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An introduction to
the species-people correlation


           Marco Pautasso,
         Division of Biology,
      Imperial College London,
        Silwood Campus, UK

            8 July 2008
Random sample of 100 papers per year
   on ‘species richness’ in WOS (1991-2004)




from: Lonsdale et al. (2008) European Journal of Forest Research
Global biodiversity patterns: vascular plants




from Barthlott et al. (2007) Erdkunde
Global human population density patterns




from Small & Cohen (2004) Current Anthropology
Map of the world by Abraham Ortelius, ~1570




From: http://commons.wikimedia.org/wiki/Image:1572_Typus_Orbis_Terrarum_Ortelius.jpg
Orbis terrarum, Marcus Vipsanius Agrippa, ~27 a.C.




from http://www.arqweb.com/vitrum/orbis22.asp
Species-people correlation in Europe
    plants                     birds




from Araujo (2003)    spp
Global Ecology &
Biogeography                   people
A positive species-people correlation
                                              for vascular plants in US counties
                                             4
     log10 vascular plant spp richness (n)


                                                                2
                                                     n = 2877, r = 0.18, y = 1.75+ 0.22x, p < 0.0001


                                             3




                                             2




                                             1
                                                 2       3            4          5             6       7
                                                             log10 human population size (n)
Data from the Synthesis of the North American Flora, Ohio and Virginia not included
1. Sampling bias?




from: Pautasso & McKinney (2007) Conservation Biology
US counties with (•) or without (o)
            Universities and/or Botanical Gardens
                 • N = 692, r2 = 0.13, y = 2.15 (SE = 0.08) + 0.15 (SE = 0.01) x, p < 0.0001

                 o N = 2187, r2 = 0.10, y = 2.18 (SE = 0.05) + 0.15 (SE = 0.01) x, p < 0.0001




from: Pautasso & McKinney (2007) Conservation Biology
number of passengers per day
from: Hufnagel, Brockmann & Geisel (2004) PNAS
2. Active conservation?



                                  Cupressus                              Quercus robur, Udine
                                  sempervirens, Forli

Celtis australis, San Gimignano




                                                                           Castanea sativa,
                                                                           St. Alfio, Sicily
                                                                                   people / km2

Quercus cerris,
Amatrice, Latium     Photos of veteran trees courtesy of G. Bortolotti;
           Map of human population density from Swiss Federal Statistical Office      no information
(b)
              Monumental trees in Italy’s regions and provinces
(a) 3                                                                                                               (c) 2
                                                                                                                     (c)
               log10 veteran tree individuals




                                                                                                                     log10 veteran tree species
                                                    2

                                                                                                                                                             1

                                                    1

                                                                                                                                                                                               2
                                                                                              2
                                                                      y = -1.99 + 0.58x, r = 0.56, p < 0.0001                                                            y = -1.70 + 0.47x, r = 0.69, p < 0.0001

                                                    0                                                                                                        0
                                                        4                  5                 6            7     8                                                4                 5                 6                 7     8

                                                                log10 region human population size                                                                        log10 region human population size
(b)
(b)                                                                                                                 (d) 2
                                                2
                                                                               2
                                                                                                                      (c)
                                                            y = -2.98 + 0.68x, r = 0.13, p < 0.0001                                                                                                   2
                                                                                                                                                                                   y = -2.03 + 0.49x, r = 0.15, p < 0.0001
log10 veteran tree individuals




                                                                                                                                log10 veteran tree species
                                                1                                                                                                            1




                                                0                                                                                                            0
                                                    4                              5                  6         7
                                                                                                                                                                     4                     5                       6             7
                                                              log 10 province human population size
                                                                                                         log10 province human population size
                                                a & b: abundance, c & d: spp richness,
                                                a & c: regions; b & d: provinces; from: Pautasso & Chiarucci (2008) Annals of Botany
3. Species introductions?




