating Large Language Models in Transportation Planning
Shaowei Ying, Zhenlong Li, Manzhu Yu
The resurgence and rapid advancement of Generative Artificial Intelligence (GenAI) in 2023 has catalyzed transformative shifts across numerous industry sectors, including urban tra…
An Autonomous GIS Agent Framework for Geospatial Data Retrieval
Huan Ning, Zhenlong Li, Temitope Akinboyewa +1
Powered by the emerging large language models (LLMs), autonomous geographic information systems (GIS) agents have the potential to accomplish spatial analyses and cartographic task…
Automated Floodwater Depth Estimation Using Large Multimodal Model for Rapid Flood Mapping
Temitope Akinboyewa, Huan Ning, M. Naser Lessani +1
Information on the depth of floodwater is crucial for rapid mapping of areas affected by floods. However, previous approaches for estimating floodwater depth, including field surve…