Ensiling in 2050: Some challenges and opportunities
Abstract
Challenges to ensiling are coming from a wide spectrum. Faster harvest rates are making it more difficult to achieve target silage densities. Larger harvest equipment is increasing soil compaction and rural road issues. Older silos are too small and are overfilled, creating safety issues, or temporary piles are placed on bare ground permitting soil contamination. Mycotoxins and other pathogens in silages are still a problem. Global warming may affect the forage crops grown and crop characteristics as well as rates of silage fermentation and aerobic deterioration. Silage as an input to bio‐refineries has an unclear future. Silage analysis is challenged by sampling and knowing what components truly predict nutritional value. The future holds many opportunities for both ensiling and silage research. Robotic harvesting will release more labour for silo packing, and there are opportunities to develop tools to estimate silage density during filling. Total mixed ration silages should allow more by‐products in rations. The development of novel silage additives to improve silage hygiene or increase nutrient availability appears promising. Predicting the onset of aerobic deterioration with quick tests for lactate‐assimilating yeasts or silage temperatures seems possible. Metabolomics and metabonomics, in addition to the microbiome tools in development, put us at the cusp of being able to see which microorganisms are active in the silo and rumen and what compounds of significance they are producing. This could lead to many advances in silage quality including reduced microbial toxins, better hygiene and improved utilization by livestock.
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Additives, particularly inoculants containing lactic acid bacteria like Lactobacillus buchneri, are crucial for enhancing fermentation, controlling undesirable microbial activity, and improving overall preservation and nutritive value of silage.
“Additives, particularly inoculants containing lactic acid bacteria like Lactobacillus buchneri, are crucial for enhancing fermentation, controlling undesirable microbial activity, and improving the overall preservation and nutritive value of the silage [4,9].”
From Influence of Ensiling Timing and Inoculation on Whole Plant Maize Silage Fermentation and Aerobic Stability (Preliminary Research) (2024) · cites this paper as [4]
Air exposure during ensiling can delay fermentation by allowing undesired aerobic microbes to metabolize forage components, which slows growth of lactic acid bacteria, increases pH, and fosters growth of undesirable organisms such as yeasts and molds.
“Air exposure during the ensiling process can delay fermentation by allowing undesired aerobic microbes to metabolize forage components, which slows down the growth of lactic acid bacteria, increases pH levels, and fosters the growth of undesirable organisms such as yeasts and molds.”
From Influence of Ensiling Timing and Inoculation on Whole Plant Maize Silage Fermentation and Aerobic Stability (Preliminary Research) (2024) · cites this paper as [4]
Cites
Big Data in Smart Farming – A review
Wolfert, J., Ge, L., Verdouw, C. N., & Bogaardt, M. J. (2017) · Agricultural Systems · doi:10.1016/j.agsy.2017.01.023 · Cited by 3,877 · see citing works
World agriculture towards 2030/2050: the 2012 revisionPreprint
Alexandratos, N., & Bruinsma, J. (2012) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.288998 · Cited by 3,155 · see citing works
(2013) · Cited by 2,540 · see citing works
Silage review: Recent advances and future uses of silage additives
Muck, R. E., Nadeau, E. M. G., McAllister, T. A., Contreras-Govea, F. E., Santos, M. C., & Kung, L. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13839 · Cited by 1,038 · see citing works
Self-citation(2003) · Agronomy Monographs · doi:10.2134/agronmonogr42 · Cited by 881 · see citing works
Silage review: Factors affecting dry matter and quality losses in silages
Borreani, G., Tabacco, E., Schmidt, R. J., Holmes, B. J., & Muck, R. E. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13837 · Cited by 802 · see citing works
Self-citationRena, A. B. (1997) · Crop Protection · doi:10.1016/s0261-2194(97)81187-8 · Cited by 706 · see citing works
New trends and opportunities in the development and use of inoculants for silage
Weinberg, Z. G., & Muck, R. E. (1996) · FEMS Microbiology Reviews · doi:10.1111/j.1574-6976.1996.tb00253.x · Cited by 509 · see citing works