              Trace forward/back zipcode
              Positive (Phytophthora ramorum) site
              Hold released

Source: United States Department of Agriculture, 2004
Animal and Plant Health Inspection Service, Plant Protection and Quarantine
Multi-scale correlation of human presence and
        Phytophthora ramorum disease incidence




from: Cushman & Meentemeyer (2008) Journal of Ecology
Sudden Oak Death in California




from Desprez-Loustau et al. (2007) Trends in Ecology & Evolution
Living collections of the world’s botanical gardens
                                                                         (c)
(a)                                                                              (c)




                                                        log10 spp richness (n)
                                                                   (d)                       (yr)
  (b) Size of countries reflects n of botanic gardens
                                                                                       (d)




b from: http://www.worldmapper.org/

a, c & d: from: Pautasso & Parmentier (2007) Botanica Helvetica
4. Both species and people correlate with productivity?
(a) vascular plant species richness                     (b) terrestrial net primary productivity
                                                NPP
                                                (g C yr-1 m-2)




                             human-appropriated net primary productivity
                 (c)




From (all et al.): (a) Kreft (2008) Ecology Letters,
(b) Cramer (1999) Global Change Biology, (c) Imhoff (2004) Nature
Both species and people correlate with productivity

           Altitude                      Plant species richness
                                         in Trentino, Italy




from: Marini, Prosser, Klimek & Marrs (in press) J Biogeography
Excursus: human population density across the Alps




Source: European Academy, Bozen/Bolzano, Italy (EURAC)
Excursus (2): human pop. dens. change across the Alps




Source: European Academy, Bozen/Bolzano, Italy (EURAC)
[1015 mol/cm2; Jan 2003- Jun 2004]


Air pollution due to urbanization: NO2




source: http://esamultimedia.esa.int/images/EarthObservation/pollution_europe_hires.jpg
Some recent studies of the spp-people correlation

                               Araujo
                               (2003)
   McKinney                    GEB
   (2003)
                            Moreno-
   Biol Cons
                            Rueda &                                        Ding et al.
                          Pizarro (2008)
                                                                           (2006) J
                             Ecol Res
     Vazquez                                           Hunter              Biogeog
     & Gaston (2006)                                   & Jonzon
     Biodiv & Cons                                     (1993) CB
                                   Balmford
                                   et al. (2001)
                                   Science
         Real et al.                        Chown et al.     Luck (2007)
         (2003) J      Diniz-Filho et al. (2003) Ecol Appl   J Biogeog
         Biogeog       (2006) Acta Oecol.




World wilderness map from: UNEP-WCMC World Atlas of Biodiversity, GIS analysis
by R. Lesslie (ANU), method developed for the Australian Heritage Commission
What about invertebrates? (1) Ants
 (a) 3.0
                                                                                          2
                                                       y = -0.19 + 0.29x, s.s.e. = 0.03, r = 0.42, p < 0.0001
                                                                                                                        (c) 3.0
                                                                                                                                                                               y = -1.00 + 0.87x, s.s.e. = 0.13, r2 = 0.56, p < 0.0001
log10 ant species richness (n)




                                                                                                                                  log10 ant species richness (n)
                                         2.0                                                                                                                       2.0




                                         1.0                                                                                                                       1.0

                                               4.0           5.0             6.0         7.0         8.0        9.0                                                      2.5                 3.0                   3.5                   4.0

                                                                  log10 human population size (n)                                                                                       log10 plant species richness (n)


     (b) 3.0                                                                                                          (d) 3.0
                                                                                          2
                                                      y = 0.67 + 0.22x, s.s.e = 0.02, r = 0.30, p < 0.0001                                                                     y = 0.65 - 0.27x, s.s.e. = 0.64, r2 = 0.02, p = 0.67
        log10 ant species richness (n)




                                                                                                                      log10 ant species richness (n)
                                          2.0                                                                                                                 2.0




                                          1.0                                                                                                                 1.0
                                                0.0         1.0        2.0         3.0         4.0    5.0       6.0                                                -4.6              -4.5             -4.4               -4.3            -4.2

                                                                     log10 country area (km2)                                                                                  Boltzmann transformed temperature (1/kT)

  from Schlick-Steiner et al. (in press) Journal of Biogeography
What about invertebrates? (2) Grasshoppers




from Steck & Pautasso (in press) Acta Oecologica
What about invertebrates? (3) May-, stone- & caddis-flies




                                                               Pictures from http://biokeys.berkeley.edu
from Pautasso & Fontaneto (in press) Ecological Applications
Random sample of 100 papers per year
   on ‘species richness’ in WOS (1991-2004)




from: Lonsdale et al. (2008) European Journal of Forest Research
Conclusions


1) the scale-dependence of the species-people
   correlation has implications for conservation,

