Process-based modelling to understand which ryegrass characteristics can increase production and decrease leaching in grazed grass-legume pastures

Crop and Pasture Science

Volumn 64, Issue 3, 2013, Pages 265-284

  Snow, V O ^a   White, T A ^b  

^a AGRESEARCH LTD   (New Zealand)

^b NONE   (New Zealand)

Author keywords

APSIM; biophysical modelling; N leaching; nitrogen use efficiency; pastoral systems.; pasture growth

Indexed keywords

AGRICULTURAL MODELING; BIOPHYSICS; CROP PRODUCTION; ENVIRONMENTAL EFFECT; GRASS; IRRIGATION; LEACHING; LEGUME; NITROGEN; NUTRIENT USE EFFICIENCY; PASTORALISM; PASTURE; PERENNIAL PLANT; PLANT BREEDING; URINE; WATER STRESS;

NEW ZEALAND;

LOLIUM; TRIFOLIUM; TRIFOLIUM REPENS;

EID: 84881460482     PISSN: 18360947     EISSN: 18365795     Source Type: Journal    
DOI: 10.1071/CP13074     Document Type: Article

References (89)

1. Amberger A (1989) Research on dicyandiamide as a nitrification inhibitor and future outlook. Communications in Soil Science and Plant Analysis 20, 1933-1955. doi:10.1080/00103628909368195
2. Anten NPR (2004) Optimal photosynthetic characteristics of individual plants in vegetation stands and implications for species coexistence. Annals of Botany 95, 495-506. doi:10.1093/aob/mci048
3. Asseng S, Foster I, Turner NC (2011) The impact of temperature variability on wheat yields. Global Change Biology 17, 997-1012. doi:10.1111/j.1365- 2486.2010.02262.X.
4. Ball PR, Ryden JC (1984) Nitrogen relationships in intensively managed temperate grasslands. Plant and Soil 76, 23-33. doi:10.1007/BF02205564
5. Benjamin J, Ahuja L, Allmaras R (1996) Modelling corn rooting patterns and their effects on water uptake and nitrate leaching. Plant and Soil 179, 223-232. doi:10.1007/BF00009332
6. Beukes PC, Palliser CC, Macdonald KA, Lancaster JAS, Levy G, Thorrold BS, Wastney ME (2008) Evaluation of a Whole-Farm Model for Pasture-Based Dairy Systems. Journal of Dairy Science 91, 2353-2360. doi:10.3168/jds.2007-0728
7. Blum A (2005) Drought resistance, water-use efficiency, and yield potential -are they compatible, dissonant, or mutually exclusive?. Australian Journal of Agricultural Research 56, 1159-1168. doi:10.1071/AR05069
8. Bonin CL, Tracy BF (2012) Diversity influences forage yield and stability in perennial prairie plant mixtures. Agriculture, Ecosystems & Environment 162, 1-7. doi:10.1016/j.agee.2012.08.005
9. Brougham R (1958) Interception of light by the foliage of pure and mixed stands of pasture plants. Australian Journal of Agricultural Research 9, 39-52. doi:10.1071/AR9580039
10. Bryant RH, Walpot V, Dalley DE, Gibbs SJ, Edwards GR (2010) Manipulating dietary N in perennial ryegrass pastures to reduce N losses in dairy cows in spring. In 'Proceedings of the 4th Australasian Dairy Science Symposium. (Eds GR Edwards, RH Bryant) pp. 97-100. (Caxton Press, Lincoln University: Lincoln, NewZealand) www.sciquest. org.nz/ADSS2010
11. Carberry PS, Adiku SGK, McCown RL, Keating BA (1996) Application of the APSIM cropping systems model to intercropping systems. In 'Dynamics of roots and nitrogen in cropping systems of the semi-arid tropics. International Agricultural Series No. 3. (Eds O Ito, C Johansen, JJ Adu-Gyamfi, K Katayama, JVDK Kumar Rao, TJ Rego) pp. 637-648. (Japan International Research Center for Agricultural Sciences
