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Gliding from limnology to
    paleolimnology to study the
 ecosystem-wide consequences of
human pressures on lake food webs
                  Marie-Elodie Perga
          Alpine Centre for Research on Lake Food Webs
         French National Institute for Agronomical Research
                     Thonon Les Bains, France


                   Contributing authors:
     B. Alric, F. Arnaud, V. Berthon, D. Debroas, I.
    Domaizon, V. Frossard, JP Jenny, A. Kirkham,
    M. Manca, A. Marchetto, L. Millet, C. Pignol, JL
       Reyss, O. Savichtcheva, F. Sylvestre, V
                        Verneaux.
From Neo to Paleo-limno:
                               Is it just about switching tools and
                                            timeframe?
                                     14614 papers                                                                                           2656 papers
                       7                                                                                                7
                                          Neo-limno                                                                                       Paleo-limno
                       6       Eutrophication/re-oligotrophication                                                      6
% total publications




                                                                                                 % total publications
                       5       Climate                                                                                  5
                       4       Both                                                                                     4
                       3                                                                                                3
                       2                                                                                                2
                       1                                                                                                1
                       0                                                                                                0
                           1990
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                                  1994
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                                                1998
                                                       2000
                                                              2002
                                                                     2004
                                                                     2006
                                                                            2008
                                                                                   2010
                                                                                          2012




                                                                                                                            1990
                                                                                                                            1992
                                                                                                                                   1994
                                                                                                                                          1996
                                                                                                                                                 1998
                                                                                                                                                        2000
                                                                                                                                                               2002
                                                                                                                                                                      2004
                                                                                                                                                                      2006
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                                                                                                                                                                                           2012
                                                Publication Year                                                                                 Publication Year



                           Problem-solving approaches                                                                               Paleoclimatology
                                  predictions

                                                                                                                        Data from WEB OF KNOWLEDGESM
François Hollande & David Cameron, le 18 mai 2012. REUTERS/Andrew Winning
Recent convergence
               of Neo and Paleo-limno issues:
                        An example



                                         Limnology & Oceanography 2009

                                           Climate
 Geoscience


                               Paleo
 Canada 1994




                                                         Neo
                                        Lake response
“Some lakes/proxies are more
                                       Lakes/compartments are unevenly
   adequate than others to
                                              sensitive to climate
  reconstruct past climate”
Lake sensitivity to climate change
• Lake response to climate is highly context-dependent.
• Interactions between local (nutrient, POPs…) and climate forcings




                      Similar eutrophication, different lakes and
                                       climates
                     The strength of interactive effects of climate
                         and eutrophication are site-specific



                        Lake sensitivity to climate change shall
                       depend on the intensity of local forcings?

                   Comparable lakes submitted to similar
                   climate, different intensities of local forcings
                   H: climate effects depends on the intensity of
                   local human pressures
Members
                                    2009-2012

                   Fabien ARNAUD
                   Jean-Philippe
Benjamin ALRIC     JENNY             Jean-Louis        Victor
Vincent BERTHON Cécile PIGNOL        REYSS             FROSSARD
Isabelle DOMAIZON Pierre SABATIER                      Laurent MILLET
Valérie HAMELET                                        Valérie
Amy KIRKHAM                                            VERNEAUX
Marie-Elodie PERGA
Olga SAVICHTCHEVA
Clément VILLAR                       Markus MOEST
                                     Piet SPAAK  Nathalie COTTIN
                   Marina MANCA
                   Aldo                          Emmanuel
                   MARCHETTO                     NAFFRECHOUX




                   Jessica BLACK
                   Florence                       www.inra.fr/iper-retro
                   SYLVESTRE
Our playgrounds
 Peri-alpine lakes : large, deep, moderately alkaline, monomictic


             Lake Geneva




                              Lake Annecy
          Lake Bourget


                         20 km


Lake       Altitude      Length      Max     Surface
           (m asl)       (km)        Depth   area
                                     (m)     (km²)
                                                       Glacial-tectonics origins
                                                       15000-19000 years old
Geneva     372           73          309     581.3
Bourget    240           18          145     44.5
Annecy     446           15          82      27.6
Climate forcings on the three lakes
                                    Climate
                       (Winter temperature anomalies °C)


                Annecy




                Bourget




                Geneva



                                       Year

Auer I et al. (2007) HISTALP - historical instrumental climatological surface time
                    series of the Greater Alpine Region. Int. J. Climatol. 27:17-46
Demography and human pressures over
         the last 150 years




         Annexation




         Demography of the city of Annecy
Demography and human pressures over
         the last 150 years




                 Annexion




  “France cleaning up the faces of   “Marmots are now fashionable”
     her new sons to see them”
                 Demography of the city of Annecy

                 L’Illustration, Journal Universel, June 30th 1860
Demography and human pressures over
         the last 150 years

                    Railway


        Franco-Prussian War

         Annexion
                 Crisis




         Demography of the city of Annecy


                       Advertisement from the French railway
                               company around 1920
Demography and human pressures over
                      the last 150 years
                                                     Dvt of tourism

                                              Railway


                                Franco-Prussian War

                                  Annexion
                                            Crisis
International exposition of tourism and hydroelectrical power,
                              1925                    Bar turning
                                                       Hydroelectrical
                                                   industry in 1936
                                                       Power, industry
                                                        (Savoy)



                                   Demography of the city of Annecy
Demography and human pressures over
         the last 150 years
                                             High intern
                          Dvt of tourism
                                            immigration
                    Railway                     rate


        Franco-Prussian War

         Annexion
                 Crisis

                          Hydroelectrical
                              power



         Demography of the city of Annecy
Local human forcings on the three lakes
                                        Nutrient inputs        Fisheries management/
                                                                 Whitefish Stocking

                                             ≈15 (µgP L-1)
                                                                        1936-1997
Annecy
                                                                       Early stages
          Lake TP concentrations (µgP


                                              ≈120 (µgP L-1)
                                                                         1943-1965
Bourget
                     L-1)



                                                                        Early stages
                                                                           1986-
                                                                        Late stages


                                               ≈90 (µgP L-
                                               1)
                                                                           1970-
Geneva                                                                  Early stages



                                             Year
Objectives


 Reconstruct  lake-scale    biological    and
geochemical responses over the last 150 years.

