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Southern elephant seals: A top predator of the southern
ocean and a useful vehicle to study its environment

Susan Gallon
Southern elephant seals
               (Mirounga leonina)
Largest pinniped species (♂ 1500-3000 Kg, ♀ 400-600 Kg)

Extremely sexually dimorphic: male up to 10 times larger
than adult female

Long (up to 2 hours), deep (up to 2500 m) and nearly continuous
diving at sea (90 % diving)

2 annual migrations from their breeding and molting sites

Major consumers of Southern Ocean biomass
1- INVESTIGATING FORAGING STRATEGIES



  Study site:
  Elephant Island (61°S 55°W)
  29 southern elephant seals (5 PM SA
  ♂, 20 PM ♀ and 4 PR ♀)

  Whisker SI analyses
   15N a proxy for the trophic position of

  predator
   13C a proxy for foraging habitat



  Satellite tags (SMRU, St Andrews, UK)
  To track individual seals at sea and
  monitor their diving behaviour
  State Space Models (SSM) were used to
  infer foraging areas during seals’ migration.
  In these foraging areas we calculated:
  dive duration, dive depth, diel
  migration, shelf foraging and benthic
  foraging
1- INVESTIGATING FORAGING STRATEGIES
1- INVESTIGATING FORAGING STRATEGIES




                      Satellite tracked animals and kernel density of foraging area
1- INVESTIGATING FORAGING STRATEGIES

                  13C                                         15N                                        13C                                          15N

                  F203-262                                    F203-262                                   F255-263                                     F255-263
-18                                         14                                         -18                                         14
      0   2   4       6      8   10   12                                                     0   2   4       6      8   10   12
                                           13.5                                                                                   13.5
-19                                         13                                         -19                                         13
                                           12.5                                                                                   12.5
-20                                                                                    -20
                                            12                                                                                     12
                                           11.5                                                                                   11.5
-21                                                                                    -21
                                            11                                                                                     11
-22                                        10.5                                        -22                                        10.5
                                            10                                                                                     10
-23                                         9.5                                        -23                                         9.5
                                              9                                                                                     9
-24                                               0   2   4       6      8   10   12   -24                                                0   2   4       6      8   10   12



                                                                                                         F255-263                                     F255-263
                  F203-262                                    F203-262                 -18                                          14
                                                                                             0   2   4       6      8   10   12
-18                                         14                                                                                     13.5
      0   2   4       6      8   10   12                                               -19                                          13
                                           13.5
-19                                         13                                                                                     12.5
                                                                                       -20
                                           12.5
                                                                                                                                    12
-20                                                                                                                                11.5
                                            12                                         -21
                                                                                                                                    11
                                           11.5
-21
                                                                                       -22                                         10.5
                                            11
                                                                                                                                    10
-22                                        10.5
                                                                                       -23                                          9.5
                                            10
-23                                                                                                                                  9
                                            9.5
                                                                                       -24                                                0   2   4        6     8   10   12
                                              9
-24                                               0   2   4       6      8   10   12




                  F203-262                                    F203-262
-18                                         14
                                                                                                         13C                                          15N
      0   2   4       6      8   10   12
                                           13.5
-19                                         13
                                           12.5
-20                                                                                                      F229-265                                     F229-265
                                            12
                                                                                       -18                                         14
                                           11.5
-21                                                                                          0   2   4       6      8   10   12
                                                                                                                                  13.5
                                            11
                                                                                       -19                                         13
-22                                        10.5
                                                                                                                                  12.5
                                            10                                         -20
-23                                                                                                                                12
                                            9.5
                                                                                                                                  11.5
                                             9                                         -21
-24                                               0   2   4       6      8   10   12                                               11

                                                                                       -22                                        10.5
                                                                                                                                   10
Samples taken in November 2008 and 2009 and January 2009 for                           -23                                         9.5
                                                                                                                                    9
F203-262                                                                               -24                                                0   2   4       6      8   10   12



