Tracking
Foraging Trips of Penguins at Ross Island, Antarctica
Jean Pennycook ©
A Research Paper Presented to Paul Veisze
In Partial Fulfillment of the Requirements for
Geography 350, Data Acquisition in GIS
By
Jim Myers
May 2009
Abstract:
The
Adelie penguins are one of the indicator species of Antarctic sea ice
conditions, and in a larger sense, an indicator of global climate change.
Optimal
foraging theory assumes that the fitness of an animal is a function of the
efficiency of chick provisioning and self-feeding. Time and energy constraints weigh heavily on
the allocation between these two demands.
Balancing optimal foraging trip lengths, available food density, and resource
allocation to self-maintenance or chick provisioning weigh heavily on penguin
foraging patterns and habits. The
ecological model is currently complicated by a need to better
understand the spatial relationship between sea ice cover and not only the Adélie penguins, but also for the subsequent
location/production/and possibly survival of the penguins’ food source.
This
study tracks telemetry data collected from seven
Adélie
penguins (Pygoscelis adeliae) in the Ross Island area of Antarctica. These movement patterns are influenced by the
distribution of ice and the presence of their prey (food source). The data for this study was collected by Dr.
David Ainley and his research team during austral summers of 2007 and
2008. Dr Ainley and his research teams have
studied Adelie penguins for over 25 years.
The results were found to be within the ranges and characteristics observed
by other researchers. Understanding the life of penguins is an interesting study
in its own right, but many interconnected influences are at work in the
association between penguins, near-shore and sea ice, their local environments,
foraging needs and patterns, and global environmental change. Many researchers now study the effects of
global climate change on polar and coastal ecosystems. This is a part of an indicator species
research effort.
Introduction:
Purpose
Antarctica
is magical and intriguing part of the world that few human beings have ever set
foot upon. Due to recognition of the special
nature of this area, and the unique creatures that inhabit it, many areas have
already been designated with protected limited access. Numerous countries have research facilities
in Antarctica. McMurdo Station is the
main US research facility.
In the
austral summer, from about mid-November until early February, Adélie
penguins on Ross Island are busy with the process of courtship, nest building,
egg laying, incubation, and rearing chicks to the point where the offspring can
fend for themselves. During this time,
foraging efforts of the parents must be adequate to meet the nutritional needs
of both the chicks and the adults.
Typically both parents lose body mass during this chick-rearing period. This has also been postulated as a factor for
other birds, such as the Black-footed Albatross.
Foraging
trip lengths and durations are a few of the factors of interest to scientists
studying these birds. They are also
interested in where the foraging areas are, as well as the commute routes to
the feeding grounds.
Scope:
The
scope of this project is to acquire and analyze telemetry data from seven Adélie
penguins, tracked during a period of December/January of 2008 and 2009. The purpose of this paper is historical documentation
of foraging trip tracking, rather than making strict scientifically-supported
statements, interpretations, or observations about the birds. It is a focus on the basic biological
question of how far and where do Adélie penguins currently go to get food for
their chicks. This study is not a rigorous
biological study. Additional information
needed for such a research design is not currently available for consideration
in this paper. Such information is discretionary
proprietary property, and not available for general release. Discussions and any
conclusions reached in this report are intended for historical information and
background only, as influenced by the literature review.
Image Courtesy of Google™
Exhibit ‘1’
Procedure:
Raw tracking
data will be parsed and imported into ArcGIS for geo-referencing, geospatial review. Routes taken by the telemetry-tracked birds
will be mapped. Each bird’s route will
be plotted for visual analysis, with a tabular summary of each bird’s foraging
trip characteristics.
Acknowledgements:
This
geospatial analyst is deeply appreciative to those who have made this data
available. The telemetry data was
collected as a part of the work of Dr. David G. Ainley and his research team, who
are studying Adélie penguins at Ross Island, Antarctica. Dr. Ainley has been involved in penguin
research for over twenty-five years, and is heavily published and respected
expert on Adélie penguins. I am also
indebted to my friend Jean Pennycook, the educational liaison for Dr. Ainley’s
research. She has spent the past seven
seasons in Antarctica, involved in various aspects of Antarctic research. She is also the source of much of the photography
in this work.
