Farming system context drives the value of deep wheat roots in semi-arid environments

Journal of Experimental Botany

Volumn 67, Issue 12, 2016, Pages 3665-3681

  Lilley, Julianne M ^a   Kirkegaard, John A ^a  

^a CSIRO   (Australia)

Author keywords

APSIM; Deep roots; Drought; Farming systems; Simulation modelling; Triticum aestivum; Wheat

Indexed keywords

AGRICULTURE; AUSTRALIA; DESERT CLIMATE; GROWTH, DEVELOPMENT AND AGING; PHYSIOLOGY; PLANT ROOT; WHEAT;

AGRICULTURE; AUSTRALIA; DESERT CLIMATE; PLANT ROOTS; TRITICUM;

EID: 85018023397     PISSN: 00220957     EISSN: 14602431     Source Type: Journal    
DOI: 10.1093/jxb/erw093     Document Type: Article

References (84)

1. Adcock D, McNeill AM, McDonald GK, Armstrong RD. 2007. Subsoil constraints to crop production on neutral and alkaline soils in south-eastern Australia: a review of current knowledge and management strategies. Australian Journal of Experimental Agriculture 47, 1245-1261. http://dx.doi.org/10.1071/EA06250.
2. Angus JF, Kirkegaard JA, Hunt JR, Ryan MH, Ohlander L, Peoples MB. 2015. Break crops and rotations for wheat. Crop & Pasture Science 66, 523-552. http://dx.doi.org/10.1071/CP14252.
3. Barraclough PB, Leigh RA. 1984. The growth and activity of winterwheat roots in the field - the effect of sowing date and soil type on rootgrowth of high-yielding crops. Journal of Agricultural Science 103, 59-74.
4. Bell, LJ, Lilley JM, Hunt JR, Kirkegaard JA. 2015. Optimising grain yield and grazing potential of crops across Australia's high rainfall zone: a simulation analysis. 1. Wheat. Crop & Pasture Science 66, 332-348.
5. Borrell AK, Mullet JE, George-Jaeggli B, van Oosterom EJ, Hammer GL, Klein PA, Jordan DR. 2014. Drought adaptation of stay-green sorghum is associated with canopy development, leaf anatomy, root growth, and water uptake. Journal of Experimental Botany 65, 6251- 6263. doi:10.1093/jxb/eru232.
6. Cai W, Cowan T, Thatcher M. 2012. Rainfall reductions over Southern Hemisphere semi-arid regions: the role of subtropical dry zone expansion. Scientific Reports 2, doi:10.1038/srep00702.
7. Chenu K, Cooper M, Hammer GL, Mathews KL, Dreccer MF, Chapman SC. 2011. Environment characterization as an aid to wheat improvement: interpreting genotype-environment interactions by modelling water-deficit patterns in north-eastern Australia. Journal of Experimental Botany 62, 1743-1755.
8. Chenu K, Deihimfard R, Chapman SC. 2013. Large-scale characterization of drought pattern: a continent wide modelling approach applied to the Australian wheatbelt. New Phytologist 198, 801-820. doi: 10.1111/nph.12192.
9. Christopher JT, Manschadi AM, Hammer GL, Borrell AK. 2008. Developmental and physiological traits associated with high yield and staygreen phenotype in wheat. Australian Journal of Agricultural Research 59, 354-364.
10. Cooper PJM, Gregory PJ, Tully D, Harris HC. 1987. Improving water use efficiency of annual crops in the rainfed farming systems of west Asia and north Africa. Experimental. Agriculture 23, 113-158.
11. Dang YP, Dalal RC, Routley R, Schwenke GD, Daniells I. 2006. Subsoil constraints to grain production in the cropping soils of the northeastern region of Australia: an overview. Australian Journal of Experimental Agriculture 46, 19-35. http://dx.doi.org/10.1071/EA04079.
12. Dardanelli JL, Ritchie JT, Calmon M, Andriani JM, Collino DJ. 2003. An empirical model for root water uptake. Field Crops Research 87, 59-71.
13. Dimes JP, Freebairn DM, Glanville SF. 1996. HOWWET? - a tool for predicting fallow water storage. Proceedings of the 8th Australian Agronomy Conference, Toowoomba, Queensland. www.regional.org.au/ au/asa/1996/contributed/207Dimes.htm. Accessed 8 February 2016.
