Atmospheric visibility correlates with photon travel time delay from frequency modulated continuous-wave Doppler wind lidar
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2023.2214273
Abstract: ABSTRACT Atmospheric visibility, or meteorological optical range (MOR), is governed by light extinction by aerosols and is linked to air quality and Earth’s climate. A coherent frequency modulated continuous wave (FMCW) Doppler wind lidar has… read more here.
Keywords: atmospheric visibility; frequency modulated; modulated continuous; continuous wave ... See more keywords
Atmospheric visibility prediction by using the DBN deep learning model and principal component analysis.
Sign Up to like & getrecommendations! Published in 2022 at "Applied optics"
DOI: 10.1364/ao.449148
Abstract: Measuring and predicting atmospheric visibility is important scientific research that has practical significance for urban air pollution control and public transport safety. We propose a deep learning model that uses principal component analysis and a… read more here.
Keywords: visibility prediction; network; atmospheric visibility; model ... See more keywords
An Atmospheric Visibility Grading Method Based on Ensemble Learning and Stochastic Weight Average
Sign Up to like & getrecommendations! Published in 2021 at "Atmosphere"
DOI: 10.3390/atmos12070869
Abstract: In order to adequately characterize the visual characteristics of atmospheric visibility and overcome the disadvantages of the traditional atmospheric visibility measurement method with significant dependence on preset reference objects, high cost, and complicated steps, this… read more here.
Keywords: atmospheric visibility; visibility grading; visibility; stochastic weight ... See more keywords