Abstract
In this paper, we propose to view the sustainability of dairy farming as nested within the sustainability of agriculture, a subset of the sustainability of food systems, which in turn could be construed as a subset of the national commitments of a country to achieve the Sustainable Development Goals (SDGs). Disciplinary, multidisciplinary, and interdisciplinary research are essential to study bio-physical system components and their interactions. However, when dairy farming is viewed as nested within broader societal systems, the inclusion of human elements calls for transdisciplinary research. Few of the 17 SDGs are left untouched by the livestock sector. Research should aim at identifying relevant farm-level metrics that are in alignment with any of the 231 indicators supporting the SDGs. We used two examples to illustrate the approach. In the first, SDG 13 (Climate Action) is used as a reminder that despite the current emphasis on reducing milk carbon footprint (kg CO2-e/kg milk), the contribution of the sector to Climate Action depends on reducing its annual emission (kg CO2-e/year; indicator 13.2.2). In the second example, indicator 2.4.1 (land use for sustainable agriculture) of SDG 2 (Zero Hunger) is used to illustrate the potential tradeoffs between Milk N/Intake N as a metric of nitrogen use efficiency at the cow level and metrics such as the input:output ratio of human-edible protein (Milk N/Intake of human-edible N) that prioritize the use of human-inedible feed in dairy rations as a way to enhance efficiency and circularity at the food system level.
1 Introduction
Dairy farm sustainability issues are often categorized as either economic, environmental or social (von Keyserlingk et al., 2013), but few sustainability-related publications deal with the three dimensions simultaneously (Segerkvist et al., 2020), let alone with their interactions. The dimensions are however rarely independent of each other and a systems approach is necessary for a full accounting of the interconnections between economic performance, environmental protection, and societal welfare (). Tradeoffs and synergies must be identified and understood for a full assessment of sustainability. Thus, our objectives were, first to explore definitions of sustainability-related terms to highlight the complex conceptual framework they oftentimes embody. Second, to analyze various perspectives and research approaches purported to strengthen the sustainability of agricultural and dairy systems. Third, to illustrate with two examples the need to consider metrics of dairy systems sustainability that are in alignment with the Sustainable Development Goals (SDGs).
2 Definition of sustainability-related terms
2.1 Sustainable development and sustainable development goals
As an adjective, sustainable refers to techniques or methods of harvesting or using a resource without depleting it or damaging it permanently. As a verb, to sustain means to support from below, to maintain the existence, to nurture, to prolong into the future. The ability to be sustained indefinitely or “sustain-ability” as a concept was brought to the collective consciousness in the late 1980s with the Bruntland report of the United Nations. The report titled “Our Common Future” referred to sustainable development as development that meets the needs of the present without compromising the ability of future generations to meet their own needs (UN-WCED, 1987). At the time, the economic growth and development that occurred post World War II had proceeded with little regard to the serious environmental degradation it was causing (i.e., industrial pollution). Thus, the emphasis was to link economic development to the protection of environmental resources (air and water quality primarily). Over time, social sustainability was added as a third pillar or dimension to address concerns associated with the fulfillment of human capacity in a more just and equitable society (). In an attempt to clarify terminology, referred to sustainable development as a process or evolution of human society, which (a) should align with environmental and natural processes (i.e., the law of nature and biology), (b) recognize the limitation of resources (economic, societal, and environmental) and (c) can be applied on local, regional, national and international levels based on political will. However, how to precisely define, how to measure, and how to operationalize sustainable development in various societal domains remain a work in progress within the scientific community (; Ruggerio, 2021). In the supra-national policy realms, however, world leaders gathered under the auspices of the United Nations in 2015 have adopted a 15-year agenda of 17 SDGs (UN-DESA, 2022) supported by 169 targets and 232 indicators (UN-SD, 2022). These goals are not one-size-fits-all approaches to sustainable development. On the contrary, governments of the 178 signatory nations are expected to take ownership and establish frameworks that are relevant in their national contexts and priorities. The SDGs center on partnerships to address poverty, malnutrition, economic growth, social issues of justice and equity, and fulfillment of human capacity while addressing climate change and other environmental concerns. They offer a framework for a holistic exploration of benefits, synergies, tradeoffs, and adverse side-effects of technological innovation in agricultural and food systems (; ) and as a guide to their transformation (). As illustrated in Figure 1, few SDGs are left untouched by the livestock sector at the global scale ().
