INTENSIFICATION OF GRASSLAND-BASED DAIRY PRODUCTION AND ITS IMPACTS ON LAND, NITROGEN AND PHOSPHORUS USE EFFICIENCIES
Jouke OENEMA, Oene OENEMA
INTENSIFICATION OF GRASSLAND-BASED DAIRY PRODUCTION AND ITS IMPACTS ON LAND, NITROGEN AND PHOSPHORUS USE EFFICIENCIES
• Monitoring data of>5000 dairy farms collected and examined in uniform manner.
• Environmental performances of farms influenced by government regulations.
• N and P surpluses at farm level remained about constant with intensity level.
• N and P use efficiencies at farm, herd and soil increased with intensity level.
• Accounting for externalization of off-farm feed production affects NUE and PUE.
• Ammonia emissions per kg milk decreased with the level of intensification.
Many grassland-based dairy farms are intensifying production, i.e., produce more milk per ha of land in response to the increasing demand for milk (by about 2% per year) in a globalized market. However, intensive dairy farming has been implicated for its resources use, ammonia and greenhouse gas emissions, and eutrophication impacts. This paper addresses the question of how the intensity of dairy production relates to N and P surpluses and use efficiencies on farms subjected to agri-environmental regulations. Detailed monitoring data were analyzed from 2858 grassland-based dairy farms in The Netherlands for the year 2015. The farms produced on average 925 Mg·yr−1 milk. Milk production per ha ranged from<10 to>30 Mg·ha−1·yr−1. Purchased feed and manure export strongly increased with the level of intensification. Surpluses of N and P at farm level remained constant and ammonia emissions per kg milk decreased with the level of intensification. In conclusion, N and P surpluses did not differ much among dairy farms greatly differing in intensity due to legal N and P application limits and obligatory export of manure surpluses to other farms. Further, N and P use efficiencies also did not differ among dairy farms differing in intensity provided the externalization of feed production was accounted for. This paper provides lessons for proper monitoring and control of N and P cycling in dairy farming.
ammonia / externalization / feed / forage maize / front runners / manure production / milk yield / nitrogen surplus
[1] |
Organisation for Economic Co-operation and Development-Food and Agriculture Organization of United Nation (OECD-FAO). OECD-FAO Agricultural Outlook 20182027. Chapter 7: dairy and dairy products, 2018 doi:10.1787/agr_outlook-2018-en
|
[2] |
International Dairy Federation (IDF). The world dairy situation 2018. Bulletin of the International Dairy Federation, 2018, 494, 199
|
[3] |
Bai Z, Lee M R F, Ma L, Ledgard S, Oenema O, Velthof G L, Ma W, Guo M, Zhao Z, Wei S, Li S, Liu X, Havlík P, Luo J, Hu C, Zhang F. Global environmental costs of China’s thirst for milk. Global Change Biology, 2018, 24(5): 2198–2211
CrossRef
Pubmed
Google scholar
|
[4] |
Gerber P J, Vellinga T V, Opio C, Steinfeld H. Productivity gains and greenhouse gas emissions intensity in dairy systems. Livestock Science, 139(1–2): 100–108 doi:10.1016/j.livsci.2011.03.012
|
[5] |
Powell J M, Rotz C A. Measures of nitrogen use efficiency and nitrogen loss from dairy production systems. Journal of Environmental Quality, 2015, 44(2): 336–344
CrossRef
Pubmed
Google scholar
|
[6] |
Westhoek H, Lesschen J P, Rood T, Wagner S, De Marco A, Murphy-Bokern D, Leip A, van Grinsven H, Sutton M A, Oenema O. Food choices, health and environment: effects of cutting Europe’s meat and dairy intake. Global Environmental Change, 2014, 26: 196–205
CrossRef
Google scholar
|
[7] |
Anonymous. International Milk Price Comparison. The Hague, the Netherlands: LTO Nederland, 2018
|
[8] |
