The role of root architectural traits in adaptation of wheat to water-limited environments
Ahmad M. Manschadi A D , John Christopher B , Peter deVoil A and Graeme L. Hammer CA APSRU, Queensland Department of Primary Industries & Fisheries, PO Box 102, Toowoomba, Qld 4350, Australia.
B Queensland Department of Primary Industries & Fisheries, Leslie Research Centre, PO Box 2282, Toowoomba, Qld 4350, Australia.
C APSRU, School of Land and Food Sciences, The University of Queensland, Brisbane, Qld 4072, Australia.
D Corresponding author. Email: ahmad.manschadi@dpi.qld.gov.au
Functional Plant Biology 33(9) 823-837 https://doi.org/10.1071/FP06055
Submitted: 14 March 2006 Accepted: 14 June 2006 Published: 1 September 2006
Abstract
Better understanding of root system structure and function is critical to crop improvement in water-limited environments. The aims of this study were to examine root system characteristics of two wheat genotypes contrasting in tolerance to water limitation and to assess the functional implications on adaptation to water-limited environments of any differences found. The drought tolerant barley variety, Mackay, was also included to allow inter-species comparison. Single plants were grown in large, soil-filled root-observation chambers. Root growth was monitored by digital imaging and water extraction was measured. Root architecture differed markedly among the genotypes. The drought-tolerant wheat (cv. SeriM82) had a compact root system, while roots of barley cv. Mackay occupied the largest soil volume. Relative to the standard wheat variety (Hartog), SeriM82 had a more uniform rooting pattern and greater root length at depth. Despite the more compact root architecture of SeriM82, total water extracted did not differ between wheat genotypes. To quantify the value of these adaptive traits, a simulation analysis was conducted with the cropping system model APSIM, for a wide range of environments in southern Queensland, Australia. The analysis indicated a mean relative yield benefit of 14.5% in water-deficit seasons. Each additional millimetre of water extracted during grain filling generated an extra 55 kg ha–1 of grain yield. The functional implications of root traits on temporal patterns and total amount of water capture, and their importance in crop adaptation to specific water-limited environments, are discussed.
Keywords: APSIM, barley, drought, root characteristics, simulation modelling, water uptake.
Acknowledgments
We thank Mr Ian Broad for his excellent assistance in conducting the root chamber experiment. Part of this research was funded by the Grains Research and Development Corporation (GRDC) of Australia. The authors gratefully acknowledge the constructive and critical comments of three anonymous reviewers.
Angadi SV, Entz MH
(2002) Root system and water use patterns of different height sunflower cultivars. Agronomy Journal 94, 136–145.
Angus JF, van Herwaarden AF
(2001) Increasing water use and water use efficiency in dryland wheat. Agronomy Journal 93, 290–298.
Araus JL,
Slafer GA,
Reynolds MP, Royo C
(2002) Plant breeding and drought in C3 cereals: what should we breed for? Annals of Botany 89, 925–940.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Asseng S,
Keating BA,
Fillery IRP,
Gregory PJ,
Bowden JW,
Turner NC,
Palta JA, Abrecht DG
(1998a) Performance of the APSIM-wheat model in Western Australia. Field Crops Research 57, 163–179.
| Crossref | GoogleScholarGoogle Scholar |
Asseng S,
Ritchie JT,
Smucker AJM, Robertson MJ
(1998b) Root growth and water uptake during water deficit and recovering in wheat. Plant and Soil 201, 265–273.
| Crossref | GoogleScholarGoogle Scholar |
Bengough AG,
Gordon DC,
Al-Menaie H,
Ellis RP,
Allan D,
Keith R,
Thomas WTB, Forster BP
(2004) Gel observation chamber for rapid screening of root traits in cereal seedlings. Plant and Soil 262, 63–70.
| Crossref | GoogleScholarGoogle Scholar |
Chapman SC,
Cooper M, Hammer GL
(2002) Using crop simulation to generate genotype by environment interaction effects for sorghum in water-limited environments. Australian Journal of Agricultural Research 53, 379–389.
