The importance of grasslands for animal production and other functions: a review on management and methodological progress in the tropics.

The global importance of grasslands is indicated by their extent; they comprise some 26% of total land area and 80% of agriculturally productive land. The majority of grasslands are located in tropical developing countries where they are particularly important to the livelihoods of some one billion poor peoples. Grasslands clearly provide the feed base for grazing livestock and thus numerous high-quality foods, but such livestock also provide products such as fertilizer, transport, traction, fibre and leather. In addition, grasslands provide important services and roles including as water catchments, biodiversity reserves, for cultural and recreational needs, and potentially a carbon sink to alleviate greenhouse gas emissions. Inevitably, such functions may conflict with management for production of livestock products. Much of the increasing global demand for meat and milk, particularly from developing countries, will have to be supplied from grassland ecosystems, and this will provide difficult challenges. Increased production of meat and milk generally requires increased intake of metabolizable energy, and thus increased voluntary intake and/or digestibility of diets selected by grazing animals. These will require more widespread and effective application of improved management. Strategies to improve productivity include fertilizer application, grazing management, greater use of crop by-products, legumes and supplements and manipulation of stocking rate and herbage allowance. However, it is often difficult to predict the efficiency and cost-effectiveness of such strategies, particularly in tropical developing country production systems. Evaluation and on-going adjustment of grazing systems require appropriate and reliable assessment criteria, but these are often lacking. A number of emerging technologies may contribute to timely low-cost acquisition of quantitative information to better understand the soil-pasture-animal interactions and animal management in grassland systems. Development of remote imaging of vegetation, global positioning technology, improved diet markers, near IR spectroscopy and modelling provide improved tools for knowledge-based decisions on the productivity constraints of grazing animals. Individual electronic identification of animals offers opportunities for precision management on an individual animal basis for improved productivity. Improved outcomes in the form of livestock products, services and/or other outcomes from grasslands should be possible, but clearly a diversity of solutions are needed for the vast range of environments and social circumstances of global grasslands.

[1]  José Acélio Silveira da Fontoura Júnior,et al.  Comportamento ingestivo de novilhos em pastagem nativa no Rio Grande do Sul , 2007 .

[2]  James H. Everitt,et al.  Radiometric estimation of biomass and nitrogen content of Alicia grass , 1983 .

[3]  H. Steinfeld,et al.  Livestock's long shadow: environmental issues and options. , 2006 .

[4]  W. Bond,et al.  Beyond the forest edge: Ecology, diversity and conservation of the grassy biomes , 2010 .

[5]  G. G. Irish,et al.  Comparison of methods used to predict the in vivo digestibility of feeds in ruminants , 1999 .

[6]  Andrew Ash,et al.  Factors affecting the management of cattle grazing distribution in northern Australia: preliminary observations on the effect of paddock size and water points , 2007 .

[7]  Cruz,et al.  The effect of herbage allowance on daily intake by Creole heifers tethered on natural Dichanthium spp. pasture , 2000 .

[8]  R. Leng,et al.  Matching ruminant production systems with available resources in the tropics and sub-tropics. , 1987 .

[9]  F. Matose Knowledge, power, livelihoods and commons practices in Dwesa-Cwebe, South Africa , 2009 .

[10]  W. Winter,et al.  Phosphorus and beef production in northern Australia. 10. Strategies for phosphorus use. , 1990 .

[11]  John Bushell,et al.  Managing for rainfall variability: long-term profitability of different grazing strategies in a northern Australian tropical savanna , 2011 .

[12]  D. Minson,et al.  Forage in Ruminant Nutrition , 2012 .

[13]  B. Romanowicz,et al.  Grazing as a tool to maintain biodiversity of grassland - a review. , 2010 .

[14]  M. Duru,et al.  Intake and digestibility in heifers grazing a Dichanthium spp. dominated pasture, at 14 and 28 days of regrowth , 2007 .

[15]  Patrick J. Starks,et al.  Determination of Forage Chemical Composition Using Remote Sensing , 2004 .

[16]  M. Herrero,et al.  Responding to the increasing global demand for animal products: implications for the livelihoods of livestock producers in developing countries. , 2004 .