Jean Pennycook©
Background (The Antarctic
Research Setting):
Ross
Island, Antarctica is located approximately 800 miles from the geographic South
Pole. New Zealand is the closest
northerly access route to this region, and Christchurch is the departure point
for the trip to McMurdo Station. The
flight from Christchurch to McMurdo Station is approximately 2200 miles. Exhibit 2A and 2B (below) illustrate the
geographic site location. Exhibit 3
shows a more detailed map of Cape Royds on Ross Island.
Exhibit 2A Exhibit
2B
Courtesy USGS
Exhibit 3
A complete large-size map of Ross
Island can be viewed and zoomed by using the following link: http://usarc.usgs.gov/drgs/dir1/c77190s1.jpg
Air
transportation for U.S. research efforts in Antarctica is provided by the 109thAirlift
Wing at Stratton ANGB (New York Air National Guard)
base in Scotia, New York. This support
is fully funded by the NSF.
Ski-equipped
LC-130 Hercules Transport Aircraft
U.S. Coast Guard icebreakers open a
route for marine access.
USCG ice breaker Polar Star
The
ice breaker Polar Star is able to ram her way though ice up to 6.4
meters (21 feet) thick and steam continuously through 1.8 meters (6 feet) of
ice at 3 knots (5.6 km/hour). There are
three pairs of connected tanks located on opposite sides of the ship to create a
movement necessary to efficiently work through the ice. Pumps transfer a tank's contents (133
kiloliters, 35,000 gallons) to an opposing tank in 50 seconds and generate
64,800 kilowatt-seconds (24,000 foot-tons) of torque on the ship. Operations in
the remote, hazardous, and unforgiving Polar Regions make it necessary for the
crew to be highly self-sufficient. Crew members have extensive training in a
variety of special skills.
McMurdo
Station is the main U.S. research station area, with a peak austral summer researcher/support
crew population of approximately 1100.
Raytheon Polar Services currently holds the contract to provide
logistical and facilities support for the U.S. Antarctic scientific research
effort. All Raytheon personnel
supporting the Antarctic logistics are deployed from Raytheon’s Centennial,
Colorado location. There is a small
contingent of core of personnel who remain during the severe Antarctic winters,
but their numbers are very limited. Most
on-site penguin research occurs from approximately mid November to end of
January. Temperatures at McMurdo during
this time can range from -20°C to as high as +10°C. Temperatures at the geographic South Pole during
the austral summer can range between -30°C to -20°C.
Background (Telemetry
and Satellite Imagery for Penguin Research):
Much
research has been conducted on penguin diets, foraging habits, reproductive
success, sea ice, and the interconnected biological relationships between the
birds and their environment. Other
species such as the Emperor, Magellanic, and Chinstrap penguin colonies occur
in areas of Antarctica, and are studied by different research groups. GIS and satellite technology is currently
being used for scientific research purposes.
The following link, http://link.brightcove.com/services/player/bcpid1256280131?bctid=1258472794
is a
four-minute video describing how Dr. Jerry Kooyman, Scripps School of
Oceanography is using imagery from Digital Globe satellites to track and count
Emperor penguin populations. He and his
research team are still trying to figure out how to best use the satellite
imagery tools to conduct their studies.
Because most of the area where the penguins live is inaccessible to
researchers, satellite imagery and telemetry tracking are powerful tools to
obtain information not available by traditional methods. Another link to a long video presentation at
UCSD relating to Dr. Kooyman’s work, with additional input from Dr. Ainley on Adélie
penguins, is in the “Links” appendix at the end of this paper.
Satellite telemetry is expensive, both
in terms of the cost of transmitters ($2000-$3,000 each), and the costs of
accessing data from the satellite system (Bradshaw, et al.). Telemetry transmitters must not impede the
penguin’s swimming or normal habits.
Attachment difficulties can result in interrupted tracking durations and
data losses, when the units become detached.
Some of these units also contain transducers for recording diving depths
of the penguins. All of this is spatial
data, which can readily be analyzed and displayed in a GIS. Despite the transmitter attachment and cost
challenges, GIS tools and methods are expanding.