| Crossref | GoogleScholarGoogle Scholar |
Cooper M,
Woodruff DR,
Phillips IG,
Basford KE, Gilmour AR
(2001) Genotype-by-management interactions for grain yield and grain protein concentration of wheat. Field Crops Research 69, 47–67.
| Crossref | GoogleScholarGoogle Scholar |
Dardanelli JL,
Bachmeier OA,
Sereno R, Gil R
(1997) Rooting depth and soil water extraction patterns of different crops in a silty loam Haplustoll. Field Crops Research 54, 29–38.
| Crossref | GoogleScholarGoogle Scholar |
Fischer KS,
Edmeades GO, Johnson EC
(1989) Selection for the improvement of maize yield under moisture-deficits. Field Crops Research 22, 227–243.
| Crossref | GoogleScholarGoogle Scholar |
Fischer RA,
Rees D,
Sayre KD,
Lu Z-M,
Condon AG, Saavedra AL
(1998) Wheat yield progress associated with higher stomatal conductance and photosynthetic rate, and cooler canopies. Crop Science 38, 1467–1475.
Fukai S,
Pantuwan G,
Jongdee B, Cooper M
(1999) Screening for drought resistance in rainfed lowland rice. Field Crops Research 64, 61–74.
| Crossref | GoogleScholarGoogle Scholar |
Gregory PJ,
Tennant D, Belford RK
(1992) Root and shoot growth, and water and light use efficiency of barley and wheat crops grown on a shallow duplex soil in a Mediterranean-type environment. Australian Journal of Agricultural Research 43, 555–573.
| Crossref | GoogleScholarGoogle Scholar |
Hamblin A,
Tennant D, Perry MW
(1990) The cost of stress: dry matter partitioning changes with seasonal supply of water and nitrogen to dryland wheat. Plant and Soil 122, 47–58.
| Crossref |
Hammer GL,
Kropff MJ,
Sinclair TR, Porter JR
(2002) Future contributions of crop modelling — from heuristics and supporting decision making to understanding genetic regulation and aiding crop improvement. European Journal of Agronomy 18, 15–31.
| Crossref | GoogleScholarGoogle Scholar |
Hammer G,
Chapman S,
van Oosterom E, Podlich D
(2005) Trait physiology and crop modelling as a framework to link phenotypic complexity to underlying genetic systems. Australian Journal of Agricultural Research 56, 947–960.
| Crossref | GoogleScholarGoogle Scholar |
Ho MD,
Rosas JC,
Brown KM, Lynch JP
(2005) Root architectural tradeoffs for water and phosphorus acquisition. Functional Plant Biology 32, 737–748.
| Crossref | GoogleScholarGoogle Scholar |
Horridge M,
Madden J, Wittwer G
(2005) The impact of the 2002–2003 drought on Australia. Journal of Policy Modeling 27, 285–308.
| Crossref | GoogleScholarGoogle Scholar |
Hurd EA
(1968) Growth of roots of seven varieties of spring wheat at high and low moisture levels. Agronomy Journal 60, 201–205.
Hurd EA
(1974) Phenotype and drought tolerance in wheat. Agricultural Meteorology 14, 39–55.
| Crossref | GoogleScholarGoogle Scholar |
Jackson P,
Robertson M,
Cooper M, Hammer G
(1996) The role of physiological understanding in plant breeding; from a breeding perspective. Field Crops Research 49, 11–37.
| Crossref | GoogleScholarGoogle Scholar |
Keating BA,
Carberry PS,
Hammer GL,
Probert ME, Robertson MJ , et al.
