The impact of climate on the geographical distribution of phytoplankton species in boreal lakes

Oecologia

Volumn 173, Issue 4, 2013, Pages 1625-1638

  Hallstan, Simon ^a   Trigal, Cristina ^a   Johansson, Karin S L ^a   Johnson, Richard K ^a  

^a SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

Author keywords

Climate variability; Distribution; Modeling; Phytoplankton

Indexed keywords

ANTHROPOGENIC EFFECT; CLIMATE EFFECT; COMMUNITY COMPOSITION; FLAGELLATE; GEOGRAPHICAL DISTRIBUTION; GLACIAL LAKE; GROWING SEASON; HIGH TEMPERATURE; PHYTOPLANKTON;

SWEDEN;

BACILLARIOPHYTA; CHLOROPHYTA; CYANOBACTERIA; STAURODESMUS; TRACHELOMONAS VOLVOCINA; ZYGNEMOPHYCEAE;

ARTICLE; BIODIVERSITY; CLIMATE; CYANOBACTERIUM; DIATOM; GREEN ALGA; GROWTH, DEVELOPMENT AND AGING; LAKE; PHYTOPLANKTON; SEASON; SPATIOTEMPORAL ANALYSIS; SWEDEN; TEMPERATURE; THEORETICAL MODEL;

BIODIVERSITY; CHLOROPHYTA; CLIMATE; CYANOBACTERIA; DIATOMS; LAKES; MODELS, THEORETICAL; PHYTOPLANKTON; SEASONS; SPATIO-TEMPORAL ANALYSIS; SWEDEN; TEMPERATURE;

EID: 84888381157     PISSN: 00298549     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00442-013-2708-6     Document Type: Article

References (76)