During the austral summer of 2008, the
Antarctic Geospatial Information Center (AGIC) created a geospatial analyst
contact position at McMurdo Station.
AGIC is an NSF-funded program that has been established to serve the
geospatial (GIS) needs of USAP operations, research, and educational
communities. The current contact is
Michelle LaRue, who coordinates Antarctic geospatial research support through
the University of Minnesota.
Currently
there is a research proposal waiting for funding between NASA and Dr. Ainley’s
group. This study would use remote
sensing to further analyze the effect of sea ice dynamics and penguin
demographics.
Background (The
Research Efforts):
Exhibit
‘1’ (page 3) shows the location of Adélie penguin colonies in
the Ross Island area. The birds have
colonial nesting habits, and typically return to their native colony. A small percentage of birds have been found to
move between colonies. Ice and food
availability appears to influence the movement decisions. The Cape Royds penguin colony is geographically
at 77.5440° S, and 166.0869° E. See the
map on Exhibit ‘3’ (page 5) to identify the location. The sea is the sustaining base for life in Antarctica. Both predator and prey depend upon it.
Optimal
foraging theory assumes that the fitness of an animal is a function of the
efficiency of provisioning and self-feeding.
Penguins must forage for food to sustain their metabolic needs, as well
as sustaining the metabolic needs of their chicks, until the chicks are large
enough to fend for themselves. Time and
energy constraints weigh heavily on the allocation between these two
demands. Low reproductive rates of
long-lived sea birds have been attributed to the limitations on the acquisition
of energy during the breeding season (Lack 1968). Fluctuations in the availability of nearby
food sources and the distances involved for transporting food have a direct
impact on the reproductive success of the birds.
Typical
lifetimes are ~15, up to 20 years (Ainley), and it appears that there is
increased reproductive success with age and experience. Chicks usually do not return to their native
colonies for about three to five years. The
extent of the sea ice affects the duration of foraging trips, as the penguins
must walk over the ice to reach open water in their search for food. Foraging trips may be long or short,
depending upon the stage of chick rearing, and the nutritional condition of the
adult. Short trip durations may be
around 20 kilometers, while the longer trips are in the 80-120 kilometer range. There are differences between species, and
some penguins go much further in their long foraging trips. The penguin diet consists of fish, squid, and
krill. An amazing aspect of this
foraging activity is that apparently the penguins can stop or delay digestion, so
their stomachs can act as a storage repository until mealtime for the chicks
(Boresma).
After
the eggs are laid, the male incubates the clutch for about two weeks, while the
female goes to sea to feed. In the last week of incubation (about 34 day
incubation), the pair relieve one another every other 1-2 days. The guard stage lasts about three weeks after
the chicks hatch. Feeding requirements
are high, and chicks must always be protected against the predatory Skua. At post-guard or crèche stage, both parents
must forage for food and leave the fledglings un-guarded. Until the end of the
guard stage (about the beginning of January) the small, weak, and uncoordinated
chicks can be attacked directly by the skuas.
Skuas
attacking an unguarded chick
Changes in body mass and foraging trip lengths
have been found to be different for male Adelie penguins versus the females.
The males have statistically higher body weight than the females at the
beginning of the nesting period. In one
study, after the eggs hatch, both sexes lost significant body mass, but the
males typically lost about twice as much.
Males typically undertook shorter foraging trips than the females. This study also indicated that the females
made longer foraging trips and consumed more and different food, as determined
by an automated weighing device (PIT microchip monitoring) and guano
analysis. Birds are marked with a ‘flipper
band’ number on their left flipper (for easy band location and visual identification),
and some birds have implanted PIT (passively-interrogated transponder) tags which can identify individual penguins
remotely as they walk over a computerized weighbridge (wb). Much collaborating data can be collected and
associated with these trips.
Short
trips occur most frequently during guard stage, when the chicks are small, and
must be tended constantly. Departure
weights prior to long trips were significantly lighter than those for short
trips. The decision to forage far from
the colony probably occurs when body condition reached a threshold level.
