posted on 2021-06-24, 11:35authored byKamil Mroz, Alessandro Battaglia, Stefan Kneifel, Leo Pio D'Adderio, Jose Dias Neto
A retrieval for characteristic raindrop size and width of the drop size distribution (DSD) based on triple-frequency vertical Doppler radar measurements is developed. The algorithm exploits a statistical relation that maps measurements of the differential Doppler velocities at X and Ka and at Ka and W bands into the two aforementioned DSD moments. The statistical mapping has been founded on 7,900 hr of disdrometer-observed DSDs and their simulated Doppler velocities. Additionally, a retrieval of (Formula presented.) based only on (Formula presented.) measurements is also presented, and its performance is compared to the analogous algorithm exploiting (Formula presented.) data. The retrievals are tested using triple-frequency radar data collected during a recent field campaign held at the Juelich Observatory for Cloud Evolution (JOYCE, Germany) where in situ measurements of the DSD were carried out only few meters away from the vertically pointing radars. The triple-frequency retrieval is able to obtain (Formula presented.) with an uncertainty below 25% for (Formula presented.) ranging from 0.7 to 2.4 mm. Compared to previously published dual-frequency retrievals, the third frequency does not improve the retrieval for small (Formula presented.) ((Formula presented.) mm). However, it significantly surpasses the (Formula presented.) algorithm for larger (Formula presented.) (20% versus 50% bias at 2.25 mm). Also compared to (Formula presented.) method, the triple-frequency retrieval is found to provide an improvement of 15% in terms of bias for (Formula presented.) mm. The triple-frequency retrieval of (Formula presented.) performs with an uncertainty of 20–50% for (Formula presented.) mm, with the best performance for (Formula presented.) mm.
Funding
The work by A. Battaglia was funded by the ESA-project “Multi-frequency radar study” Contract: 4000120689/17/NL/IA. Work provided by S. Kneifel and J. Dias Neto was funded by the German Research Foundation (DFG) under Grant KN 1112/2-1 as part of the Emmy-Noether Group OPTIMIce. The radar and disdrometer data set analyzed in this study were obtained at the JOYCE Core Facility (JOYCE-CF) cofunded by DFG under DFG research Grant LO 901/7-1. The TRIPEx-pol campaign was funded by DFG under Grant KN 1112/3-1 as part of the Priority Programme SPP 2115 (project number 408011764).
History
Citation
Earth and Space ScienceVolume 7, Issue 3, e2019EA000789