Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery
Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Peter M. Atkinson
This is a PyTorch implementation of the "Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery" in ISPRS Journal of Photogrammetry and Remote Sensing. More specifically, it is detailed as follow.
Usage
Dataset
The adopted Brandenburg Sentinel-1 time-series dataset can be downloaded in Baiduyun Link or Google Drive Link.
Citation
Please kindly cite the papers if this code is useful and helpful for your research.
Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Peter M. Atkinson. Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery, ISPRS Journal of Photogrammetry and Remote Sensing, vol. 206, pp. 293-310, 2023, doi: 10.1016/j.isprsjprs.2023.11.01.
@article{HAN2023293,
title = {Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery},
author = {Zhu Han and Ce Zhang and Lianru Gao and Zhiqiang Zeng and Bing Zhang and Peter M. Atkinson},
journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
volume = {206},
pages = {293-310},
year = {2023},
issn = {0924-2716},
doi = {https://doi.org/10.1016/j.isprsjprs.2023.11.016},
url = {https://www.sciencedirect.com/science/article/pii/S0924271623003210},
}
Contact Information
Zhu Han: hanzhu19@mails.ucas.ac.cn