   2) a positive spp-people correlation could be
         due to i) sampling bias, (ii) active
   conservation, and (iii) species introductions,

  3) but its most plausible/frequent explanation
       is a correlation of both people and spp
     richness with environmental productivity
Acknowledgements

Mike McKinney,
Univ. of              Kevin                                Ingrid
Tennessee, US                    Diego
                    Gaston,                             Parmentier,
                               Fontaneto,
                    Univ. of                              Univ. of
                                Silwood
                   Sheffield                             Bruxelles,
                                         Mike Jeger,     Belgium
                                        Wye & Silwood




Birgit & Florian
                    Claude Steck,                        Alessandro
Schlick-Steiner,                     Lorenzo Marini,
                        WSL, CH                           Chiarucci,
Univ. of                             Univ. of
Queensland,                                                 Univ. of
                                     Padua, Italy        Siena, Italy
Australia
References
Barbosa AM, Fontaneto D, Marini L & Pautasso M (2010) Positive regional species–people correlations: a sampling
artefact or a key issue for sustainable development? Animal Conservation 13: 446-447
Barbosa AM, Fontaneto D, Marini L & Pautasso M (2010) Is the human population a large-scale indicator of the species
richness of ground beetles? Animal Conservation 13: 432-441
Cantarello E, Steck CE, Fontana P, Fontaneto D, Marini L & Pautasso M (2010) A multi-scale study of Orthoptera
species richness and human population size controlling for sampling effort. Naturwissenschaften 97: 265-271
Chiari C, Dinetti M, Licciardello C, Licitra G & Pautasso M (2010) Urbanization and the more-individuals hypothesis.
Journal of Animal Ecology 79: 366-371
Golding J, Güsewell S, Kreft H, Kuzevanov VY, Lehvävirta S, Parmentier I & Pautasso M (2010) Species-richness
patterns of the living collections of the world's botanic gardens: a matter of socio-economics? Annals of Botany 105:
689-696
Pautasso M (2009) Geographical genetics and the conservation of forest trees. Perspectives in Plant Ecology,
Systematics and Evolution 11: 157-189
Pautasso M & Dinetti M (2009) Avian species richness, human population and protected areas across Italy’s regions.
Environmental Conservation 36: 22-31
Pautasso M & Powell G (2009) Aphid biodiversity is correlated with human population in European countries. Oecologia
160: 839-846
Pautasso M & Zotti M (2009) Macrofungal taxa and human population in Italy's regions. Biodiversity & Conservation 18:
473-485
Pautasso M & Parmentier I (2007) Are the living collections of the world’s botanical gardens following species-richness
patterns observed in natural ecosystems? Botanica Helvetica 117: 15-28
Pecher C, Fritz S, Marini L, Fontaneto D & Pautasso M (2010) Scale-dependence of the correlation between human
population and the species richness of stream macroinvertebrates. Basic Applied Ecology 11: 272-280

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An introduction to the species-people correlation