12. Chapman DF, Clark DA, Land CA, Dymock N (1983) Leaf and tiller growth of Lolium perenne and Agrostis spp. and leaf appearance rates of Trifolium repens in set-stocked and rotationally grazed hill pastures. New Zealand Journal of Agricultural Research 26, 159-168. doi:10.1080/00288233.1983.10427054
13. Chapman DF, Bryant JR, McMillan WH, Khaembah E (2012) Economic values for evaluating pasture plant traits. Proceedings of the New Zealand Grassland Association 74, 209-216.
14. Christensen CL, Hanly JA, Hedley MJ, Horne DJ (Eds) (2011) 'Nitrate leaching and pasture production from two years of duration-controlled grazing. Adding to the Knowledge Base for the Nutrient Manager Occasional Report No. 24, Fertilizer and Lime Research Centre, Massey University, Palmerston North, New Zealand. http://flrc.massey. ac.nz/publications.html
15. Cichota R, Snow VO, Tait AB (2008) A functional evaluation of the virtual climate station rainfall data. New Zealand Journal of Agricultural Research 51, 317-329. doi:10.1080/00288230809510463
16. Cichota R, Snow VO, Vogeler I (2013) Modelling nitrogen leaching from overlapping urine patches. Environmental Modelling & Software 41, 15-26. doi:10.1016/j.envsoft.2012.10.011
17. Clark DA, Caradus JR, Monaghan RM, Sharp P, Thorrold BS (2007) Issues and options for future dairy farming in New Zealand. New Zealand Journal of Agricultural Research 50, 203-221. doi:10.1080/ 00288230709510291
18. Crush JR, Waller JE, Care DA (2005) Root distribution and nitrate interception in eleven temparate forage grasses. Grass and Forage Science 60, 385-392. doi:10.1111/j.1365-2494.2005.00488.X.
19. Crush JR, Easton HS, Waller JE, Hume DE, Faville MJ (2007) Genotypic variation in patterns of root distribution, nitrate interception and response to moisture stress of a perennial ryegrass (Lolium perenne L) mapping populations. Grass and Forage Science 62, 265-273. doi:10.1111/j.1365- 2494.2007.00583.X.
20. Crush J, Nichols S, Ouyang L (2010) Adventitious root mass distribution in progeny of four perennial ryegrass (Lolium perenne L) groups selected for root shape. New Zealand Journal of Agricultural Research 53, 193-200. doi:10.1080/00288233.2010.495740
21. Cullen BR, Eckard RJ, Callow MN, Johnson IR, Chapman DF, Rawnsley RP, Garcia SC, White TA, Snow VO (2008) Simulating pasture growth rates in Australian and New Zealand grazing systems. Australian Journal of Agricultural Research 59, 761-768. doi:10.1071/AR07371
22. Cuttle SP, Scholefield D (1995) Management options to limit nitrate leaching from grassland. Journal of Contaminant Hydrology 20, 299-312. doi:10.1016/0169-7722 (95)00075-5
23. Danckwerts JE, Gordon AJ (1987) Long-term partitioning, storage and remobilization of 14C assimilated by Lolium perenne (cv. Melle). Annals of Botany 59, 55-66.
24. De Klein CAM, Ledgard SF (2001) An analysis of environmental and economic implications of nil and restricted grazing systems designed to reduce nitrate leaching from New Zealand dairy farms. I. Nitrogen losses. New Zealand Journal of Agricultural Research 44, 201-215. doi:10.1080/00288233.2001.9513478
25. Decau ML, Simon JC, Jacquet A (2003) Fate of urine nitrogen in three soils throughout a grazing season. Journal of Environmental Quality 32, 1405-1413. doi:10.2134/jeq2003.1405
26. Dennis SJ (2009) Nitrate leaching and nitrous oxide emission from grazed grassland: Upscaling from lysimeters to farm. PhD Thesis, Lincoln University, Lincoln, New Zealand.