Figure 1
2.2 Toward a definition of sustainable dairy farming
Dairy farming is site specific and enabled by economic, environmental, and social contexts. Thus, one way to define its sustainability is by deduction from the broader (legal) definition of sustainable agriculture of the United States (USDA-NAL, 1999), which is “an integrated system of plants and animals that have site-specific applications that will over the long term (a) satisfy human food and fiber needs, (b) enhance environmental quality and the natural resource base upon which the agricultural economy depends, (c) make most efficient use of non-renewable resources and on-farm resources, and integrate when appropriate natural biological cycles and controls, (d) sustain the economic viability of farm operation and (e) enhance the quality of life of the farmer and the society at large.” Thus, in addition to its contribution to food security, dairy farming is sustainable to the extent that it (a) yields profitable farm income, (b) promotes environmental stewardship, and (c) enhances quality of human life. Some authors have suggested that the contributions of dairy farming (and dairy products) to human health and nutrition be included as a relevant indicator of the sector’s sustainable development (
Interestingly, the roles and contributions of dairy farming to sustainable food systems are the subject of debates that are unfolding in distinct ways in high-income countries compared to low-and-middle-income countries (UN, 2021). In high-income countries, milk is produced for the most part as a commodity in specialized operations. The increased awareness of the high environmental impact of intensive animal agriculture relative to food crops (
3 Dairy systems and sustainability: Multiplicity of perspectives and research approaches
3.1 Dairy systems
Dairy systems are extremely diverse not only across regions of the world but even within narrowly-defined geographical areas. There are many ways to define and characterize them. Descriptors are often used to provide a snapshot or a trait that encapsulates a dominant feature; the emphasis may be on the mode of production (e.g., pasture-based, organic, or conventional systems) or the size of the operation (e.g., family, small-scale or industrial systems). Similarly in low-and-middle-income countries, terms such as subsistence, market-oriented, pastoral, or peri-urban are frequently used to characterize dairy systems. Although these descriptors are useful, it is upon the analyst to define the system in unequivocal terms as a prerequisite to address their sustainability. Thus, for our purpose, a dairy system refers (implicitly or explicitly) to an entity with bio-physical or conceptual boundaries made of internal interacting components (sub-systems), organized to complete one or more functions (goals), and characterized by a set of behavioral relations (interactions) with its surroundings (“outside” entities). Purpose, elements, and interconnections have been identified as the hallmarks of system thinking, the requisite to systems research (
3.2 Dairy system sustainability: Three schools of thought
According to
Figure 2

Dairy farm sustainability viewed as nested within agricultural sustainability, food systems sustainability, and the national commitment of a country to achieve the Sustainable Development Goals. The dotted arrows are meant to illustrate that basic life sciences (e.g., biochemistry and genetics) serve as the foundation for the research of biological farm components (e.g., cow and crop) whereas the basic social sciences (e.g., economic and psychology) serve as the foundation of the research in the social farm components (e.g., economic viability and a farmer’s decision-making process); The colored circles are meant to illustrate the three pillars of sustainability (economic, environmental and social) with varying degrees of shade to illustrate that relevant indicators within each pillar may differ across systems; The solid arrows are meant to illustrate that sustainability is not influenced only by the interactions of the pillars within a system but also by the drivers of the systems within which it is nested; The five roman numerals borrowed from
3.3 Dairy system sustainability: Research paradigms
The reductionist research paradigm focuses mainly on system components whereas holism emphasizes interactions (
4 Evaluating dairy systems in the lenses of the sustainable development goals
Thus, the scientific approaches related to dairy systems sustainability lie on a spectrum (Figure 2). At one end sustainability research is made of a series of discrete issues to be addressed by disciplinary research (inward looking) and at the other end lies the transdisciplinary efforts to address the concerns of multiple stakeholders (outward looking). Hence, Figure 2 shows the sustainability of dairy farming as nested within the sustainability of agriculture, which itself is a subset of the sustainability of the food systems, which in turn could be construed as a subset of the national commitments of a country to achieve the SDGs. Indicators of sustainability must differ at each level. Two examples will be used here to illustrate that indicators that are used in disciplinary research to improve the efficiency of the existing system are inadequate in the context of transdisciplinary research aimed at transitioning (transforming) the system.
