Development and validation of a supervised machine learning radar Doppler spectra peak-finding algorithm

Kalesse, Heike; Vogl, Teresa; Paduraru, Cosmin; Luke, Edward

doi:https://doi.org/10.5194/amt-12-4591-2019

Articles | Volume 12, issue 8

https://doi.org/10.5194/amt-12-4591-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/amt-12-4591-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 12, issue 8

Research article

|

30 Aug 2019

Research article |

| 30 Aug 2019

Development and validation of a supervised machine learning radar Doppler spectra peak-finding algorithm

Heike Kalesse, Teresa Vogl, Cosmin Paduraru, and Edward Luke

Data sets

High Spectral Resolution Lidar (HSRL) B. Ermold, E. Eloranta, H. Michelsen, J. Garcia, J. Goldsmith, and R. Bambha https://doi.org/10.5439/1025200

Ka ARM Zenith Radar (KAZRGE) A. Matthews, B. Isom, D. Nelson, I. Lindenmaier, J. Hardin, K. Johnson, and N. Bharadwaj https://doi.org/10.5439/1025214

Ka ARM Zenith Radar (KAZRSPECCMASKGECOPOL) A. Matthews, B. Isom, D. Nelson, I. Lindenmaier, J. Hardin, K. Johnson, and N. Bharadwaj https://doi.org/10.5439/1025218

Short summary

In a cloud, different particles like liquid water droplets and ice particles can exist...