27. Di HJ, Cameron KC (2002) The use of a nitrification inhibitor, dicyandiamide (DCD), to decrease nitrate leaching and nitrous oxide emissions in a simulated grazed and irrigated grassland. Soil Use and Management 18, 395-403. doi:10.1111/j.1475-2743.2002.tb00258.X.
28. Dijkstra FA, West JB, Hobbie SE, Reich PB, Trost J (2007) Plant diversity, CO2, and N influence inorganic and organic N leaching in grasslands. Ecology 88, 490-500. doi:10.1890/06-0733
29. Donaghy DJ, Fulkerson WJ (1997) The importance of water-soluble carbohydrate reserves on regrowth and root growth of Lolium perenne (L). Grass and Forage Science 52, 401-407. doi:10.1111/j.1365- 2494.1997.tb02372.X.
30. Donald CM (1968) The breeding of crop ideotypes. Euphytica 17, 385-403. doi:10.1007/BF00056241
31. Dynes RA, Henry DA, Masters DG (2003) Characterising forages for ruminant feeding. Asian-Australasian Journal of Animal Sciences 16, 116-123.
32. Faurie O, Soussana JF, Sinoquet H (1996) Radiation interception, partitioning and use in grass-clover mixtures. Annals of Botany 77, 35-45. doi:10.1006/anbo.1996.0005
33. Gardner WR (1960) Dynamic aspects of water availability to plants. Soil Science 89, 63-73. doi:10.1097/00010694-196002000-00001
34. Gregorini P, Beukes PC, Bryant RH, Romera AJ (2010)Abrief overview and simulation of the effects of some feeding strategies on nitrogen excretion and enteric methane emission from grazing dairy cows. In 'Proceedings of the 4th Australasian Dairy Science Symposium 2010. (Eds GR Edwards, RH Bryant) pp. 29-43. (Caxton Press, Lincoln University: Lincoln, New Zealand) www.sciquest.org.nz/ADSS2010
35. Hammer GL, Van Oosterom E, McLean G, Chapman SC, Broad I, Harland P, Muchow RC (2010) Adapting APSIM to model the physiology and genetics of complex adaptive traits in field crops. Journal of Experimental Botany 61, 2185-2202. doi:10.1093/jxb/erq095
36. Haynes RJ, Williams PH (1993) Nutrient cycling and soil fertility in the grazed pasture ecosystem. Advances in Agronomy 49, 119-199. doi:10.1016/S0065- 2113 (08)60794-4
37. Hewitt AE (1998) 'New Zealand soil classification. 2nd edn. (Manaaki Whenua - Landcare Research New Zealand Ltd Press: Lincoln, New Zealand
38. Hillel D (1980) 'Applications of soil physics. (Academic Press: New York
39. Hoogendoorn CJ, Betteridge K, Costall DA, Ledgard SF (2010) Nitrogen concentration in the urine of cattle, sheep and deer grazing a common ryegrass/cocksfoot/white clover pasture. New Zealand Journal of Agricultural Research 53, 235-243. doi:10.1080/00288233.2010. 499899
40. Huth NI, Keating BA, Bristow KL, Verburg K, Ross PJ (1996) SWIMV2 in APSIM: An integrated plant, soil water, and solute modelling framework. In 'Proceedings 8th Australian Agronomy Conference. Toowoomba, Qld. (Ed.MAsghar) pp. 667. (Australian Society of Agronomy: Victoria
41. Huth NI, Robertson MJ, Poulton PL (2010) Regional differences in tree-crop competition due to soil, climate and management.Crop&Pasture Science 61, 763-770. doi:10.1071/CP09254
42. Jackson RB, Canadell J, Ehleringer JR, Mooney HA, Sala OE, Schulze ED (1996) A global analysis of root distributions for terrestrial biomes. Oecologia 108, 389-411. doi:10.1007/BF00333714
43. Jarvis SC (1992) Grazed grassland management and nitrogen losses: An overview. Aspects of Applied Biology 30, 207-214.
44. Johnson IR (2008) 'Biophysical pasture model documentation: Model documentation for DairyMod. EcoMod and the SGS Pasture Model. (IMJ Consultants: Armidale, NSW) Available at: Www.imj.com.au/consultancy/wfsat/wfsat.html
