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Estimating the relative abundance of emperor penguins at inaccessible colonies using satellite imagery

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Abstract

Emperor penguin (Aptenodytes forsteri) populations are useful environmental indicators due to the bird’s extreme reliance on sea ice. We used remote sensing technology to estimate relative adult bird abundance at two inaccessible emperor penguin colonies in the Ross Sea, Antarctica. We performed supervised classification of 12 panchromatic satellite images of the seven known Ross Sea colonies. We used regression to predict adult bird counts at the inaccessible colonies by relating the number of pixels classified as “penguin” in the satellite images of the accessible colonies to corresponding known adult bird counts from aerial photographs or ground counts. While our analysis was hampered by excessive guano and shadows, we used satellite imagery to differentiate between relatively small (<3,000 adult birds) and larger colonies (>5,000 adult birds). Remote sensing technology is logistically less intense and less costly than aerial or ground censuses when the objective is to document penguin presence and/or large emperor penguin population changes (e.g., catastrophic changes). Improvements expected soon in the resolution of the satellite images should allow for more accurate abundance estimates.

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References

  • Ainley DG, Ballard G, Emslie SD, Fraser WR, Wilson PR, Woehler EJ (2003) Adélie penguins and environmental change. Science 300:429

    Article  PubMed  CAS  Google Scholar 

  • Barber-Meyer SM, Kooyman GL, Ponganis PP (2007) Trends in western Ross Sea emperor penguin chick abundances and their relationships to climate. Antarct Sci (in press)

  • Barbraud C, Weimerskirch H (2001) Emperor penguins and climate change. Nature 411:183–186

    Article  PubMed  CAS  Google Scholar 

  • Bargagli R (2005) Antarctic ecosystems: environmental contamination, climate change, and human impact. In: Ecological studies, vol 175. Springer, Berlin

  • Burn DM, Cody MB (2005) Use of satellite imagery to estimate walrus abundance at Round Island, Alaska. Poster presentation at The December 2005 society for marine mammalogy annual meeting. San Diego, California

  • Cook RD, Weisberg S (1999) Applied regression including computing and graphics. Wiley, New York

    Google Scholar 

  • Croxall JP, Trathan PN, Murphy EJ (2002) Environmental change and Antarctic seabird populations. Science 297:1510–1514

    Article  PubMed  CAS  Google Scholar 

  • Croxall JP, Trathan PN, Murphy EJ (2003) Response to Ainley et al. Adélie penguins and environmental change. Science 300:429–430

    CAS  Google Scholar 

  • Guinet C, Jouventin P, Malacamp J (1995) Satellite remote sensing in monitoring change of seabirds: use of Spot Image in king penguin population increase at the Ile aux Cochons, Crozet Archipelago. Polar Biol 15:511–515

    Article  Google Scholar 

  • Kato A, Watanabe K, Naito Y (2004) Population changes of Adélie and emperor penguins along the Prince Olav Coast and on the Riiser-Larsen Peninsula. Polar Biosci 17:117–122

    Google Scholar 

  • Kooyman GL (1993) Breeding habitats of emperor penguins in the western Ross Sea. Antarct Sci 5:143–148

    Google Scholar 

  • Kooyman GL, Mullins JL (1990) Ross Sea emperor penguin breeding populations estimated by aerial photography. In: Kerry KR, Hempel G (eds) Antarctic ecosystems: ecological change and conservation. Springer, Berlin, pp 169–176

    Google Scholar 

  • Kooyman GL, Siniff DB, Stirling I, Bengston JL (2004) Moult habitat, pre- and post-moult diet and post-moult travel of Ross Sea emperor penguins. Mar Ecol Prog Ser 267:281–290

    Article  Google Scholar 

  • Kooyman GL, Ainley DG, Ballard G, Ponganis PJ (2007) Effects of giant icebergs on two emperor penguin colonies in the Ross Sea, Antarctica. Antarct Sci 19(1):31–38

    Article  Google Scholar 

  • Murphy EJ, Clarke A, Symon C, Priddle J (1995) Temporal variation in Antarctic sea–ice—analysis of a long-term fast-ice record from the South-Orkney Islands. Deep Sea Res (A Oceanogr Res Pap) 42:1045–1062

    Article  Google Scholar 

  • Schwaller MR, Benninghoff WS, Olson CE Jr (1984) Prospects for satellite remote sensing of Adélie penguin rookeries. Int J Remote Sens 5(5):849–853

    Article  Google Scholar 

  • Siniff D (1981) Seal population dynamics and ecology. J R Soc NZ 11:317–327

    Google Scholar 

  • Smith RC, Ainley D, Baker K, Domack E, Emslie S, Fraser B, Kennett J, Leventer A, Mosely-Thompson E, Stammerjohn S, Vernet M (1999) Marine ecosystem sensitivity to climate change. Biosci 49:393–404

    Article  Google Scholar 

  • Vaughan DG, Marshall GJ, Connolley WM, King JC, Mulvaney R (2001) Climate change: devil in the detail. Science 293:1777–1779

    Article  PubMed  CAS  Google Scholar 

  • Wilson PR, Ainley DG, Nur N, Jacobs SS, Barton KJ, Ballard G, Comiso JC (2001) Adélie penguin population change in the pacific sector of Antarctica: relation to sea-ice extent and the Antarctic Circumpolar Current. Mar Ecol Prog Ser 213:301–309

    Article  Google Scholar 

Download references

Acknowledgments

This project was supported by a Tinker Foundation Inc. grant for 2006–2007 to GK and NSF grants to PP (OPP 02-29638, OPP 02-24957, and OPP 05-38594). We thank all those at NSF that helped make this work possible, those at Raytheon Antarctic Support Services for all the field support and Kenn Borek Air and Petroleum Helicopters International for air support. We are grateful for the access to geographic information systems (GIS) software and a computer workstation at the IGPP Munk Lab, Scripps Institution of Oceanography, La Jolla, CA, USA. Satellite photos are DigitalGlobe. Mention of trade names does not indicate product endorsement. We are grateful for Christophe Barbraud’s helpful suggestions on an earlier draft.

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Correspondence to Shannon M. Barber-Meyer.

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Barber-Meyer, S.M., Kooyman, G.L. & Ponganis, P.J. Estimating the relative abundance of emperor penguins at inaccessible colonies using satellite imagery. Polar Biol 30, 1565–1570 (2007). https://doi.org/10.1007/s00300-007-0317-8

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  • DOI: https://doi.org/10.1007/s00300-007-0317-8

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