pdacorn / a-prediction-and-imputation-method-for-marine-animal-movement-data

animal-trajectory-analysis

demo code for paper "A prediction and imputation method for marine animal movement data"

Dependencies

• python == 3.7
  
• numpy == 1.21.5
  
• pandas == 1.4.2
  
• tensorflow-gpu == 2.1.0
  
• matplotlib == 3.5.1
  
• scikit-learn == 1.0.2
  

Usage

The data file 0.npy is a preprocessed file and can be run directly through the demo file.

Citation

@article{li2021prediction, title={A prediction and imputation method for marine animal movement data},
author={Li, Xinqing and Sindihebura, Tanguy Tresor and Zhou, Lei and Duarte, Carlos M and Costa, Daniel P and Hindell, Mark A and McMahon, Clive and Muelbert, M{^o}nica MC and Zhang, Xiangliang and Peng, Chengbin},
journal={PeerJ Computer Science},
volume={7},
pages={e656},
year={2021},
publisher={PeerJ Inc.}
}