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The Scientific World Journal
Volume 2014, Article ID 483298, 13 pages
http://dx.doi.org/10.1155/2014/483298
Research Article

Ecosystem Services in Agricultural Landscapes: A Spatially Explicit Approach to Support Sustainable Soil Management

1Department of Forest and Ecosystem Science, The University of Melbourne, 4 Water Street, Creswick, VIC 3363, Australia
2Commonwealth Scientific and Industrial Research Organisation (CSIRO) Ecosystem Sciences, PMB 2, Urrbrae, SA 5064, Australia
3Future Farming Systems Research Division, Department of Environment & Primary Industries, P.O. Box 3100, Bendigo Delivery Centre, VIC 3554, Australia
4Agriculture Productivity Group, Department of Environment & Primary Industries, 32 Lincoln Square, North Carlton, VIC 3053, Australia

Received 13 November 2013; Accepted 11 December 2013; Published 30 January 2014

Academic Editors: E. de Blas and H. G. Rosatto

Copyright © 2014 Mohsen Forouzangohar et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. E. Dominati, M. Patterson, and A. Mackay, “A framework for classifying and quantifying the natural capital and ecosystem services of soils,” Ecological Economics, vol. 69, no. 9, pp. 1858–1868, 2010. View at Publisher · View at Google Scholar · View at Scopus
  2. C. Palm, P. Sanchez, S. Ahamed, and A. Awiti, “Soils: a contemporary perspective,” Annual Review of Environment and Resources, vol. 32, pp. 99–129, 2007. View at Publisher · View at Google Scholar · View at Scopus
  3. D. A. Robinson, N. Hockley, E. Dominati et al., “Natural capital, ecosystem services, and soil change: why soil science must embrace an ecosystems approach,” Vadose Zone Journal, vol. 11, no. 1, 2012. View at Publisher · View at Google Scholar · View at Scopus
  4. D. A. Robinson, I. Lebron, and H. Vereecken, “On the definition of the natural capital of soils: a framework for description, evaluation, and monitoring,” Soil Science Society of America Journal, vol. 73, no. 6, pp. 1904–1911, 2009. View at Publisher · View at Google Scholar · View at Scopus
  5. S. Frank, C. Fürst, L. Koschke, and F. Makeschin, “A contribution towards a transfer of the ecosystem service concept to landscape planning using landscape metrics,” Ecological Indicators, vol. 21, pp. 30–38, 2012. View at Publisher · View at Google Scholar · View at Scopus
  6. M. Rutgers, H. J. van Wijnen, A. J. Schouten et al., “A method to assess ecosystem services developed from soil attributes with stakeholders and data of four arable farms,” Science of the Total Environment, vol. 415, pp. 39–48, 2012. View at Publisher · View at Google Scholar · View at Scopus
  7. H. J. van Wijnen, M. Rutgers, A. J. Schouten, C. Mulder, D. de Zwart, and A. M. Breure, “How to calculate the spatial distribution of ecosystem services—natural attenuation as example from The Netherlands,” Science of the Total Environment, vol. 415, pp. 49–55, 2012. View at Publisher · View at Google Scholar · View at Scopus
  8. R. Haines-Young, M. Potschin, and F. Kienast, “Indicators of ecosystem service potential at European scales: mapping marginal changes and trade-offs,” Ecological Indicators, vol. 21, pp. 39–53, 2012. View at Publisher · View at Google Scholar · View at Scopus
  9. L. T. Bennett, P. M. Mele, S. Annett, and S. Kasel, “Examining links between soil management, soil health, and public benefits in agricultural landscapes: an Australian perspective,” Agriculture, Ecosystems & Environment, vol. 139, no. 1-2, pp. 1–12, 2010. View at Publisher · View at Google Scholar · View at Scopus
  10. R. W. Simonson, “Outline of a generalized theory of soil formation,” Soil Science Society of America Proceedings, vol. 23, no. 2, pp. 152–156, 1959. View at Publisher · View at Google Scholar