4.1 Example 1: Re-thinking the link between milk carbon footprint and climate action (SDG 13)
SDG 13 urges national governments to integrate climate change measures into national policies, strategies, and planning to combat its detrimental impacts. As one of the eight indicators of this goal, indicator 13.2.2. refers to [reduction of] total greenhouse gas emissions per year (UN-SD, 2022). However,
4.2 Example 2: Re-thinking the link between milk protein and zero hunger (SDG 2)
“End hunger, achieve food security and improved nutrition, and promote sustainable agriculture” is the official wording of SDG 2. This goal includes 14 indicators focused on 4 main areas, two of which are of direct interest here to discuss the contribution of milk protein production to ending all forms of malnutrition and ensuring sustainable food production systems. Using FAO data, we found that across 163 countries national supply expressed as g per capita per day of plant-source protein was (means ± standard deviation) 44.3 ± 9.0 and 35 ± 19.8 for animal-source protein (Wattiaux, 2017). Notwithstanding considerable losses and wastes (
5 The future
The concerns of the dairy research community for sustainability and the SDGs are still at an early stage and more needs to be done. In a search of the Agricola, Web of Science, CABI abstracts, and Scopus databases we found only 11 non-duplicate hits from a search of peer-reviewed studies published since 2015 including “milk or dairy” in the title “sustainability” in the abstract, and “sustainable development goals” in any field. Notwithstanding substantial differences in the drivers of the sustainability of the dairy sector across nations of the world, there are issues of universal concerns that merit attention such as the reduction of milk lost or wasted (FAO, 2011) and the contribution of milk and dairy products to sustainable diets (
Statements
Data availability statement
The original contributions presented in the study are included in the article. Further inquiries can be directed to the corresponding author.
Author contributions
The author declares his full and complete contributions to all the phases of development of this manuscript.
Acknowledgments
The author is grateful to MaryGrace Erickson and Dante Pizzaro for their editorial suggestions.
Conflict of interest
The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
1
Aguirre-VillegasH. A.LarsonR. A. (2017). Evaluating greenhouse gas emissions from dairy manure management practices using survey data and lifecycle tools. J. Cleaner Prod.143, 169–179. doi: 10.1016/j.jclepro.2016.12.133
2
ArndtC.PowellJ. M.AguerreM. J.WattiauxM. A. (2015). Performance, digestion, nitrogen balance, and emission of manure ammonia, enteric methane, and carbon dioxide in lactating cows fed diets with varying alfalfa silage-to-corn silage ratios. J. Dairy Sci.98 (1), 418–430. doi: 10.3168/jds.2014-8298
3
ArnoldR. D.WadeJ. P. (2015). A definition of systems thinking: A systems approach. Proc. Comput. Sci.44, 669–678. doi: 10.1016/j.procs.2015.03.050
4
BalehegnM.MekuriawZ.MillerL.MckuneS.AdesoganA. T. (2019). Animal-sourced foods for improved cognitive development. Anim. Front.9 (4), 50–57. doi: 10.1093/af/vfz039
5
BeedeD. K. (2013). “Chapter 18. animal agriculture: How can it be sustainable in the future?,” in Sustainable animal agriculture. Ed. KebreabE. (Boston, MA; USA: CABI), 284–311.