Alexandratos N, Bruinsma J. World agriculture towards 2030/2050: the 2012 revision. ESA Working paper.Rome, Italy: Food and Organization of the United Nations, 2012, 12–03
|
[9] |
Goulding K, Jarvis S, Whitmore A. Optimizing nutrient management for farm systems. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 2008, 363(1491): 667–680
CrossRef
Pubmed
Google scholar
|
[10] |
Godfray H C J, Beddington J R, Crute I R, Haddad L, Lawrence D, Muir J F, Pretty J, Robinson S, Thomas S M, Toulmin C. Food security: the challenge of feeding 9 billion people. Science, 2010, 327(5967): 812–818
CrossRef
Pubmed
Google scholar
|
[11] |
Sutton M A, Bleeker A, Howard C M, Bekunda M, Grizzetti B, de Vries W, van Grinsven H J M, Abrol Y P, Adhya T K, Billen G, Davidson E A, Datta A, Diaz R, Erisman J W, Liu X J, Oenema O, Palm C, Raghuram N, Reis S, Scholz R W, Sims T, Westhoek H, Zhang F S. Our Nutrient World: the challenge to produce more food and energy with less pollution. Global Overview of Nutrient Management. Centre for Ecology and Hydrology, Edinburgh on behalf of the Global Partnership on Nutrient Management and the International Nitrogen Initiative. Edinburgh, UK: Centre for Ecology and Hydrology (CEH), 2013
|
[12] |
Cassman K G. Ecological intensification of cereal production systems: yield potential, soil quality, and precision agriculture. Proceedings of the National academy of Sciences of the Unitied States of America, 1999, 96(11): 5952–5959
|
[13] |
Garnett T, Appleby M C, Balmford A, Bateman I J, Benton T G, Bloomer P, Burlingame B, Dawkins M, Dolan L, Fraser D, Herrero M, Hoffmann I, Smith P, Thornton P K, Toulmin C, Vermeulen S J, Godfray H C J. Sustainable intensification in agriculture: premises and policies. Science, 2013, 341(6141): 33–34
CrossRef
Pubmed
Google scholar
|
[14] |
Clay N, Garnett T, Lorimer J. Dairy intensification: drivers, impacts and alternatives. Ambio, 2020, 49(1): 35–48
CrossRef
Pubmed
Google scholar
|
[15] |
Bos F F P, Smit A L, Schröder J J. Is agricultural intensification in the Netherlands running up to its limits? NJAS Wageningen Journal of Life Sciences, 2013, 66: 65–73
CrossRef
Google scholar
|
[16] |
Food and Agriculture Organization of the United Nations (FAO). Innovation in family farming. The State of Food and Agriculture. Rome, Italy:Food and Agriculture Organization of the United Nations, 2014
|
[17] |
McElwee G. Farmers as entrepreneurs: developing competitive skills. Journal of Developmental Entrepreneurship, 2006, 11(3): 187–206
CrossRef
Google scholar
|
[18] |
Anderson K. Globalization’s effects on world agricultural trade, 1960–2050. Philosophical Transaction of the Royal Society B, 2010, 365(1554): 3007–3021
CrossRef
Pubmed
Google scholar
|
[19] |
Ondersteijn C J M, Harsh S B, Giesen G W J, Beldman A C G, Huirne R B M. Management strategies on Dutch dairy farms to meet environmental regulations: a multi-case study. Netherlands Journal of Agricultural Science, 2002, 50(1): 47–65
|
[20] |
Oenema O, de Klein C, Alfaro M. Intensification of grassland and forage use: driving forces and constraints. Crop & Pasture Science, 2014, 65(6): 524–537
CrossRef
Google scholar
|
[21] |
Van der Ploeg J D. The New Peasantries. Struggles for Autonomy and Sustainability in an Era of Empire and Globalization. London and Sterling, VA: Earthscan Publisher, 2009, 356
|
[22] |
Quemada M, Lassaletta L, Jensen L S, Godinot O, Brentrup F, Buckley C, Foray S, Hvid S K, Oenema J, Richards K G, Oenema O. Exploring nitrogen indicators of farm performance among farm types across several European case studies. Agricultural Systems, 2020, 177: 102689
CrossRef
Google scholar
|
[23] |
De Klein C A M, Monaghan R M, Alfaro M A, Gourley C J P, Oenema O, Powell J M. Nitrogen performance indicators for dairy production systems. Soil Research, 2017, 55(6): 479–488
