A small unmanned aerial system for estimating abundance and size of Antarctic predators

Polar Biology

Volumn 38, Issue 5, 2015, Pages 619-630

  Goebel, Michael E ^a   Perryman, Wayne L ^a   Hinke, Jefferson T ^a   Krause, Douglas J ^a   Hann, Nancy A ^b   Gardner, Steve ^c   LeRoi, Donald J ^d  

^a NOAA SOUTHWEST FISHERIES SCIENCE CENTER   (United States)

^b NOAA EARTH SYSTEM RESEARCH LABORATORY   (United States)

^c VIASAT INC   (United States)

^d ViaSat Inc ^*  (United States)

Author keywords

Antarctic fur seal; Leopard seal; Penguin; Photogrammetry; UAS; VTOL

Indexed keywords

ABUNDANCE; AERIAL PHOTOGRAPHY; AIRCRAFT; AMBIENT NOISE; IMAGE RESOLUTION; MARINE ECOSYSTEM; PINNIPED; QUANTITATIVE ANALYSIS; SATELLITE IMAGERY; SPATIAL DISTRIBUTION; UNMANNED VEHICLE;

ANTARCTICA;

ARCTOCEPHALUS GAZELLA; EUPHAUSIACEA; HYDRURGA LEPTONYX; SPHENISCIDAE;

EID: 84937974232     PISSN: 07224060     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00300-014-1625-4     Document Type: Article

References (41)