Background (Sea Ice
Influences):
The ice influences populations through
a number of processes operating at different temporal and spatial scales. Study results at Bechervaise Island,
Antarctica show that the presence and timing of different types of ice have an
impact on reproduction of Adélie penguins (Emmerson). The implications of near-shore and off-shore
ice and Adélie penguin populations are complicated by timing as well as
presence of the ice, which has an annual dynamic. To illustrate these
differing conditions, compare Exhibit 4 and Exhibit 5, below. Exhibit 4 shows the area west of Ross Island
and Cape Royds as being open water.
Year 2000, prior to ice berg B-15 and
B-16 Exhibit 4
However,
in Exhibit 5 ice exists almost all the way north to Cape Bird.
Year 1995 Exhibit 5
(Ross Island
is in the center of Exhibit 5). Refer to
earlier exhibits to orient features on Ross Island. In 2008, the ice had not moved out in usual
fashion, and the birds had to walk 50 miles to reach the water’s edge until the
ice finally did open up. See Exhibit 6,
below. The red arrow in exhibit 6 indicates
the approximate location of Cape Royds.
The sea- ice edge was approximately 50
miles away, which was a two-day walk,
one way, and prior to any feeding. This extensive ice resulted in birds
abandoning their eggs and nest because of long-overdue returns of the
mate. Once the nest is abandoned, the
eggs are quickly scooped up by skuas.
There is concern about the impact
environmental change will have on the presence of sea ice and the resulting
impact on penguin populations. The type,
extent, and location of the ice are thought to have varying impacts on penguin
populations. Near-shore ice has a strong
negative impact on penguin productive performance. At some sites, this has been associated with
the lengthened duration of foraging trips created by the extensive near shore
ice. At the same time, offshore ice
(usually pack ice, located further out) appears beneficial when it has greater
presence than the near shore ice during the guard stage (from the time the
chicks are hatched plus 3 to 4 weeks).
This appears to be due to the influence of prey (food) availability and
the proximity of the food to the nesting areas.
During the guard stage, short foraging trips are needed for frequent
feedings critical to chick survival.
In the Bechervaise Island study, a
number of models were tested for significance over a 17 year period, ending in
2006/2007. Some models were poorly
represented during the years studied.
There was an advantage to considering temporal influences of ‘winter’
vs. ‘summer’ ice rather than an average annual value. Similarly, considering guard stage ice in
both near-shore and off-shore regions demonstrated better explanations of the
data. The strongest model indicated that
breeding success is a factor of sea ice cover, but it also suggests that only
certain combinations of spatial and/or temporal measures of sea ice are
important. The combination of reduced
near-shore ice and extensive pack ice further off-shore during the guard stage
produce optimal conditions for good access and suitable foraging habitat.
The understanding at this juncture is
complicated further by a need to better understand the spatial relationship
between sea ice cover and the subsequent location/production/and possibly
survival of the prey (food source) of the Adélie penguins. Because of the complexity in the food web,
and interaction between species in relation to the physical environment, it may
be difficult to describe a clear connection (Ainley & Nichol et. al.
2007). It is clear that sea ice
influence penguin populations, but more research is need to clarify the
mechanisms at work for different populations experiencing very different ice
environments. For example, Ross Island
is further south than Bechervaise Island, and in a scenario of reduced sea ice
due to global climate change, Ross Island populations may benefit. Because of the strong link between
reproductive performance and the ice environment, Adélie penguin populations
are likely to be sensitive to future changes in the ice environment.
Sometimes things happen to an adult
while foraging for food.
Leopard
seal and penguin
Methods:
The raw data were prepared in Microsoft
Excel, and put in the proper formats for input into ArcGIS software. The raw data for each bird was imported into
a separate GIS file. The data were
displayed, and track-line was digitized to connect the date-referenced data
points, creating a scaled plot of the data.
Total travel distances for each bird, as well as measurements of trip
statistics revealed by the data plots, were extracted. A table was developed with the collected and
averaged statistics. A scatter plot was
created to show all data points for all of the birds (See figures1 and
1A).
Results:
Shown
below are seven telemetry tracking plots (Figures 2 through 8) of the birds in
the study sample. Raw date, latitude and
longitude data are also displayed below the plots. Figure 1 is a scatter plot, showing all data
points for all of the tracked subjects. Figure 1A is a foraging trip summary table of
notable statistics developed for each bird.