45. Johnson IR, Chapman DF, Snow VO, Eckard RJ, Parsons AJ, Lambert MG, Cullen BR (2008) DairyMod and EcoMod: Biophysical pasture simulation models for Australia and New Zealand. Australian Journal of Experimental Agriculture 48, 621-631. doi:10.1071/EA07133
46. Keating BA, Carberry PS, Hammer GL, Probert ME, Robertson MJ, Holzworth DP, Huth NI, Hargreaves JNG, Meinke H, Hochman Z, McLean G, Verburg K, Snow VO, Dimes JP, Silburn DM, Wang E, Brown SD, Bristow KL, Asseng S, Chapman SC, McCownRL, Freebairn DM, Smith CJ (2003) An overview of APSIM, a model designed for farming systems simulation. European Journal of Agronomy 18, 267-288. doi:10.1016/S1161-0301 (02)00108-9
47. Keatinge JDH, Garrett MK, Stewart RH (1980) Response of perennial and Italian ryegrass cultivars to temperature and soil water potential. Journal of Agricultural Science, Cambridge 94, 171-176. doi:10.1017/S0021859600028021
48. Kelliher FM, Leuning R, Raupach MR, Schulze E-D (1995) Maximum conductances for evaporation from global vegetation types. Agricultural and Forest Meteorology 73, 1-16. doi:10.1016/0168- 1923 (94)02178-M
49. KempPD, CondronLM, Matthew C (1999) Pastures and soil fertility. In 'New Zealand pasture and crop science. (EdsJGHWhite, J Hidgson) pp. 67-82. (Oxford University Press: Melbourne
50. Lambers H, Chapin FS, III, Pons TL (2008) 'Plant physiological ecology. 2nd edn. (Springer).
51. Lambert MG, Snow VO (2011) Management of grazing systems in New Zealand and environmental impacts. In 'Grassland productivity and ecosystem services. (Eds G Lemaire, J Hodgson, A Chabbi) pp. 188-197. (CAB International
52. Ledgard SF, Penno JW, Sprosen MS (1999) Nitrogen inputs and losses from clover/grass pastures grazed by dairy cows, as affected by nitrogen fertilizer application. Journal of Agricultural Science, Cambridge 132, 215-225. doi:10.1017/S002185969800625X.
53. Ledgard SF, Welton BG, Meneer JC, Betteridge K, Crush JR, Carton MD (2007) New nitrogen mitigation technologies for evaluation in the Lake Taupo catchment. Proceedings of the New Zealand Grassland Association 69, 117-121.
54. Lee JM, Sathish P, Donaghy DJ, Roche JR (2010) Plants modify biological processes to ensure survival following carbon depletion: A Lolium perenne model. PLoS ONE 5, e12306. doi:10.1371/journal.pone. 0012306
55. Lee JM, Matthew C, Thom ER, Chapman DF (2012) Perennial ryegrass breeding in New Zealand: A dairy industry perspective. Crop & Pasture Science 63, 107-127. doi:10.1071/CP11282
56. Li FY, Snow VO, Holzworth DP (2011) Modelling seasonal and geographical pattern of pasture production in New Zealand. New Zealand Journal of Agricultural Research 54, 331-352. doi:10.1080/00288233.2011. 613403
57. Li X, Zhu C, Wang J, Yu J (2012) Computer simulation in plant breeding. In 'Advances in agronomy. Vol. 116. (Ed. LS Donald) pp. 219-264. (Academic Press
58. Lisson SN, Cotching WE (2011) Modelling the fate of water and nitrogen in the mixed vegetable farming systems of northern Tasmania, Australia. Agricultural Systems 104, 600-608. doi:10.1016/j.agsy.2011.06.002
59. Luo Z, Wang E, Sun OJ, Smith CJ, Probert ME (2011) Modeling long-term soil carbon dynamics and sequestration potential in semi-arid agroecosystems. Agricultural and Forest Meteorology 151, 1529-1544. doi:10.1016/j.agrformet. 2011.06.011