14. Dolling P, Moody P, Noble A, Helyar KR, Hughes B, Reuter D, Sparrow L. 2001. Soil acidity and acidification in Australia. National Land and Water Resources Audit. Canberra, Australia.
15. Dreccer MF, Rodriguez D, Ogbonnaya F. 2002. Tailoring wheat for marginal environments: a crop modelling study. Proceedings of the 12th Australasian Plant Breeding Conference, Australian Plant Breeding Association Inc, Western Australia, 457-462.
16. Farre I, Bowden B, Davies S, van Gool D. 2010. Removal of a subsoil constraint - When does it pay? Proceedings of the 15th Australian Agronomy Conference, Christchurch, New Zealand. http://www.regional. org.au/au/asa/2010/crop-production/subsoil/7097-farrei.htm. Accessed 12 November 2015.
17. Ford GW, Martin JJ, Rengasamy P, Boucher SC, Ellington A. 1993. Soil sodicity in Victoria. Australian Journal of Soil Research 31, 869-909. doi:10.1071/SR9930869.
18. Forrest JA, Beatty J, Hignett CT, Pickering J, Williams RGP. 1985. A survey of the physical properties of wheatland soils in eastern Australia. Divisional Report No. 78. CSIRO Division of Soils. Canberra, Australia.
19. French RJ, Schultz JE. 1984. Water use efficiency of wheat in a Mediterranean-type climate. I. The relation between yield, water use and climate. Australian Journal of Agricultural Research 35, 743-764.
20. Gregory PJ. 2006. Plant roots. Growth, activity and interaction with soils. Blackwell Publishing Ltd, Oxford.
21. Gregory PJ, Shepherd KD, Cooper PJ. 1984. Effects of fertilizer on root growth and water use of barley in northern Syria. The Journal of Agricultural Science, Cambridge 103, 429-438.
22. Hamblin A, Tennant D. 1987. Root length density and water-uptake in cereals and grain legumes - how well are they correlated. Australian Journal of Agricultural Research 38, 513-527.
23. Hochman Z, Dalgliesh NP, Bell KL. 2001. Contributions of soil and crop factors to plant available soil water capacity of annual crops on Black and Grey Vertosols. Australian Journal of Agricultural Research 52, 955-961.
24. Hochman Z, Dang YP, Schwenke GD, Dalgliesh NP, Routley R, McDonald M, Daniells IG, Manning W, Poulton PL. 2007. Simulating the effects of saline and sodic subsoils on wheat crops growing on Vertosols. Australian Journal of Agricultural Research 58, 802-810.
25. Hochman Z, Holzworth D, Hunt JR. 2009. Potential to improve on-farm wheat yield and WUE in Australia. Crop & Pasture Science 60, 708-716. http://dx.doi.org/10.1071/CP09064.
26. Hochman Z, Prestwidge D, Carberry PS. 2014. Crop sequences in Australia's northern grain zone are less agronomically efficient than implied by the sum of their parts. Agricultural Systems 129, 124-132. http:// dx.doi.org/10.1016/j.agsy.2014.06.001.
27. Hocking PJ, Stapper M. 2001. Effects of sowing time and nitrogen fertiliser on canola and wheat and nitrogen fertiliser on Indian mustard. 1. Dry matter production, grain yield, and yield components. Australian Journal of Agricultural Research 52, 623-634.
28. Holzworth DP, Huth NI, deVoil PG, et al. 2014. APSIM - evolution towards a new generation of agricultural systems simulation. Environmental Modelling & Software 62, 327-350.
29. Howden MS, Soussana J-F, Tubiello FN, Chhetri N, Dunlop M, Meinke H. 2007. Adapting agriculture to climate change. Proceedings of the National Academy of Sciences 104, 19691-19696. doi:10.1073/ pnas.0701890104.
30. Hunt JR, Browne C, McBeath TM, Verburg K, Craig S, Whitbread AM. 2013. Summer fallow weed control and residue management impacts on winter crop yield though soil water and N accumulation in a winterdominant, low rainfall region of southern Australia. Crop & Pasture Science 64, 922-934.