CrossRef
Google scholar
|
[24] |
Schröder J J, Neeteson J J. Nutrient management regulations in the Netherlands. Geoderma, 2008, 144(3–4): 418–425
CrossRef
Google scholar
|
[25] |
Van der Woud A. Landscape and People – Netherlands 1850–1940. Prometheus Amsterdam, 2020, 445 (in Dutch)
|
[26] |
Aarts H F M. Resource management in a ‘De Marke’ dairy farming system. Dissertation for the Doctoral Degree. Wageningen, the Netherlands: Wageningen University, 2000
|
[27] |
Verloop J. Limits of effective nutrient management in dairy farming: analyses of experimental farm De Marke. Dissertation for the Doctoral Degree. Wageningen, the Netherlands: Wageningen University, 2013
|
[28] |
Oenema J. Transitions in nutrient management on commercial pilot farms in the Netherlands. Dissertation for the Doctoral Degree. Wageningen, the Netherlands: Wageningen University, 2013
|
[29] |
Oenema J, van Keulen H, Schils R L M, Aarts H F M. Participatory farm management adaptations to reduce environmental impact on commercial pilot dairy farms in the Netherlands. Netherlands Journal of Agricultural Science, 2011, 58(1–2): 39–48
|
[30] |
Oenema J, Burgers S, van Keulen H, van Ittersum M. Stochastic uncertainty and sensitivities of nitrogen flows on dairy farms in The Netherlands. Agricultural Systems, 2015, 137: 126–138
CrossRef
Google scholar
|
[31] |
Oenema J, Šebek L B, Schröder J J, Verloop J, de Haan M H A, Hilhorst G J. Testing of the KringloopWijzer: measured and calculated nitrogen and phosphorus yields in harvested crops and measured and calculated production of manure nitrogen and phosphorus on dairy farms. Rapport WPR-689, Wageningen, the Netherlands: Wageningen Plant Research, 2017 (in Dutch)
|
[32] |
Aarts H F M, Biewinga E E, van Keulen H. Dairy farming systems based on efficient nutrient management. Netherlands Journal of Agricultural Science, 1992, 40(3): 285–299
CrossRef
Google scholar
|
[33] |
Van Keulen H, Aarts H F M, Habekotté B, van der Meer H G, Spiertz J H J. Soil-plant-animal relations in nutrient cycling: the case of dairy farming system ‘De Marke’. European Journal of Agronomy, 2000, 13(2–3): 245–261
CrossRef
Google scholar
|
[34] |
Schröder J J, Aarts H F M, ten Berge H F M, van Keulen H, Neeteson J J. An evaluation of whole-farm nitrogen balances and related indices for efficient nitrogen use. European Journal of Agronomy, 2003, 20(1–2): 33–44
CrossRef
Google scholar
|
[35] |
De Vries M, Van Dijk W, De Boer J, De Haan M H A, Oenema J, Verloop J, Lagerwerf L A. Calculation rules of the Annual Nutrient Cycling Assessment (ANCA) 2019, background information about farm-specific excretion parameters (update of ANCA report 2018). Wageningen, the Netherlands: Wageningen Livestock Research, 2020, 1279
CrossRef
Google scholar
|
[36] |
VSNi. Genstat for Windows 19th Edition. Hemel Hempstead, UK: VSN International (VSNi), 2019
|
[37] |
Ott R L, Longnecker M. An introduction to statistical methods and data analysis. 6th ed. Florence, Italy: Cengage, 2010
|
[38] |
Verloop J, Boumans L J M, van Keulen H, Oenema J, Hilhorst G J, Aarts H F M, Sebek L B J. Reducing nitrate leaching to groundwater in an intensive dairy farming system. Nutrient cycling and the environment, 2006, 74: 59–74
|
[39] |
Oenema J, Burgers S L G E, Verloop J, Hooijboer A, Boumans L J M, ten Berge H F M. Multi-scale effects of farm management and soil and climatic conditions on nitrate leaching in intensive dairy farming systems in the Netherlands. Journal of Environmental Quality, 2010, 39(6): 2016–2028
CrossRef
Pubmed
Google scholar
|
[40] |
