Airborne imaging spectroscopy to monitor urban mosquito microhabitats

David R. Thompson, Manuel de la Torre Juárez, Chris Barker, Jodi Holeman, Sarah Lundeen, Steve Mulligan, Thomas H. Painter, Erika Podest, Felix C. Seidel, Eugene Ustinov

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

West Nile (WNV) is now established in the continental United States with new human cases occurring annually in most states. Mosquitoes in the genus Culex are the primary vectors and exploit urban stagnant water and swimming pools as larval habitats. Public health surveys to monitor unmaintained pools typically rely on visual inspections of aerial imagery. This work demonstrates automated analysis of airborne imaging spectroscopy to assist Culex monitoring campaigns. We analyze an overflight of Fresno County, CA by the Airborne Visible Infrared Imaging Spectrometer instrument (AVIRIS), and compare the spectral information with a concurrent ground survey of swimming pools. Matched filter detection strategies reliably detect pools against a cluttered urban background. We also evaluate remotely sensed spectral markers of ecosystem characteristics related to larval colonization. We find that commonly used chlorophyll signatures accurately predict the probability of pool colonization by Culex larvae. These results suggest that AVIRIS spectral data provide sufficient information to remotely identify pools at risk for Culex colonization.

Original languageEnglish (US)
Pages (from-to)226-233
Number of pages8
JournalRemote Sensing of Environment
Volume137
DOIs
StatePublished - Oct 1 2013

Fingerprint

Swimming pools
Culex
Infrared imaging
mosquito
microhabitat
microhabitats
Spectrometers
spectroscopy
AVIRIS
Culicidae
colonization
image analysis
Spectroscopy
Imaging techniques
monitoring
Matched filters
Public health
Chlorophyll
spectrometers
Ecosystems

Keywords

  • Disease vector control
  • Green swimming pools
  • Imaging spectroscopy
  • Matched filter detection
  • Urban environments
  • West Nile virus

ASJC Scopus subject areas

  • Soil Science
  • Geology
  • Computers in Earth Sciences

Cite this

Thompson, D. R., de la Torre Juárez, M., Barker, C., Holeman, J., Lundeen, S., Mulligan, S., ... Ustinov, E. (2013). Airborne imaging spectroscopy to monitor urban mosquito microhabitats. Remote Sensing of Environment, 137, 226-233. https://doi.org/10.1016/j.rse.2013.06.015

Airborne imaging spectroscopy to monitor urban mosquito microhabitats. / Thompson, David R.; de la Torre Juárez, Manuel; Barker, Chris; Holeman, Jodi; Lundeen, Sarah; Mulligan, Steve; Painter, Thomas H.; Podest, Erika; Seidel, Felix C.; Ustinov, Eugene.

In: Remote Sensing of Environment, Vol. 137, 01.10.2013, p. 226-233.

Research output: Contribution to journalArticle

Thompson, DR, de la Torre Juárez, M, Barker, C, Holeman, J, Lundeen, S, Mulligan, S, Painter, TH, Podest, E, Seidel, FC & Ustinov, E 2013, 'Airborne imaging spectroscopy to monitor urban mosquito microhabitats', Remote Sensing of Environment, vol. 137, pp. 226-233. https://doi.org/10.1016/j.rse.2013.06.015
Thompson DR, de la Torre Juárez M, Barker C, Holeman J, Lundeen S, Mulligan S et al. Airborne imaging spectroscopy to monitor urban mosquito microhabitats. Remote Sensing of Environment. 2013 Oct 1;137:226-233. https://doi.org/10.1016/j.rse.2013.06.015
Thompson, David R. ; de la Torre Juárez, Manuel ; Barker, Chris ; Holeman, Jodi ; Lundeen, Sarah ; Mulligan, Steve ; Painter, Thomas H. ; Podest, Erika ; Seidel, Felix C. ; Ustinov, Eugene. / Airborne imaging spectroscopy to monitor urban mosquito microhabitats. In: Remote Sensing of Environment. 2013 ; Vol. 137. pp. 226-233.
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