 Hierarchize the effects of human perturbations
on lake processes (climate versus local
perturbations-nutrient/fish).

 Delineate the underlying processes
Coring




> 200 cores ~8-10 000 sections to be dated   (Jenny et al, sub)
Dating of reference cores
Lake Geneva    Lake Bourget




                     (Jenny et al, sub)
Core correlations




Laminated facies (from 1936 for lake Bourget, 1963 for Annecy and 1957
for Geneva) : ± 2 years
Non-laminated facies : ± 5-10 years
Ecosystem-wide-responses?
            Panel of methodologies and scales targeted
Proces
                                                     Sites
s scale     Observation
                          Taxonomic level                              Proxies/methodologies
               level                                 Bourge
                                            Geneva          Annecy
                                                       t
                                                                       Si/Ti ; Si/Al, Ca/Mg
            FUNCTION      1ary production                            Photosynthetic pigments,
                                                                            δ13C SOM
                             Diatoms                                   Sub-fossil remains
                          Cyanobacteria                               qPCR based methods
  Pelagos




             COMM.
                           Cladocerans                                  Subfossil-remains
                             Rotifers                                     Resting eggs
             GENUS
                             Synech.
             genetic                                                   Cloning-sequencing
                              (cya)
             diversity
                           Daphnia long.
            SPECIES                                                  RFLP-microsat. on resting
                           Reproductive
            complex                                                           eggs
                            strategies
                          Sedimentation                              δ13C SOM, Rock-Eval…
  Benthos




            FUNCTION      Methanogenesis                             δ13C biological remains
                                                                      Lamination presence,
                             Hypoxia
                                                                         Chironomids
             COMM.         Chironomids                               Subfossil head capsules
Generalized Additive Model (GAM)
                                                            Simpson & Anderson (2009)
Y(response)= f(Climate)+f(Phosphorous inputs)+f(Fish predation or flood…)+ε


                                                        Temporal contribution of
                                                    covariates to GAM fitted to Y


Univariate or dimension                         P = 5.21 x 10-4
reduction by ordination




                                  Inferred TP
       methods
PC2




                                                                     Bourget

       PC1
                                                                  Year


           What are the environmental factors
             driving responses and when?
RECONTRUCTING
LOCAL & CLIMATE
FORCINGS
Reconstructing forcings
                        1. Climate _ Air temperatures
40                          Summer temp anomalies (1857-2008)
30

20

10

 0

-10

-20
      1860




                 1880




                            1900




                                        1920




                                                 1940




                                                         1960




                                                                 1980




                                                                          2000
 40                         Winter temp anomalies (1857-2008)
 30
 20
 10
  0
-10
-20
-30
-40
-50
      1860




                 1880




                            1900




                                        1920




                                                 1940




                                                         1960




                                                                 1980




                                                                          2000
             Histalp               Locally monitored data (MeteoFrance)
L           Reconstructing forcings
                                    o
                                    g      1. Climate _ Precipitations-floods
                                                                                          Flood frequency from
                                                                                             detrital proxies

                                                   Locally monitored data (MeteoFrance)

                                                      Histalp
                      160
Precipitations (mm)




                      150
                      140
                      130
                      120
                      110
                      100
                       90
                       80
                       70
                       60
                            1860




                                    1880




                                            1900




                                                    1920




                                                             1940




                                                                    1960




                                                                           1980




                                                                                  2000
                                                           Year

                                   Long-term changes in annual precipitations




                                                                            Jenny et al. in prep
Reconstructing forcings
                          1I. P concentrations
      Weighted-averaging method from the Central European database
                    (Berthon, Marchetto et al, in prep)
                                                      Lake ANNECY

                                   19
Monitoring data
Reconstructed data                 17
                     TP(µgP.L-1)   15

                                   13

                                   11

                                   9

                                   7

                                   5
                                        1880

                                               1900

                                                        1920

                                                               1940

                                                                      1960

                                                                             1980

                                                                                    2000
                                                                 Year
Reconstructing forcings
                               1I. P concentrations
Weighted-averaging method from the Central European database
(Berthon, Marchetto et al, in prep)

                                                        Lake ANNECY
                                     14                                                    90
Monitoring data                      13                                                    80




                                                                                                Daphnia ab. (ing.gsed-1)
Reconstructed data                                                                         70
                                     12
                                                                                           60
                     [TP](µgP.L-1)
                                     11
                                                                                           50
                                     10
                                                                                           40
                                     9
                                                                                           30
                                     8                                                     20
                                     7                                                     10
                                     6                                                     0
                                          1880

                                                 1900

                                                        1920

                                                               1940

                                                                      1960

                                                                             1980

                                                                                    2000
                                                        Year
Reconstructing local forcings
                      1. P concentrations
Monitoring data

Reconstructed data
Reconstructing local forcings
                                   11. Fish predation pressure
                                                                                                                                                                Geneva




                                                                                                                                                                                                              Daphnia claw length (µm)
                                                                                                                                                   700000                                               160
 •Size selective predation hypothesis                                                                                                              600000
                                                                                                                                                                                                        150




                                                                                                                               Fish catches (kg)
      (Brooks & Dodson, 1965)                                                                                                                      500000

                                                                                                                                                   400000                                               140


•Jeppesen E et al.(2002) J. Paleolimnol.
                                                                                                                                                   300000                                               130
                                                                                                                                                   200000
                                                                                                                                                                                                        120
                                                                                                                                                   100000