[17]  M. Bown,et al.  Effects of forage‐ and grain‐based feeding systems on beef quality: A review , 1998 .

[18]  Clare Narrod,et al.  Determinants and Implications of the Growing Scale of Livestock Farms in Four Fast-Growing Developing Countries , 2008 .

[19]  W. McNabb,et al.  Pastoral flavour in meat products from ruminants fed fresh forages and its amelioration by forage condensed tannins , 2008 .

[20]  D. Coates,et al.  Nutrition of beef breeder cows in the dry tropics. 1. Effects of nitrogen supplementation and weaning on breeder performance , 2011 .

[21]  D. Sauvant,et al.  A mechanistic model of intake and grazing behaviour in sheep integrating sward architecture and animal decisions , 2003 .

[22]  L. Tedeschi,et al.  Evaluation of the dry matter intake predictions of the Cornell Net Carbohydrate and Protein System with Holstein and dual-purpose lactating cattle in the tropics , 2004 .

[23]  H. Dove,et al.  Measurement of dietary nutrient intake in free-ranging mammalian herbivores , 2000, Nutrition Research Reviews.

[24]  Bas Eickhout,et al.  Exploring changes in world ruminant production systems , 2005 .

[25]  D Sauvant,et al.  Meta-analyses of experimental data in animal nutrition. , 2008, Animal : an international journal of animal bioscience.

[26]  S. McLennan,et al.  Protein and energy utilization by ruminants at pasture. , 1995, Journal of animal science.

[27]  Tess Astatkie,et al.  A comparison of methods used to determine biomass on naturalized swards , 2005 .

[28]  F. Patrick Smith,et al.  Enhancing biodiversity persistence in intensively used agricultural landscapes: A synthesis of 30 years of research in the Western Australian wheatbelt , 2009 .

[29]  D. L. Scarnecchia,et al.  Tropical Pasture Utilisation , 1991 .

[30]  S. G. Reynolds,et al.  Grassland and forage to improve livelihoods and reduce poverty. , 2005 .

[31]  K. Havstad,et al.  Laser-induced fluorescence (LIF) spectra of herbaceous and woody pre- and post-digested plant material , 1998 .

[32]  P. H. Robinson,et al.  Short term fasting as a tool to design effective grazing strategies for lactating dairy cattle: a review , 2007 .

[33]  Eric Ceschia,et al.  The role of grazing management for the net biome productivity and greenhouse gas budget (CO2, N2O and CH4) of semi-natural grassland , 2007 .

[34]  J. Wilson,et al.  Effect of temperature on anatomical structure, rate of digestion of different cell types, and dry matter digestibility of leaf and stem of some tropical and temperature forage grasses. , 1991 .

[35]  P. O'Reagain,et al.  Managing for rainfall variability: effect of grazing strategy on cattle production in a dry tropical savanna , 2009 .

[36]  W. Spinks,et al.  The horizontal barrier effect of stems on the foraging behaviour of cattle grazing five tropical grasses , 2009 .

[37]  D. Durant,et al.  Management of agricultural wet grasslands for breeding waders: integrating ecological and livestock system perspectives—a review , 2008, Biodiversity and Conservation.

[38]  G. Aumont,et al.  Effects of sheep and cattle alternate grazing on sheep parasitism and production , 2009, Tropical Animal Health and Production.

[39]  P. Lecomte,et al.  Species, climate and fertilizer effects on grass fibre and protein in tropical environments , 2009, The Journal of Agricultural Science.

[40]  L. Sollenberger,et al.  Grazing Behavior of Ruminants and Daily Performance from Warm‐Season Grasses , 2002 .

[41]  M. Boval,et al.  Comparison of fecal crude protein and fecal near-infrared reflectance spectroscopy to predict digestibility of fresh grass consumed by sheep. , 2009, Journal of animal science.

[42]  A. Verma,et al.  The possible use of n-alkanes, long-chain fatty alcohols and long-chain fatty acids as markers in studies of the botanical composition of the diet of free-ranging herbivores , 2005, The Journal of Agricultural Science.

[43]  D. T. Booth,et al.  Rangeland Monitoring Using Remote Sensing , 2003 .

