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Updated: Jul 17, 2026

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Comparing Visual and Digital Counting Methods to Estimate Horn Fly (Diptera: Muscidae) Populations on Cattle.

B G Smythe1, S Urias1, M E Wise1

  • 1Center for Animal Health and Food Safety New Mexico State University, Las Cruces, NM 88003.

Journal of Medical Entomology
|April 12, 2017
PubMed
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Visual assessments by experienced technicians provided higher horn fly population estimates than digital methods. Morning counts were more accurate across all techniques for integrated pest management strategies.

Area of Science:

  • Veterinary Entomology
  • Livestock Management

Background:

  • Horn fly (Haematobia irritans) population estimates are crucial for effective pest control in cattle.
  • Digital photography is a proposed alternative to traditional visual assessments for estimating horn fly populations.

Purpose of the Study:

  • To compare the accuracy of visual and digital techniques for estimating horn fly populations on cattle.
  • To evaluate the influence of technician experience and time of day on population estimates.

Main Methods:

  • Artificially infested yearling heifers with four horn fly levels (0-1000 flies).
  • Conducted visual estimates by experienced (VE1) and inexperienced (VE2) technicians.
  • Utilized digital photographs for horn fly counts (CDC and DDC methods).
  • Recorded estimates at 0700, 1200, and 1900 hours.
Keywords:
Haematobia irritanscattleestimatephotograph

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Main Results:

  • Experienced technicians (VE1) provided significantly higher population estimates than other methods.
  • Morning (0700 h) estimates were consistently higher across all counting techniques.
  • A significant interaction between time of observation and infestation level was observed.

Conclusions:

  • Current visual and digital methods require standardization for reliable horn fly population estimation.
  • Further research is needed to validate these techniques for integrated pest management programs.
  • Technician experience and time of day significantly impact horn fly count accuracy.