Register      Login
Crop and Pasture Science Crop and Pasture Science Society
Plant sciences, sustainable farming systems and food quality
RESEARCH ARTICLE

Agronomic characteristics of annual Trifolium legumes and nutritive values as predicted by near-infrared reflectance (NIR) spectroscopy

X. Li A F , R. L. Ison B , R. C. Kellaway C , C. Stimson C , G. Annison D and D. C. Joyce A E
+ Author Affiliations
- Author Affiliations

A The University of Queensland, School of Agriculture and Food Sciences, Gatton, Qld 4343, Australia.

B Monash University, Geography & Environmental Science, Clayton, Vic. 3800, Australia.

C The University of Sydney, Faculty of Veterinary Sciences, Camden, NSW 2570, Australia.

D The Australia Food and Grocery Council, Canberra, ACT 2600, Australia.

E Agri-Science Queensland, Department of Employment, Economic Development and Innovation, PO Box 5083 SCMC, Nambour, Qld 4560, Australia.

F Corresponding author. Email: x.li1@uq.edu.au

Crop and Pasture Science 62(12) 1078-1087 https://doi.org/10.1071/CP10158
Submitted: 10 May 2010  Accepted: 16 September 2011   Published: 10 February 2012

Abstract

A range of annual legume genotypes comprising one line of Trifolium subterraneum, four lines of T. michelianum, 11 of T. resupinatum var. resupinatum, and one line of T. resupinatum var. majus were grown in glasshouses under temperature regimes of 10−15°C and 16−21°C. Dry matter (DM) weights of stem, leaf, and flower tissues were measured when plants had six nodes, at first flower appearance, and at senescence. All samples were scanned by near-infrared reflectance spectroscopy (NIRS). One-third of the samples, covering the range of spectral characteristics, were analysed for in vitro digestible organic matter (DOMD), organic matter, crude protein (CP), neutral detergent fibre (NDF), lignin, cellulose, and the hemicellulosic polysaccharide monomers arabinose, xylose, mannose, galactose, and rhamnose. These data were used to develop calibration equations from which the composition of the remaining samples was predicted by NIRS. The higher temperature resulted in plants reaching respective phenological stages earlier, but did not affect either DM yields of total plant, stem, leaf, and petiole tissues or the proportions of each fraction. In vitro DOMD and arabinose and galactose levels decreased, while lignin, cellulose, NDF, xylose, mannose, and rhamnose levels increased with advancing maturity. In vitro DOMD was positively associated with contents of CP, arabinose, galactose, and the arabinose/xylose ratio and was negatively associated with contents of lignin, cellulose, NDF, xylose, mannose, and rhamnose. Lignin contents were highly correlated with levels of both xylose and mannose. Stems were more digestible than leaves in subterranean clover and T. resupinatum var. majus. The study also demonstrated that NIRS can be used routinely as a quick, inexpensive, and reliable laboratory technique to predict feed components of annual Trifolium legumes.

Additional keywords: annual legume, cell wall polysaccharides, morphology, NIRS, yield.


References

Albrecht KA, Marten GC, Halgerson JL, Wedin WF (1987a) Analysis of cell-wall carbohydrates and starch in alfalfa by near infrared reflectance spectroscopy. Crop Science 27, 586–588.
Analysis of cell-wall carbohydrates and starch in alfalfa by near infrared reflectance spectroscopy.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL2sXksFOmsbs%3D&md5=943e64aaf1944d0508ef15d714a1751fCAS |

Albrecht KA, Wedin WF, Buxton DR (1987b) Cell-wall composition and digestibility of alfalfa stems and leaves. Crop Science 27, 735–741.
Cell-wall composition and digestibility of alfalfa stems and leaves.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL2sXltFalu7Y%3D&md5=43178859b359d9ffd5ff824465a4cffdCAS |

AOAC (1984) ‘Official methods of analysis.’ 14th edn (Association of Official Analytical Chemists: Washington, DC)

Ben-Ghedalia D, Miron J (1984) The digestion of total and cell wall monosaccharides of alfalfa by sheep. The Journal of Nutrition 114, 880–887.