                                                                                                                                                        0                                               110
                                                                                                                                                        1892         1942                        1992
                                                                                                                                                                       Year

                                                                                                                                                       =-0.511, P=1.58*10-6
                                     Annecy
                                                                                                                           Bourget
                                                                                                              250000                                           150




                                                                                                                                                                      Daphnia claw length (µm)
                       40000                             145

                                                               Daphnia claw length (µm)
                                                                                                                                                               145
                       35000                             140                                                  200000                                           140




                                                                                          Fish catches (kg)
   Fish catches (kg)




                       30000                                                                                                                                   135
                                                         135
                       25000                                                                                  150000                                           130
                                                         130                                                                                                   125
                       20000
                                                         125                                                  100000                                           120
                       15000                                                                                                                                   115
                                                         120
                       10000                                                                                   50000                                           110
                        5000                             115                                                                                                   105
                                                                                                                   0                                           100
                           0                             110                                                       1920        1970
                            1968   1978    1988   1998
                                                                                                                              Year
                                          Year
                                                                                                                        =-0.340, P=0.009
                               =-0.426, P=0.008
                                                                                                                                                                      Alric et al, revised
HIERARCHIZING
ENVIRONMENTAL
FORCINGS
ANNECY



        % contribution of CCOS




          0
                              100



                    50
       1937
       1939
       1943
       1948
         Temp            Fish stocks   Nutrients
       1951
       1955
       1959
       1963
       1967



Year
                                                                     (i) Diatoms




       1971
       1976
       1980
       1984
       1989
       1996
       2003
                                                       Relative impacts of climate and forcings
BOURGET

                              % contribution




                        0
                                                   100



                     1873            50
                     1884
                     1899
                     1914
                     1923
                     1936
                                            AUIS




       Temp          Fish   stocks        Nutrients
                     1949
1860                 1956
                     1962
              Year
                                            AFOR




                     1969
1880
                     1973
                                                                                 (i) Diatoms




                     1980
1900                 1987
                                            SPAV




                     1993
1920                 1999
                     2007
1940


1960
                                                                   Relative impacts of climate and forcings




1980


2000
Relative impacts of climate and forcings
                  (i) Diatoms

GENEVA




                    Nutrients
                    Fish stocks
            Low velocity sinker
            & resistant to
            grazing
                    Temp
                                  1880



                                         1900



                                                1920




                                                       1940



                                                              1960



                                                                     1980



                                                                            2000
Compared relative impacts of forcings on pelagic
                            components
                              (i) Diatoms
CLIMATE
                1880   1890   1900   1910   1920   1930   1940   1950   1960   1970   1980   1990   2000   2010
          Sum
          Win




                         Nutrients                   Fish top-down                      Climate

                188    189    190    191     192   193    194    195    196    197    198    199    200    201
ANNECY          0      0      0      0       0     0      0      0      0      0      0      0      0      0
          DIA

                                                          Summer species                     Summer species
                188    189    190    191     192   193    194    195    196    197    198    199    200    201
                0      0      0      0       0     0      0      0      0      0      0      0      0      0
BOURGET
          DIA
                                            Early spring species                      Early spring & late
                                                                                       summer species
                188    189    190    191     192   193    194    195    196    197    198    199    200    201
GENEVA          0      0      0      0       0     0      0      0      0      0      0      0      0      0
          DIA
                                                                                      late summer species
Relative impacts of climate and forcings
                 (ii) Pelagic C processes
       ANNECY              BOURGET       GENEVA
       δ13C(‰)             δ13C(‰)       δ13C(‰)
Date




           OM
            OM
              Cladoceran



                                           Perga et al, in pre
Relative impacts of climate and forcings
                 (ii) Pelagic C processes
       ANNECY             BOURGET        GENEVA
       δ13C(‰)            δ13C(‰)        δ13C(‰)
Date




           OM
             Cladoceran



                                           Perga et al, in pre
Low [P]
                                                     [P] or light                [Chl a]
Changes in pelagic δ13C related to [P]




                                                                  Photic zone
                                                                                       High
                                                                                      δ13CDIC




                                           depth
                                                                                           thermocline
Cladoceran δ13C(‰)




                                                                                        Low
                                                                                      δ13CDIC


                     1930’s                                  High [P]
                     2000’s                        [P] or light                 [Chl a]


                     TP(µgP.l-                                                  High δ13CDIC
                     1)
                                                                                          thermocline

                                         depth
                                                                                      Low
                                                                                    δ13CDIC
Compared relative impacts of forcings on pelagic
                             components
                       (ii) Pelagic C processes
CLIMATE
                1880   1890   1900   1910   1920   1930   1940   1950    1960   1970   1980   1990   2000   2010
          Sum
          Win




                         Nutrients                   Fish top-down                       Climate

                188    189    190    191    192    193    194    195     196    197    198    199    200     201
ANNECY          0      0      0      0      0      0      0      0       0      0      0      0      0       0
          DIA

                                                                                              Summer species
                188    189    190    191    192    193    194    195     196    197    198    199    200     201
                0      0      0      0      0      0      0      0       0      0      0      0      0       0
BOURGET
          DIA
                                                                        Early spring & late summer speci
                                                                                                DCM
                188    189    190    191    192    193    194    195     196    197    198    199    200     201
GENEVA          0      0      0      0      0      0      0      0       0      0      0      0      0       0
          DIA
                                                                                       late summer species
                                                                                                            DCM
Compared relative impacts of forcings on pelagic
                               components
                             (iii) Cladocerans
CLIMATE
                 1880   1890   1900   1910   1920   1930   1940   1950   1960   1970   1980   1990   2000   2010
           Sum
           Win



