24 citations · 27 across the 5 of their papers we have counts for
7 papers
Pervasive impact of spatial dependence on predictability
Peng Luo, Yongze Song, Wenwen Li +1
Understanding the complex nature of spatial information is crucial for problem solving in social and environmental sciences. This study investigates how the underlying patterns of…
Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability
Chia-Yu Hsu, Wenwen Li, Sizhe Wang
Research on geospatial foundation models (GFMs) has become a trending topic in geospatial artificial intelligence (AI) research due to their potential for achieving high generaliza…
GeoAI for Knowledge Graph Construction: Identifying Causality Between Cascading Events to Support Environmental Resilience Research
Yuanyuan Tian, Wenwen Li
Knowledge graph technology is considered a powerful and semantically enabled solution to link entities, allowing users to derive new knowledge by reasoning data according to variou…
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection
Chia-Yu Hsu, Wenwen Li
This paper reports a new solution of leveraging temporal classification to support weakly supervised object detection (WSOD). Specifically, we introduce raster scan-order technique…
Artificial Intelligence Approaches
Yingjie Hu, Wenwen Li, Dawn Wright +4
Artificial Intelligence (AI) has received tremendous attention from academia, industry, and the general public in recent years. The integration of geography and AI, or GeoAI, provi…
Deep Convolutional Neural Networks for Map-Type Classification
Xiran Zhou, Wenwen Li, Samantha T. Arundel +1
Maps are an important medium that enable people to comprehensively understand the configuration of cultural activities and natural elements over different times and places. Althoug…