[44]  D. McGilloway,et al.  Grazing land contributions to carbon sequestration. , 2005 .

[45]  F. O'Mara,et al.  Colour of bovine subcutaneous adipose tissue: A review of contributory factors, associations with carcass and meat quality and its potential utility in authentication of dietary history. , 2009, Meat science.

[46]  I. Kosgey,et al.  Economic values for traits in breeding objectives for sheep in the tropics: impact of tangible and intangible benefits , 2004 .

[47]  R. Leng Factors Affecting the Utilization of ‘Poor-Quality’ Forages by Ruminants Particularly Under Tropical Conditions , 1990, Nutrition Research Reviews.

[48]  Peter Scarth,et al.  Land condition monitoring information for reef catchments : a new era , 2009 .

[49]  R. DeFries,et al.  Toward a whole-landscape approach for sustainable land use in the tropics , 2010, Proceedings of the National Academy of Sciences.

[50]  R. Rees,et al.  Full accounting of the greenhouse gas (CO2, N2O, CH4) budget of nine European grassland sites , 2007 .

[51]  J. Shenk,et al.  Prediction of botanical composition using NIRS calibrations developed from botanically pure samples. , 1990 .

[52]  R. Reis,et al.  The validity of n-alkanes to estimate intake and digestibility in Nellore beef cattle fed a tropical grass (Brachiaria brizantha cv. Marandu) , 2011 .

[53]  M. Boval,et al.  Effect of regrowth age on intake and digestion of Digitaria decumbens consumed by Black-belly sheep. , 2000 .

[54]  D. Minson,et al.  The potential for using n-alkanes in tropical forages as a marker for the determination of dry matter by grazing ruminants , 1991, The Journal of Agricultural Science.

[55]  M. Boval,et al.  Influence of earthworms on development of the free-living stages of gastrointestinal nematodes in goat faeces. , 2009, Veterinary parasitology.

[56]  April E. Reside,et al.  Multiscale topoedaphic heterogeneity increases resilience and resistance of a dominant grassland species to extreme drought and climate change , 2011 .

[57]  N. Hobbs Fecal indices to dietary quality: a critique , 1987 .

[58]  J. Leeuw,et al.  Challenges of assessing the sustainability of (agro)-pastoral systems , 2011 .

[59]  Kayo Yamamoto,et al.  Selection of feeding areas by cattle in a spatially heterogeneous environment: selection between two tropical grasses differing in accessibility and abiotic environment , 2009, Journal of Ethology.

[60]  J. Morgan,et al.  A framework to predict the effects of livestock grazing and grazing exclusion on conservation values in natural ecosystems in Australia. , 2007 .

[61]  P. Luz,et al.  Quantifying herbage mass on rotationally stocked palisadegrass pastures using indirect methods , 2009 .

[62]  E. Laca New Approaches and Tools for Grazing Management , 2009 .

[63]  F. Owens,et al.  Effect of nutrient composition of feeds on digestibility of organic matter by cattle: a review. , 2010, Journal of animal science.

[64]  Andrew E. Suyker,et al.  Year‐round observations of the net ecosystem exchange of carbon dioxide in a native tallgrass prairie , 2001 .

[65]  Rodney T. Venterea,et al.  Impact of reduced tillage and cover cropping on the greenhouse gas budget of a maize/soybean rotation ecosystem , 2009 .

[66]  R. Jones,et al.  Pasture production, pasture quality and their relationships with steer gains on irrigated, N-fertilised pangola grass at a range of stocking rates in the Ord Valley, Western Australia , 2006 .

[67]  H. Dove,et al.  Using n-alkanes and other plant wax components to estimate intake, digestibility and diet composition of grazing/browsing sheep and goats , 2005 .

[68]  T. Stobbs The effect of plant structure on the intake of tropical pasture. III.* Influence of fertilizer nitrogen on the size of bite harvested by Jersey cows grazing Setaria anceps cv. Kazungula swards , 1975 .

[69]  G. E. Donald,et al.  Using MODIS imagery, climate and soil data to estimate pasture growth rates on farms in the south-west of Western Australia , 2010 .

