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The influence of temporal variation on relationships between ecosystem services

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Abstract

A growing literature aims to identify areas of congruence in the provision of multiple ecosystem goods and services. However, little attention has been paid to the effect that temporal variation in the provision of such services may have on understanding of these relationships. Due to a lack of temporally and spatially replicated monitoring surveys, such relationships are often assessed using data from disparate time periods. Utilising temporally replicated data for indices of freshwater quality and agricultural production we demonstrate that through time the biophysical values of ecosystem services may vary in a spatially non-uniform way. This can lead to differing conclusions being reached about the strength of relationships between services, which in turn has implications for the prioritisation of areas for management of multiple services. We present this first analysis to illustrate the effect that the use of such temporally disparate datasets may have, and to highlight the need for further research to assess under what circumstances temporal variation of this sort will have the greatest impact.

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References

  • Anderson BJ, Armsworth PR, Eigenbrod F, Thomas CD, Gillings S, Heinemeyer A, Roy DB, Gaston KJ (2009) Spatial covariance between biodiversity and other ecosystem service priorities. J Appl Ecol 46:888–896

    Article  Google Scholar 

  • Balvanera P, Pfisterer AB, Buchmann N, He J-S, Nakashizuka T, Raffaelli D, Schmid B (2006) Quantifying the evidence for biodiversity effects on ecosystem functioning and services. Ecol Lett 9:1146–1156

    Article  PubMed  Google Scholar 

  • Barbier EB, Koch EW, Silliman BR, Hacker SD, Wolanski E, Primavera J, Granek EF, Polasky S, Aswani S, Cramer LA, Stoms DM, Kennedy CJ, Bael D, Kappel CV, Perillo GME, Reed DJ (2008) Coastal ecosystem-based management with nonlinear ecological functions and values. Science 319:321–323

    Article  PubMed  CAS  Google Scholar 

  • Baron JS, Poff NL, Angermeier PL, Dahm CN, Gleick PH, Hairston NG, Jackson RB, Johnston CA, Richter RD, Steinman AD (2002) Meeting ecological and societal needs for freshwater. Ecol Appl 12:1247–1260

    Article  Google Scholar 

  • Beaton C, Catto J, Kerr G (2000) The farm management handbook 2000/2001. Scottish Agricultural College, Edinburgh, UK

    Google Scholar 

  • Bellamy PH, Loveland PJ, Bradley RI, Lark RM, Kirk GJD (2005) Carbon losses from all soils across England and Wales 1978–2003. Nature 437:245–248

    Article  PubMed  CAS  Google Scholar 

  • Canty A, Ripley B (2009) Boot: bootstrap R (S-Plus) functions. R package version 1.2-41

  • Chadwick L (1995) The farm management handbook 1995/1996. Scottish Agricultural College, Edinburgh, UK

    Google Scholar 

  • Chan KMA, Shaw MR, Cameron DR, Underwood EC, Daily GC (2006) Conservation planning for ecosystem services. PLoS Biol 4:2138–2152

    CAS  Google Scholar 

  • Covich AP, Palmer MA, Crow TA (1999) The role of benthic invertebrate species in freshwater ecosystems: zoobenthic species influence energy flows and nutrient cycling. Bioscience 49(2):119–127

    Article  Google Scholar 

  • Eade JDO, Moran D (1996) Spatial economic valuation: benefits transfer using geographical information systems. J Environ Manag 48:97–110

    Article  Google Scholar 

  • Eigenbrod F, Anderson BJ, Armsworth PR, Heinemeyer A, Jackson SE, Parnell M, Thomas CD, Gaston KJ (2009) Ecosystem service benefits of contrasting conservation strategies in a human-dominated region. Proc R Soc B 276:2903–2911

    Article  PubMed  Google Scholar 

  • Emmett BA, Reynolds B, Chamberlain PM, Rowe E, Spurgeon D, Brittain SA, Frogbrook Z, Hughes S, Lawlor AJ, Poskitt J, Potter E, Robinson DA, Scott A, Wood C, Woods C (2010) Countryside survey—soils report from 2007. Centre for Ecology and Hydrology