                          Nutrients                   Fish top-down                      Climate

ANNECY           188    189    190    191    192    193    194    195    196    197    198    199    200    201
                 0      0      0      0      0      0      0      0      0      0      0      0      0      0
           CLA
                                                                           Bosmina versus Daphnia in
                                                                         interaction with fish predation
BOURGET          188    189    190    191    192    193    194    195    196    197    198    199    200    201
                 0      0      0      0      0      0      0      0      0      0      0      0      0      0
           CLA

                                                      Thermophilic species+ Pelagic vs littoral spec
GENEVA           188    189    190    191    192    193    194    195    196    197    198    199    200    201
                 0      0      0      0      0      0      0      0      0      0      0      0      0      0
           CLA

                                                                      Pelagic vs littoral species
         (Alric et al, revised)               Bosmina species in interaction with fish predation
Compared relative impacts of forcings on oxic
                                          components (i) Hypoxia
                           Forcings contributions to changes in hypoxia volumes (Jenny et al.)

Volume of hypoxic waters (m3)
                                                                    TP

                                      ANNECY
                                                                                        T°


                                                           T°+Ti

                                       BOURGET
                                                                                       T°+Ti




                                                                                       T°+Wind+Ti
                                       GENEVA




                                                             Date
Compared relative impacts of forcings on oxic
                          components (i) Hypoxia

CLIMATE
                1880   1890   1900   1910   1920   1930   1940   1950   1960   1970   1980   1990   2000   2010
          Sum
          Win



                         Nutrients                   Fish top-down                      Climate

                188    189    190    191    192    193    194    195    196    197    198    199    200    201
ANNECY          0      0      0      0      0      0      0      0      0      0      0      0      0      0
          HYP



                188    189    190    191    192    193    194    195    196    197    198    199    200    201
BOURGET         0      0      0      0      0      0      0      0      0      0      0      0      0      0
          HYP


                188    189    190    191    192    193    194    195    196    197    198    199    200    201
                0      0      0      0      0      0      0      0      0      0      0      0      0      0
GENEVA
          HYP
Compared relative impacts of forcings on oxic
     components (ii) chironomid community structure

                                            CLIMATE
   Cores depth: 30m, 56m and 65 m



   LOCAL FORCINGS


                                       Summer temp July temp




        Top-down          TP




(Frossard et al, submitted)         Winter temp Dec temp   Jan temp
ANNECY                                                   H. grimshawi
                                                                    S.coracina
                                                                                  Paracladius
                                                                                                 Top-down         TP          Summer temp
                                                                  1985
                                                                   1945
                                                           30 m
                           SENSITIVITY TO LOCAL FORCINGS
SENSITIVITY TO CLIMATE




                                                                   M. contracta
                                                                   Procladius     S.coracina   Top-down Jan temp July temp        TP


                                                           56 m   1945                  1940



                                                                                            M. contracta    S.coracina   TP     Summer temp
                                                                                            Procladius
                                                                                        1985

                                                           65 m                         1945



                                   (Frossard et al, submitted)
BOURGET


                                                                     1980
                                                            30 m
                            SENSITIVITY TO LOCAL FORCINGS
 SENSITIVITY TO CLIMATE




                                                                     1980
                                                             90 m
                                                                     1930      1940




                                                                    1985
                                                            145 m
                                                                    1930



(Frossard et al, in prep)                                             Oxyphilous      Hypoxic tolerant
Compared relative impacts of forcings on oxic
                  components (ii) chironomid community structure

CLIMATE
                  1880   1890   1900   1910   1920   1930   1940   1950   1960   1970   1980   1990   2000   2010
           Sum
           Win



                           Nutrients                   Fish top-down                      Climate

ANNECY
                  1880   1890   1900   1910   1920   1930   1940   1950   1960   1970   1980   1990   2000   2010
          LittC


          Dee
          pC



BOURGET
                  1880   1890   1900   1910   1920   1930   1940   1950   1960   1970   1980   1990   2000   2010
          LittC


          Dee
          pC
Compared relative impacts of forcings on oxic
    components (iii) Benthic C processes

         δ13C(‰)
   -43    -38   -33   -28             Lake Annecy
2000



1980



1960



1940                                       δ13C OM
                             δ13C Cladoceran remains
1920                           δ13C Littoral Chiros


1900



1880                                  Frossard et al, in prep
Compared relative impacts of forcings on oxic
    components (iii) Benthic C processes

          δ13C(‰)
   -43   -38   -33   -28                   Lake Annecy
2000
                           Deep methanogenesis/trophy

1980



1960



1940                                           δ13C OM
                                 δ13C Cladoceran remains

1920
                                    δ13C Littoral Chiros
                                      δ13C deep chiros
1900



1880
                                           Frossard et al, in prep
Compared relative impacts of forcings on oxic
   components (iii) Benthic C processes
           δ13C(‰)
     -40   -35   -30   -25
                                           Lake Bourget
  2000
                             Deep methanogenesis
  1980


  1960


  1940


  1920
                                                  δ13C OM
  1900                              δ13C Cladoceran remains
                                      δ13C Littoral Chiros
  1880
                                        δ13C deep chiros
  1860


  1840
                                             Frossard et al, in prep
DIFFERENTIAL
LAKE/HABITATS
SENSITIVITY TO
CLIMATE CHANGE
Annecy 1950’s


 Fish stocking                                       Warmer summer Cold winter
        +                          P
                                                             +
Fish predation
        Increased
        size-                                           stratification
        selection
   Grazers                                       ↑ water
                                       +                             ↓Floods
                                               temperature
        Decrease          Phytoplankton
        d size of                               in summer
        grazers

                    Decrease
                       d TTE

Increased oxic    -
      const.
Litt. chiros   [O2]interface
                                                Longer oxic
                          +
                                                 isolation of
                                                hypolimnion
   Increased oxic                          -
   Deep chiros
       const.              [O2]interface
                               +
Bourget 1950’s