1. Adrian R, Walz N, Hintze T, Hoeg S, Rusche R (1999) Effects of ice duration on plankton succession during spring in a shallow polymictic lake. Freshw Biol 41: 621-632.
2. Adrian R, Wilhelm S, Gerten D (2006) Life-history traits of lake plankton species may govern their phenological response to climate warming. Glob Change Biol 12: 652-661.
3. Bond N, Thomson J, Reich P, Stein J (2011) Using species distribution models to infer potential climate change-induced range shifts of freshwater fish in south-eastern Australia. Mar Freshw Res 62: 1043-1061.
4. Breiman L (2001) Random forests. Mach Learn 45: 5-32.
5. Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and regression trees. Wadsworth & Brooks, Monterey.
6. Bush A, Nipperess D, Turak E, Hughes L (2012) Determining vulnerability of stream communities to climate change at the landscape scale. Freshw Biol 57: 1689-1701.
7. Chadwick EA, Slater FM, Ormerod SJ (2006) Inter- and intraspecific differences in climatically mediated phenological change in coexisting Triturus species. Glob Change Biol 12: 1069-1078.
8. Cosby BJ, Ferrier RC, Jenkins A, Wright RF (2001) Modelling the effects of acid deposition: refinements, adjustments and inclusion of nitrogen dynamics in the MAGIC model. Hydrol Earth Syst Sci 5: 499-517.
9. Domingues RB, Anselmo TP, Barbosa AB, Sommer U, Galvao HM (2011) Light as a driver of phytoplankton growth and production in the freshwater tidal zone of a turbid estuary. Estuar Coast Shelf Sci 91: 526-535.
10. Elith J, Leathwick JR (2009) Species distribution models: ecological explanation and prediction across space and time. Annu Rev Ecol Evol Syst 40: 677-697.
11. Eppley RW (1977) The growth and culture of diatoms. In: Burnett JH, Baker HG, Beevers H, Whatley FR (eds) The book of diatoms, 13th edn. University of California Press, Berkeley, pp 24-64.
12. Ferrier S, Guisan A (2006) Spatial modelling of biodiversity at the community level. J Appl Ecol 43: 393-404.
13. Fielding AH, Bell JF (1997) A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ Conserv 24: 38-49.
14. Findlay DL, Kasian SEM, Stainton MP, Beaty K, Lyng M (2001) Climatic influences on algal populations of boreal forest lakes in the experimental lakes area. Limnol Oceanogr 46: 1784-1793.
15. Freeman EA, Moisen G (2008) PresenceAbsence: an R package for presence absence analysis. J Stat Softw 23: 1-31.
16. George DG, Maberly SC, Hewitt DP (2004) The influence of the North Atlantic Oscillation on the physical, chemical and biological characteristics of four lakes in the English Lake district. Freshw Biol 49: 760-774.
17. George G, Hurley M, Hewitt D (2007) The impact of climate change on the physical characteristics of the larger lakes in the English Lake district. Freshw Biol 52: 1647-1666.
18. Havens KE (2008) Cyanobacteria blooms: effects on aquatic ecosystems. Cyanobacterial Harmful Algal Blooms: State Sci Res Needs 619: 733-747.
19. Hickling R, Roy DB, Hill JK, Thomas CD (2005) A northward shift of range margins in British Odonata. Glob Change Biol 11: 502-506.
20. Hoffmann L, Wille E (1992) Occurrence of a metalimnetic summer peak of Mallomonas caudata (Synurophyceae). Nordic J Bot 12: 465-469.
21. Hothorn T, Hornik K, Zeileis A (2006) Unbiased recursive partitioning: a conditional inference framework. J Comput Gr Stat 15: 651-674.
22. Huertas IE, Rouco M, Lopez-Rodas V, Costas E (2011) Warming will affect phytoplankton differently: evidence through a mechanistic approach. Proc R Soc Lond B 278: 3534-3543.
23. Illies J (1978) Limnofauna Europaea. Gustav Fisher, Stuttgart.
24. IPCC (2007) Climate change 2007: the physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. IPCC, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.
25. Johnk KD, Huisman J, Sharples J, Sommeijer B, Visser PM, Stroom JM (2008) Summer heatwaves promote blooms of harmful cyanobacteria. Glob Change Biol 14: 495-512.
26. Lättman H, Milberg P, Palmer MW, Mattsson J-E (2009) Changes in the distributions of epiphytic lichens in southern Sweden using a new statistical method. Nordic J Bot 27: 413-418.
27. Lewis WM Jr, Wurtsbaugh WA (2008) Control of lacustrine phytoplankton by nutrients: erosion of the phosphorus paradigm. Int Rev Hydrobiol 93: 446-465.
28. Liaw A, Wiener M (2002) Classification and regression by randomForest. R News 2: 18-22.
29. Liu CR, Berry PM, Dawson TP, Pearson RG (2005) Selecting thresholds of occurrence in the prediction of species distributions. Ecography 28: 385-393.
30. MacKenzie DI (2005) Was it there? Dealing with imperfect detection for species presence/absence data. Aust NZ J Stat 47: 65-74.
31. McLeod AI (2011) Kendall: Kendall rank correlation and Mann-Kendall trend test. R package version 2. 2. http://CRAN. R-project. org/package=Kendall.
32. NCAR-research application program (2010) Verification: Forecast verification utilities. R package version 1. 31. http://CRAN. R-project. org/package=verification.
33. Noges P et al (2010) The impact of variations in the climate on seasonal dynamics of phytoplankton. Impact Clim Change Eur Lakes: 253-274.
34. Olden JD (2003) A species-specific approach to modeling biological communities and its potential for conservation. Conserv Biol 17: 854-863.
35. Olden JD, Joy MK, Death RG (2006) Rediscovering the species in community-wide predictive modeling. Ecol Appl 16: 1449-1460.
36. Olrik KP, Blomqvist P, Brettum P, Cronberg G, Eloranta P, Blomqvist P, Brettum P, Cronberg G, Eloranta P (1989) Methods for quantitative assessment of phytoplankton in freshwaters, part I. Swedish Environmental Protection Agency, Stockholm.
37. Paerl HW, Huisman J (2009) Climate change: a catalyst for global expansion of harmful cyanobacterial blooms. Environ Microb Rep 1: 27-37.
38. Paerl HW, Paul VJ (2012) Climate change: links to global expansion of harmful cyanobacteria. Water Res 46: 1349-1363.
39. Paerl HW, Hall NS, Calandrino ES (2011) Controlling harmful cyanobacterial blooms in a world experiencing anthropogenic and climatic-induced change. Sci Total Environ 409: 1739-1745.