  • Farber SC, Costanza R, Wilson MA (2002) Economic and ecological concepts for valuing ecosystem services. Ecol Econ 41:375–392

    Article  Google Scholar 

  • Harrison PA, Vandewalle M, Sykes MT, Berry PM, Bugter R, de Bello F, Feld CD, Granndin U, Harrington R, Haslett JR, Jongman RHG, Luck GW, Da Silve PM, Moora M, Settele J, Sousa JP, Zobel M (2010) Identifying and prioritising services in European terrestrial and freshwater ecosystems. Biodivers Conserv 19:2791–2821

    Article  Google Scholar 

  • Ingraham MW, Foster SG (2008) The value of ecosystem services provided by the US National Wildlife Refuge System in the contiguous US. Ecol Econ 67:608–618

    Article  Google Scholar 

  • Julious SA (2004) Using confidence intervals around individual means to assess statistical significance between two means. Pharma Stat 3:217–222

    Article  Google Scholar 

  • Koch EW, Barbier EB, Silliman BR, Reed DJ, Perillo GME, Hacker SD, Granek EF, Primavera JH, Muthiga N, Polasky S, Halpern BS, Kennedy CJ, Kappel CV, Wolanski E (2009) Non-linearity in ecosystem services: temporal and spatial variability in coastal protection. Front Ecol Environ 7:29–37

    Article  Google Scholar 

  • Kreuter UP, Harris HG, Matlock MD, Lacey RE (2001) Change in ecosystem service values in the San Antonio area, Texas. Ecol Econ 39:333–346

    Article  Google Scholar 

  • Luck GW, Chan KMA, Fay JP (2009) Protecting ecosystem services and biodiversity in the world’s watersheds. Conserv Lett 2:179–188

    Article  Google Scholar 

  • Martínez ML, Pérez-Maqueo O, Vázquez G, Castillo-Campos G, García-Franco J, Mehltreter K, Equihua M, Landgrave R Effects of land use change on biodiversity and ecosystem services in tropical montane cloud forests of Mexico. For Ecol Manag (in press) Corrected Proof

  • Millennium Ecosystem Assessment (2005) Ecosystems and human well-being: synthesis. Island Press, Washington DC

    Google Scholar 

  • Murray-Bligh JAD, Furze MT, Jones FH, Gunn RJM, Dines RA, Wright JF (1997) Procedure for collecting and analysing macro-invertebrate samples for RIVPACS. Institute of Freshwater Ecology and Environment Agency

  • Naidoo R, Iwamura T (2007) Global-scale mapping of economic benefits from agricultural lands: implications for conservation priorities. Biol Conserv 140:40–49

    Article  Google Scholar 

  • Naidoo R, Balmford A, Costanza R, Fisher B, Green RE, Lehner B, Malcolm TR, Ricketts TH (2008). Global mapping of ecosystem services and conservation priorities. Proc Natl Acad Sci USA 105:9495–9500

    Google Scholar 

  • Nicholson E, Mace GM, Armsworth PR, Atkinson G, Buckle S, Clements T, Ewers RM, Fa JE, Gardner TA, Gibbons J, Grenyer R, Metcalfe R, Mourato S, Muuls M, Osborn D, Reuman DC, Watson C, Milner-Gulland EJ (2009) Priority research areas for ecosystem services in a changing world. J Appl Ecol 46:1139–1144

    Google Scholar 

  • O’Farrell PJ, De Lange WJ, Le Maitre DC, Reyers B, Blignaut JN, Milton SJ, Atkinson D, Egoh B, Maherry A, Colvin C (2011) The possibilities and pitfalls presented by a pragmatic approach to ecosystem service valuation in an arid biodiversity hotspot. J Arid Environ 75:612–623

    Article  Google Scholar 

  • R Development Core Team (2009) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria

    Google Scholar 

  • Raudsepp-Hearne C, Peterson GD, Bennett EM (2010) Ecosystem service bundles for analyzing tradeoffs in diverse landscapes. Proc Nat Acad Sci 107:5242–5247