Brice RE, Morrison IM (1982) The degradation of isolated hemicelluloses and lignin-hemicellulose complexes by cell-free, rumen hemicellulases. Carbohydrate Research 101, 93–100.
The degradation of isolated hemicelluloses and lignin-hemicellulose complexes by cell-free, rumen hemicellulases.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL38XhtVSjsr4%3D&md5=c2b9c265c3518eddbd90f1ed68e2f2a6CAS |

Burritt EA, Bittner AS, Street JC, Anderson MJ (1984) Correlations of phenolic acids and xylose content of cell wall with in vitro dry matter digestibility of three maturing grasses. Journal of Dairy Science 67, 1209–1213.
Correlations of phenolic acids and xylose content of cell wall with in vitro dry matter digestibility of three maturing grasses.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL2cXkslWgt7g%3D&md5=6f8d573dd328d6f198953eab0667cadeCAS |

Buxton DR (1989) In vitro digestion kinetics of temperate perennial forage legume and grass stems. Crop Science 29, 213–219.
In vitro digestion kinetics of temperate perennial forage legume and grass stems.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL1MXhsFejs70%3D&md5=0cda04ea82deb7dd699f4f051d6f0d9cCAS |

Buxton DR, Hornstein JS (1986) Cell-wall concentration and components in stratified canopies of alfalfa, birdsfoot trefoil, and red clover. Crop Science 26, 180–184.
Cell-wall concentration and components in stratified canopies of alfalfa, birdsfoot trefoil, and red clover.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL28XhsVOntrY%3D&md5=acb329e46f72e2896aaadf5e037df842CAS |

Buxton DR, Russell JR, Wedin WF (1987) Structural neutral sugars in legume and grass stems in relation to digestibility. Crop Science 27, 1279–1285.
Structural neutral sugars in legume and grass stems in relation to digestibility.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL1cXitVOrsg%3D%3D&md5=3de917e74ab23f5208fd1388ab22c564CAS |

Choct M, Annison G (1990) Anti-nutritive activity of wheat pentosans in broiler diets. British Poultry Science 31, 811–821.
Anti-nutritive activity of wheat pentosans in broiler diets.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK3MXltFejsbw%3D&md5=1cdb9ab79de879ad2979c937dbbb66ddCAS |

Craig AD (1989) Trifolium resupinatum L. var. resupinatum Gib. and Belli (Persian clover) cv. Kyambro. Australian Journal of Experimental Agriculture 29, 296–297.
Trifolium resupinatum L. var. resupinatum Gib. and Belli (Persian clover) cv. Kyambro.Crossref | GoogleScholarGoogle Scholar |

Deaville ER, Humphries DJ, Givens DI (2009) Whole crop cereals: 2. Prediction of apparent digestibility and energy value from in vitro digestion techniques and near infrared reflectance spectroscopy and of chemical composition by near infrared reflectance spectroscopy. Animal Feed Science and Technology 149, 114–124.
Whole crop cereals: 2. Prediction of apparent digestibility and energy value from in vitro digestion techniques and near infrared reflectance spectroscopy and of chemical composition by near infrared reflectance spectroscopy.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhtlCjsbs%3D&md5=8ea4571a857ac274b8975120f69062a8CAS |

Evans PM, Lawn RJ, Watkinson AR (1992) Use of linear models to predict the rate of flowering in cultivars of subterranean clover (Trifolium subterraneum L.). Australian Journal of Agricultural Research 43, 1547–1558.
Use of linear models to predict the rate of flowering in cultivars of subterranean clover (Trifolium subterraneum L.).Crossref | GoogleScholarGoogle Scholar |

