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Net production efficiency (NPE) is the efficiency at which organisms assimilate energy into biomass for the next trophic level. Due to low metabolic rates and less energy spent on thermoregulatory processes, the NPE of ectotherms (cold-blooded animals) is 10 times higher than endotherms (warm-blooded animals).
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Organisms must balance energy intake with the energy required for growth, maintenance and reproduction. These trade-offs result in a variety of survivorship and reproductive strategies, including semelparity and iteroparity. Semelparous species, like annual plants, have only one reproductive episode in their lifetimes and consequently have short lifespans. Iteroparous species, by contrast, have many reproductive events during their lifetimes but have relatively few offspring. These two...
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Related Experiment Video

Updated: Mar 6, 2026

A Push-pull Protocol to Reduce Colonization of Bird Nest Boxes by Honey Bees
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Hummingbirds as net rate maximisers.

Alasdair I Houston1, David C Krakauer1

  • 1NERC Unit of Behavioural Ecology, Department of Zoology, University of Oxford, South Parks Road, OX1 3PS, Oxford, UK.

Oecologia
|March 18, 2017
PubMed
Summary

Hummingbird foraging behavior is explained by maximizing net energy gain rate. An extended model, considering costs outside foraging, better predicts feeding times than previous net rate models.

Area of Science:

  • Behavioral Ecology
  • Animal Energetics

Background:

  • Foraging behavior in hummingbirds is often studied through the lens of maximizing energetic efficiency.
  • Previous models focused on net rate but struggled to fully explain observed feeding patterns.

Purpose of the Study:

  • To refine understanding of hummingbird foraging behavior by extending net rate models.
  • To investigate the role of costs incurred outside of active foraging periods.

Main Methods:

  • Development of an extended net rate model for hummingbird foraging.
  • Comparison of the extended model against previous models and observed hummingbird feeding times.

Main Results:

  • The extended net rate model provides a more comprehensive explanation for hummingbird feeding times.
Keywords:
CurrencyHummingbirdsMeal sizeNet rate

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  • The currency of net energy per unit volume consumed is shown to be an unnecessary construct within this extended framework.
  • Failure of previous models is attributed to neglecting costs outside the foraging period.
  • Conclusions:

    • Hummingbird foraging behavior is best explained by maximizing the net rate of energy gain.
    • An extended model incorporating non-foraging costs offers superior predictive power for feeding times.