6
BougouinA.HristovA.DijkstraJ.AguerreM. J.AhvenjärviS.ArndtC.et al. (2022). Prediction of nitrogen excretion from data on dairy cows fed a wide range of diets compiled in an intercontinental database: A meta-analysis. J. Dairy Sci.105 (9), 7462–7481. doi: 10.3168/jds.2021-20885
7
BrandtP.ErnstA.GrallaF.LuederitzC.LangD. J.NewigJ.et al. (2013). A review of transdisciplinary research in sustainability science. Ecol. Econ.92, 1–15. doi: 10.1016/j.ecolecon.2013.04.008
8
BroderickG. A. (2018). Review: Optimizing ruminant conversion of feed protein to human food protein. Animal12 (8), 1722–1734. doi: 10.1017/S1751731117002592
9
CalsamigliaS.FerretA.ReynoldsC. K.KristensenN. B.van VuurenA. M. (2010). Strategies for optimizing nitrogen use by ruminants. Animal4 (Special Issue 07), 1184–1196. doi: 10.1017/S1751731110000911
10
CAST (1999) Animal agriculture and global food supply. task force report no 135 (Council for Agricural science and Technology). Available at: https://www.cast-science.org/publication/animal-agriculture-and-global-food-supply/ (Accessed December 26 2022).
11
ClayN.GarnettT.LorimerJ. (2020). Dairy intensification: Drivers, impacts and alternatives. Ambio49 (1), 35–48. doi: 10.1007/s13280-019-01177-y
12
DossC.Meinzen-DickR.QuisumbingA.TheisS. (2018). Women in agriculture: Four myths. Global Food Secur16, 69–74. doi: 10.1016/j.gfs.2017.10.001
13
DrinkwaterL. E.FriedmanD.BuckL. (2016). Systems research for agriculture: Innovative solutions to complex challenges. SARE Handbook Series 13. (College Park, MD, USA: Sustainable Agriculture Research and Education (SARE)).
14
DubéL.PingaliP.WebbP. (2012). Paths of convergence for agriculture, health, and wealth. Proc. Natl. Acad. Sci.109 (31), 12294–12301. doi: 10.1073/pnas.0912951109
15
ErismanJ. W.SuttonM. A.GallowayJ.KlimontZ.WiniwarterW. (2008). How a century of ammonia synthesis changed the world. Nat. Geosci1 (10), 636–639. doi: 10.1038/ngeo325
16
EshelG.SheponA.MakovT.MiloR. (2014). Land, irrigation water, greenhouse gas, and reactive nitrogen burdens of meat, eggs, and dairy production in the united states. Proc. Natl. Acad. Sci111 (33), 11996–12001. doi: 10.1073/pnas.1402183111
17
FAO (2013). Milk and dairy products in human nutrition (Rome, Italy: FAO). Available at: https://www.fao.org/3/i3396e/i3396e.pdf.
18
FAO (2018a) Livestock and agroecology: How they can support the transition towards sustainable food and agriculture (Rome, Italy). Available at: https://www.fao.org/3/i8926en/I8926EN.pdf (Accessed December 26 2022).
19
FAO (2018b). Transforming food and agriculture to achieve the SDGs: 20 interconnected actions to guide decision-makers. 2nd ed. (Rome, Italy: Food and Agriculture Organization (FAO) of the United Nations).
20
FAO (2018c). World livestock: Tranforming the livestock sector through the sustainabale development goals (Rome: Licence CC BY-NC-SA 3.0 IGO).
21
FAO (2019) The state of food and agriculture. moving forward on food loss and waste reduction (FAO Rome). Available at: https://www.fao.org/3/ca6030en/ca6030en.pdf (Accessed December 26 2022).
22
FAO-GDP (2018) Climate change and the global dairy cattle sector - the role of the dairy sector in a low-carbon future. Available at: https://www.fao.org/3/CA2929EN/ca2929en.pdf.
