@ARTICLE{10854505, author={Guo, Yiqing and Mokany, Karel and Levick, Shaun R. and Yang, Jinyan and Moghadam, Peyman}, journal={IEEE Transactions on Geoscience and Remote Sensing}, title={Spatioformer: A Geo-Encoded Transformer for Large-Scale Plant Species Richness Prediction}, year={2025}, volume={63}, number={}, pages={1-16}, keywords={Geology;Australia;Remote sensing;Transformers;Surveys;Data models;Context modeling;Vegetation mapping;Satellites;Predictive models;Biodiversity;geolocation encoder;mapping;species richness;transformer;vascular plant}, doi={10.1109/TGRS.2025.3534654}}