The model bird is 70278, who easily has the most locations close to the
nest. The short star-pattern foraging
trips appear to demonstrate systematic searching for the best foraging grounds,
with one long trip during the middle of the tracking dates.
In
the displayed data files, southern hemisphere latitude is always negative, east
longitudes are positive, and west longitudes are negative. With the exception of penguin 79610, all of
the observations were east longitudes.
Penguin
Foraging Trip Summary Table
Figure
1A
Jean Pennycook©
Analysis:
The
plots represent the tracking paths in a spatially-correct layout, but do not
show detail of ice conditions at the time.
No-cost, high-resolution imagery of the area during the two austral
summer years covered did not appear to be available. The technical and financial challenges to be
to be addressed were greater than the benefit to be gained for the purpose of
this study. With the limited raw
tracking data available for this study, greater detail would probably not add
significantly to the interpretive value.
The coordinate system used for the plots was a south pole stereographic,
with a stereographic projection.
The
available latitude/longitude coordinate data were to the nearest hundredth of a
degree (0.01). By definition, one minute
of arc measurement in latitude is the same distance everywhere on earth (~6080
feet or one nautical mile). A hundredth
of a degree is roughly 0.6 nautical miles in latitude, or 3,648 feet. Accuracy of the latitude position plot using
this measurement scale would be approximately half of that amount, or 1824 feet
(0.34 statute miles). A 0.0001 degree
difference corresponds to 36.5 feet, which is common for GPS position
reporting. Latitude positioning in this
case is very coarse.
The
distance difference in longitude values is different at every latitude because
longitude lines converge at the poles. At latitude -76°S, a 0.10 degree difference in
longitude arc distance would be significantly less distance than a 0.10 degree difference
in latitude arc distance. However, latitude
positioning accuracy (1824’) still compromises the latitude position plot,
without any calculation of the longitude component. Considering current technology, the original raw
data must have been much more accurate (at least in latitude measure).
Not
having access to additional information about the individual birds (weights,
gender, age, etc.) was unfortunate, and therefore left outside of the developed
scope for this paper. Food loads
returned increase with trip length (Ainley), but data was not available to explore
this. The tracking observations would be more helpful if they were
reported/available more often (maybe every six hours). Penguins act like optimal foragers as long as
the feeding trips are less than or equal to two days (Ainley). With one observation (assuming equally-spaced
temporal observations) data point per day, durations of nest-sitting are
difficult to ascertain. However, this is
probably a moot point, since the data location plots are so coarse. A bird could actually be a quarter-mile north
of the nest and still have reported coordinates that are the same as the nest
coordinates. It is quite possible that
weighbridge data was used to monitor nest time.
Jean Pennycook©
Conclusions:
The tracking of these seven birds
demonstrated the diversity of trip lengths and different geographic patterns
covered. Due to wide variations in the
habits of the subjects, and a small sample size, it is difficult to say much in
a definitive sense. The ‘usual’
short-trip distance was around 40 KM or less, with an approximate maximum
long-trip distance of 120 KM to 170 KM.
The literature indicates that the usual foraging trip length
requirements of the Cape Royds penguins might be shorter than in some other
areas. Winter migration distances are
another study.
Tracking studies from Bechervaise
Island in 1997 indicated local foraging trips taken particularly by males
during the guard stage would be about 20 KM.
This appears consistent with some of the trip lengths in this sample. Offshore trips at Bechervaise Island were
carried out by males or females, 80 KM to 120 KM offshore (Clarke et al.
1998). This also appears to be
consistent with the observations of this tracking study.
From literature reviews it is clear
that studies are being done which have a lot more data to work with in
conjunction with the tracking data. More
frequent tracking intervals (maybe six-hour rather than daily) would allow
better analysis of time spent on the nest.
Knowing the gender and weights as monitored by the weigh-bridges, and
retrieving guano samples after the trip might provide more spatial information for
analysis about the type of food collected in a particular region of the
ocean. All of this and more may have
been done, but the information at hand does not tell that story.
