Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation

Xizhe Xue, Xiao Xiang Zhu

Recent progress in vision language models (VLMs) has enabled remarkable perception and reasoning capabilities, yet their potential for scientific regression in Earth Observation (E…