(2003) An overview of APSIM, a model designed for farming systems simulation. European Journal of Agronomy 18, 267–288.
| Crossref | GoogleScholarGoogle Scholar |
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.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Kuchenbuch RO, Ingram KT
(2002) Image analysis for non-destructive and non-invasive quantification of root growth and soil water content in rhizotrons. Journal of Plant Nutrition and Soil Science 165, 573–581.
| Crossref | GoogleScholarGoogle Scholar |
Liao H,
Rubio G,
XiaoLong Y,
AiQin C,
Brown KM, Lynch JP
(2001) Effect of phosphorus availability on basal root shallowness in common bean. Plant and Soil 232, 69–79.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Liao M,
Ian RP,
Fillery IRP, Palta JA
(2004) Early vigorous growth is a major factor influencing nitrogen uptake in wheat. Functional Plant Biology 31, 121–129.
| Crossref | GoogleScholarGoogle Scholar |
López-Castañeda C, Richards RA
(1994a) Variation in temperate cereals in rainfed environments. I. Grain yield, biomass and agronomic characteristics. Field Crops Research 37, 51–62.
| Crossref | GoogleScholarGoogle Scholar |
López-Castañeda C, Richards RA
(1994b) Variation in temperate cereals in rainfed environments. III. Water use and water-use efficiency. Field Crops Research 39, 85–98.
| Crossref | GoogleScholarGoogle Scholar |
Ludlow MM, Muchow RC
(1990) A critical evaluation of traits for improving crop yields in water-limited environments. Advances in Agronomy 43, 107–153.
Lynch J
(1995) Root architecture and plant productivity. Plant Physiology 109, 7–13.
| PubMed |
Masi CEA, Maranville JW
(1998) Evaluation of sorghum root branching using fractals. Journal of Agricultural Science 131, 259–265.
| Crossref | GoogleScholarGoogle Scholar |
Meinke H,
Hammer GL, Want P
(1993) Potential soil water extraction by sunflower on a range of soils. Field Crops Research 32, 59–81.
| Crossref | GoogleScholarGoogle Scholar |
Meinke H,
Hammer GL,
van Keulen H,
Rabbinge R, Keating BA
(1997) Improving wheat simulation capabilities in Australia from a cropping systems perspective I. Water and nitrogen effects on spring wheat in a semi-arid environment. European Journal of Agronomy 7, 75–88.
| Crossref | GoogleScholarGoogle Scholar |
Meinke H,
Hammer GL,
van Keulen H, Rabbinge R
(1998) Improving wheat simulation capabilities in Australia from a cropping systems perspective III. The integrated wheat model (I_WHEAT). European Journal of Agronomy 8, 101–116.
| Crossref | GoogleScholarGoogle Scholar |
Monteith JL
(1986) How do crops manipulate water supply and demand? Philosophical Transactions of the Royal Society of London. Series A 316, 245–258.
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.
| Crossref | GoogleScholarGoogle Scholar |
O’Brien L
(1979) Genetic variability of root growth in wheat (Triticum aestivum L.). Australian Journal of Agricultural Research 30, 587–595.
| Crossref | GoogleScholarGoogle Scholar |
O’Toole JC, Bland WL
(1987) Genotypic variation in crop plant root systems. Advances in Agronomy 41, 91–145.
Oyanagi A
(1994) Gravitropic response growth angle and vertical distribution of roots of wheat (Triticum aestivum L.). Plant and Soil 165, 323–326.
| Crossref | GoogleScholarGoogle Scholar |
Passioura JB
(1972) The effect of root geometry on the yield of wheat growing on stored water. Australian Journal of Agricultural Research 23, 745–752.
| Crossref | GoogleScholarGoogle Scholar |
Passioura JB
(1983) Roots and drought resistance. Agricultural Water Management 7, 265–280.
| Crossref | GoogleScholarGoogle Scholar |
Passioura JB
(1991) Soil structure and plant growth. Australian Journal of Soil Research 29, 717–728.
| Crossref | GoogleScholarGoogle Scholar |
Passioura JB
(2006) Increasing crop productivity when water is scarce — from breeding to field management. Agricultural Water Management 80, 176–196.
| Crossref | GoogleScholarGoogle Scholar |
Poorter H, Nagel O
(2000) The role of biomass allocation in the growth response of plants to different levels of light, CO2, nutrients and water: a quantitative review. Australian Journal of Plant Physiology 27, 595–607.