31. Hunt JR, Kirkegaard JA. 2011. Re-evaluating the contribution of summer fallow rain to wheat yield in southern Australia. Crop & Pasture Science 62, 915-929.
32. Hunt J, Trevaskis B, Fletcher A, Peake A, Zwart A, Fettell N. 2015. Novel wheat genotypes for early sowing across Australian wheat production environments. Proceedings of the 17th Australian Agronomy Conference, Hobart, Australia. www.agronomy2015.com.au/papers/ agronomy2015final00277.pdf. Accessed 8 February 2016.
33. Hurd EA. 1968. Growth of roots of 7 varieties of spring wheat at high and low moisture levels. Agronomy Journal 60, 201-205.
34. Hurd EA. 1974. Phenotype and drought tolerance in wheat. Agricultural Meteorology 14, 39-55.
35. Isbell RF. 2002. The Australian Soil Classification (Revised 1st edition). Melbourne: CSIRO Publishing.
36. Jeffrey SJ, Carter JO, Moodie KB, Beswick AR. 2001. Using spatial interpolation to construct a comprehensive archive of Australian climate data. Environmental Modelling & Software 16, 309-330.
37. Keating BA, Carberry PS, Hammer GL et al. 2003. An overview of APSIM, a model designed for farming systems simulation. European Journal of Agronomy 18, 267-288.
38. King J, Gay A, Sylvester-Bradley R, Bingham I, Foulkes J, Gregory P, Robinson D. 2003. Modelling cereal root systems for water and nitrogen capture: Towards an economic optimum. Annals of Botany 91, 383-390.
39. Kirkegaard JA, Hunt JR. 2010. Increasing productivity by matching management and genotype in water-limited environments. Journal of Experimental Botany 61, 4129-4143. doi:10.1093/jxb/erq245.
40. Kirkegaard JA, Hunt JR, McBeath TM et al. 2014. Improving water productivity in the Australian Grains industry - a nationally coordinated approach. Crop & Pasture Science 65, 583-601.
41. Kirkegaard JA, Lilley JM. 2007. Root penetration rate - a benchmark to identify soil and plant limitations to rooting depth in wheat. Australian Journal of Experimental Agriculture 47, 590-602.
42. Kirkegaard JA, Lilley JM, Howe GN, Graham JM. 2007. Impact of subsoil water use on wheat yield. Australian Journal of Agricultural Research 58, 303-315.
43. Kirkegaard JA, Ryan MH. 2014. Magnitude and mechanisms of persistent crop sequence effects on wheat. Field Crops Research 164, 154-165. http://dx.doi.org/10.1016/j.fcr.2014.05.005.
44. Lawes RA, Oliver YM, Robertson MJ. 2009. Integrating the effects of climate and plant available soil water holding capacity on wheat yield. Field Crops Research 113, 297-305.
45. Lilley J, Probert M, Kirkegaard JA. 2004. Simulation of deep drainage under a 13 year crop sequence in southern NSW.Proceedings of the 4th International Crop Science Congress, Brisbane Australia. http://www. cropscience.org.au/icsc2004/poster/1/6/1306-lilleyjm.htm. Last accessed 12 November 2015.
46. Lilley JM, Kirkegaard JA. 2007. Seasonal variation in the value of subsoil water to wheat: simulation studies in southern New South Wales. Australian Journal of Agricultural Research 58, 1115-1128.
47. Lilley JM, Kirkegaard JA. 2011. Benefits of increased soil exploration by wheat roots. Field Crops Research 122, 118-130.
48. Lopes MS, Reynolds MP. 2010. Partitioning of assimilates to deeper roots is associated with cooler canopies and increased yield under drought in wheat. Functional Plant Biology 37, 147-156.
49. Lynch JP. 2013. Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems. Annals of Botany 112, 347-357. doi:10.1093/aob/mcs293.
50. MacEwan RJ, Crawford DM, Newton PJ, Clune TS. 2010. High clay contents, dense soils, and spatial variability are the principal subsoil constraints to cropping the higher rainfall land in south-eastern Australia. Soil Research 48, 150-166. http://dx.doi.org/10.1071/SR09076.