[70]  C. S. Prasad,et al.  Importance of trace minerals and relevance of their supplementation in tropical animal feeding system: A review , 2005 .

[71]  M. Boval,et al.  Effect of nitrogen on some morphogenetic traits of temperate and tropical perennial forage grasses. , 2000 .

[72]  C. J. P. Gourley,et al.  Assessing differences in pasture mass with an automated rising plate meter and a direct harvesting technique , 1991 .

[73]  D. Minson Effect of fertilizer nitrogen on digestibility and voluntary intake of Chloris gayana, Digitaria decumbens and Pennisetum clandestinum , 1973 .

[74]  S. Kaitibie,et al.  The status of crop-livestock systems and evolution towards integration , 2007 .

[75]  A. Skidmore,et al.  Predicting in situ pasture quality in the Kruger National Park, South Africa, using continuum-removed absorption features , 2004 .

[76]  G. Lemaire,et al.  Interactions between leaf lifespan and defoliation frequency in temperate and tropical pastures: a review , 2009 .

[77]  L. Sollenberger,et al.  Reporting Forage Allowance in Grazing Experiments , 2005 .

[78]  J. Van,et al.  Allometry and Ecology of Feeding Behavior and Digestive Capacity in Herbivores : A Review , 2005 .

[79]  Mark Trotter,et al.  Global navigation satellite system livestock tracking: system development and data interpretation , 2010 .

[80]  B. Norton Differences between species in forage quality , 1982 .

[81]  E. Etter,et al.  Interactions between nutrition and gastrointestinal infections with parasitic nematodes in goats , 2005 .

[82]  Safwan M. Obeidat,et al.  Application of multi-way data analysis on excitation-emission spectra for plant identification. , 2007, Talanta.

[83]  E. Raymond Hunt,et al.  Estimation of Carbon Sequestration by Combining Remote Sensing and Net Ecosystem Exchange Data for Northern Mixed-Grass Prairie and Sagebrush–Steppe Ecosystems , 2004 .

[84]  Paul Leahy,et al.  Carbon sequestration determined using farm scale carbon balance and eddy covariance , 2007 .

[85]  S. Robinson,et al.  Food Security: The Challenge of Feeding 9 Billion People , 2010, Science.

[86]  T. Mccosker Cell Grazing - the first 10 years in Australia. , 2000 .

[87]  S. Tamminga,et al.  Pasture characteristics and animal performance , 2005 .

[88]  L. Sollenberger,et al.  Forage Species and Stocking Rate Effects on Animal Performance and Herbage Responses of ‘Mulato’ and Bahiagrass Pastures , 2010 .

[89]  J. Arthington,et al.  Estimation of feeding value of four tropical forage species at two stages of maturity. , 2005, Journal of animal science.

[90]  Philip K. Thornton,et al.  Potential for reduced methane and carbon dioxide emissions from livestock and pasture management in the tropics , 2010, Proceedings of the National Academy of Sciences.

[91]  D. Coates,et al.  Diet quality estimated with faecal near infrared reflectance spectroscopy and responses to N supplementation by cattle grazing buffel grass pastures , 2010 .

[92]  D. A. Little,et al.  An analysis of cattle live-weight changes on tropical grass pasture during the dry and early wet seasons in northern australia: 1. The nature of weight changes , 1983, The Journal of Agricultural Science.

[93]  Philippe Lecomte,et al.  Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS): Developing a global calibration , 2009 .

[94]  J. Leonard,et al.  The Vegetation of Africa , 1984 .

[95]  J. Soussana,et al.  Mitigating the greenhouse gas balance of ruminant production systems through carbon sequestration in grasslands. , 2010, Animal : an international journal of animal bioscience.

[96]  B. Ali Effect of composition and quality of diet and feeding time on the kinetics and efficacy of some anthelmintic drugs: a mini-review. , 2004, Acta veterinaria Hungarica.

[97]  P. Faverdin,et al.  GRAZEIN: A MODEL OF HERBAGE INTAKE AND MILK PRODUCTION FOR GRAZING DAIRY COWS. 3. SIMULATIONS AND EXTERNAL VALIDATION OF THE MODEL , 2011 .