Samples taken in January 2008 and 2009 for F255-263 and F229-265                                         F229-265                                     F229-265
                                                                                       -18                                          14
                                                                                             0   2   4       6      8   10   12
                                                                                                                                  13.5
                                                                                       -19
                                                                                                                                    13
                                                                                                                                  12.5
                                                                                       -20
                                                                                                                                    12

                                                                                       -21                                        11.5
                                                                                                                                    11
                                                                                       -22                                        10.5
                                                                                                                                    10
                                                                                       -23
                                                                                                                                   9.5
                                                                                                                                     9
                                                                                       -24
                                                                                                                                          0   2   4       6      8   10   12
1- INVESTIGATING FORAGING STRATEGIES

                  13C                                          15N                                        13C                                          15N

                  F203-262                                     F203-262                                   F255-263                                     F255-263
-18                                          14                                         -18                                         14
      0   2   4       6      8   10    12                                                     0   2   4       6      8   10   12
                                            13.5                                                                                   13.5
-19                                          13                                         -19                                         13
                                            12.5                                                                                   12.5
-20                                                                                     -20
                                             12                                                                                     12
                                            11.5                                                                                   11.5
-21                                                                                     -21
                                             11                                                                                     11
-22                                         10.5                                        -22                                        10.5
                                             10                                                                                     10
-23                                          9.5                                        -23                                         9.5
                                               9                                                                                     9
-24                                                0   2   4       6      8   10   12   -24                                                0   2   4       6      8   10   12



                                                                                                          F255-263                                     F255-263
                  F203-262                                     F203-262                 -18                                          14
                                                                                              0   2   4       6      8   10   12
-18                                          14                                                                                     13.5
      0   2   4       6      8   10    12                                               -19                                          13
                                            13.5
-19                                          13                                                                                     12.5
                                                                                        -20
                                                                                                                                     12



                                      Similar profiles in consecutive years
                                            12.5
-20                                                                                                                                 11.5
                                             12                                         -21
                                                                                                                                     11
                                            11.5
-21
                                                                                        -22                                         10.5
                                             11
                                                                                                                                     10




                                       fidelity to foraging area and prey
-22                                         10.5
                                                                                        -23                                          9.5
                                             10
-23                                                                                                                                   9
                                             9.5
                                                                                        -24                                                0   2   4        6     8   10   12
                                               9
-24                                                0   2   4       6      8   10   12




                  F203-262                                     F203-262
-18                                          14
                                                                                                          13C                                          15N
      0   2   4       6      8   10    12
                                            13.5
-19                                          13
                                            12.5
-20                                                                                                       F229-265                                     F229-265
                                             12
                                                                                        -18                                         14
                                            11.5
-21                                                                                           0   2   4       6      8   10   12
                                                                                                                                   13.5
                                             11
                                                                                        -19                                         13
-22                                         10.5
                                                                                                                                   12.5
                                             10                                         -20
-23                                                                                                                                 12
                                             9.5
                                                                                                                                   11.5
                                              9                                         -21
-24                                                0   2   4       6      8   10   12                                               11

                                                                                        -22                                        10.5
                                                                                                                                    10
Samples taken in November 2008 and 2009 and January 2009 for                            -23                                         9.5
                                                                                                                                     9
F203-262                                                                                -24                                                0   2   4       6      8   10   12



Samples taken in January 2008 and 2009 for F255-263 and F229-265                                          F229-265                                     F229-265
                                                                                        -18                                          14
                                                                                              0   2   4       6      8   10   12
                                                                                                                                   13.5
                                                                                        -19
                                                                                                                                     13
                                                                                                                                   12.5
                                                                                        -20
                                                                                                                                     12

                                                                                        -21                                        11.5
                                                                                                                                     11
                                                                                        -22                                        10.5
                                                                                                                                     10
                                                                                        -23
                                                                                                                                    9.5
                                                                                                                                      9
                                                                                        -24
                                                                                                                                           0   2   4       6      8   10   12
1- INVESTIGATING FORAGING STRATEGIES

