122 citations · 204 across the 23 of their papers we have counts for
24 papers
Thermodynamic-Inspired Explainable GeoAI: Uncovering Regime-Dependent Mechanisms in Heterogeneous Spatial Systems
Sooyoung Lim, Zhenlong Li, Zi-Kui Liu
Modeling spatial heterogeneity and associated critical transitions remains a fundamental challenge in geography and environmental science. While conventional Geographically Weighte…
Towards Intelligent Geospatial Data Discovery: a knowledge graph-driven multi-agent framework powered by large language models
Ruixiang Liu, Zhenlong Li, Ali Khosravi Kazazi
The rapid growth in the volume, variety, and velocity of geospatial data has created data ecosystems that are highly distributed, heterogeneous, and semantically inconsistent. Exis…
Nationwide Hourly Population Estimating at the Neighborhood Scale in the United States Using Stable-Attendance Anchor Calibration
Huan Ning, Zhenlong Li, Manzhu Yu +3
Traditional population datasets are largely static and therefore unable to capture the strong temporal dynamics of human presence driven by daily mobility. Recent smartphone-based…
M-SGWR: Multiscale Similarity and Geographically Weighted Regression
M. Naser Lessani, Zhenlong Li, Manzhu Yu +2
The first law of geography is a cornerstone of spatial analysis, emphasizing that nearby and related locations tend to be more similar, however, defining what constitutes "near" an…
From Questions to Queries: An AI-powered Multi-Agent Framework for Spatial Text-to-SQL
Ali Khosravi Kazazi, Zhenlong Li, M. Naser Lessani +1
The complexity of SQL and the spatial semantics of PostGIS create barriers for non-experts working with spatial data. Although large language models can translate natural language…
SIM: A mapping framework for built environment auditing based on street view imagery
Huan Ning, Zhenlong Li, Manzhu Yu +1
Built environment auditing refers to the systematic documentation and assessment of urban and rural spaces' physical, social, and environmental characteristics, such as walkability…