Price AH,
Steele KA,
Gorham J,
Bridges JM,
Moore BJ,
Evans JL,
Richardson P, Jones RGW
(2002) Upland rice grown in soil-filled chambers and exposed to contrasting water-deficit regimes: I. Root distribution, water use and plant water status. Field Crops Research 76, 11–24.
| Crossref | GoogleScholarGoogle Scholar |
Rebetzke GJ, Richards RA
(1999) Genetic improvement of early vigour in wheat. Australian Journal of Agricultural Research 50, 291–302.
| Crossref | GoogleScholarGoogle Scholar |
Reynolds MP,
Rajaram S, Sayre KD
(1999) Physiological and genetic changes of irrigated wheat in the post-green revolution period and approaches for meeting projected global demand. Crop Science 39, 1611–1621.
Reynolds MP,
Delgado BMI,
Gutierrez-Rodriguez M, Larque-Saavedra A
(2000) Photosynthesis of wheat in a warm, irrigated environment I: genetic diversity and crop productivity. Field Crops Research 66, 37–50.
| Crossref | GoogleScholarGoogle Scholar |
Richards RA
(2006) Physiological traits used in the breeding of new cultivars for water-scarce environments. Agricultural Water Management 80, 197–211.
| Crossref | GoogleScholarGoogle Scholar |
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.
| Crossref | GoogleScholarGoogle Scholar |
Richards RA,
Rebetzke GJ,
Condon AG, van Herwaarden AF
(2002) Breeding opportunities for increasing the efficiency of water use and crop yield in temperate cereals. Crop Science 42, 111–121.
| PubMed |
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.
| Crossref | GoogleScholarGoogle Scholar |
Robertson MJ,
Carberry PS,
Huth NI,
Turpin JE,
Probert ME,
Poulton PL,
Bell M,
Wright GC,
Yeates SJ, Brinsmead RB
(2002) Simulation of growth and development of diverse legume species in APSIM. Australian Journal of Agricultural Research 53, 429–446.
| Crossref | GoogleScholarGoogle Scholar |
Shorter R,
Lawn RJ, Hammer GL
(1991) Improving genotypic adaptation in crops — a role for breeders, physiologists and modellers. Experimental Agriculture 27, 155–175.
Siddique KHM,
Belford RK, Tennant D
(1990) Root : shoot ratios of old and modern, tall and semi-dwarf wheats in a mediterranean environment. Plant and Soil 121, 89–98.
| Crossref | GoogleScholarGoogle Scholar |
Sinclair TR, Muchow RC
(2001) System analysis of plant traits to increase grain yield on limited water supplies. Agronomy Journal 93, 263–270.
Sinclair TR,
Hammer GL, van Oosterom EJ
(2005) Potential yield and water-use efficiency benefits in sorghum from limited maximum transpiration rate. Functional Plant Biology 32, 945–952.
| Crossref | GoogleScholarGoogle Scholar |
Smucker AJM, Aiken RM
(1992) Dynamic root responses to water deficits. Soil Science 154, 281–289.
Wang E, Smith CJ
(2004) Modelling the growth and water uptake function of plant root systems: a review. Australian Journal of Agricultural Research 55, 501–523.
| Crossref | GoogleScholarGoogle Scholar |
Wang E,
Robertson MJ,
Hammer GL,
Carberry PS,
Holzworth D,
Meinke H,
Chapman SC,
Hargreaves JNG,
Huth NI, McLean G
(2002) Development of a generic crop model template in the cropping system model APSIM. European Journal of Agronomy 18, 121–140.
| Crossref | GoogleScholarGoogle Scholar |
Xue Q,
Zhu Z,
Musick JT,
Stewart BA, Dusek DA
(2003) Root growth and water uptake in winter wheat under deficit irrigation. Plant and Soil 257, 151–161.
| Crossref | GoogleScholarGoogle Scholar |