Fairbrother TE, Brink GE (1990) Determination of cell wall carbohydrates in forages by near infrared reflectance spectroscopy. Animal Feed Science and Technology 28, 293–302.
Determination of cell wall carbohydrates in forages by near infrared reflectance spectroscopy.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK3cXlvV2rtL4%3D&md5=afc3e1c28c3ab4897cf72bfe8f3eac09CAS |

Goering HK, Van Soest PJ (1970) ‘Forage fiber analysis; apparatus, reagents, procedures and some applications.’ USDA Agricultural Handbook No. 379. (US Government Printing Office: Washington, DC)

Grabber JH (2005) How do lignin composition, structure, and cross-linking affect degradability: a review of cell wall model studies. Crop Science 45, 820–831.
How do lignin composition, structure, and cross-linking affect degradability: a review of cell wall model studies.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2MXks1Wrurs%3D&md5=870ae884b68331e1c1435ab474038435CAS |

Hacker JB, Minson DJ (1981) The digestibility of plant parts. Herbage Abstract 51, 459–482.

Hatfield RD, Marita JM, Frost K, Grabber J, Ralph J, Lu F, Kim H (2009) Grass lignin acrylation: p-coumaroyl transferase activity and cell wall characteristics of C3 and C4 grasses. Planta 229, 1253–1267.
Grass lignin acrylation: p-coumaroyl transferase activity and cell wall characteristics of C3 and C4 grasses.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXltVagtbo%3D&md5=60a7342b95e5bf49c6fffad30e6026c0CAS |

Hornstein JS, Buxton DR, Wedin WF (1989) Cell-wall carbohydrates in leaves, stems, and herbage of alfalfa and red clover. Crop Science 29, 1319–1324.
Cell-wall carbohydrates in leaves, stems, and herbage of alfalfa and red clover.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK3cXlsVSnsg%3D%3D&md5=b0de445df132a598b9ef6052b7ac813dCAS |

Hruskchka WR (2001) Data analysis: wavelength selection methods. In ‘Near-infrared technology: in the agricultural and food industries’. (Eds P Williams, K Norris) pp. 39–58. (American Association of Cereal Chemists: St. Paul, MN)

Kalu BA, Fick GW, Van Soest PJ (1988) Agronomic factors in evaluating forage crops. 1. Predicting quality measures of crude protein and digestibility from crop leafiness. Journal of Agronomy 161, 135–142.

Kenny PT, Reed KFM (1984) Effects of pasture type on the growth and wool production of weaner sheep during summer and autumn. Australian Journal of Experimental Agriculture and Animal Husbandry 24, 322–331.
Effects of pasture type on the growth and wool production of weaner sheep during summer and autumn.Crossref | GoogleScholarGoogle Scholar |

Kovalenko IV, Rippke GR, Hurburgh CR (2006) Determination of amino acid composition of soybeans (glycine max) by near-infrared spectroscopy. Journal of Agricultural and Food Chemistry 54, 3485–3491.
Determination of amino acid composition of soybeans (glycine max) by near-infrared spectroscopy.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XjsFOitrw%3D&md5=423a4b0b56aa6391cc86315cb1df1642CAS |

Kuhbauch W (1983) Estimation of digestibility of legume forages by means of morphological parameters. In ‘Proceedings of the XIV International Grassland Congress’. (Eds JA Smith, VW Hays) pp. 827–830. (Westview Press: Boulder, CO)

Li X, Kellaway RC, Ison RL, Annison G (1992) Chemical composition and nutritive value of annual legumes for sheep. Animal Feed Science and Technology 37, 221–231.
Chemical composition and nutritive value of annual legumes for sheep.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK38XlsV2qsrg%3D&md5=ef887a1daae24d78465ad1740c2e861cCAS |

Li X, Stimson C, Kellaway RC (2007) Near infrared reflectance spectroscopic prediction of hemicellulosic monosaccharide content of annual legume samples incubated in the rumen of sheep. Recent Advances in Animal Nutrition in Australia 16, 263

