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Field-scale modeling of tree–crop interactions: Challenges and development needs

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  • Luedeling, Eike
  • Smethurst, Philip J.
  • Baudron, Frédéric
  • Bayala, Jules
  • Huth, Neil I.
  • van Noordwijk, Meine
  • Ong, Chin K.
  • Mulia, Rachmat
  • Lusiana, Betha
  • Muthuri, Catherine
  • Sinclair, Fergus L.

Abstract

Agroforestry has attracted considerable attention in recent years because of its potential to reduce poverty, improve food security, reduce land degradation and mitigate climate change. However, progress in promoting agroforestry is held back because decision-makers lack reliable tools to accurately predict yields from tree-crop mixtures. Amongst the key challenges faced in developing such tools are the complexity of agroforestry, including interactions between various system components, and the large spatial domains and timescales over which trees and crops interact. A model that is flexible enough to simulate any agroforestry system globally should be able to address competition and complementarity above and below ground between trees and crops for light, water and nutrients. Most agroforestry practices produce multiple products including food, fiber and fuel, as well as income, shade and other ecosystem services, all of which need to be simulated for a comprehensive understanding of the overall system to emerge.

Suggested Citation

  • Luedeling, Eike & Smethurst, Philip J. & Baudron, Frédéric & Bayala, Jules & Huth, Neil I. & van Noordwijk, Meine & Ong, Chin K. & Mulia, Rachmat & Lusiana, Betha & Muthuri, Catherine & Sinclair, Ferg, 2016. "Field-scale modeling of tree–crop interactions: Challenges and development needs," Agricultural Systems, Elsevier, vol. 142(C), pages 51-69.
  • Handle: RePEc:eee:agisys:v:142:y:2016:i:c:p:51-69
    DOI: 10.1016/j.agsy.2015.11.005
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    1. McCown, R.L. & Hammer, G.L. & Hargreaves, J.N.G. & Holzworth, D. & Huth, N.I., 1995. "APSIM: an agricultural production system simulation model for operational research," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 39(3), pages 225-231.
    2. Baudron, Frédéric & Delmotte, Sylvestre & Corbeels, Marc & Herrera, Juan M. & Tittonell, Pablo, 2015. "Multi-scale trade-off analysis of cereal residue use for livestock feeding vs. soil mulching in the Mid-Zambezi Valley, Zimbabwe," Agricultural Systems, Elsevier, vol. 134(C), pages 97-106.
    3. Moore, A. D. & Donnelly, J. R. & Freer, M., 1997. "GRAZPLAN: Decision support systems for Australian grazing enterprises. III. Pasture growth and soil moisture submodels, and the GrassGro DSS," Agricultural Systems, Elsevier, vol. 55(4), pages 535-582, December.
    4. Webber, Heidi & Gaiser, Thomas & Ewert, Frank, 2014. "What role can crop models play in supporting climate change adaptation decisions to enhance food security in Sub-Saharan Africa?," Agricultural Systems, Elsevier, vol. 127(C), pages 161-177.
    5. Brooksbank, K. & Veneklaas, E.J. & White, D.A. & Carter, J.L., 2011. "Water availability determines hydrological impact of tree belts in dryland cropping systems," Agricultural Water Management, Elsevier, vol. 100(1), pages 76-83.
    6. Kiniry, James R. & Williams, J. R. & Gassman, Philip W. & Debacke, P., 1992. "General, Process-Oriented Model for Two Competing Plant Species (A)," Staff General Research Papers Archive 483, Iowa State University, Department of Economics.
    7. Probert, M. E. & Dimes, J. P. & Keating, B. A. & Dalal, R. C. & Strong, W. M., 1998. "APSIM's water and nitrogen modules and simulation of the dynamics of water and nitrogen in fallow systems," Agricultural Systems, Elsevier, vol. 56(1), pages 1-28, January.
    8. Young, Anthony & Menz, Kenneth M. & Muraya, Peter & Smith, Chrysogon, 1998. "SCUAF - Version 4: A Model to Estimate Soil Changes Under Agriculture, Agroforestry and Forestry," Technical Reports 113819, Australian Centre for International Agricultural Research.
    9. Cerdán, C.R. & Rebolledo, M.C. & Soto, G. & Rapidel, B. & Sinclair, F.L., 2012. "Local knowledge of impacts of tree cover on ecosystem services in smallholder coffee production systems," Agricultural Systems, Elsevier, vol. 110(C), pages 119-130.
    10. Muthuri, C.W. & Ong, C.K. & Black, C.R. & Mati, Bancy Mbura & Ngumi, V.W. & van Noordwijk, Meine, 2004. "Modelling the effects of leafing phenology on growth and water use by selected agroforestry tree species in semi-arid Kenya," Land Use and Water Resources Research, University of Newcastle upon Tyne, Centre for Land Use and Water Resources Research, vol. 4, pages 1-11.
    11. Snow, V. O. & Bond, W. J. & Myers, B. J. & Theiveyanathan, S. & Smith, C. J. & Benyon, R. G., 1999. "Modelling the water balance of effluent-irrigated trees," Agricultural Water Management, Elsevier, vol. 39(1), pages 47-67, February.
    12. Moore, A.D. & Holzworth, D.P. & Herrmann, N.I. & Huth, N.I. & Robertson, M.J., 2007. "The Common Modelling Protocol: A hierarchical framework for simulation of agricultural and environmental systems," Agricultural Systems, Elsevier, vol. 95(1-3), pages 37-48, December.
    13. Palma, J. & Graves, A.R. & Burgess, P.J. & van der Werf, W. & Herzog, F., 2007. "Integrating environmental and economic performance to assess modern silvoarable agroforestry in Europe," Ecological Economics, Elsevier, vol. 63(4), pages 759-767, September.
    14. Aumann, Craig A., 2007. "A methodology for developing simulation models of complex systems," Ecological Modelling, Elsevier, vol. 202(3), pages 385-396.
    15. Stirzaker, R. J. & Cook, F. J. & Knight, J. H., 1999. "Where to plant trees on cropping land for control of dryland salinity: some approximate solutions," Agricultural Water Management, Elsevier, vol. 39(2-3), pages 115-133, February.
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