  11. B. Burkhard, F. Kroll, S. Nedkov, and F. Müller, “Mapping ecosystem service supply, demand and budgets,” Ecological Indicators, vol. 21, pp. 17–29, 2012. View at Publisher · View at Google Scholar · View at Scopus
  12. B. Minasny and A. E. Hartemink, “Predicting soil properties in the tropics,” Earth-Science Reviews, vol. 106, no. 1-2, pp. 52–62, 2011. View at Publisher · View at Google Scholar · View at Scopus
  13. M. U. F. Kirschbaum, J. O. Carter, P. R. Grace et al., “Brief description of several models for simulating net ecosystem exchange in Australia,” in Net Ecosystem Exchange, M. U. F. Kirschbaum and R. Mueller, Eds., CRC for Greenhouse Accounting, Canberra, Australia, 2001. View at Google Scholar
  14. M. J. Aitkenhead, F. Albanito, M. B. Jones, and H. I. J. Black, “Development and testing of a process-based model (MOSES) for simulating soil processes, functions and ecosystem services,” Ecological Modelling, vol. 222, no. 20–22, pp. 3795–3810, 2011. View at Publisher · View at Google Scholar · View at Scopus
  15. B. A. Keating, P. S. Carberry, G. L. Hammer et al., “An overview of APSIM, a model designed for farming systems simulation,” European Journal of Agronomy, vol. 18, no. 3-4, pp. 267–288, 2003. View at Publisher · View at Google Scholar · View at Scopus
  16. R. L. McCown, G. L. Hammer, J. N. G. Hargreaves, D. P. Holzworth, and D. M. Freebairn, “APSIM: a novel software system for model development, model testing and simulation in agricultural systems research,” Agricultural Systems, vol. 50, no. 3, pp. 255–271, 1996. View at Publisher · View at Google Scholar · View at Scopus
  17. R. J. Farquharson, G. D. Schwenke, and J. D. Mullen, “Should we manage soil organic carbon in Vertosols in the northern grains region of Australia?” Australian Journal of Experimental Agriculture, vol. 43, no. 3, pp. 261–270, 2003. View at Publisher · View at Google Scholar · View at Scopus
  18. Z. Luo, E. Wang, O. J. Sun, C. J. Smith, and M. E. Probert, “Modeling long-term soil carbon dynamics and sequestration potential in semi-arid agro-ecosystems,” Agricultural and Forest Meteorology, vol. 151, no. 12, pp. 1529–1544, 2011. View at Publisher · View at Google Scholar · View at Scopus
  19. K. Ranatunga, M. J. Hill, M. E. Probert, and R. C. Dalal, “Comparative application of APSIM, RothC and Century to predict soil carbon dynamics,” in Proceedings of the International Congress on Modelling and Simulation (MODSIM '01), F. Ghassemi, P. Whetton, R. Little, and M. Littleboy, Eds., pp. 733–738, Modelling and Simulation Society of Australia and New Zealand, Canberra, Australia, 2001.
  20. B. A. Keating, D. Gaydon, N. I. Huth et al., “Use of modelling to explore the water balance of dryland farming systems in the Murray-Darling Basin, Australia,” European Journal of Agronomy, vol. 18, no. 1-2, pp. 159–169, 2002. View at Publisher · View at Google Scholar · View at Scopus
  21. M. E. Probert, J. P. Dimes, B. A. Keating, R. C. Dalal, and W. M. Strong, “APSIM's water and nitrogen modules and simulation of the dynamics of water and nitrogen in fallow systems,” Agricultural Systems, vol. 56, no. 1, pp. 1–28, 1998. View at Publisher · View at Google Scholar · View at Scopus
  22. J. Wang, E. Wang, and D. L. Liu, “Modelling the impacts of climate change on wheat yield and field water balance over the Murray-Darling Basin in Australia,” Theoretical and Applied Climatology, vol. 104, no. 3-4, pp. 285–300, 2011. View at Publisher · View at Google Scholar · View at Scopus
  23. R. O. Gilbert and J. C. Simpson, “Kriging for estimating spatial pattern of contaminants: potential and problems,” Environmental Monitoring and Assessment, vol. 5, no. 2, pp. 113–135, 1985. View at Google Scholar · View at Scopus
  24. A. B. McBratney and R. Webster, “How many observations are needed for regional estimation of soil properties?” Soil Science, vol. 135, no. 3, pp. 177–183, 1983. View at Google Scholar · View at Scopus