  • 1. An introduction to the species-people correlation Marco Pautasso, Division of Biology, Imperial College London, Silwood Campus, UK 8 July 2008
  • 2. Random sample of 100 papers per year on ‘species richness’ in WOS (1991-2004) from: Lonsdale et al. (2008) European Journal of Forest Research
  • 3. Global biodiversity patterns: vascular plants from Barthlott et al. (2007) Erdkunde
  • 4. Global human population density patterns from Small & Cohen (2004) Current Anthropology
  • 5. Map of the world by Abraham Ortelius, ~1570 From: http://commons.wikimedia.org/wiki/Image:1572_Typus_Orbis_Terrarum_Ortelius.jpg
  • 6. Orbis terrarum, Marcus Vipsanius Agrippa, ~27 a.C. from http://www.arqweb.com/vitrum/orbis22.asp
  • 7. Species-people correlation in Europe plants birds from Araujo (2003) spp Global Ecology & Biogeography people
  • 8. A positive species-people correlation for vascular plants in US counties 4 log10 vascular plant spp richness (n) 2 n = 2877, r = 0.18, y = 1.75+ 0.22x, p < 0.0001 3 2 1 2 3 4 5 6 7 log10 human population size (n) Data from the Synthesis of the North American Flora, Ohio and Virginia not included
  • 9. 1. Sampling bias? from: Pautasso & McKinney (2007) Conservation Biology
  • 10. US counties with (•) or without (o) Universities and/or Botanical Gardens • N = 692, r2 = 0.13, y = 2.15 (SE = 0.08) + 0.15 (SE = 0.01) x, p < 0.0001 o N = 2187, r2 = 0.10, y = 2.18 (SE = 0.05) + 0.15 (SE = 0.01) x, p < 0.0001 from: Pautasso & McKinney (2007) Conservation Biology
  • 11. number of passengers per day from: Hufnagel, Brockmann & Geisel (2004) PNAS
  • 12. 2. Active conservation? Cupressus Quercus robur, Udine sempervirens, Forli Celtis australis, San Gimignano Castanea sativa, St. Alfio, Sicily people / km2 Quercus cerris, Amatrice, Latium Photos of veteran trees courtesy of G. Bortolotti; Map of human population density from Swiss Federal Statistical Office no information
  • 13. (b) Monumental trees in Italy’s regions and provinces (a) 3 (c) 2 (c) log10 veteran tree individuals log10 veteran tree species 2 1 1 2 2 y = -1.99 + 0.58x, r = 0.56, p < 0.0001 y = -1.70 + 0.47x, r = 0.69, p < 0.0001 0 0 4 5 6 7 8 4 5 6 7 8 log10 region human population size log10 region human population size (b) (b) (d) 2 2 2 (c) y = -2.98 + 0.68x, r = 0.13, p < 0.0001 2 y = -2.03 + 0.49x, r = 0.15, p < 0.0001 log10 veteran tree individuals log10 veteran tree species 1 1 0 0 4 5 6 7 4 5 6 7 log 10 province human population size log10 province human population size a & b: abundance, c & d: spp richness, a & c: regions; b & d: provinces; from: Pautasso & Chiarucci (2008) Annals of Botany
  • 14. 3. Species introductions? Trace forward/back zipcode Positive (Phytophthora ramorum) site Hold released Source: United States Department of Agriculture, 2004 Animal and Plant Health Inspection Service, Plant Protection and Quarantine
  • 15. Multi-scale correlation of human presence and Phytophthora ramorum disease incidence from: Cushman & Meentemeyer (2008) Journal of Ecology
  • 16. Sudden Oak Death in California from Desprez-Loustau et al. (2007) Trends in Ecology & Evolution
  • 17. Living collections of the world’s botanical gardens (c) (a) (c) log10 spp richness (n) (d) (yr) (b) Size of countries reflects n of botanic gardens (d) b from: http://www.worldmapper.org/ a, c & d: from: Pautasso & Parmentier (2007) Botanica Helvetica
  • 18. 4. Both species and people correlate with productivity? (a) vascular plant species richness (b) terrestrial net primary productivity NPP (g C yr-1 m-2) human-appropriated net primary productivity (c) From (all et al.): (a) Kreft (2008) Ecology Letters, (b) Cramer (1999) Global Change Biology, (c) Imhoff (2004) Nature
  • 19. Both species and people correlate with productivity Altitude Plant species richness in Trentino, Italy from: Marini, Prosser, Klimek & Marrs (in press) J Biogeography
  • 20. Excursus: human population density across the Alps Source: European Academy, Bozen/Bolzano, Italy (EURAC)
  • 21. Excursus (2): human pop. dens. change across the Alps Source: European Academy, Bozen/Bolzano, Italy (EURAC)
  • 22. [1015 mol/cm2; Jan 2003- Jun 2004] Air pollution due to urbanization: NO2 source: http://esamultimedia.esa.int/images/EarthObservation/pollution_europe_hires.jpg
