Using a balloon-launched unmanned glider to validate real-time WRF modeling

Travis J. Schuyler, S. M.Iman Gohari, Gary Pundsack, Donald Berchoff, Marcelo I. Guzman

Research output: Contribution to journalArticlepeer-review

17 Scopus citations

Abstract

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).

Original languageEnglish
Article number1914
JournalSensors (Switzerland)
Volume19
Issue number8
DOIs
StatePublished - Apr 2 2019

Bibliographical note

Funding Information:
Funding: M.I.G. and T.J.S. would like to thank research support from the U.S. National Science Foundation under RII Track-2 FEC award No: 1539070 and the NASA Kentucky Space Grant Graduate Fellowship Award No: NNX15AR69H; G.P. acknowledges funding support from the Federal Economic Development Agency for Southern Ontario.

Publisher Copyright:
© 2019 by the authors. Licensee MDPI, Basel, Switzerland.

Keywords

  • ARW
  • Balloon
  • Drones
  • GFS
  • Glider
  • Meteorology
  • Model
  • Pressure
  • Radiosonde
  • Relative humidity
  • Temperature
  • UAS
  • UAV
  • Validation
  • WRF
  • Weather

ASJC Scopus subject areas

  • Analytical Chemistry
  • Information Systems
  • Biochemistry
  • Atomic and Molecular Physics, and Optics
  • Instrumentation
  • Electrical and Electronic Engineering

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