Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling

The use of small unmanned aerial systems (sUAS) for meteorological measurements has expanded significantly in recent years. SUAS are efficient platforms for collecting data with high resolution in both space and time, providing opportunities for enhanced atmospheric sampling. Furthermore, advances i...

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Main Authors: Travis J. Schuyler, S. M. Iman Gohari, Gary Pundsack, Donald Berchoff, Marcelo I. Guzman
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/8/1914
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author Travis J. Schuyler
S. M. Iman Gohari
Gary Pundsack
Donald Berchoff
Marcelo I. Guzman
author_facet Travis J. Schuyler
S. M. Iman Gohari
Gary Pundsack
Donald Berchoff
Marcelo I. Guzman
author_sort Travis J. Schuyler
collection DOAJ
description The use of small unmanned aerial systems (sUAS) for meteorological measurements has expanded significantly in recent years. SUAS are efficient platforms for collecting data with high resolution in both space and time, providing opportunities for enhanced atmospheric sampling. Furthermore, advances in mesoscale weather research and forecasting (WRF) modeling and graphical processing unit (GPU) computing have enabled high resolution weather modeling. In this manuscript, a balloon-launched unmanned glider, complete with a suite of sensors to measure atmospheric temperature, pressure, and relative humidity, is deployed for validation of real-time weather models. This work demonstrates the usefulness of sUAS for validating and improving mesoscale, real-time weather models for advancements toward reliable weather forecasts to enable safe and predictable sUAS missions beyond visual line of sight (BVLOS).
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spelling doaj.art-fce1eb898a1440d3acd1e0342cddb3d72022-12-22T02:17:57ZengMDPI AGSensors1424-82202019-04-01198191410.3390/s19081914s19081914Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF ModelingTravis J. Schuyler0S. M. Iman Gohari1Gary Pundsack2Donald Berchoff3Marcelo I. Guzman4Department of Chemistry, University of Kentucky, Lexington, KY 40506, USADirector of SaaS Development, TempoQuest Inc., Boulder, CO 80303, USAStratodynamics Aviation Inc., Kenilworth, ON N0G 2E0, CanadaTruWeather Solutions, Reston, VA 20194, USADepartment of Chemistry, University of Kentucky, Lexington, KY 40506, USAThe use of small unmanned aerial systems (sUAS) for meteorological measurements has expanded significantly in recent years. SUAS are efficient platforms for collecting data with high resolution in both space and time, providing opportunities for enhanced atmospheric sampling. Furthermore, advances in mesoscale weather research and forecasting (WRF) modeling and graphical processing unit (GPU) computing have enabled high resolution weather modeling. In this manuscript, a balloon-launched unmanned glider, complete with a suite of sensors to measure atmospheric temperature, pressure, and relative humidity, is deployed for validation of real-time weather models. This work demonstrates the usefulness of sUAS for validating and improving mesoscale, real-time weather models for advancements toward reliable weather forecasts to enable safe and predictable sUAS missions beyond visual line of sight (BVLOS).https://www.mdpi.com/1424-8220/19/8/1914UAVUASglidermeteorologyweatherWRFARWGFSmodelvalidationdronesballoonradiosondetemperaturepressurerelative humidity
spellingShingle Travis J. Schuyler
S. M. Iman Gohari
Gary Pundsack
Donald Berchoff
Marcelo I. Guzman
Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling
Sensors
UAV
UAS
glider
meteorology
weather
WRF
ARW
GFS
model
validation
drones
balloon
radiosonde
temperature
pressure
relative humidity
title Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling
title_full Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling
title_fullStr Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling
title_full_unstemmed Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling
title_short Using a Balloon-Launched Unmanned Glider to Validate Real-Time WRF Modeling
title_sort using a balloon launched unmanned glider to validate real time wrf modeling
topic UAV
UAS
glider
meteorology
weather
WRF
ARW
GFS
model
validation
drones
balloon
radiosonde
temperature
pressure
relative humidity
url https://www.mdpi.com/1424-8220/19/8/1914
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