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Functional Plant Biology Functional Plant Biology Society
Plant function and evolutionary biology
RESEARCH ARTICLE

Wheats developed for high yield on stored soil moisture have deep vigorous root systems

Sarah M. Rich A B , Anton P. Wasson A H , Richard A. Richards A , Trushna Katore C , Renu Prashar D , Ritika Chowdhary E , D. C. Saxena D , H. M. Mamrutha E , Alec Zwart F , S. C. Misra C , S. V. Sai Prasad D , R. Chatrath E , Jack Christopher G and Michelle Watt A
+ Author Affiliations
- Author Affiliations

A CSIRO Agriculture Flagship, GPO Box 1600, Canberra, ACT 2601, Australia.

B School of Plant Biology, Faculty of Natural and Agricultural Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia.

C Agharkar Research Institute, Agarkar Road, Pune, 411 004, India.

D Indian Agricultural Research Institute, Regional Wheat Research Station, Indore, 452 001, India.

E Indian Directorate of Wheat Research, Karnal, 132 001, India.

F CSIRO Data 61, GPO Box 664, Canberra, ACT 2601, Australia.

G University of Queensland, Queensland Alliance for Agricultural and Food Innovation, Leslie Research Centre, PO Box 2282, Toowoomba, Qld 4350, Australia.

H Corresponding author. Email: anton.wasson@csiro.au

Functional Plant Biology 43(2) 173-188 https://doi.org/10.1071/FP15182
Submitted: 3 July 2015  Accepted: 6 November 2015   Published: 4 January 2016

Abstract

Many rainfed wheat production systems are reliant on stored soil water for some or all of their water inputs. Selection and breeding for root traits could result in a yield benefit; however, breeding for root traits has traditionally been avoided due to the difficulty of phenotyping mature root systems, limited understanding of root system development and function, and the strong influence of environmental conditions on the phenotype of the mature root system. This paper outlines an international field selection program for beneficial root traits at maturity using soil coring in India and Australia. In the rainfed areas of India, wheat is sown at the end of the monsoon into hot soils with a quickly receding soil water profile; in season water inputs are minimal. We hypothesised that wheat selected and bred for high yield under these conditions would have deep, vigorous root systems, allowing them to access and utilise the stored soil water at depth around anthesis and grain-filling when surface layers were dry. The Indian trials resulted in 49 lines being sent to Australia for phenotyping. These lines were ranked against 41 high yielding Australian lines. Variation was observed for deep root traits e.g. in eastern Australia in 2012, maximum depth ranged from 118.8 to 146.3 cm. There was significant variation for root traits between sites and years, however, several Indian genotypes were identified that consistently ranked highly across sites and years for deep rooting traits.

Additional keywords: deep roots, field phenotyping, soil coring, root penetration rate, maximum depth, total root length.


References

Butler D, Cullis BR, Gilmour AR, Gogel BJ (2009) ‘ASReml-R reference manual (Version 3). Queensland Department of Primary Industries, March.’ Available at http://discoveryfoundation.org.uk/downloads/asreml/release3/asreml-R.pdf [Verified 3 December 2015]

Christopher JT, Manschadi AM, Hammer GL, Borrell AK (2008) Developmental and physiological traits associated with high yield and stay-green phenotype in wheat. Australian Journal of Agricultural Research 59, 354–364.
Developmental and physiological traits associated with high yield and stay-green phenotype in wheat.Crossref | GoogleScholarGoogle Scholar |

Condon A, Richards R, Farquhar G (1993) Relationships between carbon isotope discrimination, water use efficiency and transpiration efficiency for dryland wheat. Australian Journal of Agricultural Research 44, 1693–1711.
Relationships between carbon isotope discrimination, water use efficiency and transpiration efficiency for dryland wheat.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2cXhtVais78%3D&md5=4880b9b1c0af74dfff035886e3cd93a7CAS |

Dixon J, Braun H-J, Crouch J (2009) Overview: transitioning wheat research to serve the future needs of the developing world. In ‘Wheat facts and future’. (Eds J Dixon, H-J Braun, P Kosina, J Crouch) pp. 1–25. (CIMMYT: Mexico)

Ercoli L, Lulli L, Mariotti M, Masoni A, Arduini I (2008) Post-anthesis dry matter and nitrogen dynamics in durum wheat as affected by nitrogen supply and soil water availability. European Journal of Agronomy 28, 138–147.
Post-anthesis dry matter and nitrogen dynamics in durum wheat as affected by nitrogen supply and soil water availability.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2sXhtlyrsbfP&md5=2fbd86146807dfc9cffe2c0a06b8a3bdCAS |

Gregory PJ, Brown SC (1989) Root growth, water use and yield of crops in dry environments: what characteristics are desirable? Aspects of Applied Biology 22, 235–243.