 Fish stocking                                         Warmer summer Cold winter
        +                                                   +
Fish predation                     P
        Increased
        size-                                              stratification
        selection                                  Earlier
   Grazers
                                                 stratificati            ↓Floods
        Decrease          Phytoplankton              on
        d size of
        grazers

                    Decrease
                       d TTE

Increased oxic    -
      const.
Litt. chiros   [O2]interface           METHANOGENESIS
                                                 Longer oxic       Decreased
                          +            HYPOXIA    isolation of     O2 renewal
                                                 hypolimnion
   Increased oxic                        --
   Deep chiros
       const.              [O2]interface
                               +
Geneva 1950’s


                                         Warmer summer Cold winter
                            P
                                               +
Fish predation
        Increased
        size-                                stratification
        selection
   Grazers                          Longer
                                +
                                    growth
       Decrease     Phytoplankton
       d size of                    season
       grazers




                                    Longer oxic
                    +
                                     isolation of
                                    hypolimnion

                    [O2]interface
                        +
Pathways of 1950’s warmer summers effects
Annecy 1950’s           Bourget 1950’s       Léman 1950’s




           Different lake vulnerability to the 1950’s
                       warmer summers
           Essentially related to hydrological and
           geomorphological differences between
                             lakes

                   •P triggered processes.
Annecy since 1985


                                                                                                                                                            warmer
 Fish stocking                                                                        Warmer summer                                                         winter
        ++                                                                                          +
Fish predation                  P
        Increased
        size-                                                         stratification
        selection                                               ↑ water
   Grazers                          +
                                                              temperature
        Decrease          Phytoplankton                        in summer
        d size of                                                  12




                                              Bottom [O2] mg.l-1
        grazers                                                    10
                                                                    8
                    Decrease                                        6
                       d TTE                                        4
                                                                    2
Increased oxic       --                                             0




                                                                                      d-77
                                                                                             d-79
                                                                                                    d-81
                                                                                                           d-83
                                                                                                                  d-85
                                                                                                                         d-87
                                                                                                                                d-89
                                                                                                                                       d-91
                                                                                                                                              d-93
                                                                                                                                                     d-95
                                                                                                                                                            d-97
                                                                                                                                                                   d-99
                                                                                                                                                                          d-01
                                                                                                                                                                                 d-03
                                                                                                                                                                                        d-05
                                                                        j-74
                                                                               j-76
      const.
Litt. chiros   [O2]interface        METHANOGENESIS
                                                                                                                          Date
                                                                   Longer oxic
                          +         HYPOXIA                         isolation of
                                                                   hypolimnion
   Increased oxic                       --
   Deep chiros
       const.              [O2]interface
Bourget since 1985

                                             spring bloom
                                                                                     warmer
 Fish stocking                                              Warmer summer            winter

                                                                  +
Fish predation                       P
          Decrease
          d size-                                               stratification
          selection                                    Longer
   Grazers                               +             growth              ↓Floods
         Increased           Phytoplankton             season
         size of
         grazers                         DCM
                      Increased
                            TTE

                       +
Litt. chiros         [O2]interface       METHANOGENESIS
                                                       Longer oxic
                                         HYPOXIA        isolation of
                                                       hypolimnion
   Increased oxic                             ---                           Decreased O2
   Deep chiros
       const.                 [O2]interface                                   renewal
Geneva since 1985


                                                                           warmer
Fish stocking                                     Warmer summer            winter
        ++                                              +
Fish predation           P
        Increased
        size-                                         stratification
        selection                            Longer
   Grazers                   ++                                  ↓Floods
                                             growth
       Decrease     Phytoplankton            season
       d size of                       DCM
       grazers




                             METHANOGENESIS?
                                             Longer oxic
                             HYPOXIA          isolation of
                                             hypolimnion
                                  --                              Decreased O2
                    [O2]interface                                   renewal
Conclusions-Perspectives
Lakes vulnerability to climate changes
• Hydrological-morphological characteristics count,
even in similar lakes

• Benthic habitats more sensitive to climate than
pelagic/littoral ones in deep lakes : Decoupling?

•Interactions local perturbations-climate stronger in
littoral/pelagic habitats

• P matters, although its impact is stronger on
pelagic/littoral than on benthic processes

•Fisheries management practices count !
Marie Elodie Perga - Gliding from limnology to paleolimnology to study the ecosystem-wide consequences of human pressures on lake food webs

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Marie Elodie Perga - Gliding from limnology to paleolimnology to study the ecosystem-wide consequences of human pressures on lake food webs