[98]  S. G. Reynolds,et al.  Grasslands of the world. , 2005 .

[99]  Isaías López-Guerreroa,et al.  Comparaciones entre cuatro métodos de estimación de biomasa en praderas de festuca alta Comparison of four biomass estimation methods in Tall Fescue pastures , 2011 .

[100]  Tim Wark,et al.  Tracking livestock using global positioning systems – are we still lost? , 2011 .

[101]  T. Stobbs Milk production, milk composition, rate of milking and grazing behaviour of dairy cows grazing two tropical grass pastures under a leader and follower system , 1978 .

[102]  L. Winks Phosphorus and beef production in northern Australia. 2. Responses to phosphorus by ruminants - a review. , 1990 .

[103]  J. Fuhrer,et al.  The carbon budget of newly established temperate grassland depends on management intensity , 2007 .

[104]  P. K. Thornton,et al.  Smart Investments in Sustainable Food Production: Revisiting Mixed Crop-Livestock Systems , 2010, Science.

[105]  R. Dixon,et al.  Response of lambs fed low quality roughage to supplements based on urea, cereal grain, or protein meals. , 2000 .

[106]  S. Pietravalle,et al.  Plant health and global change – some implications for landscape management , 2010, Biological reviews of the Cambridge Philosophical Society.

[107]  T. T. Duc,et al.  Do Compost and Vermicompost Improve Macronutrient Retention and Plant Growth in Degraded Tropical Soils? , 2011 .

[108]  P. Cruz,et al.  Effect of nitrogen on intake and digestibility of a tropical grass grazed by Creole heifers , 2002, The Journal of Agricultural Science.

[109]  P. Johnston,et al.  Beyond the herb layer - shrubs and trees as drought reserves Mulga and drought , 2000 .

[110]  M. McGeoch,et al.  Drosophilid assemblages as a bioindicator system of human disturbance in the Brazilian Savanna , 2008, Biodiversity and Conservation.

[111]  B. García-Criado,et al.  Prediction of botanical composition in grassland herbage samples by near infrared reflectance spectroscopy , 1991 .

[112]  P. Lecomte,et al.  Faecal Indices Based on near Infrared Spectroscopy to Assess Intake, in vivo Digestibility and Chemical Composition of the Herbage Ingested by Sheep (Crude Protein, Fibres and Lignin Content) , 2007 .

[113]  R. Lal Soil Carbon Sequestration in Natural and Managed Tropical Forest Ecosystems , 2007 .

[114]  L. Sollenberger,et al.  Interrelationships among Forage Nutritive Value and Quantity and Individual Animal Performance , 2011 .

[115]  S. Kondo Recent progress in the study of behavior and management in grazing cattle. , 2011, Animal science journal = Nihon chikusan Gakkaiho.

[116]  I. Murray,et al.  Nutritive Evaluation of Forages by near Infrared Reflectance Spectroscopy , 2005 .

[117]  G. Krebs,et al.  Using faecal DNA to determine consumption by kangaroos of plants considered palatable to sheep. , 2010, Animal : an international journal of animal bioscience.

[118]  T. Gipson,et al.  Invited review: feeding behavior of goats. , 2010, Journal of animal science.

[119]  R. Jones Effects of sown grasses and stocking rates on pasture and animal production from legume-based pastures in the seasonally dry tropics , 2003 .

[120]  M. Doreau,et al.  Enhancing fatty acid composition of milk and meat through animal feeding , 2011 .

[121]  H. Dove Balancing nutrient supply and nutrient requirements in grazing sheep , 2010 .

[122]  T. Killeen,et al.  Fifty-thousand-year vegetation and climate history of Noel Kempff Mercado National Park, Bolivian Amazon , 2004, Quaternary Research.

[123]  J. A. Ratter,et al.  The Brazilian Cerrado Vegetation and Threats to its Biodiversity , 1997 .

[124]  A. Ash,et al.  Grazing Management in Tropical Savannas: Utilization and Rest Strategies to Manipulate Rangeland Condition , 2011 .

[125]  Matthias Rothmund,et al.  Precision agriculture on grassland : Applications, perspectives and constraints , 2008 .