51. Manschadi AM, Christopher J, Devoil P, Hammer GL. 2006. The role of root architectural traits in adaptation of wheat to water-limited environments. Functional Plant Biology 33, 823-837.
52. Manschadi AM, Christopher JT, Hammer GL, deVoil P. 2010. Experimental and modelling studies of drought-adaptive root architectural traits in wheat (Triticum aestivum L.). Plant Biosystems 144, 458-462.
53. Manschadi AM, Hammer GL, Christopher JT, deVoil P. 2008. Genotypic variation in seedling root architectural traits and implications for drought adaptation in wheat (Triticum aestivum L.). Plant and Soil 303, 115-129.
54. McDonald GK, Taylor JD, Verbyla A, Kuchel H. 2012. Assessing the importance of subsoil constraints to yield of wheat and its implications for yield improvement. Crop & Pasture Science 63, 1043-1065. http://dx.doi. org/10.1071/CP12244.
55. Meinke H, Hammer GL, Want P. 1993. Potential soil-water extraction by sunflower on a range of soils. Field Crops Research 32, 59-81.
56. Milroy SP, Asseng S, Poole ML. 2008. Systems analysis of wheat production on low water-holding soils in a Mediterranean-type environment - II. Drainage and nitrate leaching. Field Crops Research 107, 211-220.
57. Moeller C, Asseng S, Berger J, Milroy SP. 2009. Plant available soil water at sowing in Mediterranean environments. Is it a useful criterion to aid nitrogen fertiliser and sowing decisions? Field Crops Research 114, 127-136. doi:10.1016/j.fcr.2009.07.012.
58. Nakamoto T, Oyanagi A. 1994. The direction of growth of seminal roots of Triticum-aestivum L. and experimental modification thereof. Annals of Botany 73, 363-367.
59. Nuttall JG, Armstrong RD. 2010. Impact of subsoil physicochemical constraints on crops grown in the Wimmera and Mallee is reduced during dry seasonal conditions. Soil Research 48, 125-139. http://dx.doi. org/10.1071/SR09075.
60. Nuttall JG, Armstrong RD, Connor DJ. 2003. Evaluating physicochemical constraints of Calcarosols on wheat yield in the Victorian southern Mallee. Australian Journal of Agricultural Research 54, 487-497. http://dx.doi.org/10.1071.
61. O'Brien L. 1979. Genetic variability of root growth in wheat (Triticum aestivum L.). Australian Journal of Agricultural Research 30, 587-595.
62. Oliver YM, Robertson MJ. 2009. Quantifying the benefits of accounting for yield potential in spatially and seasonally responsive nutrient management in a Mediterranean climate. Australian Journal of Soil Research 47, 114-126.
63. Oliver YM, Robertson MJ, Weeks C. 2010. A new look at an old practice: Benefits from soil water accumulation in long fallows under Mediterranean conditions. Agricultural Water Management 98, 291-300. http://dx.doi.org/10.1016/j.agwat.2010.08.024.
64. Palta J, Watt M. 2009. Vigorous crop root systems: Form and function for improving the capture of water and nutrients. In: Sadras VO, Calderini DF, eds. Crop Physiology. Applications for genetic improvement and agronomy. Elsevier Inc., 309-325.
65. Passioura JB. 2002. Review: Environmental biology and crop improvement. Functional Plant Biology 29, 537-546. http://dx.doi. org/10.1071/FP02020.
66. Pook M, Lisson S, Risbey J, Ummenhofer CC, McIntosh P, Rebbeck M. 2009. The autumn break for cropping in southeast Australia: trends, synoptic influences and impacts on wheat yield. International Journal of Climatology 29, 2012-2026. doi:10.1002/joc.1833.
67. Richards RA,Hunt JR,Kirkegaard JA,Passioura JB. 2014. Yield improvement and adaptation of wheat to water-limited environments in Australia - a case study. Crop & Pasture Science 65, 676-689.