  25. P. Longley, Geographic Information Systems & Science, John Wiley & Sons, Hoboken, NJ, USA, 2011.
  26. Z. L. Frogbrook, J. Bell, R. I. Bradley et al., “Quantifying terrestrial carbon stocks: examining the spatial variation in two upland areas in the UK and a comparison to mapped estimates of soil carbon,” Soil Use and Management, vol. 25, no. 3, pp. 320–332, 2009. View at Publisher · View at Google Scholar · View at Scopus
  27. S. Kumar and R. Lal, “Mapping the organic carbon stocks of surface soils using local spatial interpolator,” Journal of Environmental Monitoring, vol. 13, no. 11, pp. 3128–3135, 2011. View at Publisher · View at Google Scholar · View at Scopus
  28. J. W. van Groenigen, W. Siderius, and A. Stein, “Constrained optimisation of soil sampling for minimisation of the kriging variance,” Geoderma, vol. 87, no. 3-4, pp. 239–259, 1999. View at Publisher · View at Google Scholar · View at Scopus
  29. C. S. Zhang, Y. Tang, X. L. Xu, and G. Kiely, “Towards spatial geochemical modelling: use of geographically weighted regression for mapping soil organic carbon contents in Ireland,” Applied Geochemistry, vol. 26, no. 7, pp. 1239–1248, 2011. View at Publisher · View at Google Scholar · View at Scopus
  30. N. D. Crossman and B. A. Bryan, “Identifying cost-effective hotspots for restoring natural capital and enhancing landscape multifunctionality,” Ecological Economics, vol. 68, no. 3, pp. 654–668, 2009. View at Publisher · View at Google Scholar · View at Scopus
  31. P. M. Haygarth and K. Ritz, “The future of soils and land use in the UK: soil systems for the provision of land-based ecosystem services,” Land Use Policy, vol. 26, no. 1, pp. S187–S197, 2009. View at Publisher · View at Google Scholar · View at Scopus
  32. M. Schröter, R. P. Remme, and L. Hein, “How and where to map supply and demand of ecosystem services for policy-relevant outcomes?” Ecological Indicators, vol. 23, pp. 220–221, 2012. View at Publisher · View at Google Scholar · View at Scopus
  33. R. F. Isbell, The Australian Soil Classification, CSIRO Australia, Victoria, Australia, 2002.
  34. DPI, “Geomorphology of Victoria (GMU250/GMU250),” Department of Primary Industries, Bendigo, Victoria, Australia, 2010.
  35. Ramsar Convention Secretariat, The Ramsar Convention Manual: A Guide To the Convention on Wetlands (Ramsar, Iran, 1971), Ramsar Convention Secretariat, Gland, Switzerland, 2011.
  36. DPI, “Victorian land use information system dataset,” Department of Primary Industries, Bendigo, Victoria, Australia, 2009.
  37. J. Connor, “The economics of time delayed salinity impact management in the River Murray,” Water Resources Research, vol. 44, no. 3, 2008. View at Publisher · View at Google Scholar · View at Scopus
  38. N. D. Crossman, J. D. Connor, B. A. Bryan, D. M. Summers, and J. Ginnivan, “Reconfiguring an irrigation landscape to improve provision of ecosystem services,” Ecological Economics, vol. 69, no. 5, pp. 1031–1042, 2010. View at Publisher · View at Google Scholar · View at Scopus
  39. G. Christakos and R. A. Olea, “Sampling design for spatially distributed hydrogeologic and environmental processes,” Advances in Water Resources, vol. 15, no. 4, pp. 219–237, 1992. View at Google Scholar · View at Scopus
  40. A. W. Warrick and D. E. Myers, “Optimization of sampling locations for variogram calculations,” Water Resources Research, vol. 23, no. 3, pp. 496–500, 1987. View at Google Scholar · View at Scopus
  41. D. W. Nelson and L. E. Sommers, “Total carbon, organic carbon, and organic Matter,” in Methods of Soil Analysis—part 3: Chemical Methods, D. L. Sparks, Ed., pp. 961–1010, Soil Science Society of America, Madison, Wis, USA, 1996. View at Google Scholar
  42. G. W. Thomas, “Soil pH and soil acidity,” in Methods of Soil Analysis—part 3: Chemical Methods, D. L. Sparks, Ed., pp. 475–490, Soil Science Society of America, Madison, Wis, USA, 1996. View at Google Scholar
  43. J. D. Rhoades, “Salinity: electrical conductivity and total dissolved solids,” in Methods of Soil Analysis—part 3: Chemical Methods, D. L. Sparks, Ed., pp. 417–435, Soil Science Society of America, Madison, Wis, USA, 1996. View at Google Scholar
  44. G. W. Gee and J. W. Bauder, “Particle-size analysis,” in Methods of Soil Analysis—part 1: Physical and Mineralogical Methods, D. L. Sparks, Ed., pp. 383–411, Soil Science Society of America, Madison, Wis, USA, 1996. View at Google Scholar
  45. M. Forouzangohar, D. Cozzolino, R. S. Kookana, R. J. Smernik, S. T. Forrester, and D. J. Chittleborough, “Direct comparison between visible near- and mid-infrared spectroscopy for describing diuron sorption in soils,” Environmental Science & Technology, vol. 43, no. 11, pp. 4049–4055, 2009. View at Publisher · View at Google Scholar · View at Scopus
  46. M. Forouzangohar, R. S. Kookana, S. T. Forrester, R. J. Smernik, and D. J. Chittleborough, “Midinfrared spectroscopy and chemometrics to predict diuron sorption coefficients in soils,” Environmental Science & Technology, vol. 42, no. 9, pp. 3283–3288, 2008. View at Publisher · View at Google Scholar · View at Scopus
  47. L. J. Janik, R. H. Merry, and J. O. Skjemstad, “Can mid infrared diffuse reflectance analysis replace soil extractions?” Australian Journal of Experimental Agriculture, vol. 38, no. 7, pp. 681–696, 1998. View at Google Scholar · View at Scopus
  48. D. M. Haaland and E. V. Thomas, “Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information,” Analytical Chemistry, vol. 60, no. 11, pp. 1193–1202, 1988. View at Google Scholar · View at Scopus
  49. K. Ranatunga, E. R. Nation, and D. G. Barratt, “Review of soil water models and their applications in Australia,” Environmental Modelling & Software, vol. 23, no. 9, pp. 1182–1206, 2008. View at Publisher · View at Google Scholar · View at Scopus
  50. B. Timbal and D. A. Jones, “Future projections of winter rainfall in southeast Australia using a statistical downscaling technique,” Climatic Change, vol. 86, no. 1-2, pp. 165–187, 2008. View at Publisher · View at Google Scholar · View at Scopus
  51. S. J. Jeffrey, J. O. Carter, K. B. Moodie, and A. R. Beswick, “Using spatial interpolation to construct a comprehensive archive of Australian climate data,” Environmental Modelling & Software, vol. 16, no. 4, pp. 309–330, 2001. View at Publisher · View at Google Scholar · View at Scopus
