How to Cite
If you use this book or any individual chapter, please cite using the DOIs below.
Book
Mayer, T., Bhandari, B., & Saah, D. (2026). EarthRISE Applied Artificial Intelligence and Deep Learning Book. Zenodo. https://doi.org/10.5281/zenodo.20547796
BibTeX:
@book{mayer2026earthrise,
title = {EarthRISE Applied Artificial Intelligence and Deep Learning Book},
author = {Mayer, Tim and Bhandari, Biplov and Saah, David},
year = {2026},
publisher = {Zenodo},
doi = {10.5281/zenodo.20547796},
url = {https://doi.org/10.5281/zenodo.20547796}
}Chapters
| # | Chapter | Authors | DOI |
|---|---|---|---|
| 3.1 | Crop Mapping: Rice Mapping in Bhutan | Bhandari, B., & Mayer, T. | 10.5281/zenodo.20547798 |
| 3.2 | Selective Logging Detection with Deep Learning and Very-High Resolution Imagery | Yupanqui, O., & Quispe, M. | 10.5281/zenodo.20547802 |
| 3.3 | Clay Deforestation Segmentation Model | Poortinga, A., dela Torre, D. M., Saisaward, C., Wafiq, M. W., Weerapanpisit, P., Teck, V., Suaruang, W., & Khamnoi, W. | 10.5281/zenodo.20547804 |
| 5.1 | Phenology-Guided Deep Learning with Uncertainty Quantification for Soybean Yield Prediction | Zhang, C., & Diao, C. | 10.5281/zenodo.20547806 |
| 6.1 | Understanding Active Fire Detection Uncertainty with Bayesian Neural Networks | Harvie, J. E., Zammit, K. E., Engle, B. T., Oliver, J. A., Johnston, L. M., Cantin, A. S., & Crowley, M. A. | 10.5281/zenodo.20547810 |
| 10.1 | Evaluating Foundation Models Trained with Earth Observation Data | Thomas, L., Leong, W. J., Wiesmann, D., & Ranjan, S. | 10.5281/zenodo.20547813 |
| 10.2 | Earth Observation Foundation Models: Encoder Representation Analysis and Downstream Task Benchmarking | DeMilt, R. P., LaHaye, N., Truong, M., Tenneson, K., & Saah, D. | 10.5281/zenodo.23001198 |