1. Agnew DJ (1997) Review: the CCAMLR ecosystem monitoring programme. Antarct Sci 9:235–242
2. Ainley DG, Ballard G, Karl BJ, Dugger KM (2005) Leopard seal predation rates at penguin colonies of different size. Antarct Sci 17:335–340
3. Anderson K, Gaston KJ (2013) Lightweight unmanned aerial vehicles will revolutionize spatial ecology. Front Ecol Environ 11:138–146
4. Bañon M, Justel A, Velàzquez D, Quesada A (2013) Regional weather survey on Byers Peninsula, Livingston Island, South Shetland Islands, Antarctica. Antarct Sci 25:146–156
5. Barber-Meyer SM, Kooyman GL, Ponganis PJ (2007) Estimating the relative abundance of emperor penguins at inaccessible colonies using satellite imagery. Polar Biol 30:1565–1570
6. Bell CM, Hindell MA, Burton HR (1997) Estimation of body mass in the southern elephant seal, Mirounga leonina, by photogrammetry and morphometrics. Mar Mamm Sci 13:669–682
7. Boveng PL, Hiruki LM, Schwarz MK, Bengtson JL (1998) Population growth of Antarctic fur seals: limitation by a top predator, the leopard seal? Ecology 79:2863–2877
8. Cosens SE, Blouw A (2003) Size- and age-class segregation of bowhead whales summering in northern Foxe Basin: a photogrammetric analysis. Mar Mamm Sci 19:284–296
9. Croxall JP, Kirkwood ED (1979) The distribution of penguins on the Antarctic Peninsula and islands of the Scotia Sea. British Antarctic Survey, Cambridge
10. Cubbage JC, Calambokidis J (1987) Size-class segregation of bowhead whales discerned through aerial stereophotogrametry. Mar Mamm Sci 3:179–185
11. Forcada J, Trathan PN, Boveng PL, Boyd IL, Burns JM, Costa DP, Fedak M, Rogers TL, Southwell CJ (2012) Responses of Antarctic pack-ice seals to environmental change and increasing krill fishing. Biol Conserv 149:40–50
12. Fretwell PT, Trathan PN (2009) Penguins from space: faecal stains reveal the location of emperor penguin colonies. Glob Biol Biogeogr 18:543–552
13. Fretwell PT, LaRue MA, Morin P, Kooyman GL, Wienecke B, Ratcliffe N, Fox AJ, Fleming AH, Porter C, Trathan PN. (2012) An emperor penguin population estimate: the first global, synoptic survey of a species from space. PLoS One 7(4):10.1371
14. Funaki M, Hirasawa N (2008) Outline of a small unmanned aerial vehicle (Ant-Plane) designed for Antarctic research. Polar Sci 2:129–142
15. Grémillet D, Puech W, Garçon V, Boulinier T, Le Maho Y (2012) Robots in ecology: welcome to the machine. Open J Ecol 2:49–57
16. Hodgson A, Kelly N, Peel D (2013) Unmanned aerial vehicles (UAVs) for surveying marine fauna: a dugong case study. PLoS ONE 8(11):e79556. doi:10.1371/journal.pone.0079556
17. Hunt KE, Moore MJ, Rolland RM, Kellar NM, Hall AJ, Kershaw J, Kraus SD (2013) Overcoming the challenges of studying conservation physiology in large whales: a review of available methods. Conserv Physiol 1:1–24
18. Jones GP IV, Pearlstine LG, Percival HF (2006) An assessment of small unmanned aerial vehicles for wildlife research. Wildl Soc Bull 34(3):750–758
19. Koh LP, Wich SA (2012) Dawn of drone ecology: low-cost autonomous aerial vehicles for conservation. Trop Conserv Sci 5:121–132
20. Koski WR, Allen T, Ireland D, Buck G, Smith PR, Macrander AM, McDonald TL (2009) Evaluation of an unmanned airborne system for monitoring marine mammals. Aquat Mamm 35:347–357
21. LaRue MA, Rotella JJ, Garrott RA, Siniff DB, Ainley DG, Stauffer GE, Porter CC, Morin PJ (2011) Satellite imagery can be used to detect variation in abundance of Weddell seals (Leptonychotes weddellii) in Erebus Bay, Antarctica. Polar Biol 34:1727–1737
22. Lowry MS (1999) Counts of California sea lion (Zalophus californianus) pups from aerial color photographs and from the ground: a comparison of two methods. Mar Mamm Sci 15:143–158
23. Lynch HJ, LaRue MA (2014) First global census of the Adélie Penguin. Auk 131:457–466
24. Lynch HJ, White R, Black AD, Naveen R (2012) Detection, differentiation, and abundance estimation of penguin species by high-resolution satellite photography. Polar Biol 35:963–968
25. McMahon CR, Howe H, van den Hoff J, Alderman R, Brolsma H, Hindell M (2014) Satellites, the all-seeing eyes in the sky: counting elephant seals from space. PLoS ONE 9(3):e92613. doi:10.1371/journal.pone.0092613
26. Meretsky VJ, Brack V, Carter TC, Clawson R, Currie RR, Hemberger TA, Herzog CJ, Hicks AC, Kath JA, MacGregor JR, King RA, Good DH (2010) Digital Photography Improves consistency and accuracy of bat counts in hibernacula. J Wildl Manag 74:166–173
27. Miller CA, Best PB, Perryman WL, Baumgartner MF, Moore MJ (2012) Body shape changes associated with reproductive status, nutritive condition and growth in right whales Eubalaena glacialis and E. australis. Mar Ecol Prog Ser 459:135–156
28. Nicol S, Foster J, Kawaguchi S (2012) The fishery for Antarctic krill-recent developments. Fish Fish 13:30–40
29. Norton-Griffiths M (1974) Reducing counting bias in aerial censuses by photography. Afr J Ecol 12:245–248
30. Perryman W, Lynn M (2002) Evaluation of nutritive condition and reproductive status of migrating gray whales (Eschrichtius robustus) based on analysis of photogrammetric data. J Cetacean Res Manag 4:155–164
31. Perryman W, Goebel M, Ash N, LeRoi D, Gardner S (2014) Small unmanned aerial systems for estimating abundance of krill-dependent predators: a feasibility study with preliminary results. In: Walsh JG (ed) AMLR 2010–2011 field season report. NOAA Tech Memo, NOAA-TM-NMFS-524, pp 64–72
32. Robertson R, Moreno CA, Lawton K, Kirkwood R, Valencia J (2008) Comparison of census methods for black-browed albatrosses breeding at the Ildefonso Archipelago, Chile. Polar Biol 31:153–162
33. Sardà-Palomera F, Bota G, Vinolo C, Pallares O, Sazatornil V, Brotons L, Sarda F (2012) Fine-scale bird monitoring from light unmanned aircraft systems. Ibis 154:177–183
34. Schwarz LK, Goebel ME, Costa DP, Kilpatrick AM (2013) Top-down and bottom-up influences on demographic rates of Antarctic fur seals Arctocephalus gazella. J Anim Ecol 82:1365–2656
35. Siniff DB, Stone S (1985) The role of the leopard seal in the tropho-dynamics of the Antarctic marine ecosystem. In: Siegfried WR, Condy PR, Laws RM (eds) Antarctic nutrient cycles and food webs. Springer, Berlin, pp 555–560
36. Southwell C, Bengtson J, Bester M, Blix AS, Bornemann H, Boveng P, Cameron M, Forcada J, Laake J, Nordoy E, Plötz J, Rogers T, Southwell D, Steinhage D, Stewart BS, Trathan P (2012) A review of data on abundance, trends in abundance, habitat use and diet of ice-breeding seals in the Southern Ocean. CCAMLR Sci 19:49–74
37. Southwell C, McKinlay J, Low M, Wilson D, Newbery K, Lieser JL, Emmerson L (2013) New methods and technologies for regional-scale abundance estimation of land-breeding marine animals: application to Adélie penguin populations in East Antarctica. Polar Biol 36:843–856
38. Van Cise AM, Goebel ME (2011) Annual weather report: Cape Shirreff, Livingston Island, Antarctica. In: Van Cise AM (ed) AMLR 2009/2010 field season report: objectives, accomplishments and tentative conclusions. NOAA Tech Memo, NOAA-TM-NMFS-470, pp 42–46
39. Watts AC, Perry JH, Smith SE, Burgess MA, Wilkinson BE, Szantoi Z, Ifju P, Percival HF (2010) Small unmanned aircraft systems for low-altitude aerial surveys. J Wildl Manag 7:1614–1619
40. Watts AC, Ambrosia VG, Hinkley EA (2012) Unmanned aircraft systems in remote sensing and scientific research: classification and considerations of use. Remote Sens 4:1671–1692
41. Woehler EJ, Croxall JP (1997) The status and trends of Antarctic and sub-Antarctic seabirds. Mar Ornithol 25:43–66