40. Parmesan C (2006) Ecological and evolutionary responses to recent climate change. Annu Rev Ecol Evol Syst 37: 637-669.
41. Parmesan C, Yohe G (2003) A globally coherent fingerprint of climate change impacts across natural systems. Nature 421: 37-42.
42. Parmesan C et al (1999) Poleward shifts in geographical ranges of butterfly species associated with regional warming. Nature 399: 579-583.
43. Primack RB et al (2009) Spatial and interspecific variability in phenological responses to warming temperatures. Biol Conserv 142: 2569-2577.
44. Rengefors K, Gustafsson S, Ståhl-Delbanco A (2004) Factors regulating the recruitment of cyanobacterial and eukaryotic phytoplankton from littoral and profundal sediments. Aquat Microb Ecol 36: 213-226.
45. Rengefors K, Weyhenmeyer GA, Bloch I (2012) Temperature as a driver for the expansion of the microalga Gonyostomum semen in Swedish lakes. Harmful Algae 18: 65-73.
46. Reynolds CS, Huszar V, Kruk C, Naselli-Flores L, Melo S (1997) Towards a functional classification of the freshwater phytoplankton. J Plankton Res 24: 417-428.
47. Root TL, Price JT, Hall KR, Schneider SH, Rosenzweig C, Pounds JA (2003) Fingerprints of global warming on wild animals and plants. Nature 421: 57-60.
48. Ruhland K, Paterson AM, Smol JP (2008) Hemispheric-scale patterns of climate-related shifts in planktonic diatoms from North American and European lakes. Glob Change Biol 14: 1-15.
49. Salonen K, Jones RI, Arvola L (1984) Hypolimnetic phosphorous retrieved by diel vertical migrations of lake phytoplankton. Freshw Biol 14: 431-438.
50. Schweiger O, Settele J, Kudrna O, Klotz S, Kuhn I (2008) Climate change can cause spatial mismatch of trophically interacting species. Ecology 89: 3472-3479.
51. Sommer U, Lewandowska A (2011) Climate change and the phytoplankton spring bloom: warming and overwintering zooplankton have similar effects on phytoplankton. Glob Change Biol 17: 154-162.
52. Ståhl-Delbanco A, Hansson L-A (2002) Effects of bioturbation on recruitment of algal cells from the "seed bank" of lake sediments. Limnol Oceanogr 47: 1836-1843.
53. Stomp M, Huisman J, Mittelbach GG, Litchman E, Klausmeier CA (2011) Large-scale biodiversity patterns in freshwater phytoplankton. Ecology 92: 2096-2107.
54. Stralberg D et al (2009) Re-shuffling of species with climate disruption: a no-analog future for California birds? PLoS ONE 4: 1-8.
55. Strecker AL, Cobb TP, Vinebrooke RD (2004) Effects of experimental greenhouse warming on phytoplankton and zooplankton communities in fishless alpine ponds. Limnol Oceanogr 49: 1182-1190.
56. Strobl C, Boulesteix AL, Zeileis A, Hothorn T (2007) Bias in random forest variable importance measures: Illustrations, sources and a solution. BMC Bioinf 8: 25. doi: 10. 1186/1471-2105-8-25.
57. Strobl C, Boulesteix AL, Kneib T, Augustin T, Zeileis A (2008) Conditional variable importance for random forests. BMC Bioinf 9: 307. doi: 10. 1186/1471-2105-9-307.
58. R Development Core Team (2011) R: a language and environment for statistical computing. R foundation for statistical computing, Vienna, Austria. ISBN 3-900051-07-0. http://www. R-project. org/.
59. Throndsen J (1978) Preservation and storage. In: Sournia A (ed) Phytoplankton manual. UNESCO, Paris, France, pp 70-71.
60. Trigal C, Hallstan S, Johansson KSL, Johnson RK (2013) Factors affecting occurrence and bloom formation of the nuisance flagellate Gonyostomum semen in boreal lakes. Harmful Algae (in press).
61. Visser ME, Both C (2005) Shifts in phenology due to global climate change: the need for a yardstick. Proc R Soc Lond B 272: 2561-2569.
62. Weyhenmeyer GA (2001) Warmer winters: are planktonic algal populations in Sweden's largest lakes affected? Ambio 30: 565-571.
63. Weyhenmeyer GA (2004) Synchrony in relationships between the North Atlantic Oscillation and water chemistry among Sweden's largest lakes. Limnol Oceanogr 49: 1191-1201.
64. Weyhenmeyer GA, Blenckner T, Petters son K (1999) Changes of the plankton spring out, burst related to the North Atlantic Oscillation. Limnol Oceanogr 44: 1788-1792.
65. Weyhenmeyer GA, Willen E, Sonesten L (2004a) Effects of an extreme precipitation event on water chemistry and phytoplankt in the Swedish lake Mälaren. Boreal Environ Res 9: 409-420.
66. Weyhenmeyer GA, Willen E, Sonesten L (2004b) Effects of an extreme precipitation event on water chemistry and phytoplankton in the Swedish Lake Malaren. Boreal Environ Res 9: 409-420.
67. Weyhenmeyer GA, Peter H, Willen E (2012) Shifts in phytoplankton species richness and biomass along a latitudinal gradient-consequences for relationships between biodiversity and ecosystem functioning. Freshw Biol 58: 612-623.
68. Wiedner C, Rucker J, Bruggemann R, Nixdorf B (2007) Climate change affects timing and size of populations of an invasive cyanobacterium in temperate regions. Oecologia 152: 473-484.
69. Wilander A, Johnson RK, Goedkoop W (2003) Riksinventering 2000 En synoptisk studie av vattenkemi och bottenfauna i svenska sjöar och vattendrag. Department of Environmental Assessment, Uppsala (in Swedish).
70. Willen E (2001) Phytoplankton and water quality characterization: experiences from the Swedish large lakes Mälaren, Hjälmaren, Vättern and Vänern. Ambio 30: 529-537.
71. Willén E (2003) Dominance patterns of planktonic algae in Swedish forest lakes. Hydrobiologia 502: 315-324.
72. Winder M, Hunter DA (2008) Temporal organization of phytoplankton communities linked to physical forcing. Oecologia 156: 179-192.
73. Winder M, Schindler DE (2004) Climate change uncouples trophic interactions in an aquatic ecosystem. Ecology 85: 2100-2106.
74. Winder M, Sommer U (2012) Phytoplankton response to a changing climate. Hydrobiologia 698: 5-16.
75. Xiao T (2011) Effects of temperature on recruitment and phytoplankton community composition. Afr J Microb Res 5: 5896-5901.
76. Zurell D, Jeltsch F, Dormann CF, Schröder B (2009) Static species distribution models in dynamically changing systems: how good can predictions really be? Ecography 32: 733-744.