In this study, we propose a new method based on a bagged tree model to retrieve the PBLH from micro-lidar backscatter profiles.

Bagged Tree Model to Retrieve Planetary Boundary Layer Heights by Integrating Lidar Backscatter Profiles and Meteorological Parameters. Language: English

The planetary boundary layer (PBL) is the part of the troposphere in which the soil's influence is noticeable. It plays an important role in the fields of air ...

This study evaluates the capability of nine lidar algorithms under different pollution scenarios in terms of the instantaneous performance and the diurnal ...

Bagged Tree Model to Retrieve Planetary Boundary Layer Heights by Integrating Lidar Backscatter Profiles and Meteorological Parameters. Remote Sens. 2022 ...

Bagged Tree Model to Retrieve Planetary Boundary Layer Heights by Integrating Lidar Backscatter Profiles and Meteorological Parameters · Wang Wei, Ya'ni Pan ...

Flowchart of BT to determine the PBLH by integrating the MPL lidar profiles and meteorological parameters. · Location of the SGP sites of the ARM facility.

Mar 25, 2022 · A new theoretical model deriving PBLH applicable to the desert areas is developed based on heating effect of dust aerosols and the method calculating PBLH.

Jul 8, 2024 · The RANSAF method has the potential to determine regional PBLH on the basis of satellite-based lidar backscatter profiles. ResearchGate Logo.

We present a retrieval algorithm for determining the PBLH from the quantitative aerosol profiling capability of the high spectral resolution channel of the MPD.