Self-citationGao, J., Nutter, J., Liu, X., Guan, D., Huang, Y., Dye, D., & Rainforth, W. M. (2018) · Scientific Reports · doi:10.1038/s41598-018-25899-3 · Cited by 430 · see citing works
Oliveira, A. S., Weinberg, Z. G., Ogunade, I. M., Cervantes, A. A. P., Arriola, K. G., Jiang, Y., Kim, D., Li, X., Gonçalves, M. C. M., Vyas, D., et al. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-11815 · Cited by 409 · see citing works
Silage review: Animal and human health risks from silage
Driehuis, F., Wilkinson, J. M., Jiang, Y., Ogunade, I. M., & Adesogan, A. T. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13836 · Cited by 265 · see citing works
Self-citationThe role of mycotoxins in the health and performance of dairy cows
Fink‐Gremmels, J. (2008) · The Veterinary Journal · doi:10.1016/j.tvjl.2007.12.034 · Cited by 253 · see citing works
Silage review: Unique challenges of silages made in hot and cold regions
Bernardes, T. F., Daniel, J. L. P., Adesogan, A. T., McAllister, T. A., Drouin, P., Nussio, L. G., Huhtanen, P., Tremblay, G. F., Bélanger, G., & Cai, Y. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13703 · Cited by 252 · see citing works
Hoffman, P. C., Esser, N. M., Shaver, R. D., Coblentz, W. K., Scott, M. P., Bodnar, A. L., Schmidt, R. J., & Charley, R. C. (2011) · Journal of Dairy Science · doi:10.3168/jds.2010-3562 · Cited by 249 · see citing works
Changes in Forage Quality During Harvest and Storage
Rotz, C. A., & Muck, R. E. (1994) · ASSA, CSSA and SSSA · doi:10.2134/1994.foragequality.c20 · Cited by 249 · see citing works
Self-citationReview: Use of human-edible animal feeds by ruminant livestock
Wilkinson, J. M., & Lee, M. R. F. (2017) · animal · doi:10.1017/s175173111700218x · Cited by 171 · see citing works
Self-citationContreras-Govea, F. E., Muck, R. E., Mertens, D. R., & Weimer, P. J. (2011) · Animal Feed Science and Technology · doi:10.1016/j.anifeedsci.2010.09.015 · Cited by 161 · see citing works
Self-citationSilage and the safety and quality of dairy foods: A review
Driehuis, F. (2013) · Agricultural and Food Science · doi:10.23986/afsci.6699 · Cited by 150 · see citing works
Borreani, G., & Tabacco, E. (2010) · Journal of Dairy Science · doi:10.3168/jds.2009-2919 · Cited by 149 · see citing works
Highlights of progress in silage conservation and future perspectives
Wilkinson, J. M., & Rinne, M. (2017) · Grass and Forage Science · doi:10.1111/gfs.12327 · Cited by 148 · see citing works
Self-citationAbdElgawad, H., Peshev, D., Zinta, G., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0092044 · Cited by 125 · see citing works
Nsereko, V. L., Smiley, B. K., Rutherford, W. M., Spielbauer, A., Forrester, K. J., Hettinger, G. H., Harman, E. K., & Harman, B. R. (2008) · Animal Feed Science and Technology · doi:10.1016/j.anifeedsci.2007.06.039 · Cited by 124 · see citing works
Weiss, K., Kroschewski, B., & Auerbach, H. (2016) · Journal of Dairy Science · doi:10.3168/jds.2015-10323 · Cited by 124 · see citing works
The grass plant—its form and function
Robson, M. J., Ryle, G. J. A., & Woledge, J. (1988) · Springer eBooks · doi:10.1007/978-94-009-1187-1_2 · Cited by 118 · see citing works
Nishino, N., Harada, H., & Sakaguchi, E. (2003) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.1395 · Cited by 112 · see citing works
Advances in Biorefineries : Biomass and Waste Supply Chain Exploitation
Waldron, K. W. (2014) · Cited by 97 · see citing works
The Green Biorefinery Austria - Development of an integrated system for green biomass utilization
Kromus, S., Wachter, B., Koschuh, W., Mandl, M., Krotscheck, C., & Narodoslawsky, M. (2004) · Chemical and Biochemical Engineering Quarterly · Cited by 93 · see citing works
Silage review: Recent advances and future technologies for baled silages
Coblentz, W. K., & Akins, M. S. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13708 · Cited by 80 · see citing works
An Overview on Novel Microbial Determination Methods in Pharmaceutical and Food Quality Control
Nemati, M., Hamidi, A., Dizaj, S. M., Javaherzadeh, V., & Lotfipour, F. (2016) · Advanced Pharmaceutical Bulletin · doi:10.15171/apb.2016.042 · Cited by 79 · see citing works
A Diffusion Model of Aerobic Deterioration at the Exposed Face of Bunker Silos
Pitt, R. E., & Muck, R. E. (1993) · Journal of Agricultural Engineering Research · doi:10.1006/jaer.1993.1029 · Cited by 73 · see citing works
Self-citationA model of aerobic fungal growth in silage.
