@article{lcslabanobjectbaseddeeplearningframework, title = {LC-SLab -- An object-based deep learning framework for large-scale land cover classification from satellite imagery and sparse in-situ labels}, author = {Johannes Leonhardt and Juergen Gall and Ribana Roscher}, year = {2025}, eprint = {2509.15868}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.15868}, }