                                                         13C                                                    15N
                                                          F256                                                   F256
                                       -18                                           14
                                             0   2   4       6      8   10    12    13.5
                                       -19                                           13
                                                                                    12.5
                                       -20
                                                                                     12
                                                                                    11.5
                                       -21
                                                                                     11

                                       -22                                          10.5
                                                                                     10
                                       -23                                           9.5
                                                                                      9
                                       -24                                                 0   2       4             6         8         10      12




                                       WAP: Feed on the shelf, some benthic dives, lower                             13C       and higher               15N




                                                         F292-293                                               F292-293
                                       -18                                            14
                                             0   2   4       6      8   10    12
                                                                                    13.5
                                       -19                                            13
                                                                                    12.5
                                       -20
                                                                                      12
                                                                                    11.5
                                       -21
                                                                                      11

                                       -22                                          10.5
                                                                                      10
                                       -23                                           9.5
                                                                                       9
                                       -24                                                 0   2       4             6         8         10      12




                                       OPEN WATER: No shelf, no benthic dives, higher                           13C          and lower           15N




                                                           F209                                                  F209
                                       -18                                            14
                                             0   2   4       6      8    10    12
                                                                                    13.5
                                       -19                                            13
                                                                                    12.5
                                       -20
                                                                                      12
                                                                                    11.5
                                       -21
                                                                                      11

                                       -22                                          10.5
                                                                                      10
                                       -23                                           9.5
                                                                                       9
                                       -24                                                 0       2       4             6         8      10      12




                                       MIXED: Shelf, benthic dives, open water, mixed                          13C   and               15N     values
1- INVESTIGATING FORAGING STRATEGIES

                                                         13C                                                    15N
                                                          F256                                                   F256
                                       -18                                           14
                                             0   2   4       6      8   10    12    13.5
                                       -19                                           13
                                                                                    12.5
                                       -20
                                                                                     12
                                                                                    11.5
                                       -21
                                                                                     11

                                       -22                                          10.5
                                                                                     10
                                       -23                                           9.5
                                                                                      9
                                       -24                                                 0   2       4             6         8         10      12




                                       WAP: Feed on the shelf, some benthic dives, lower                             13C       and higher               15N




                                                         F292-293                                               F292-293


                         Different C and N profiles
                                       -18                                            14
                                             0   2   4       6      8   10    12
                                                                                    13.5
                                       -19                                            13
                                                                                    12.5
                                       -20




                    Different isotopic signature for seals
                                                                                      12
                                                                                    11.5
                                       -21
                                                                                      11

                                       -22                                          10.5
                                                                                      10




                   feeding in different geographic areas
                                       -23                                           9.5
                                                                                       9
                                       -24                                                 0   2       4             6         8         10      12




                                       OPEN WATER: No shelf, no benthic dives, higher                           13C          and lower           15N




                                                           F209                                                  F209
                                       -18                                            14
                                             0   2   4       6      8    10    12
                                                                                    13.5
                                       -19                                            13
                                                                                    12.5
                                       -20
                                                                                      12
                                                                                    11.5
                                       -21
                                                                                      11

                                       -22                                          10.5
                                                                                      10
                                       -23                                           9.5
                                                                                       9
                                       -24                                                 0       2       4             6         8      10      12




                                       MIXED: Shelf, benthic dives, open water, mixed                          13C   and               15N     values
1- INVESTIGATING FORAGING STRATEGIES


                                                         13C                                      15N




                                                         13C                                      15N


                                                          F252                                    F252
                                       -18                                      14
                                             0   2   4      6    8   10   12
                                                                               13.5
                                       -19                                      13
                                                                               12.5
                                       -20
                                                                                12
                                                                               11.5
                                       -21
                                                                                11

                                       -22                                     10.5
                                                                                10
                                       -23                                      9.5
                                                                                 9
                                       -24                                            0   2   4     6    8   10   12
1- INVESTIGATING FORAGING STRATEGIES


