Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events. - Yuanyuan Tian 002; Wenwen Li 002; Lei Hu 006; Xiao Chen; Michael Brook; Michael Brubaker; Fan Zhang; Anna K. Liljedahl (Trans. GIS, 2025)