  • 1. Gliding from limnology to paleolimnology to study the ecosystem-wide consequences of human pressures on lake food webs Marie-Elodie Perga Alpine Centre for Research on Lake Food Webs French National Institute for Agronomical Research Thonon Les Bains, France Contributing authors: B. Alric, F. Arnaud, V. Berthon, D. Debroas, I. Domaizon, V. Frossard, JP Jenny, A. Kirkham, M. Manca, A. Marchetto, L. Millet, C. Pignol, JL Reyss, O. Savichtcheva, F. Sylvestre, V Verneaux.
  • 2. From Neo to Paleo-limno: Is it just about switching tools and timeframe? 14614 papers 2656 papers 7 7 Neo-limno Paleo-limno 6 Eutrophication/re-oligotrophication 6 % total publications % total publications 5 Climate 5 4 Both 4 3 3 2 2 1 1 0 0 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 Publication Year Publication Year Problem-solving approaches Paleoclimatology  predictions Data from WEB OF KNOWLEDGESM
  • 3. François Hollande & David Cameron, le 18 mai 2012. REUTERS/Andrew Winning
  • 4. Recent convergence of Neo and Paleo-limno issues: An example Limnology & Oceanography 2009 Climate Geoscience Paleo Canada 1994 Neo Lake response “Some lakes/proxies are more Lakes/compartments are unevenly adequate than others to sensitive to climate reconstruct past climate”
  • 5. Lake sensitivity to climate change • Lake response to climate is highly context-dependent. • Interactions between local (nutrient, POPs…) and climate forcings Similar eutrophication, different lakes and climates The strength of interactive effects of climate and eutrophication are site-specific Lake sensitivity to climate change shall depend on the intensity of local forcings? Comparable lakes submitted to similar climate, different intensities of local forcings H: climate effects depends on the intensity of local human pressures
  • 6. Members 2009-2012 Fabien ARNAUD Jean-Philippe Benjamin ALRIC JENNY Jean-Louis Victor Vincent BERTHON Cécile PIGNOL REYSS FROSSARD Isabelle DOMAIZON Pierre SABATIER Laurent MILLET Valérie HAMELET Valérie Amy KIRKHAM VERNEAUX Marie-Elodie PERGA Olga SAVICHTCHEVA Clément VILLAR Markus MOEST Piet SPAAK Nathalie COTTIN Marina MANCA Aldo Emmanuel MARCHETTO NAFFRECHOUX Jessica BLACK Florence www.inra.fr/iper-retro SYLVESTRE
  • 7. Our playgrounds Peri-alpine lakes : large, deep, moderately alkaline, monomictic Lake Geneva Lake Annecy Lake Bourget 20 km Lake Altitude Length Max Surface (m asl) (km) Depth area (m) (km²) Glacial-tectonics origins 15000-19000 years old Geneva 372 73 309 581.3 Bourget 240 18 145 44.5 Annecy 446 15 82 27.6
  • 8. Climate forcings on the three lakes Climate (Winter temperature anomalies °C) Annecy Bourget Geneva Year Auer I et al. (2007) HISTALP - historical instrumental climatological surface time series of the Greater Alpine Region. Int. J. Climatol. 27:17-46
  • 9. Demography and human pressures over the last 150 years Annexation Demography of the city of Annecy
  • 10. Demography and human pressures over the last 150 years Annexion “France cleaning up the faces of “Marmots are now fashionable” her new sons to see them” Demography of the city of Annecy L’Illustration, Journal Universel, June 30th 1860
  • 11. Demography and human pressures over the last 150 years Railway Franco-Prussian War Annexion Crisis Demography of the city of Annecy Advertisement from the French railway company around 1920
  • 12. Demography and human pressures over the last 150 years Dvt of tourism Railway Franco-Prussian War Annexion Crisis International exposition of tourism and hydroelectrical power, 1925 Bar turning Hydroelectrical industry in 1936 Power, industry (Savoy) Demography of the city of Annecy
  • 13. Demography and human pressures over the last 150 years High intern Dvt of tourism immigration Railway rate Franco-Prussian War Annexion Crisis Hydroelectrical power Demography of the city of Annecy
  • 14. Local human forcings on the three lakes Nutrient inputs Fisheries management/ Whitefish Stocking ≈15 (µgP L-1) 1936-1997 Annecy Early stages Lake TP concentrations (µgP ≈120 (µgP L-1) 1943-1965 Bourget L-1) Early stages 1986- Late stages ≈90 (µgP L- 1) 1970- Geneva Early stages Year
  • 15. Objectives  Reconstruct lake-scale biological and geochemical responses over the last 150 years.  Hierarchize the effects of human perturbations on lake processes (climate versus local perturbations-nutrient/fish).  Delineate the underlying processes
  • 16. Coring > 200 cores ~8-10 000 sections to be dated (Jenny et al, sub)
  • 17. Dating of reference cores Lake Geneva Lake Bourget (Jenny et al, sub)
  • 18. Core correlations Laminated facies (from 1936 for lake Bourget, 1963 for Annecy and 1957 for Geneva) : ± 2 years Non-laminated facies : ± 5-10 years
  • 19. Ecosystem-wide-responses? Panel of methodologies and scales targeted Proces Sites s scale Observation Taxonomic level Proxies/methodologies level Bourge Geneva Annecy t Si/Ti ; Si/Al, Ca/Mg FUNCTION 1ary production Photosynthetic pigments, δ13C SOM Diatoms Sub-fossil remains Cyanobacteria qPCR based methods Pelagos COMM. Cladocerans Subfossil-remains Rotifers Resting eggs GENUS Synech. genetic Cloning-sequencing (cya) diversity Daphnia long. SPECIES RFLP-microsat. on resting Reproductive complex eggs strategies Sedimentation δ13C SOM, Rock-Eval… Benthos FUNCTION Methanogenesis δ13C biological remains Lamination presence, Hypoxia Chironomids COMM. Chironomids Subfossil head capsules