23
FravalS.HammondJ.BogardJ. R.Ng'endoM.van EttenJ.HerreroM.et al. (2019). Food access deficiencies in Sub-saharan Africa: Prevalence and implications for agricultural interventions. Front. Sustain. Food Syst.3, 104. doi: 10.3389/fsufs.2019.00104
24
GershensonC. (2013). The implications of interactions for science and philosophy. Found. Sci.18 (4), 781–790. doi: 10.1007/s10699-012-9305-8
25
GibbesC.HopkinsA. L.DíazA. I.Jimenez-OsornioJ. (2020). Defining and measuring sustainability: A systematic review of studies in rural Latin America and the Caribbean. Environ. Dev. Sustain.22 (1), 447–468. doi: 10.1007/s10668-018-0209-9
26
GillM. (2013). “Converting feed into human food: the multiple dimensions of efficiency,” in Optimization of feed use efficiency in ruminant production systems. Eds. MakkarH. P. S.BeeverD. E. (Bangkok, Thailand: FAO Animal Production and Health Proceedings, No. 16. Rome, FAO and Asian-Australasian Association of Animal Production Societies).
27
GivensD. I. (2020). MILK symposium review: The importance of milk and dairy foods in the diets of infants, adolescents, pregnant women, adults, and the elderly. J. Dairy Sci.103 (11), 9681–9699. doi: 10.3168/jds.2020-18296
28
GlavičP.LukmanR. (2007). Review of sustainability terms and their definitions. J. Cleaner Prod.15 (18), 1875–1885. doi: 10.1016/j.jclepro.2006.12.006
29
GrossiG.GoglioP.VitaliA.WilliamsA. G. (2019). Livestock and climate change: impact of livestock on climate and mitigation strategies. Anim. Front.9 (1), 69–76. doi: 10.1093/af/vfy034
30
HagemannM.HemmeT.NdambiA.AlqaisiO.SultanaM. N. (2011). Benchmarking of greenhouse gas emissions of bovine milk production systems for 38 countries. Anim. Feed Sci. Technol.166-167, 46–58. doi: 10.1016/j.anifeedsci.2011.04.002
31
HerreroM.GraceD.NjukiJ.JohnsonN.EnahoroD.SilvestriS.et al. (2013). The roles of livestock in developing countries. Animal7 Supplement S1 (March), 3–18. doi: 10.1017/S1751731112001954
32
HerreroM.ThorntonP. K.Mason-D'CrozD.PalmerJ.BodirskyB. L.PradhanP.et al. (2021). Articulating the effect of food systems innovation on the sustainable development goals. Lancet Planetary Health5 (1), e50–e62. doi: 10.1016/S2542-5196(20)30277-1
33
HerreroM.ThorntonP. K.Mason-D’CrozD.PalmerJ.BentonT. G.BodirskyB. L.et al. (2020). Innovation can accelerate the transition towards a sustainable food system. Nat. Food1 (5), 266–272. doi: 10.1038/s43016-020-0074-1
34
IDF (2022). “Life cycle assessment guidelines for calcuating carbon sequestration in cattle production systems,” in Bulletin of the IDF no 519/2022 (Brussels, Belgium: International Dairy Federation).