Marten GC (1981) Chemical, in vitro, and nylon bag procedures for evaluating forage in the USA. In ‘Forage evaluation: concepts and techniques’. (Eds JLWheeler, RD Mochrie) pp. 39–55. (American Forage and Grassland Council: Louisville, KY)

Marten GC, Brink GE, Buxton DR, Halgerson JL, Hornstein JS (1984) Near infrared reflectance spectroscopy analysis of forage quality in four legume species. Crop Science 24, 1179–1182.
Near infrared reflectance spectroscopy analysis of forage quality in four legume species.Crossref | GoogleScholarGoogle Scholar |

McIvor JG, Smith DF (1973) Plant factors influencing the nutritive value of some temperate annual pasture species. Australian Journal of Experimental Agriculture and Animal Husbandry 13, 404–410.
Plant factors influencing the nutritive value of some temperate annual pasture species.Crossref | GoogleScholarGoogle Scholar |

McLeod MN, Minson DJ (1978) The accuracy of the pepsin-cellulase technique for estimating the dry matter digestibility in vivo of grasses and legumes. Animal Feed Science and Technology 3, 277–287.
The accuracy of the pepsin-cellulase technique for estimating the dry matter digestibility in vivo of grasses and legumes.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaE1MXktVeqtb0%3D&md5=6dc25a5207723bab1e72b459a32ecad0CAS |

Möller J (2009) Gravimetric determination of acid detergent fiber and lignin in feed: interlaboratory study. Journal of AOAC International 92, 74–90.

Morrison IM (1980) Changes in the lignin and hemicellulose concentrations of ten varieties of temperate grasses with increasing maturity. Grass and Forage Science 35, 287–293.
Changes in the lignin and hemicellulose concentrations of ten varieties of temperate grasses with increasing maturity.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL3MXitVGmsb4%3D&md5=6207878f622c8346d03bb995f649a81cCAS |

Nichols PGH, Albertsen TO, McClements D (2006) Pasture legumes and grasses for saline land. In ‘Proceedings of the 2006 Agribusiness Sheep Updates’. (Ed. S Shaw) pp. 54–55. (Department of Agriculture and Food Western Australia: Perth, W. Aust.)

Nichols PGH, Loi A, Nutt BJ, Evans PM, Craig AD, Pengelly BC, Dear BS, Lloyd DL, Revell CK, Nair RM, Ewing MA, Howieson JG, Auricht GA, Howie JH, Sandral GA, Carr SJ, de Koning CT, Hackney BF, Crocker GJ, Snowball R, Hughes SJ, Hall EJ, Foster KJ, Skinner PW, Barbetti MJ, You MP (2007) New annual and short-lived perennial pasture legumes for Australian agriculture—15 years of revolution. Field Crops Research 104, 10–23.
New annual and short-lived perennial pasture legumes for Australian agriculture—15 years of revolution.Crossref | GoogleScholarGoogle Scholar |

Nordkvist E, Aman P (1986) Changes during growth in anatomical and chemical composition and in vitro degradability of lucerne. Journal of the Science of Food and Agriculture 37, 1–7.
Changes during growth in anatomical and chemical composition and in vitro degradability of lucerne.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL28XhsVOntr8%3D&md5=6b6c14f99be63e5b0705a7fd8e76ecc2CAS |

Nordkvist E, Graham H, Aman P (1987) Degradation in vitro and in sacco of red clover leaves and stems. Animal Feed Science and Technology 17, 295–304.
Degradation in vitro and in sacco of red clover leaves and stems.Crossref | GoogleScholarGoogle Scholar |

Pazdernik DL, Killam AS, Orf JH (1997) Analysis of amino acid and fatty acid composition in soybean seed, using near infrared reflectance spectroscopy. Agronomy Journal 89, 679–685.
Analysis of amino acid and fatty acid composition in soybean seed, using near infrared reflectance spectroscopy.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2sXmtVChtrc%3D&md5=228f10efcc8dee1f60570383251fbf0eCAS |