Gregory P, McGowan M, Biscoe P, Hunter B (1978) Water relations of winter wheat: 1. Growth of the root system. The Journal of Agricultural Science 91, 91–102.
Water relations of winter wheat: 1. Growth of the root system.Crossref | GoogleScholarGoogle Scholar |

Hunt JR, Kirkegaard JA (2011) Re-evaluating the contribution of summer fallow rain to wheat yield in southern Australia. Crop and Pasture Science 62, 915–929.
Re-evaluating the contribution of summer fallow rain to wheat yield in southern Australia.Crossref | GoogleScholarGoogle Scholar |

Hurd EA (1974) Phenotype and drought tolerance in wheat. Agricultural Meteorology 14, 39–55.
Phenotype and drought tolerance in wheat.Crossref | GoogleScholarGoogle Scholar |

Isbell R (2002) ‘The Australian soil classification.’ (CSIRO Publishing: Melbourne, Australia)

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.
Modelling cereal root systems for water and nitrogen capture: towards an economic optimum.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3sXisVKis78%3D&md5=8ccb9caee97181d01103b204e52293cdCAS | 12547691PubMed |

Kirkegaard JA, Hunt JR (2010) Increasing productivity by matching farming system management and genotype in water-limited environments. Journal of Experimental Botany 61, 4129–4143.
Increasing productivity by matching farming system management and genotype in water-limited environments.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXhtlShtLnL&md5=70df9aa8b159384401b59bd8c7f8b958CAS | 20709725PubMed |

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.
Root penetration rate – a benchmark to identify soil and plant limitations to rooting depth in wheat.Crossref | GoogleScholarGoogle Scholar |

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.
Impact of subsoil water use on wheat yield.Crossref | GoogleScholarGoogle Scholar |

Lilley JM, Kirkegaard JA (2011) Benefits of increased soil exploration by wheat roots. Field Crops Research 122, 118–130.
Benefits of increased soil exploration by wheat roots.Crossref | GoogleScholarGoogle Scholar |

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.
The role of root architectural traits in adaptation of wheat to water-limited environments.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XptVClsbY%3D&md5=17e4aca2602afddc5e14b2ecbad42014CAS |

Nagarajan S (2006) Quality characteristics of Indian wheat. In ‘Future of flour’. (Eds L Popper, W Schäfer, W Freund) pp. 79–86. (Agrimedia GmbH: Ahrensburg, Germany)

Noordwijk MV (1983) Functional interpretation of root densities in the field for nutrient and water uptake. In ‘Root ecology and its practical application: a contribution to the investigation of the whole plant’. (Eds W Bohm, L Kutschera, E Lichtenegger) pp. 207–226. (Bundesanstalt für alpenländische Landwirtschaft: Irdning, Austria)

Oyanagi A, Nakamoto T, Wada M (1993) Relationship between root growth angle of seedlings and vertical distribution of roots in the field in wheat cultivars. Nihon Sakumotsu Gakkai Kiji 62, 565–570.
Relationship between root growth angle of seedlings and vertical distribution of roots in the field in wheat cultivars.Crossref | GoogleScholarGoogle Scholar |

Palta JA, Kobalta T, Turner NC, Filllery IL (1994) Remobilization of carbon and nitrogen in wheat as influenced by post-anthesis water deficit. Crop Science 34, 118–124.
Remobilization of carbon and nitrogen in wheat as influenced by post-anthesis water deficit.Crossref | GoogleScholarGoogle Scholar |

Passioura J (1972) The effect of root geometry on the yield of wheat growing on stored water. Australian Journal of Agricultural Research 23, 745–752.
The effect of root geometry on the yield of wheat growing on stored water.Crossref | GoogleScholarGoogle Scholar |

Passioura JB (1983) Roots and drought resistance. Agricultural Water Management 7, 265–280.
Roots and drought resistance.Crossref | GoogleScholarGoogle Scholar |

Portmann FT, Siebert S, Döll P (2010) MIRCA2000 – Global monthly irrigated and rainfed crop areas around the year 2000: a new high-resolution data set for agricultural and hydrological modeling. Global Biogeochemical Cycles 24, GB1011
MIRCA2000 – Global monthly irrigated and rainfed crop areas around the year 2000: a new high-resolution data set for agricultural and hydrological modeling.Crossref | GoogleScholarGoogle Scholar |

Reynolds M, Dreccer F, Trethowan R (2007) Drought-adaptive traits derived from wheat wild relatives and landraces. Journal of Experimental Botany 58, 177–186.
Drought-adaptive traits derived from wheat wild relatives and landraces.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2sXhtlOltLw%3D&md5=29e4e79c2cb3e7cddcac60c99c313d35CAS | 17185737PubMed |