Muck, R. E., Pitt, R. E., & LEIBENSPERGER, R. Y. (1991) · Grass and Forage Science · doi:10.1111/j.1365-2494.1991.tb02234.x · Cited by 66 · see citing works
Self-citationGuo, B., Tang, Z., Wu, C., et al. (2018) · Scientific Reports · doi:10.1038/s41598-018-32771-x · Cited by 65 · see citing works
Formic acid as a silage additive for wet crops of cocksfoot and lucerne
Wilson, R. F., & Wilkins, R. J. (1973) · The Journal of Agricultural Science · doi:10.1017/s0021859600057671 · Cited by 63 · see citing works
St-Pierre, N. R., & Weiss, W. P. (2015) · Journal of Dairy Science · doi:10.3168/jds.2015-9431 · Cited by 52 · see citing works
Controls of Plant and Soil Carbon in a Semihumid Temperate Grassland
Seastedt, T. R., Coxwell, C. C., Ojima, D. S., et al. (1994) · Ecological Applications · doi:10.2307/1941938 · Cited by 40 · see citing works
Jalč, D., Lauková, A., Váradyová, Z., Homolka, P., & Koukolová, V. (2009) · Animal Feed Science and Technology · doi:10.1016/j.anifeedsci.2008.11.004 · Cited by 34 · see citing works
Cogan, T. A., Hawkey, R., Higgie, E., Lee, M. R. F., Mee, E., Parfitt, D., Raj, J., Roderick, S., Walker, N. D., Ward, P., et al. (2016) · Grass and Forage Science · doi:10.1111/gfs.12265 · Cited by 32 · see citing works
Self-citationThe effectiveness of silage inoculants: A systems approach
Pitt, R. E., & Leibensperger, R. Y. (1987) · Agricultural Systems · doi:10.1016/0308-521x(87)90097-7 · Cited by 30 · see citing works
Savoie, P., & Jofriet, J. C. (2003) · Agronomy monograph/Agronomy · doi:10.2134/agronmonogr42.c9 · Cited by 28 · see citing works
Brown midrib corn shredlage in diets for high-producing dairy cows
Vanderwerff, L. M., Ferraretto, L. F., & Shaver, R. D. (2015) · Journal of Dairy Science · doi:10.3168/jds.2015-9543 · Cited by 22 · see citing works
Update on technologies for producing and feeding silage
Forristal, P. D., & O’Kiely, P. (2005) · Wageningen Academic Publishers eBooks · doi:10.3920/9789086865536_006 · Cited by 20 · see citing works
Brüning, D., Gerlach, K., Weiß, K., & Südekum, K. ‐. (2018) · Grass and Forage Science · doi:10.1111/gfs.12345 · Cited by 20 · see citing works
Schwarz, D., Dörrstein, J., Kugler, S., et al. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.05.092 · Cited by 17 · see citing works
Wet Fractionation for Improved Utilization of Alfalfa Leaves
Digman, M. F., Runge, T. M., Shinners, K. J., & Hatfield, R. D. (2013) · Biological Engineering Transactions · doi:10.13031/2013.42631 · Cited by 14 · see citing works
Evaluation of Two Forage Harvesting Systems for Herbaceous Biomass Harvesting
Brownell, D. K., Liu, J., Hilton, J. W., et al. (2012) · Transactions of the ASABE · doi:10.13031/2013.42348 · Cited by 12 · see citing works
A Comparison Of Fuel Usage And Harvest Capacity In Self-Propelled Forage Harvesters
Marsh, B. (2013) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.1087266 · Cited by 12 · see citing works
Parsons, D. (1998) · Agricultural Systems · doi:10.1016/s0308-521x(97)00030-9 · Cited by 10 · see citing works
Effect of ensiling a total mixed ration on feed quality for cattle in smallholder dairy farms
Bretschneider, G., Mattera, J., Cuatrin, A. L., et al. (2015) · Archivos de medicina veterinaria · doi:10.4067/s0301-732x2015000200015 · Cited by 9 · see citing works
The effect of silage harvester type on harvesting efficiency
Frost, J. P., & Binnie, R. C. (2005) · Wageningen Academic Publishers eBooks · doi:10.3920/9789086865536_057 · Cited by 3 · see citing works
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Jatkauskas, J., Vrotniakiene, V., Amaral, R. C. D., Witt, K. L., & Cappellozza, B. L. (2024) · Plants · doi:10.3390/plants13202894 · Cited by 6 · see citing works
“This negatively impacts the nutritional profile of the silage and increases the risk of spoilage, especially during feed-out [2,4–6].”
Background
- Authors
- Wilkinson, J. M., & Muck, R. E.
- Affiliations
- University of Nottingham (GB)
- Agricultural Research Service (US)
- Corresponding author
- Wilkinson, John Michael
- Venue
- Grass and Forage Science
- Publisher
- Wiley
- Published
- 2019-04
- Volume
- 74
- Issue
- 2
- Pages
- 178-187
- ISSN
- 0142-5242 (ISSN-L)
- 1365-2494
- OpenAlex
- W2929003673
- Semantic Scholar
- 8178e9b4a263cd3f195b50d6922c3d8f99d1fee4
- Cited by
- 53
- References
- 49
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 8 · 2023: 8 · 2022: 10 · 2021: 9 · 2020: 4 · 2019: 1
- FWCI
- 8.41
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Grass and Forage Science (publishedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Ruminant Nutrition and Digestive Physiology
- Physical Sciences › Engineering › Mechanical Engineering › Agricultural Engineering and Mechanization
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Mycotoxins in Agriculture and Food
- Keywords
- silage fermentation, silage quality, silage density, silo filling, soil compaction, robotic harvesting, aerobic deterioration, mycotoxins, silage additives, metabolomics, total mixed ration, biorefinery
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