60. Matthew C (2002) Translocation from flowering to daughter tillers in perennial ryegrass (Lolium perenne L). Australian Journal of Agricultural Research 53, 21-28. doi:10.1071/AR00082
61. Matthews PNP, Harrington KC, Hampton JG (1999) Management of grazing systems. In 'New Zealand pasture and crop science. (Eds JGH White, J Hodgson) pp. 153-174. (Oxford University Press: Melbourne
62. McKenzie BA, Kemp PD, Moot DJ, Matthew C, Lucas RJ (1999) Environmental effects on plant growth and development. In 'New Zealand pasture and crop science. (Eds JGH White, J Hidgson) pp. 29-44. (Oxford University Press: Melbourne
63. Moir JL, Edwards GR, Berry LN (2012) Nitrogen uptake and leaching loss of thirteen temperate grass species under high N loading. Grass and Forage Science, in press.
64. Monaghan RM, Smeaton D, Hyslop MG, Stevens DR, de Klein CAM, Smith LC, Drewry JJ, Thorrold BS (2004) A desktop evaluation of the environmental and economic performance of model dairy farming systems within four New Zealand catchments. Proceedings of the New Zealand Grassland Association 66, 57-67.
65. Monaghan RM, Smith LC, Ledgard SF (2009) The effectiveness of a granular formulation of dicyandiamide (DCD) in limiting nitrate leaching from a grazed dairy pasture. New Zealand Journal of Agricultural Research 52, 145-159. doi:10.1080/0028823090951 0499
66. Pacheco D, Lowe K, Hickey MJ, Burke JL, Cosgrove GP (2010) Seasonal and dietary effects on the concentration of urinaryN from grazing dairy cows. In 'Proceedings of the 4th Australasian Dairy Science Symposium. (Eds GR Edwards, RH Bryant) pp. 68-73. (Caxton Press: Lincoln University: New Zealand) www.sciquest.org.nz/ADSS2010
67. PCE (2004) 'Growing for Good: Intensive farming, sustainability and New Zealand's environment. (Parliamentary Commissioner for the Environment: Wellington
68. Popay AJ, Crush JR (2010) Influence of different forage grasses on nitrate capture and leaching loss from a pumice soil. Grass and Forage Science 65, 28-37. doi:10.1111/j.1365-2494.2009.00717.X.
69. Probert ME, Dimes JP, Keating BA, Dalal RC, Strong WM (1998) APSIM's water and nitrogen modules and simulation of the dynamics of water and nitrogen in fallow systems. Agricultural Systems 56, 1-28. doi:10.1016/S0308-521X (97)00028-0
70. Richards JH (1993) Physiology of plants recovering from defoliation. In 'Proceedings of the XVII International Grassland Congress. 1993, pp. 85-93.
71. Ross PJ, Bristow KL, Bailey SW, Smettem KRJ (1992) Using SWIM (Version 2) to model soil water and solute movement. In 'Agronomy Abstracts. 1-6 November 1992, Minneapolis, MN. pp. 83. (American Society of Agronomy: Madison, WI
72. Ryden JC, Ball PR, Garwood EA (1984) Nitrate leaching from grassland. Nature 311, 50-53. doi:10.1038/311050a0
73. Sampoux J-P, Baudouin P, Bayle B, Béguier V, Bourdon P, Chosson J-F, Deneufbourg F, Galbrun C, Ghesquière M, Noël D, Pietraszek W, Tharel B, Viguié A (2011) Breeding perennial grasses for forage usage: An experimental assessment of trait changes in diploid perennial ryegrass (Lolium perenne L) cultivars released in the last four decades. Field Crops Research 123, 117-129. doi:10.1016/j.fcr.2011.05.007
74. Sanderson MA, Skinner RH, Barker DJ, Edwards GR, Tracy BF, Wedin DA (2004) Plant species diversity and management of temperate forage and grazing land ecosystems. Crop Science 44, 1132-1144. doi:10.2135/cropsci2004.1132