                                                         13C                                       15N

                                                         F261                                      F261
                                       -18                                       14
                                             0   2   4      6    8   10   12
                                                                                13.5
                                       -19                                       13
                                                                                12.5
                                       -20
                                                                                 12
                                                                                11.5
                                       -21
                                                                                 11

                                       -22                                      10.5
                                                                                 10
                                       -23                                       9.5
                                                                                  9
                                       -24                                             0   2   4     6    8   10   12




                  Similar C profile but different N profile 15
                                           13C                 N
                 Seals (from same gender and age class)
                                                          F252                                     F252

                 that forage in same habitat feed on prey
                                       -18


                                       -19
                                             0   2   4      6    8   10    12
                                                                                 14
                                                                                13.5
                                                                                 13
                                                                                12.5




                        from different trophic level
                                       -20
                                                                                 12
                                                                                11.5
                                       -21
                                                                                 11

                                       -22                                      10.5
                                                                                 10



                                Why? How?
                                       -23


                                       -24
                                                                                 9.5
                                                                                  9
                                                                                       0   2   4     6    8   10   12
2- IDENTIFYING FORAGING EVENT




  Translocation study:
  Kerguelen Island (49°S 69°E)
  3 adult female southern elephant seals
  (T3, T4 and T5)


  Satellite tags (SMRU, St Andrews, UK):
  Provided an estimate of the location of
  the animal at sea and on land


  Accelerometer tags
  (Loggend, CNRS, France):
  Placed on neck of the animal to detect
  feeding event
  2-D accelerations (heave and surge) at
  8 Hz (T4 and T5) and 16 Hz (T3)
  Depth sensor at 1 Hz
2- IDENTIFYING FORAGING EVENT




                                                                              Heave
                                                                              Surge




                                                                        400 m




 Static acceleration gravity or pitch
 Dynamic acceleration movements of the seals resulting from either stroking
 and/or rapid head movements
2- IDENTIFYING FORAGING EVENT



                                                                                 Heave
                                                                                 Surge
                                                                                 Threshold




                                                                              400 m




 Matlab (version 7.0.1) Low pass filter to extract static (gravitational) acceleration
 Feeding event acceleration spikes over the threshold
 Feeding dive acceleration profiles with more than one spike present in both the
 surge and heave axes
2- IDENTIFYING FORAGING EVENT
Climate
                             Ocean resources
                             Demography

        Oceanographers                                    Biologists



             Oceanographic                     Distribution and
             conditions                        availability of prey


-   Temperature                                           -   Prey species
-   Salinity                                              -   Prey encounter
-   Fluorescence                                          -   Foraging efficiency
-   Dissolve oxygen                                       -   Life history
3- FUTURE WORK
4- Merging expertise




          It may be possible to use seal tracking data to locate deep-sea coral habitats
          and furthermore to use bio-logging equipment attached to seals as platforms
          for ocean sensors to relay physical ocean data (e.g. salinity, temperature) from
          the areas they frequent. These physical data may be in turn be used to better
          identify and protect cold water coral habitats.
Thank you

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Southern Elephant Seals - Susan Gallon

