AI RESEARCH

A Novel Graph-Regulated Disentangling Mamba Model with Sparse Tokens for Enhanced Tree Species Classification from MODIS Time Series

arXiv CS.CV

ArXi:2605.05549v1 Announce Type: new Although tree species classification from Moderate Resolution Imaging Spectroradiometer (MODIS) time series data is critical for ing various environmental applications, it is a challenging task due to several key difficulties: the subtle signature differences among tree species, strong spatial-spectral-temporal information coupling, and the difficulty of modeling large-scale topological context information.