    Google Scholar 

  • Raymond CM, Bryan BA, MacDonald DH, Cast A, Strathearn S, Grandgirard A, Kalivas T (2009) Mapping community values for natural capital and ecosystem services. Ecol Econ 68:1301–1315

    Article  Google Scholar 

  • Schindler DE, Hilborn R, Chasco B, Boatright CP, Quinn TP, Rogers LA, Webster MS (2010) Population diversity and the portfolio effect in an exploited species. Nature 465:609–612

    Article  PubMed  CAS  Google Scholar 

  • Seppelt R, Dormann CF, Eppink FV, Lautenbach S, Schmidt S (2011) A quantitative review of ecosystem service studies: approaches, shortcomings and the road ahead. J Appl Ecol 48(3):630–636

    Article  Google Scholar 

  • Skourtos M, Kontogianni A, Harrison PA (2009) Reviewing the dynamics of economic values and preferences for ecosystem goods and services. Biodivers Conserv 19:2855–2872

    Article  Google Scholar 

  • Smith P, Chapman SJ, Scott WA, Black HIJ, Wattenbach M, Milne R, Campbell CD, Lilly A, Ostle N, Levy PE, Lumsdon DG, Millard P, Towers W, Zaehle S, Smith JU (2007) Climate change cannot be entirely responsible for soil carbon loss observed in England and Wales, 1978–2003. Glob Change Biol 13(12):1365–2486

    Article  Google Scholar 

  • Sutton PC, Costanza R (2002) Global estimates of market and non-market values derived from nighttime satellite imagery, land cover, and ecosystem service valuation. Ecol Econ 41:509–527

    Article  Google Scholar 

  • TEEB (2010) Mainstreaming the economics of nature: a synthesis of the approach, conclusions and recommendations of TEEB. The Economics of Ecosystems and Biodiversity (TEEB)

  • Thomas JA, Telfer MG, Roy DB, Preston CD, Greenwood JJD, Asher J, Fox R, Clarke RT, Lawton JH (2004) Comparative losses of British butterflies, birds, and plants and the global extinction crisis. Science 303:1879–1881

    Article  PubMed  CAS  Google Scholar 

  • Tianhong L, Wenkai L, Zhenghan Q (2010) Variations in ecosystem service value in response to land use changes in Shenzhen. Ecol Econ 69(7):1427–1435

    Article  Google Scholar 

  • Turner WR, Brandon K, Brooks TM, Costanza R, da Fonseca GAB, Portela R (2007) Global conservation of biodiversity and ecosystem services. Bioscience 57:868–873

    Article  Google Scholar 

  • UNEP (2009) Water security and ecosystem services. United Nations Environment Program, Nairobi, Kenya

    Google Scholar 

  • Willemen L, Verburg PH, Hein L, van Mensvoort MEF (2008) Spatial characterization of landscape functions. Landsc Urb Plan 88:34–43

    Article  Google Scholar 

  • Wright JF, Furse MT, Moss D (1998) River classification using invertebrates: RIVPACS applications. Aquat Conserv Mar Freshw Ecosyst 8:617–631

    Article  Google Scholar 

  • Zongming W, Bai Z, Shuqing Z, Kaishan S, Hongtao D (2005) Estimates of loss in ecosystem service values of Songnen plain from 1980 to 2000. J Geograph Sci 15:80–86

    Google Scholar 

Download references

Acknowledgements

The authors acknowledge the support of the Environment Agency for England and Wales for provision of data relating to fresh waters and in particular B. Brierley and P. Raven for helpful comments. The views expressed here are those of the authors and not the Environment Agency. This work was conducted during a U.K. Population Biology Network (UKPopNet) project (“Linking biodiversity and ecosystem services: processes, priorities and prospects”) which was funded by the Natural Environment Research Council and Natural England.

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Correspondence to Robert A. Holland.

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Holland, R.A., Eigenbrod, F., Armsworth, P.R. et al. The influence of temporal variation on relationships between ecosystem services. Biodivers Conserv 20, 3285–3294 (2011). https://doi.org/10.1007/s10531-011-0113-1

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