  • 1. Southern elephant seals: A top predator of the southern ocean and a useful vehicle to study its environment Susan Gallon
  • 2. Southern elephant seals (Mirounga leonina) Largest pinniped species (♂ 1500-3000 Kg, ♀ 400-600 Kg) Extremely sexually dimorphic: male up to 10 times larger than adult female Long (up to 2 hours), deep (up to 2500 m) and nearly continuous diving at sea (90 % diving) 2 annual migrations from their breeding and molting sites Major consumers of Southern Ocean biomass
  • 3. 1- INVESTIGATING FORAGING STRATEGIES Study site: Elephant Island (61°S 55°W) 29 southern elephant seals (5 PM SA ♂, 20 PM ♀ and 4 PR ♀) Whisker SI analyses 15N a proxy for the trophic position of predator 13C a proxy for foraging habitat Satellite tags (SMRU, St Andrews, UK) To track individual seals at sea and monitor their diving behaviour State Space Models (SSM) were used to infer foraging areas during seals’ migration. In these foraging areas we calculated: dive duration, dive depth, diel migration, shelf foraging and benthic foraging
  • 5. 1- INVESTIGATING FORAGING STRATEGIES Satellite tracked animals and kernel density of foraging area
  • 6. 1- INVESTIGATING FORAGING STRATEGIES 13C 15N 13C 15N F203-262 F203-262 F255-263 F255-263 -18 14 -18 14 0 2 4 6 8 10 12 0 2 4 6 8 10 12 13.5 13.5 -19 13 -19 13 12.5 12.5 -20 -20 12 12 11.5 11.5 -21 -21 11 11 -22 10.5 -22 10.5 10 10 -23 9.5 -23 9.5 9 9 -24 0 2 4 6 8 10 12 -24 0 2 4 6 8 10 12 F255-263 F255-263 F203-262 F203-262 -18 14 0 2 4 6 8 10 12 -18 14 13.5 0 2 4 6 8 10 12 -19 13 13.5 -19 13 12.5 -20 12.5 12 -20 11.5 12 -21 11 11.5 -21 -22 10.5 11 10 -22 10.5 -23 9.5 10 -23 9 9.5 -24 0 2 4 6 8 10 12 9 -24 0 2 4 6 8 10 12 F203-262 F203-262 -18 14 13C 15N 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 F229-265 F229-265 12 -18 14 11.5 -21 0 2 4 6 8 10 12 13.5 11 -19 13 -22 10.5 12.5 10 -20 -23 12 9.5 11.5 9 -21 -24 0 2 4 6 8 10 12 11 -22 10.5 10 Samples taken in November 2008 and 2009 and January 2009 for -23 9.5 9 F203-262 -24 0 2 4 6 8 10 12 Samples taken in January 2008 and 2009 for F255-263 and F229-265 F229-265 F229-265 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 -21 11.5 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12
  • 7. 1- INVESTIGATING FORAGING STRATEGIES 13C 15N 13C 15N F203-262 F203-262 F255-263 F255-263 -18 14 -18 14 0 2 4 6 8 10 12 0 2 4 6 8 10 12 13.5 13.5 -19 13 -19 13 12.5 12.5 -20 -20 12 12 11.5 11.5 -21 -21 11 11 -22 10.5 -22 10.5 10 10 -23 9.5 -23 9.5 9 9 -24 0 2 4 6 8 10 12 -24 0 2 4 6 8 10 12 F255-263 F255-263 F203-262 F203-262 -18 14 0 2 4 6 8 10 12 -18 14 13.5 0 2 4 6 8 10 12 -19 13 13.5 -19 13 12.5 -20 12 Similar profiles in consecutive years 12.5 -20 11.5 12 -21 11 11.5 -21 -22 10.5 11 10  fidelity to foraging area and prey -22 10.5 -23 9.5 10 -23 9 9.5 -24 0 2 4 6 8 10 12 9 -24 0 2 4 6 8 10 12 F203-262 F203-262 -18 14 13C 15N 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 F229-265 F229-265 12 -18 14 11.5 -21 0 2 4 6 8 10 12 13.5 11 -19 13 -22 10.5 12.5 10 -20 -23 12 9.5 11.5 9 -21 -24 0 2 4 6 8 10 12 11 -22 10.5 10 Samples taken in November 2008 and 2009 and January 2009 for -23 9.5 9 F203-262 -24 0 2 4 6 8 10 12 Samples taken in January 2008 and 2009 for F255-263 and F229-265 F229-265 F229-265 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 -21 11.5 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12
  • 8. 1- INVESTIGATING FORAGING STRATEGIES 13C 15N F256 F256 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12 WAP: Feed on the shelf, some benthic dives, lower 13C and higher 15N F292-293 F292-293 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12 OPEN WATER: No shelf, no benthic dives, higher 13C and lower 15N F209 F209 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12 MIXED: Shelf, benthic dives, open water, mixed 13C and 15N values