68. Richards RA, Passioura JB. 1989. A breeding program to reduce the diameter of the major xylem vessel in the seminal roots of wheat and its effect on grain-yield in rain-fed environments. Australian Journal of Agricultural Research 40, 943-950.
69. Richards RA, Watt M, Rebetzke GJ. 2007. Physiological traits and cereal germplasm for sustainable agricultural systems. Euphytica 154, 409-425.
70. Robertson MJ, Fukai S, Ludlow MM, Hammer GL. 1993. Water extraction by grain sorghum in a sub-humid environment. I. Analysis of the water extraction pattern. Field Crops Research 33, 81-97.
71. Rodriguez D, Nuttall J, Sadras VO, van Rees H, Armstrong R. 2006. Impact of subsoil constraints on wheat yield and gross margin on fine-textured soils of the southern Victorian Mallee. Australian Journal of Agricultural Research 57, 355-365. http://dx.doi.org/10.1071/AR04133.
72. Semenov MA, Martre P, Jamieson PD. 2009. Quantifying effects of simple wheat traits on yield in water-limited environments using a modelling approach. Agriculture and Forest Meteorology 149, 1095-1104.
73. Seymour M, England JK, Malik R, Rogers D, Sutherland A, Randell A. 2015. Effect of timing and height of defoliation on the grain yield of barley, wheat, oats and canola in Western Australia. Crop and Pasture Science 66, 287-300. http://dx.doi.org/10.1071/CP13411.
74. Siddique KHM, Belford RK, Tennant D. 1990. Root-shoot ratios of old and modern, tall and semidwarf wheats in a Mediterranean environment. Plant and Soil 121, 89-98.
75. Stapper M, Fischer RA. 1990. Genotype, sowing date and plant spacing influence on high-yielding irrigated wheat in southern New South Wales. II. Growth, yield and nitrogen use. Australian Journal of Agricultural Research 41, 1021-1041.
76. Tennant D, Hall D. 2001. Improving water use of annual crops and pastures - limitations and opportunities in Western Australia. Australian Journal of Agricultural Research 52, 171-182.
77. Thorup-Kristensen K, Kirkegaard JA. 2016. Root system-based limits to agricultural productivity and efficiency - the farming systems context. Annals of Botany, in press, ISRR9 special issue.
78. Thorup-Kristensen K, Cortasa MS, Loges R. 2009. Winter wheat roots grow twice as deep as spring wheat roots, is this important for N uptake and N leaching losses? Plant and Soil 322, 101-114.
79. Wang E, van Oosterom EJ, Meinke H, Asseng S, Robertson MJ, Hurth IN, Keating B, Probert M. 2003. The new APSIM-Wheat model - performance and future improvements. Proceedings of the 11th Australian Agronomy Conference. Geelong, Australia. http:// www.regional.org.au/au/asa/2003/p/2/wang.htm. Accessed 12 November 2015.
80. Wang EL, Smith CJ. 2004. Modelling the growth and water uptake function of plant root systems: a review. Australian Journal of Agricultural Research 55, 501-523.
81. Wasson A, Rebetzke GJ, Kirkegaard JA, Christopher J, Richards RA, Watt M. 2014. Soil coring at multiple field environments can directly quantify variation in deep root traits to select wheat genotypes for breeding. Journal of Experimental Botany 65, 6231-6249.
82. Wasson AP, Richards RA, Chatrath R, Misra SC, Sai Prasad SV, Rebetzke GJ, Kirkegaard JA, Christopher J, Watt M. 2012. Traits and selection strategies to improve root systems and water uptake in water-limited wheat crops. Journal of Experimental Botany 63, 3485-3498.
83. White RG, Kirkegaard JA. 2010. The distribution and abundance of wheat roots in a dense, structured subsoil - implications for water uptake. Plant, Cell & Environment 33, 133-148.
84. Wong MTF, Asseng S. 2007. Yield and environmental benefits of ameliorating subsoil constraints under variable rainfall in a Mediterranean environment. Plant and Soil 297, 29-42.