[126]  R. Sansoucy Livestock - a driving force for food security and sustainable development. , 1995 .

[127]  W. M. Murphy,et al.  A comparison of quadrat, capacitance meter, HFRO sward stick, and rising plate for estimating herbage mass in a smooth‐stalked, meadowgrass‐dominant white clover sward , 1995 .

[128]  William J. Bond,et al.  What Limits Trees in C4 Grasslands and Savannas , 2008 .

[129]  E. Veldkamp,et al.  Geographic bias of field observations of soil carbon stocks with tropical land-use changes precludes spatial extrapolation , 2011, Proceedings of the National Academy of Sciences.

[130]  J. C. Damasceno,et al.  Milk yield and composition, feed intake and stocking rate of crossbread cows in tropical grasses managed in a rotational grazing system , 2010 .

[131]  R. M Dixon,et al.  Associative effects between forages and grains: Consequences for feed utilisation , 1999 .

[132]  D. Michalk,et al.  Towards sustainable grassland and livestock management , 2007, The Journal of Agricultural Science.

[133]  M. Ritchie,et al.  Introduced grazers can restrict potential soil carbon sequestration through impacts on plant community composition. , 2010, Ecology letters.

[134]  R. Jones,et al.  Sown pastures in subcoastal south-eastern Queensland: pasture composition, legume persistence and cattle liveweight gain over 10 years. , 2000 .

[135]  Isaías López-Guerrero,et al.  Comparaciones entre cuatro métodos de estimación de biomasa en praderas de festuca alta , 2011 .

[136]  J. Raats,et al.  Effect of species, plant part, and season of harvest on n-alkane concentrations in the cuticular wax of common rangeland grasses from southern Africa , 2001 .

[137]  J. D'mello,et al.  Composition and nutritional attributes of pasture legumes. , 1995 .

[138]  A. C. Cóser,et al.  Composição química, digestibilidade e disponibilidade de capim-elefante cv. Napier manejado sob pastejo rotativo , 2006 .

[139]  P. V. Soest Allometry and ecology of feeding behavior and digestive capacity in herbivores: a review , 1996 .

[140]  D. M. Orr,et al.  Managing for rainfall variability: impacts of grazing strategies on perennial grass dynamics in a dry tropical savanna , 2011 .

[141]  N. Tomkins,et al.  Global positioning systems indicate landscape preferences of cattle in the subtropical savannas , 2007 .

[142]  R. Reida,et al.  Mapping livestock-oriented agricultural production systems for the developing world , 2003 .

[143]  M. J. Gibb,et al.  The effect of physiological state (lactating or dry) and sward surface height on grazing behaviour and intake by dairy cows , 1999 .

[144]  Katja Klumpp,et al.  Determination of Aboveground Net Primary Productivity and Plant Traits in Grasslands with Near-Infrared Reflectance Spectroscopy , 2010, Ecosystems.

[145]  J. McDermott,et al.  Sustaining intensification of smallholder livestock systems in the tropics , 2010 .

[146]  P. Greenslade Grassland invertebrates. Ecology, influence on soil fertility and effects on plant growth , 1996 .

[147]  D. Coates,et al.  Nutrition of beef breeder cows in the dry tropics. 2. Effects of time of weaning and diet quality on breeder performance , 2011 .

[148]  G. Donald,et al.  Estimation of pasture growth rate in the south west of Western Australia from AVHRR NDVI and climate data , 2004 .

[149]  K. Osoro,et al.  Accuracy of the n-alkane technique for intake estimates in beef cattle using different sampling procedures and feeding levels , 2007 .

[150]  T. Stobbs The effect of plant structure on the intake of tropical pastures. I. Variation in the bite size of grazing cattle , 1973 .

[151]  D. Coates,et al.  Review: Near Infrared Spectroscopy of Faeces to Evaluate the Nutrition and Physiology of Herbivores , 2009 .

[152]  S. Ehui,et al.  Keynote paper: The contribution of livestock to food security and sustainable development1 , 1995 .

[153]  Wendy Jepson,et al.  A disappearing biome? Reconsidering land‐cover change in the Brazilian savanna , 2005 .