  • 9. 1- INVESTIGATING FORAGING STRATEGIES 13C 15N F256 F256 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12 WAP: Feed on the shelf, some benthic dives, lower 13C and higher 15N F292-293 F292-293 Different C and N profiles -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20  Different isotopic signature for seals 12 11.5 -21 11 -22 10.5 10 feeding in different geographic areas -23 9.5 9 -24 0 2 4 6 8 10 12 OPEN WATER: No shelf, no benthic dives, higher 13C and lower 15N F209 F209 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12 MIXED: Shelf, benthic dives, open water, mixed 13C and 15N values
  • 10. 1- INVESTIGATING FORAGING STRATEGIES 13C 15N 13C 15N F252 F252 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12
  • 11. 1- INVESTIGATING FORAGING STRATEGIES 13C 15N F261 F261 -18 14 0 2 4 6 8 10 12 13.5 -19 13 12.5 -20 12 11.5 -21 11 -22 10.5 10 -23 9.5 9 -24 0 2 4 6 8 10 12 Similar C profile but different N profile 15 13C N Seals (from same gender and age class) F252 F252 that forage in same habitat feed on prey -18 -19 0 2 4 6 8 10 12 14 13.5 13 12.5 from different trophic level -20 12 11.5 -21 11 -22 10.5 10 Why? How? -23 -24 9.5 9 0 2 4 6 8 10 12
  • 12.
  • 13. 2- IDENTIFYING FORAGING EVENT Translocation study: Kerguelen Island (49°S 69°E) 3 adult female southern elephant seals (T3, T4 and T5) Satellite tags (SMRU, St Andrews, UK): Provided an estimate of the location of the animal at sea and on land Accelerometer tags (Loggend, CNRS, France): Placed on neck of the animal to detect feeding event 2-D accelerations (heave and surge) at 8 Hz (T4 and T5) and 16 Hz (T3) Depth sensor at 1 Hz
  • 14. 2- IDENTIFYING FORAGING EVENT Heave Surge 400 m Static acceleration gravity or pitch Dynamic acceleration movements of the seals resulting from either stroking and/or rapid head movements
  • 15. 2- IDENTIFYING FORAGING EVENT Heave Surge Threshold 400 m Matlab (version 7.0.1) Low pass filter to extract static (gravitational) acceleration Feeding event acceleration spikes over the threshold Feeding dive acceleration profiles with more than one spike present in both the surge and heave axes
  • 17. Climate Ocean resources Demography Oceanographers Biologists Oceanographic Distribution and conditions availability of prey - Temperature - Prey species - Salinity - Prey encounter - Fluorescence - Foraging efficiency - Dissolve oxygen - Life history
  • 19.
  • 20.
  • 21. 4- Merging expertise It may be possible to use seal tracking data to locate deep-sea coral habitats and furthermore to use bio-logging equipment attached to seals as platforms for ocean sensors to relay physical ocean data (e.g. salinity, temperature) from the areas they frequent. These physical data may be in turn be used to better identify and protect cold water coral habitats.

Notas del editor

  1. Southern elephant seals (Mirounga leonina) range widely throughout the Southern Ocean and are associated with important habitats (e.g., ice edges, shelf) where they accumulate energy (prey) to fuel their reproductive efforts on land.
  2. Why do we use southern elephant seals? They are a great study species because:Large size means can carry tagsLong migration throughout the southern ocean during summer and winter at great depthAccessible on land during breeding and moulting season. Top of the food chain in Southern Ocean.
  3. Several studies using accelerometer show the accurate detection of feeding event.Easy to do with captive animals or species that are central place foragers. More problematic with animals that spend months travelling through the southern ocean.
  4. Studying the foraging behaviour of top marine predators by establishing when and where they forage in relation to the oceanographic context is critical to understand how the natural variability of the marine environment and longer term changes induced by human activity could impact the foraging efficiency and consequently the demographic trajectories of these apex predators.
  5. Accelerometry might help determine at a finer scale if they use any clues in the vertical dimension: it could be water temperature, salinity, chlorophyll or bio-luminescence