Poppi DP, Norton BW, Minson DJ, Hendricksen RE (1980) The validity of the critical size theory for particles leaving the rumen. The Journal of Agricultural Science 94, 275–280.
The validity of the critical size theory for particles leaving the rumen.Crossref | GoogleScholarGoogle Scholar |

Ridley PER, Davies HL, Southey IN (1986) The nutritive value of subterranean clover (Trifolium subterraneum L.), rose clover (Trifolium hirtum All.) and soft brome grass (Bromus mollis L.). Australian Journal of Experimental Agriculture 26, 665–668.
The nutritive value of subterranean clover (Trifolium subterraneum L.), rose clover (Trifolium hirtum All.) and soft brome grass (Bromus mollis L.).Crossref | GoogleScholarGoogle Scholar |

Rowland AP, Roberts JD (1994) Lignin and cellulose fractionation in decomposition studies using acid-detergent fibre methods. Communications in Soil Science and Plant Analysis 25, 269–277.
Lignin and cellulose fractionation in decomposition studies using acid-detergent fibre methods.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2cXitFGqtrw%3D&md5=b2f191649060dd6c88618a42c061ed4dCAS |

Stimson C, Kellaway RC, Tassell RJ, Ison RL (1991) Prediction of the nutrient content of botanical fractions from annual legumes by near-infrared reflectance spectroscopy. Grass and Forage Science 46, 99–105.
Prediction of the nutrient content of botanical fractions from annual legumes by near-infrared reflectance spectroscopy.Crossref | GoogleScholarGoogle Scholar |

Stockdale CR (1992a) The nutritive value of subterranean clover herbage grown under irrigation in northern Victoria. Australian Journal of Agricultural Research 43, 1265–1280.
The nutritive value of subterranean clover herbage grown under irrigation in northern Victoria.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK3sXlvVKksA%3D%3D&md5=6576086841302edf513ae25a85901fd7CAS |

Stockdale CR (1992b) The productivity of dairy cows fed irrigated subterranean herbage. Australian Journal of Agricultural Research 43, 1281–1295.
The productivity of dairy cows fed irrigated subterranean herbage.Crossref | GoogleScholarGoogle Scholar |

Thomas DT, Milton JTB, Revell CK, Ewing MA, Dynes RA, Murray K, Lindsay DR (2010) Preference of sheep among annual legumes is more closely related to plant nutritive characteristics as plants mature. Animal Production Science 50, 114–123.
Preference of sheep among annual legumes is more closely related to plant nutritive characteristics as plants mature.Crossref | GoogleScholarGoogle Scholar |

Van Soest PJ (1994) ‘Nutrition ecology of the ruminant.’ 2nd edn (Comstock: Ithaca, NY)

Van Soest PJ, Robertson JB (1980) Systems of analysis for evaluating fibrous feeds. In ‘Proceedings of Workshop: Standardization of Analytical Methodology of Feeds’. Ottawa, Canada. (Eds WJ Pigden, CC Balch, M Graham) pp. 49–60. (International Development Research Centre: Ottawa)

Wedig CL, Jaster EH, Moore KJ (1987) Hemicellulose monosaccharide composition and in vitro disappearance of orchard grass and alfalfa hay. Journal of Agricultural and Food Chemistry 35, 214–218.
Hemicellulose monosaccharide composition and in vitro disappearance of orchard grass and alfalfa hay.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL2sXhtFynt7o%3D&md5=474919ec7033f3715141ddbbe399dca5CAS |

Wilman D, Altimimi MAK (1984) The in-vitro digestibility and chemical composition of plant parts in white clover, red clover and lucerne during primary growth. Journal of the Science of Food and Agriculture 35, 133–138.
The in-vitro digestibility and chemical composition of plant parts in white clover, red clover and lucerne during primary growth.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL2cXosVCnsw%3D%3D&md5=daa4a18555c8d73ab38fca10150c2d60CAS |

Zohary M, Heller D (1984) ‘The genus Trifolium.’ (Israel Academy of Sciences and Humanities: Jerusalem)