[154]  J. Sumberg The logic of fodder legumes in Africa , 2002 .

[155]  I. Wright,et al.  The effect of sward surface height on the response to mixed grazing by cattle and sheep , 2006 .

[156]  C. Sere,et al.  World livestock production systems. Current status, issues and trends , 1995 .

[157]  Peter T. Doyle,et al.  Limits to and optimising of milk production and composition from pastures. , 2001 .

[158]  R. Lyons,et al.  Fecal NIRS equations for predicting diet quality of free-ranging cattle , 1992 .

[159]  R. Mwebe,et al.  Assessment of the economic viability of goat management systems in Goma Sub County and Mukono Town Council in Mukono District, Uganda , 2011, Tropical Animal Health and Production.

[160]  P. Meir,et al.  Long-term forest–savannah dynamics in the Bolivian Amazon: implications for conservation , 2007, Philosophical Transactions of the Royal Society B: Biological Sciences.

[161]  S. McLennan,et al.  Forage quality: Strategies for increasing nutritive value of forages , 1999 .

[162]  C. Devendra,et al.  Feed Resources for Animals in Asia: Issues, Strategies for Use, Intensification and Integration for Increased Productivity , 2011 .

[163]  Lalit Kumar,et al.  Imaging Spectrometry and Vegetation Science , 2001 .

[164]  L. Humphreys Tropical pasture utilisation: Index , 1991 .

[165]  B. Çoşkun,et al.  Prediction of nutritive value of a native forage, Prangos uechritzii, using of in situ and in vitro measurements , 2004 .

[166]  M. Boval,et al.  Effect of structure of a tropical pasture on ingestive behaviour, digestibility of diet and daily intake by grazing cattle , 2007 .

[167]  L. Sollenberger,et al.  Nitrogen fertilization and stocking rate affect stargrass pasture and cattle performance , 2004 .

[168]  Serge Yan Landau,et al.  Monitoring nutrition in small ruminants with the aid of near infrared reflectance spectroscopy (NIRS) technology: A review , 2006 .

[169]  S. Dalzell,et al.  Production, economic and environmental benefi ts of leucaena pastures , 2007 .

[170]  P. Dixon,et al.  Spectral Reflectance as a Covariate for Estimating Pasture Productivity and Composition , 2005 .

[171]  R. Putman Facts from faeces , 1984 .

[172]  M. Boval,et al.  Intake and digestibility of fresh grass fed to sheep indoors or at pasture, at two herbage allowances , 2010 .

[173]  M. Boval,et al.  Diet attributes of lactating ewes at pasture using faecal NIRS and relationship to pasture characteristics and milk production , 2010, The Journal of Agricultural Science.

[174]  J. Arthington,et al.  Minerals for Grazing Ruminants in Tropical Regions , 1984 .

[175]  E. Schlecht,et al.  Seasonal variations in gastrointestinal tract fill of grazing Zebu cattle in the Sahel , 2003, The Journal of Agricultural Science.

[176]  H. Lippke Estimation of Forage Intake by Ruminants on Pasture , 2002 .

[177]  Faecal near infrared reflectance spectroscopy (F.NIRS) measurements of non-grass proportions in the diet of cattle grazing tropical rangelands , 2007 .

[178]  Alain Peeters,et al.  An international terminology for grazing lands and grazing animals , 2011 .

[179]  P. Faverdin,et al.  GrazeIn: a model of herbage intake and milk production for grazing dairy cows. 2. Prediction of intake under rotational and continuously stocked grazing management , 2011 .

[180]  R. Jones Nitrogen rate and stocking rate effects on steer gains from grazed irrigated pangola grass in the Ord Valley, Western Australia. , 1990 .

[181]  C. Alho,et al.  Terrestrial Small Mammal Richness and Habitat Associations in an Amazon Forest–Cerrado Contact Zone1 , 2001 .

[182]  Nigel P. Fox,et al.  Progress in Field Spectroscopy , 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

[183]  P. Lecomte,et al.  Faecal near infrared reflectance spectroscopy (NIRS) to assess chemical composition, in vivo digestibility and intake of tropical grass by Creole cattle , 2004 .