35
JonesJ. W.AntleJ. M.BassoB.BooteK. J.ConantR. T.FosterI.et al. (2017). Brief history of agricultural systems modeling. Agric. Syst.155, 240–254. doi: 10.1016/j.agsy.2016.05.014
36
KuhlmanT.FarringtonJ. (2010). What is sustainability? Sustainability2 (11), 3436–3448. doi: 10.3390/su2113436
37
KurianM. (2017). The water-energy-food nexus: Trade-offs, thresholds and transdisciplinary approaches to sustainable development. Environ. Sci. Policy68, 97–106. doi: 10.1016/j.envsci.2016.11.006
38
LeserS. (2013). The 2013 FAO report on dietary protein quality evaluation in human nutrition: Recommendations and implications. Nutr. Bull.38 (4), 421–428. doi: 10.1111/nbu.12063
39
LetelierP.Aguirre-VillegasH. A.Chacón NavarroM.WattiauxM. A. (2022a). Milk, meat, and human edible protein from dual-purpose cattle in Costa Rica: Impact of functional unit and co-product handling methods on predicted enteric methane allocation. Livestock Sci.263, 105013. doi: 10.1016/j.livsci.2022.105013
40
LetelierP.ZantonG. I.WattiauxM. A. (2022b). Production performance of Holstein cows at 4 stages of lactation fed 4 dietary crude protein concentrations. J. Dairy Sci.105, 9581–9596. doi: 10.3168/jds.2022-22146
41
LobosN. E.WattiauxM. A.BroderickG. A. (2021). Effect of rumen-protected lysine supplementation of diets based on corn protein fed to lactating dairy cows. J. Dairy Sci.104 (6), 6620–6632. doi: 10.3168/jds.2020-19835
42
MartinN. P.RusselleM. P.PowellJ. M.SniffenC. J.SmithS. I.TricaricoJ. M.et al. (2017). Invited review: Sustainable forage and grain crop production for the US dairy industry. J. Dairy Sci.100 (12), 9479–9494. doi: 10.3168/jds.2017-13080
43
MazzettoA. M.FalconerS.LedgardS. (2022). Mapping the carbon footprint of milk production from cattle: A systematic review. J. Dairy Sci.105 (12), 9713–9725. doi: 10.3168/jds.2022-22117
44
MillerG. D.KanterM.RyckenL.ComerfordK. B.GardnerN. M.BrownK. A. (2021). Food systems transformation for child health and well-being: the essential role of dairy. Int. J. Environ. Res. Public Health18 (19), 14. doi: 10.3390/ijerph181910535
45
MillerG. D.SlimkoM.TricaricoJ.PeerlessD. (2020). Food system sustainability: A dairy perspective. Nutr. Today55 (2), 82–85. doi: 10.1097/NT.0000000000000401
46
MottetA.BickslerA.LucantoniD.De RosaF.ScherfB.ScopelE.et al. (2020). Assessing transitions to sustainable agricultural and food systems: A tool for agroecology performance evaluation (TAPE). Front. Sustain. Food Syst.4, 252. doi: 10.3389/fsufs.2020.579154
47
MunidasaS.EckardR.SunX.CullenB.McGillD.ChenD.et al. (2021). Challenges and opportunities for quantifying greenhouse gas emissions through dairy cattle research in developing countries. J. Dairy Res.88 (1), 3–7. doi: 10.1017/S0022029921000182
48
NaranjoA.JohnsonA.RossowH.KebreabE.. (2020). Greenhouse gas, water, and land footprint per unit of production of the California dairy industry over 50 years. J. Dairy Sci.103 (4), 3760–3773. doi: 10.3168/jds.2019-16576
49
PatelM.SonessonU.HessleA. (2016). Upgrading plant amino acids through cattle to improve the nutritional value for humans: effects of different production systems. animal11 (3), 519–528. doi: 10.1017/S1751731116001610
50
PellerinD.CharbonneauE.Fadul-PachecoL.SoucyO.WattiauxM. A. (2017). Economic effect of reducing nitrogen and phosphorus mass balance on Wisconsin and quèbec dairy farms. J. Dairy Sci.100 (10), 8614–8629. doi: 10.3168/jds.2016-11984
51
PetersonH. C. (2013). “Chapter 1 sustainability: A wicked problem,” in Sustainability of animal agriculture. Ed. KebreabE. (Boston, MA: CABI International), 1–9.