Telemetry and GIS analysis can provide powerful
analytical capability, as well as interactive data access/display. This is much
more than just static mapping. GIS can
also use of current imagery for identification of sea ice limits (and possibly
depths from remote sensing methods), since these ice factors significantly influence
foraging routes and distances. Models of
sea ice influence on penguin population would benefit from in-depth study of spatial
and temporal scales of the ice, and its influence on demography. GIS technology
is the tool for this analysis.
Currently, Adélie penguins are not
endangered. Although their populations are declining in some colonies, they are
stable in others. These species are important to watch, as they are bio-indicators
of environmental change.
Jean Pennycook©
Field Accommodations
References:
1. Ainley, D.G., E.F. O’Connor, “The Marine Ecology of Birds in the Ross
Sea, Antarctica”, Am Orthinol Union Monogr, (1984), 32:1-97.
2. Ainley, D. G. Ballard, L. Balance, K. Dugger,
N. Nur, G. Rau, C. Rubic, “Understanding
Penguin Response To Climate and Ecosystem Change”, pp 1-13, Retrieved April 23, 2009, from
http://penguinscience.com/current_sum.php
3. Australian Antarctic Division, “Adélie Penguin
Satellite Tracking”, Retrieved March
5, 2009, from http://www.aad.gov.au/default.asp?casid=2945.
4. Bardsley, R.J, “DigitalGlobe Satellite Imagery
Plays Key Rolein Emperor Penguin Protection and Research”, Retrieved March 5, 2009 from http://www.redorbit.com/modules/news/tools.php?tool=print&id=1123042.
5. Boersma, P.D., “Penguins as Marine Sentinels”, Bio
Science, July July/August
2008 / Vol. 58 No. 7 doi: 10.1641/B580707, Retrieved March 5, 2009, from
http://www.aibs.org/bioscience-press-releases/resources/Boersma.pdf
6. Clarke, J.R., “Partitioning of foraging effort in Adélie penguins provisioning
chicks at Bechervaise Island, Antarctica”,
Polar Biology, (Spring 2001),
24:16-20.
7. Davis, L.S., Harcourt, R.G., C. J. Bradshaw, “The
Winter Migration of Adélie Penguins Breeding in the Ross Sea Sector of
Antarctica”, Polar Biology, (2001),
24:593-597.
8. Emerson, L., Southwell, C., “Sea Ice Cover and Its Influence on Adélie
Penguin Reproductive Performance”, Ecology,
(2008), 89(8): 2096–2102
9. Finn, L., Leah, “UW Researchers to Increase
Penguin Tracking”, the Daily of the
University of Washington, August 15, 2007.
10. Pennycook, J., Educational Liaison for D, G. Ainley, Personal
Interview, February, 2009.
11. Shannon, S., “Researchers Track South American Penguins,
Well Dressed and Well Traveled”, Retrieved
April 22, 2009 from http://faculty.washington.edu/boersma/updates/penquinsinthelamp.pdf.
12. University of Washington (2007, August 10), “Satellite
Tracking Will Help Answer Questions About Penguin Travels”, ScienceDaily, Retrieved
March 5, 2009, from http://www.ScienceDaily.com/releases/2007/08/070806123601.htm
13. Yoda, K, and Y. Ropert-Coudert, “Temporal Changes in Activity Budgets of Chick Rearing Adélie
Penguins”, retrieved April 22, 2009
from http://www.springerlink.com/content/41747120123h1847/.
Exhibit Sources and Photo Credits:
http://astro.uchicago.edu/cara/vtour/mcmurdo/ for un-referenced imagery
http://penguinscience.com/ Viola Toniolo, via e-mail use request
Jean Pennycook, personal use
authorization
Links:
Education perspectives on ocean science
videos
http://www.ucsd.tv/oceanscience/
National Science Foundation -
Antarctica logistics and research station videos
http://www.nsf.gov/news/overviews/arcticantarctic/interactive.jsp
Penguin Survival in a Changing World (Dr.
Kooyman, with Dr. Ainley - 55 minutes)
http://www.ucsd.tv/search-details.asp?showID=13814
Research site for Dr. David Ainley.
Just For fun: An Australian video on
physical facts of the universe.