75. Schapendonk AHCM, Stol W, Van Kraalingen DWG, Bouman BAM (1998) LINGRA, a sink/source model to simulate grassland productivity in Europe. European Journal of Agronomy 9, 87-100. doi:10.1016/S1161-0301 (98)00027-6
76. Sheehy JE (1977) Microclimate, canopy structure and photosynthesis in canopies of three contrasting temperate forage grasses: III. Canopy photosynthesis, individual leaf photosynthesis and the distribution of current assimilate. Annals of Botany 41, 593-604.
77. Snow VO, Huth NI (2004) The APSIM-MICROMETmodule. HortResearch Internal Report No. 2004/12848. Auckland, HortResearch. Available at: Www.apsim.info/wiki/public/Attachments/Module-Documentation/Micromet.pdf (accessed 25 February 2012).
78. Snow VO, Johnson IR, Parsons AJ (2009) A Single Heterogeneous Paddock approach to modelling the effects of urine patches on production and leaching in grazed pastures. Crop & Pasture Science 60, 691-696. doi:10.1071/CP08390
79. Stout WL (2003) Effect of urine volume on nitrate leaching in the northeast USA. Nutrient Cycling in Agroecosystems 67, 197-203. doi:10.1023/A:1025565502043
80. Tait A, Turner R (2005) Generating multiyear gridded daily rainfall over New Zealand. Journal of Applied Meteorology 44, 1315-1323. doi:10.1175/JAM2279.1
81. Tardieu F, Hammer G (2012) Designing crops for new challenges. European Journal of Agronomy 42, 1-2. doi:10.1016/j.eja.2012.05.006
82. Thom ER, Burggraaf VT, Watts RJ, Hooper RJ (2003) Relationship of tillering and morphological characteristics of two perennial ryegrass lines to "pulling" when grazed by dairy cows. New Zealand Journal of Agricultural Research 46, 15-25. doi:10.1080/00288233.2003.9513524
83. Tilman D, CassmanKG, Matson PA, Naylor N, Polasky S (2002) Agricultural sustainability and intensive production practices. Nature 418, 671-677. doi:10.1038/nature01014
84. Verburg K, Ross PJ, Bristow KL (1996) 'SWIMv2.1 User Manual. Divisional Report No 130. (CSIRO Division of Soils: Canberra, Australia) www. apsim.info/wiki/public/Attachments/Module-Documentation/SWIMv21 UserManual.pdf
85. Vogeler I, Cichota R, Snow VO, Jolly B, Bryant JR (2010) Determining risk indicators for N leaching using APSIM modelling. AgResearch Internal Report, Palmerston North, New Zealand.
86. Volaire F, Thomas H (1995) Effects of drought on water relations, mineral uptake, water-soluble carbohydrate accumulation and survival of two contrasting populations of cocksfoot (Dactylis glomerata L). Annals of Botany 75, 513-524. doi:10.1006/anbo.1995.1053
87. Webb TH (2010) Appendix 3: Soil data for land overlying alluvial aquifers in Canterbury. February 2009. In 'Estimating nitrate-nitrogen leaching rates under rural land uses in Canterbury environment. Canterbury Regional Council Report No. R10/127. (Eds L Lilburne, TH Webb, R Ford, V Bidwell) pp. 32-35. (Environment Canterbury) http://ecangovtnz/publications/Reports/estimating- nitrate-nitrogen-leaching-rates-underrural-land-uses-000910pdf (accessed 30 March 2011
88. White TA, Snow VO (2012) A modelling analysis to identify plant traits for enhanced water-use efficiency of pasture. Crop & Pasture Science 63, 63-76. doi:10.1071/CP11250
89. White TA, Johnson IR, Snow VO (2008) Comparison of outputs of a biophysical simulation model for pasture growth and composition with measured data under dryland and irrigated conditions in New Zealand. Grass and Forage Science 63, 339-349. doi:10.1111/j.1365-2494. 2008.00635.X.