52
PohlC. (2011). What is progress in transdisciplinary research? Futures43 (6), 618–626. doi: 10.1016/j.futures.2011.03.001
53
PowellJ. M.BarrosT.DanesM.AguerreM.WattiauxM.ReedK. (2017). Nitrogen use efficiencies to grow, feed, and recycle manure from the major diet components fed to dairy cows in the USA. Agriculture Ecosyst. Environ.239, 274–282. doi: 10.1016/j.agee.2017.01.023
54
ReganoldJ. P.Jackson-SmithD.BatieS. S.HarwoodR. R.KornegayJ. L.BucksD.et al. (2011). Transforming U.S. agriculture. Science332 (6030), 670–671. doi: 10.1126/science.1202462
55
RuggerioC. A. (2021). Sustainability and sustainable development: A review of principles and definitions. Sci. Total Environ.786, 147481. doi: 10.1016/j.scitotenv.2021.147481
56
SalouT.Le MouëlC.van der WerfH. M. G. (2017). Environmental impacts of dairy system intensification: the functional unit matters! J. Cleaner Prod.140, 445–454. doi: 10.1016/j.jclepro.2016.05.019
57
SchianoA. N.DrakeM. A. (2021). Invited review: Sustainability: Different perspectives, inherent conflict. J. Dairy Sci.104 (11), 11386–11400. doi: 10.3168/jds.2021-20360
58
SchwabC. G.BroderickG. A. (2017). A 100-year review: Protein and amino acid nutrition in dairy cows. J. Dairy Sci.100 (12), 10094–10112. doi: 10.3168/jds.2017-13320
59
SegerkvistK. A.HanssonH.SonessonU.GunnarssonS. (2020). Research on environmental, economic, and social sustainability in dairy farming: A systematic mapping of current literature. Sustainability (Basel, Switzerland)12 (14), 5502. doi: 10.3390/su12145502
60
ShrivastavaP.Stafford SmithM.O’BrienK.ZsolnaiL. (2020). Transforming sustainability science to generate positive social and environmental change globally. One Earth2 (4), 329–340. doi: 10.1016/j.oneear.2020.04.010
61
SijpestijnG. F.WezelA.ChrikiS. (2022). Can agroecology help in meeting our 2050 protein requirements? Livestock Sci.256, 104822. doi: 10.1016/j.livsci.2022.104822
62
SpangheroM.KowalskiZ. M. (2021). Updating analysis of nitrogen balance experiments in dairy cows. J. Dairy Sci.104 (7), 7725–7737. doi: 10.3168/jds.2020-19656
63
SpekJ. W.DijkstraJ.DuinkerkenG.v.HendriksW. H.BanninkA. (2013). Prediction of urinary nitrogen and urinary urea nitrogen excretion by lactating dairy cattle in northwestern Europe and north America: a meta-analysis. J. Dairy Sci.96 (7), 4310–4322. doi: 10.3168/jds.2012-6265
64
SteffenW.RichardsonK.RockströmJ.CornellS.E.FetzerI.BennettE. M.et al. (2015). Planetary boundaries: Guiding human development on a changing planet. Science347 (6223), 736–736. doi: 10.1126/science.aaa9629
65
ThompsonP. B. (2020). “Biotechnology, policy and the problem of unintended consequences: The case of rBST,” in Food and agrcultural biotechnology in ehtical perspective, 3rd ed (Cham, Switzerland: Springer Nature), 53–77.
66
ThorntonP. K.HerreroM. (2015). Adapting to climate change in the mixed crop and livestock farming systems in sub-Saharan Africa. Nat. Climate Change5 (9), 830–836. doi: 10.1038/nclimate2754
67
TilmanD.ClarkM. (2014). Global diets link environmental sustainability and human health. Nature515 (7528), 518–522. doi: 10.1038/nature13959
68
UN (2021) United nations food summit 2021 scientific group reports. Available at: https://www.un.org/en/food-systems-summit/documentation (Accessed December 28 2022).
69
UN-DESA (2022) The 17 goals (New York: UNDESA (United Nations Department of Economic and Social Affairs). Available at: https://sdgs.un.org/goals (Accessed December 19, 2022).
70
UN-SD (2022) SDG indicators: Global indicator framework for the sustainable development goals and targets of the 2030 agenda for sustainable development (New York: UNSD (United Nations Statisitcs Division). Available at: https://unstats.un.org/sdgs/indicators/indicators-list/ (Accessed December 13, 2022).