  • 20. Generalized Additive Model (GAM) Simpson & Anderson (2009) Y(response)= f(Climate)+f(Phosphorous inputs)+f(Fish predation or flood…)+ε Temporal contribution of covariates to GAM fitted to Y Univariate or dimension P = 5.21 x 10-4 reduction by ordination Inferred TP methods PC2 Bourget PC1 Year What are the environmental factors driving responses and when?
  • 22. Reconstructing forcings 1. Climate _ Air temperatures 40 Summer temp anomalies (1857-2008) 30 20 10 0 -10 -20 1860 1880 1900 1920 1940 1960 1980 2000 40 Winter temp anomalies (1857-2008) 30 20 10 0 -10 -20 -30 -40 -50 1860 1880 1900 1920 1940 1960 1980 2000 Histalp Locally monitored data (MeteoFrance)
  • 23. L Reconstructing forcings o g 1. Climate _ Precipitations-floods Flood frequency from detrital proxies Locally monitored data (MeteoFrance) Histalp 160 Precipitations (mm) 150 140 130 120 110 100 90 80 70 60 1860 1880 1900 1920 1940 1960 1980 2000 Year Long-term changes in annual precipitations Jenny et al. in prep
  • 24. Reconstructing forcings 1I. P concentrations Weighted-averaging method from the Central European database (Berthon, Marchetto et al, in prep) Lake ANNECY 19 Monitoring data Reconstructed data 17 TP(µgP.L-1) 15 13 11 9 7 5 1880 1900 1920 1940 1960 1980 2000 Year
  • 25. Reconstructing forcings 1I. P concentrations Weighted-averaging method from the Central European database (Berthon, Marchetto et al, in prep) Lake ANNECY 14 90 Monitoring data 13 80 Daphnia ab. (ing.gsed-1) Reconstructed data 70 12 60 [TP](µgP.L-1) 11 50 10 40 9 30 8 20 7 10 6 0 1880 1900 1920 1940 1960 1980 2000 Year
  • 26. Reconstructing local forcings 1. P concentrations Monitoring data Reconstructed data
  • 27. Reconstructing local forcings 11. Fish predation pressure Geneva Daphnia claw length (µm) 700000 160 •Size selective predation hypothesis 600000 150 Fish catches (kg) (Brooks & Dodson, 1965) 500000 400000 140 •Jeppesen E et al.(2002) J. Paleolimnol. 300000 130 200000 120 100000 0 110 1892 1942 1992 Year  =-0.511, P=1.58*10-6 Annecy Bourget 250000 150 Daphnia claw length (µm) 40000 145 Daphnia claw length (µm) 145 35000 140 200000 140 Fish catches (kg) Fish catches (kg) 30000 135 135 25000 150000 130 130 125 20000 125 100000 120 15000 115 120 10000 50000 110 5000 115 105 0 100 0 110 1920 1970 1968 1978 1988 1998 Year Year  =-0.340, P=0.009 =-0.426, P=0.008 Alric et al, revised
  • 29. ANNECY % contribution of CCOS 0 100 50 1937 1939 1943 1948 Temp Fish stocks Nutrients 1951 1955 1959 1963 1967 Year (i) Diatoms 1971 1976 1980 1984 1989 1996 2003 Relative impacts of climate and forcings
  • 30. BOURGET % contribution 0 100 1873 50 1884 1899 1914 1923 1936 AUIS Temp Fish stocks Nutrients 1949 1860 1956 1962 Year AFOR 1969 1880 1973 (i) Diatoms 1980 1900 1987 SPAV 1993 1920 1999 2007 1940 1960 Relative impacts of climate and forcings 1980 2000
  • 31. Relative impacts of climate and forcings (i) Diatoms GENEVA Nutrients Fish stocks Low velocity sinker & resistant to grazing Temp 1880 1900 1920 1940 1960 1980 2000
  • 32. Compared relative impacts of forcings on pelagic components (i) Diatoms CLIMATE 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 Sum Win Nutrients Fish top-down Climate 188 189 190 191 192 193 194 195 196 197 198 199 200 201 ANNECY 0 0 0 0 0 0 0 0 0 0 0 0 0 0 DIA Summer species Summer species 188 189 190 191 192 193 194 195 196 197 198 199 200 201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 BOURGET DIA Early spring species Early spring & late summer species 188 189 190 191 192 193 194 195 196 197 198 199 200 201 GENEVA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 DIA late summer species
  • 33. Relative impacts of climate and forcings (ii) Pelagic C processes ANNECY BOURGET GENEVA δ13C(‰) δ13C(‰) δ13C(‰) Date OM OM Cladoceran Perga et al, in pre
  • 34. Relative impacts of climate and forcings (ii) Pelagic C processes ANNECY BOURGET GENEVA δ13C(‰) δ13C(‰) δ13C(‰) Date OM Cladoceran Perga et al, in pre
  • 35. Low [P] [P] or light [Chl a] Changes in pelagic δ13C related to [P] Photic zone High δ13CDIC depth thermocline Cladoceran δ13C(‰) Low δ13CDIC 1930’s High [P] 2000’s [P] or light [Chl a] TP(µgP.l- High δ13CDIC 1) thermocline depth Low δ13CDIC
  • 36. Compared relative impacts of forcings on pelagic components (ii) Pelagic C processes CLIMATE 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 Sum Win Nutrients Fish top-down Climate 188 189 190 191 192 193 194 195 196 197 198 199 200 201 ANNECY 0 0 0 0 0 0 0 0 0 0 0 0 0 0 DIA Summer species 188 189 190 191 192 193 194 195 196 197 198 199 200 201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 BOURGET DIA Early spring & late summer speci DCM 188 189 190 191 192 193 194 195 196 197 198 199 200 201 GENEVA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 DIA late summer species DCM
  • 37. Compared relative impacts of forcings on pelagic components (iii) Cladocerans CLIMATE 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 Sum Win Nutrients Fish top-down Climate ANNECY 188 189 190 191 192 193 194 195 196 197 198 199 200 201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 CLA Bosmina versus Daphnia in interaction with fish predation BOURGET 188 189 190 191 192 193 194 195 196 197 198 199 200 201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 CLA Thermophilic species+ Pelagic vs littoral spec GENEVA 188 189 190 191 192 193 194 195 196 197 198 199 200 201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 CLA Pelagic vs littoral species (Alric et al, revised) Bosmina species in interaction with fish predation