  • 23. Some recent studies of the spp-people correlation Araujo (2003) McKinney GEB (2003) Moreno- Biol Cons Rueda & Ding et al. Pizarro (2008) (2006) J Ecol Res Vazquez Hunter Biogeog & Gaston (2006) & Jonzon Biodiv & Cons (1993) CB Balmford et al. (2001) Science Real et al. Chown et al. Luck (2007) (2003) J Diniz-Filho et al. (2003) Ecol Appl J Biogeog Biogeog (2006) Acta Oecol. World wilderness map from: UNEP-WCMC World Atlas of Biodiversity, GIS analysis by R. Lesslie (ANU), method developed for the Australian Heritage Commission
  • 24. What about invertebrates? (1) Ants (a) 3.0 2 y = -0.19 + 0.29x, s.s.e. = 0.03, r = 0.42, p < 0.0001 (c) 3.0 y = -1.00 + 0.87x, s.s.e. = 0.13, r2 = 0.56, p < 0.0001 log10 ant species richness (n) log10 ant species richness (n) 2.0 2.0 1.0 1.0 4.0 5.0 6.0 7.0 8.0 9.0 2.5 3.0 3.5 4.0 log10 human population size (n) log10 plant species richness (n) (b) 3.0 (d) 3.0 2 y = 0.67 + 0.22x, s.s.e = 0.02, r = 0.30, p < 0.0001 y = 0.65 - 0.27x, s.s.e. = 0.64, r2 = 0.02, p = 0.67 log10 ant species richness (n) log10 ant species richness (n) 2.0 2.0 1.0 1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 -4.6 -4.5 -4.4 -4.3 -4.2 log10 country area (km2) Boltzmann transformed temperature (1/kT) from Schlick-Steiner et al. (in press) Journal of Biogeography
  • 25. What about invertebrates? (2) Grasshoppers from Steck & Pautasso (in press) Acta Oecologica
  • 26. What about invertebrates? (3) May-, stone- & caddis-flies Pictures from http://biokeys.berkeley.edu from Pautasso & Fontaneto (in press) Ecological Applications
  • 27. Random sample of 100 papers per year on ‘species richness’ in WOS (1991-2004) from: Lonsdale et al. (2008) European Journal of Forest Research
  • 28. Conclusions 1) the scale-dependence of the species-people correlation has implications for conservation, 2) a positive spp-people correlation could be due to i) sampling bias, (ii) active conservation, and (iii) species introductions, 3) but its most plausible/frequent explanation is a correlation of both people and spp richness with environmental productivity
  • 29. Acknowledgements Mike McKinney, Univ. of Kevin Ingrid Tennessee, US Diego Gaston, Parmentier, Fontaneto, Univ. of Univ. of Silwood Sheffield Bruxelles, Mike Jeger, Belgium Wye & Silwood Birgit & Florian Claude Steck, Alessandro Schlick-Steiner, Lorenzo Marini, WSL, CH Chiarucci, Univ. of Univ. of Queensland, Univ. of Padua, Italy Siena, Italy Australia
  • 30. References Barbosa AM, Fontaneto D, Marini L & Pautasso M (2010) Positive regional species–people correlations: a sampling artefact or a key issue for sustainable development? Animal Conservation 13: 446-447 Barbosa AM, Fontaneto D, Marini L & Pautasso M (2010) Is the human population a large-scale indicator of the species richness of ground beetles? Animal Conservation 13: 432-441 Cantarello E, Steck CE, Fontana P, Fontaneto D, Marini L & Pautasso M (2010) A multi-scale study of Orthoptera species richness and human population size controlling for sampling effort. Naturwissenschaften 97: 265-271 Chiari C, Dinetti M, Licciardello C, Licitra G & Pautasso M (2010) Urbanization and the more-individuals hypothesis. Journal of Animal Ecology 79: 366-371 Golding J, Güsewell S, Kreft H, Kuzevanov VY, Lehvävirta S, Parmentier I & Pautasso M (2010) Species-richness patterns of the living collections of the world's botanic gardens: a matter of socio-economics? Annals of Botany 105: 689-696 Pautasso M (2009) Geographical genetics and the conservation of forest trees. Perspectives in Plant Ecology, Systematics and Evolution 11: 157-189 Pautasso M & Dinetti M (2009) Avian species richness, human population and protected areas across Italy’s regions. Environmental Conservation 36: 22-31 Pautasso M & Powell G (2009) Aphid biodiversity is correlated with human population in European countries. Oecologia 160: 839-846 Pautasso M & Zotti M (2009) Macrofungal taxa and human population in Italy's regions. Biodiversity & Conservation 18: 473-485 Pautasso M & Parmentier I (2007) Are the living collections of the world’s botanical gardens following species-richness patterns observed in natural ecosystems? Botanica Helvetica 117: 15-28 Pecher C, Fritz S, Marini L, Fontaneto D & Pautasso M (2010) Scale-dependence of the correlation between human population and the species richness of stream macroinvertebrates. Basic Applied Ecology 11: 272-280