TorchGeo Paper

This repository contains all configuration files, experiments, and plotting scripts to reproduce the following papers:

Note

This repository previously existed in the TorchGeo repo and was extracted out.

ACM TSAS

Our ACM TSAS publication, containing extended API design and additional experiments.

@article{stewart2024torchgeo,
    author = {Stewart, Adam J. and Robinson, Caleb and Corley, Isaac A. and Ortiz, Anthony and Lavista Ferres, Juan M. and Banerjee, Arindam},
    title = {{TorchGeo}: Deep Learning With Geospatial Data},
    journal = {ACM Transactions on Spatial Algorithms and Systems},
    volume = {11},
    number = {4},
    pages = {1--28},
    month = aug,
    year = {2025}
}

ACM SIGSPATIAL

Our ACM SIGSPATIAL publication, containing the first set of benchmarks for early TorchGeo releases.

@inproceedings{stewart2022torchgeo,
    author = {Stewart, Adam J. and Robinson, Caleb and Corley, Isaac A. and Ortiz, Anthony and Lavista Ferres, Juan M. and Banerjee, Arindam},
    title = {{TorchGeo}: Deep Learning with Geospatial Data},
    booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems},
    number = {19},
    series = {SIGSPATIAL '22},
    pages = {1--12},
    publisher = {Association for Computing Machinery},
    month = nov,
    year = {2022},
}