A comprehensive study of different feature selection methods and machine-learning techniques for SODAR structure classification

N Kumar, K Soni, R Agarwal - Modeling Earth Systems and Environment, 2021 - Springer
Sonic detection and ranging (SODAR) echogram provides atmospheric boundary layer
(ABL) structure and its height. In the present research, highly accurate and reliable machine …

A connectionist approach to SODAR pattern classification

S Choudhury, S Mitra - IEEE Geoscience and Remote Sensing …, 2004 - ieeexplore.ieee.org
SODAR (or acoustic radar) systems are a useful tool to efficiently probe the lower planetary
boundary layer (LPBL). The observations obtained by these systems can prove to be …

A neurocomputing model for SODAR structure classification

N Chandara Deb, S Pal… - … Journal of Remote …, 2010 - Taylor & Francis
The manual identification of different types of atmospheric microstructures recorded by
SODAR (SOund Detection And Ranging) is a tedious task and can be performed only by an …

Feature extraction and connectionist classification of SODAR echograms

S Choudhury, S Mitra - IEEE Geoscience and Remote Sensing …, 2006 - ieeexplore.ieee.org
Sonic detection and ranging (SODAR) systems are efficient and economical tool to probe
the lower planetary boundary layer on a continuous basis. The lower atmospheric patterns …

Exploring fractal features in the mixing height zone of planetary boundary layer from observed sodar data

S Roy, A Mukherjee - Remote sensing letters, 2014 - Taylor & Francis
Remote sensing techniques are applied to sodar data for providing information regarding
the planetary boundary layer. The temperature inhomogeneity that results from convective …

[PDF][PDF] ATMOSPHERIC PATTERN CLASSIFICATION USING NEURAL NETWORK

NC Deb - Neural, parallel & scientific computations, 2013 - dynamicpublishers.com
The thermal structure of the atmosphere varies with the characteristics of the atmosphere.
The remote sensing tool SODAR (SOund Detection And Ranging) system is capable of …