Huang, W., Wang, R., Chen, Y., Li, H., & Gan, S. (2016). Damped multichannel singular spectrum analysis for 3D random noise attenuation. Geophysics, 81(4), V261-V270.

Chen, Y., Huang, W., Zhang, D., & Chen, W. (2016). An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction. Computers & Geosciences, 95, 59-66.

Chen, Y., Zhang, D., Jin, Z., Chen, X., Zu, S., Huang, W., & Gan, S. (2016). Simultaneous denoising and reconstruction of 5-D seismic data via damped rank-reduction method. Geophysical Journal International, 206(3), 1695-1717.

Chen, Y., Huang, W., Yang, L., Oboue, Y.A.S.I., Saad, O.M., and Chen Y.F. 2023, DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology. Computers & Geosciences, 180, 105440.

@article{huang2016dmssa,
  title={Damped Multichannel Singular Spectrum Analysis for 3{D} Random Noise Attenuation},
  author={Weilin Huang and Runqiu Wang and  Yangkang Chen and Huijian Li and Shuwei Gan},
  journal={Geophysics},
  volume={81},
  number={4},
  issue={4},
  pages={V261-V270},
  year={2016},
  publisher={Society of Exploration Geophysicists}
}

@article{chen2016drr5d,
  title={Simultaneous denoising and reconstruction of 5{D} seismic data via damped rank-reduction method},
  author={Yangkang Chen and Dong Zhang and Zhaoyu Jin and Xiaohong Chen and Shaohuan Zu and Weilin Huang and Shuwei Gan},
  journal={Geophysical Journal International},
  volume={206},
  number={3},
  issue={3},
  pages={1695-1717},
  year={2016}
}

@article{chen2016drr3d,
  title={An open-source Matlab code package for improved rank-reduction 3{D} seismic data denoising and reconstruction},
  author={Yangkang Chen and Dong Zhang and Weilin Huang and Wei Chen},
  journal={Computers \& Geosciences},
  volume={95},
  pages={59-66},
  year={2016}
}

@article{chen2023drr,
  title={DRR: an open-source multi-platform package for the damped rank-reduction method and its applications in seismology},
  author={Yangkang Chen and Weilin Huang and Liuqing Yang and Yapo Abol\'{e} Serge Innocent Obou\'{e} and Omar M. Saad and Yunfeng Chen},
  journal={Computers \& Geosciences},
  volume={180},
  pages={105440},
  year={2023}
}

pydrr developing team, 2021-present

GNU General Public License, Version 3
(http://www.gnu.org/copyleft/gpl.html)   

git clone https://github.com/chenyk1990/pydrr
cd pydrr
pip install -v -e .

pip install pydrr

The "demo" directory contains all runable scripts to demonstrate different applications of pydrr. 

The development team welcomes voluntary contributions from any open-source enthusiast. 
If you want to make contribution to this project, feel free to contact the development team. 

Regarding any questions, bugs, developments, collaborations, please contact  
Yangkang Chen
[email protected]