  • 38. Compared relative impacts of forcings on oxic components (i) Hypoxia Forcings contributions to changes in hypoxia volumes (Jenny et al.) Volume of hypoxic waters (m3) TP ANNECY T° T°+Ti BOURGET T°+Ti T°+Wind+Ti GENEVA Date
  • 39. Compared relative impacts of forcings on oxic components (i) Hypoxia CLIMATE 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 Sum Win Nutrients Fish top-down Climate 188 189 190 191 192 193 194 195 196 197 198 199 200 201 ANNECY 0 0 0 0 0 0 0 0 0 0 0 0 0 0 HYP 188 189 190 191 192 193 194 195 196 197 198 199 200 201 BOURGET 0 0 0 0 0 0 0 0 0 0 0 0 0 0 HYP 188 189 190 191 192 193 194 195 196 197 198 199 200 201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 GENEVA HYP
  • 40. Compared relative impacts of forcings on oxic components (ii) chironomid community structure CLIMATE Cores depth: 30m, 56m and 65 m LOCAL FORCINGS Summer temp July temp Top-down TP (Frossard et al, submitted) Winter temp Dec temp Jan temp
  • 41. ANNECY H. grimshawi S.coracina Paracladius Top-down TP Summer temp 1985 1945 30 m SENSITIVITY TO LOCAL FORCINGS SENSITIVITY TO CLIMATE M. contracta Procladius S.coracina Top-down Jan temp July temp TP 56 m 1945 1940 M. contracta S.coracina TP Summer temp Procladius 1985 65 m 1945 (Frossard et al, submitted)
  • 42. BOURGET 1980 30 m SENSITIVITY TO LOCAL FORCINGS SENSITIVITY TO CLIMATE 1980 90 m 1930 1940 1985 145 m 1930 (Frossard et al, in prep) Oxyphilous Hypoxic tolerant
  • 43. Compared relative impacts of forcings on oxic components (ii) chironomid community structure CLIMATE 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 Sum Win Nutrients Fish top-down Climate ANNECY 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 LittC Dee pC BOURGET 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 LittC Dee pC
  • 44. Compared relative impacts of forcings on oxic components (iii) Benthic C processes δ13C(‰) -43 -38 -33 -28 Lake Annecy 2000 1980 1960 1940 δ13C OM δ13C Cladoceran remains 1920 δ13C Littoral Chiros 1900 1880 Frossard et al, in prep
  • 45. Compared relative impacts of forcings on oxic components (iii) Benthic C processes δ13C(‰) -43 -38 -33 -28 Lake Annecy 2000 Deep methanogenesis/trophy 1980 1960 1940 δ13C OM δ13C Cladoceran remains 1920 δ13C Littoral Chiros δ13C deep chiros 1900 1880 Frossard et al, in prep
  • 46. Compared relative impacts of forcings on oxic components (iii) Benthic C processes δ13C(‰) -40 -35 -30 -25 Lake Bourget 2000 Deep methanogenesis 1980 1960 1940 1920 δ13C OM 1900 δ13C Cladoceran remains δ13C Littoral Chiros 1880 δ13C deep chiros 1860 1840 Frossard et al, in prep
  • 48. Annecy 1950’s Fish stocking Warmer summer Cold winter + P + Fish predation Increased size- stratification selection Grazers ↑ water + ↓Floods temperature Decrease Phytoplankton d size of in summer grazers Decrease d TTE Increased oxic - const. Litt. chiros [O2]interface Longer oxic + isolation of hypolimnion Increased oxic - Deep chiros const. [O2]interface +
  • 49. Bourget 1950’s Fish stocking Warmer summer Cold winter + + Fish predation P Increased size- stratification selection Earlier Grazers stratificati ↓Floods Decrease Phytoplankton on d size of grazers Decrease d TTE Increased oxic - const. Litt. chiros [O2]interface METHANOGENESIS Longer oxic Decreased + HYPOXIA isolation of O2 renewal hypolimnion Increased oxic -- Deep chiros const. [O2]interface +
  • 50. Geneva 1950’s Warmer summer Cold winter P + Fish predation Increased size- stratification selection Grazers Longer + growth Decrease Phytoplankton d size of season grazers Longer oxic + isolation of hypolimnion [O2]interface +
  • 51. Pathways of 1950’s warmer summers effects Annecy 1950’s Bourget 1950’s Léman 1950’s Different lake vulnerability to the 1950’s warmer summers Essentially related to hydrological and geomorphological differences between lakes •P triggered processes.
  • 52. Annecy since 1985 warmer Fish stocking Warmer summer winter ++ + Fish predation P Increased size- stratification selection ↑ water Grazers + temperature Decrease Phytoplankton in summer d size of 12 Bottom [O2] mg.l-1 grazers 10 8 Decrease 6 d TTE 4 2 Increased oxic -- 0 d-77 d-79 d-81 d-83 d-85 d-87 d-89 d-91 d-93 d-95 d-97 d-99 d-01 d-03 d-05 j-74 j-76 const. Litt. chiros [O2]interface METHANOGENESIS Date Longer oxic + HYPOXIA isolation of hypolimnion Increased oxic -- Deep chiros const. [O2]interface
  • 53. Bourget since 1985 spring bloom warmer Fish stocking Warmer summer winter + Fish predation P Decrease d size- stratification selection Longer Grazers + growth ↓Floods Increased Phytoplankton season size of grazers DCM Increased TTE + Litt. chiros [O2]interface METHANOGENESIS Longer oxic HYPOXIA isolation of hypolimnion Increased oxic --- Decreased O2 Deep chiros const. [O2]interface renewal
  • 54. Geneva since 1985 warmer Fish stocking Warmer summer winter ++ + Fish predation P Increased size- stratification selection Longer Grazers ++ ↓Floods growth Decrease Phytoplankton season d size of DCM grazers METHANOGENESIS? Longer oxic HYPOXIA isolation of hypolimnion -- Decreased O2 [O2]interface renewal
  • 55. Conclusions-Perspectives Lakes vulnerability to climate changes • Hydrological-morphological characteristics count, even in similar lakes • Benthic habitats more sensitive to climate than pelagic/littoral ones in deep lakes : Decoupling? •Interactions local perturbations-climate stronger in littoral/pelagic habitats • P matters, although its impact is stronger on pelagic/littoral than on benthic processes •Fisheries management practices count !