Construction of a Range Reference Atmosphere (RRA) for Woomera, Australia
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Corey Walker↗
Engineering topics
Corey Walker
Publications and source records attributed to Corey Walker.
Construction of a Range Reference Atmosphere for Woomera, Australia
Explore the source record for details and available documents.
Corey Walker↗
Construction of a Range Reference Atmosphere (RRA) for Woomera, Australia
RRA dataset provides a detailed profile of atmospheric conditions, including temperature, pressure, density, humidity, wind speed, and direction, for a range of altitudes over a specific geographical location.
Corey Walker↗
Recent Upgrades to the Global Reference Atmospheric Model (GRAM) Suite
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Soumyo Dutta↗
Automating Manual Quality Control (QC) of Tropospheric Doppler Radar Wind Profiler (TDRWP) Archive Data with Machine Learning
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Corey Walker↗
Investigating the Use of Machine Learning (ML) to Assess Tropospheric Doppler Radar Wind Profiler (TDRWP) Data Quality
Manual Quality Control (MQC) of Tropospheric Doppler Radar Wind Profiler (TDRWP) data is essential for defining an accurate climatology for downstream aerospace vehicle assessments. MQC traditionally takes around 30.5 hours per year of radar data. The Marshall Space Flight Center Natural Environments Branch (MSFC NE) used machine learning (ML) to test the feasibility of automating the MQC process, showing a potential to reduce labor by 300%. However, analysis of the model showed some false positives. We compared a neural network to the model to validate it and develop a process for assessing comparable solutions in the future.
Corey Walker↗