  52. K. Swingler, Applying Neural Networks: A Practical Guide, Academic Press, San Francisco, Calif, USA, 1996.
  53. T. Fearn, “Assessing calibrations: SEP, RPD, RER, and R2,” NIR News, vol. 13, no. 6, pp. 12–14, 2002. View at Publisher · View at Google Scholar
  54. C.-W. Chang, D. A. Laird, M. J. Mausbach, and C. R. Hurburgh, “Near-infrared reflectance spectroscopy—principal components regression analyses of soil properties,” Soil Science Society of America Journal, vol. 65, no. 2, pp. 480–490, 2001. View at Publisher · View at Google Scholar · View at Scopus
  55. R. Lal, M. Griffin, J. Apt, L. Lave, and M. G. Morgan, “Managing soil carbon,” Science, vol. 304, no. 5669, p. 393, 2004. View at Publisher · View at Google Scholar · View at Scopus
  56. T. Kätterer, L. Andersson, O. Andrén, and J. Persson, “Long-term impact of chronosequential land use change on soil carbon stocks on a Swedish farm,” Nutrient Cycling in Agroecosystems, vol. 81, no. 2, pp. 145–155, 2008. View at Publisher · View at Google Scholar · View at Scopus
  57. M. P. McHenry, “Farm soil carbon monitoring developments and land use change: unearthing relationships between paddock carbon stocks, monitoring technology and new market options in Western Australia,” Mitigation and Adaptation Strategies for Global Change, vol. 14, no. 6, pp. 497–512, 2009. View at Publisher · View at Google Scholar · View at Scopus
  58. L. P. Qiu, X. R. Wei, X. C. Zhang et al., “Soil organic carbon losses due to land use change in a semiarid grassland,” Plant and Soil, vol. 355, no. 1-2, pp. 299–309, 2012. View at Publisher · View at Google Scholar · View at Scopus
  59. L. B. Guo and R. M. Gifford, “Soil carbon stocks and land use change: a meta analysis,” Global Change Biology, vol. 8, no. 4, pp. 345–360, 2002. View at Publisher · View at Google Scholar · View at Scopus
  60. M. D. Nosetto, E. G. Jobbágy, and J. M. Paruelo, “Land-use change and water losses: the case of grassland afforestation across a soil textural gradient in central Argentina,” Global Change Biology, vol. 11, no. 7, pp. 1101–1117, 2005. View at Publisher · View at Google Scholar · View at Scopus
  61. G. Mahe, J.-E. Paturel, E. Servat, D. Conway, and A. Dezetter, “The impact of land use change on soil water holding capacity and river flow modelling in the Nakambe River, Burkina-Faso,” Journal of Hydrology, vol. 300, no. 1–4, pp. 33–43, 2005. View at Publisher · View at Google Scholar · View at Scopus
  62. E. M. Bennett, G. D. Peterson, and L. J. Gordon, “Understanding relationships among multiple ecosystem services,” Ecology Letters, vol. 12, no. 12, pp. 1394–1404, 2009. View at Publisher · View at Google Scholar · View at Scopus
  63. T. Tscharntke, J. M. Tylianakis, T. A. Rand et al., “Landscape moderation of biodiversity patterns and processes—eight hypotheses,” Biological Reviews, vol. 87, no. 3, pp. 661–685, 2012. View at Publisher · View at Google Scholar · View at Scopus
  64. J. Vandermeer and I. Perfecto, “The agricultural matrix and a future paradigm for conservation,” Conservation Biology, vol. 21, no. 1, pp. 274–277, 2007. View at Publisher · View at Google Scholar · View at Scopus