71
UN-WCED (1987) Report of the world commission on environment and development: Our common future. Available at: https://sustainabledevelopment.un.org/content/documents/5987our-common-future.pdf (Accessed December 27 2022).
72
USDA-NAL (1999) Sustainable agriculture: Definitions of terms. special reference briefs series no. SRB 99-02 (USDA-NAL (United States Department of Agriculture - National Agricultural Library). Available at: https://www.nal.usda.gov/afsic/sustainable-agriculture-definitions-and-terms (Accessed December 19, 2022).
73
van HalO.de BoerI. J. M.MullerA.de VriesS.ErbK. H.SchaderC.et al. (2019). Upcycling food leftovers and grass resources through livestock: Impact of livestock system and productivity. J. Cleaner Prod.219, 485–496. doi: 10.1016/j.jclepro.2019.01.329
74
von KeyserlingkM. A. G.MartinN. P.KebreabE.KnowltonK. F.GrantR. J.StephensonM.et al. (2013). Invited review: Sustainability of the US dairy industry. J. Dairy Sci.96 (9), 5405–5425. doi: 10.3168/jds.2012-6354
75
WattiauxM. A. (2017). “Dairy sector across the world: National trends and opportunity for sustainable growth,” in Large Dairy herd management. Ed. BeedeD. K. (Champaign, IL: American Dairy Science Association), 1–18.
76
WearyD. M.von KeyserlingkM. A. G. (2017). Public concerns about dairy-cow welfare: how should the industry respond? Anim. Prod. Sci.57 (7), 1201–1209. doi: 10.1071/AN16680
77
WeilerV.UdoH. M. J.VietsT.CraneT. A.De BoerI. J. M. (2014). Handling multi-functionality of livestock in a life cycle assessment: the case of smallholder dairying in Kenya. Curr. Opin. Environ. Sustain.8, 29–38. doi: 10.1016/j.cosust.2014.07.009
78
WilkinsonJ. M.LeeM. R. F. (2018). Review: Use of human-edible animal feeds by ruminant livestock. Animal12 (8), 1735–1743. doi: 10.1017/S175173111700218X
79
WillettW.RockströmJ.LokenB.SpringmannM.LangT.VermeulenS.et al. (2019). Food in the anthropocene: the EAT–lancet commission on healthy diets from sustainable food systems. Lancet393 (10170), 447–492. doi: 10.1016/S0140-6736(18)31788-4
80
WilmerH.DernerJ. D.Fernández-GiménezM. E.BriskeD. D.AugustineD. J.PorenskyL. M. (2018). Collaborative adaptive rangeland management fosters management-science partnerships. Rangeland Ecol. Manage.71 (5), 646–657. doi: 10.1016/j.rama.2017.07.008
81
YorkL.HeffernanC.RymerC. (2018). A systematic review of policy approaches to dairy sector greenhouse gas (GHG) emission reduction. J. Cleaner Prod.172, 2216–2224. doi: 10.1016/j.jclepro.2017.11.190
82
ZehetmeierM.BaudraccoJ.HoffmannH.HeißenhuberA. (2012). Does increasing milk yield per cow reduce greenhouse gas emissions? a system approach. animal6 (1), 154–166. doi: 10.1017/S1751731111001467
Summary
Keywords
research methods, milk carbon footprint, climate change, nitrogen, human edible protein, developing countries, low-income countries, high-income countries
Citation
Wattiaux MA (2023) Sustainability of dairy systems through the lenses of the sustainable development goals. Front. Anim. Sci. 4:1135381. doi: 10.3389/fanim.2023.1135381
Received
31 December 2022
Accepted
14 February 2023
Published
07 March 2023
Volume
4 - 2023
Edited by
Melissa Duplessis, Agriculture and Agri-Food Canada (AAFC), Canada
Reviewed by
John Moreki, Botswana University of Agriculture and Natural Resources, Botswana
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Copyright
© 2023 Wattiaux.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Michel A. Wattiaux, wattiaux@wisc.edu
This article was submitted to Animal Nutrition, a section of the journal Frontiers in Animal Science
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