Rich SM, Watt M (2013) Soil conditions and cereal root system architecture: review and considerations for linking Darwin and Weaver. Journal of Experimental Botany 64, 1193–1208.
Soil conditions and cereal root system architecture: review and considerations for linking Darwin and Weaver.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXktFKru7g%3D&md5=f036c4edc42339fda3f1c0c947b0cb32CAS | 23505309PubMed |

Richards RA, Rebetzke GJ, Watt M, Condon AGT, Spielmeyer W, Dolferus R (2010) Breeding for improved water productivity in temperate cereals: phenotyping, quantitative trait loci, markers and the selection environment. Functional Plant Biology 37, 85–97.
Breeding for improved water productivity in temperate cereals: phenotyping, quantitative trait loci, markers and the selection environment.Crossref | GoogleScholarGoogle Scholar |

Robertson MJ, Fukai S, Ludlow MM, Hammer GL (1993) Water extraction by grain sorghum in a sub-humid environment. II. Extraction in relation to root growth. Field Crops Research 33, 99–112.
Water extraction by grain sorghum in a sub-humid environment. II. Extraction in relation to root growth.Crossref | GoogleScholarGoogle Scholar |

Rosegrant MW, Cai X, Cline SA, Nakagawa N (2002) ‘The role of rainfed agriculture in the future of global food production.’ (International Food Policy Research Institute (IFPRI): Washington, DC)

Semenov MA, Martre P, Jamieson PD (2009) Quantifying effects of simple wheat traits on yield in water-limited environments using a modelling approach. Agricultural and Forest Meteorology 149, 1095–1104.
Quantifying effects of simple wheat traits on yield in water-limited environments using a modelling approach.Crossref | GoogleScholarGoogle Scholar |

Smucker AJM, McBurney SL, Srivastava AK (1982) Quantitative separation of roots from compacted soil profiles by the hydropneumatic elutriation system1. Agronomy Journal 74, 500–503.
Quantitative separation of roots from compacted soil profiles by the hydropneumatic elutriation system1.Crossref | GoogleScholarGoogle Scholar |

Thorup-Kristensen K, Salmerón Cortasa M, 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.
Winter wheat roots grow twice as deep as spring wheat roots, is this important for N uptake and N leaching losses?Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhtVWisrbK&md5=7e9f683a0060e3db354d2d73fb8d3f5cCAS |

Troughton A (1962) ‘The roots of temperate cereals (wheat, barley, oats and rye).’ (Farnham Royal: Bucks, England)

Van-Noordwijk M, Brouwer G, Meijboom F, Do-Rosario M, Oliveira G, Bengough A (2010) Trench profile techniques and core break methods. In ‘Root methods: a handbook’. (Eds A Smit, A Bengough, C Engels, M van Noordwijk, S Pellerin, SC van de Geijn) pp. 212–233. (Springer-Verlag: Berlin)

Wasson AP, Richards RA, Chatrath R, Misra SC, Prasad SVS, 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.
Traits and selection strategies to improve root systems and water uptake in water-limited wheat crops.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XotVSit7c%3D&md5=8ca794a1ea3b5795ff5bc20412c2692dCAS | 22553286PubMed |

Wasson AP, 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.
Soil coring at multiple field environments can directly quantify variation in deep root traits to select wheat genotypes for breeding.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2MXitl2gsbY%3D&md5=dcfb209a8c1835b48a4cea3afa8fac34CAS | 24963000PubMed |

Watt M, Moosavi S, Cunningham SC, Kirkegaard JA, Rebetzke GJ, Richards RA (2013) A rapid, controlled-environment seedling root screen for wheat correlates well with rooting depths at vegetative, but not reproductive, stages at two field sites. Annals of Botany 112, 447–455.
A rapid, controlled-environment seedling root screen for wheat correlates well with rooting depths at vegetative, but not reproductive, stages at two field sites.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhtFSiur7F&md5=86288ca89ee262bdd0ddf395a21441ecCAS | 23821620PubMed |

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.
The distribution and abundance of wheat roots in a dense, structured subsoil – implications for water uptake.Crossref | GoogleScholarGoogle Scholar |

Wickham H (2007) Reshaping data with the reshape package. Journal of Statistical Software 21, 1–20.
Reshaping data with the reshape package.Crossref | GoogleScholarGoogle Scholar |

Wickham H (2009) ‘ggplot2: elegant graphics for data analysis.’ (Springer: New York)

Wickham H, Francois R (2014) ‘dplyr: a grammar of data manipulation, R package version 0.1.’ Available at http://CRAN.R-project.org/package=dplyr [Verified 14 January 2015]

Zadoks JC, Chang TT, Konzak CF (1974) A decimal code for the growth stages of cereals. Weed Research 14, 415–421.
A decimal code for the growth stages of cereals.Crossref | GoogleScholarGoogle Scholar |