Evershed R P, Payne S, Sherratt A G, Copley M S, Coolidge J, Urem-Kotsu D, Kotsakis K, Ozdoğan M, Ozdoğan A E, Nieuwenhuyse O, Akkermans P M M G, Bailey D, Andeescu R R, Campbell S, Farid S, Hodder I, Yalman N, Ozbaşaran M, Biçakci E, Garfinkel Y, Levy T, Burton M M. Earliest date for milk use in the Near East and southeastern Europe linked to cattle herding. Nature, 2008, 455(7212): 528–531
CrossRef
Pubmed
Google scholar
|
[41] |
Bieleman J. Five Centuries of Farming – A short History of Dutch Agriculture 1500–2000. Mansholt publication series, volume 8. Wageningen: Wageningen Academic Publishers, 2010, 369
|
[42] |
Kuipers A, Klopcic M, Thomas Cs. Knowledge transfer in cattle husbandry: New management practices, attitudes and adaptation. The Netherlands: Wageningen Academic Publishers, EAAP publication, 2005, 117
|
[43] |
Van Horne P, Prins H. Development of dairy farming in the Netherlands in the period 1960–2000. Report 2.02.07. The Hague: Agricultural Economics Research Institute (LEI), 2002
|
[44] |
Velthof G L, Lesschen J P, Webb J, Pietrzak S, Miatkowski Z, Pinto M, Kros J, Oenema O. The impact of the Nitrates Directive on nitrogen emissions from agriculture in the EU-27 during 2000-2008. Science of the Total Environment, 2014, 468–469: 1225–1233
CrossRef
Pubmed
Google scholar
|
[45] |
Van Berkum S, de Bont C J A M, Helmingen J H, van Everdingen W.European dairy policy in the years to come: ways to quota abolition. Report 6.06.12. The Hague:Agricultural Economics Research Institute (LEI),2006 (in Dutch)
|
[46] |
Huettel S, Jongeneel R. How has the EU milk quota affected patterns of herd-size change? European Review of Agriculture Economics, 2011, 38(4): 497–527
CrossRef
Google scholar
|
[47] |
Klootwijk C W, Van Middelaar C E, Berentsen P B M, de Boer I J M. Dutch dairy farms after milk quota abolition: economic and environmental consequences of a new manure policy. Journal of Dairy Science, 2016, 99(10): 8384–8396
CrossRef
Pubmed
Google scholar
|
[48] |
FrieslandCampina (RFC). Foqus planet: quality and safety in the chain. Amersfoort. Available at RFC website on December 20, 2020
|
[49] |
De Boer I J M, van Ittersum M K. Circularity in agricultural production. Wageningen, the Netherlands: Wageningen University and Research, 2018
|
[50] |
Alvarez A, del Corral J, Solís D, Pérez J A. Does intensification improve the economic efficiency of dairy farms? Journal of Dairy Science, 2008, 91(9): 3693–3698
CrossRef
Pubmed
Google scholar
|
[51] |
Zimmermann A, Heckelei T. Structural change of European Dairy Farm—A cross-regional analysis. Journal of Agricultural Economics, 2012, 63(3): 576–603
CrossRef
Google scholar
|
[52] |
Beukes P C, Scarsbrook M R, Gregorini P, Romera A J, Clark D A, Catto W. The relationship between milk production and farm-gate nitrogen surplus for the Waikato region, New Zealand. Journal of Environmental Management, 2012, 93(1): 44–51
CrossRef
Pubmed
Google scholar
|
[53] |
Stott K J, Gourley C J P. Intensification, nitrogen use and recovery in grazing-based dairy systems. Agricultural Systems, 2016, 144: 101–112
CrossRef
Google scholar
|
[54] |
Nevens F, Verbruggen I, Reheul D, Hofman G. Farm gate nitrogen surpluses and nitrogen use efficiency of specialized dairy farms in Flanders: evolution and future goals. Agricultural Systems, 2006, 88(2–3): 142–155
CrossRef
Google scholar
|
[55] |
Powell J M, Gourley C J P, Rotz C A, Weaver D M. Nitrogen use efficiency: a potential performance indicator and policy tool for dairy farms. Environmental Science & Policy, 2010, 13(3): 217–228
CrossRef
Google scholar
|
[56] |
Vellinga T V, Blonk H, Marinussen M, van Zeist W J, de Boer I J M, Starmans D. Methodology used in FeedPrint: a tool quantifying greenhouse gas emissions of feed production and utilization. Report 674. Praktijkrapport. Rundvee, Paarden, Schapen, Geiten, 2012, 108
|
[57] |
Zhang X, Davidson E A, Mauzerall D L, Searchinger T D, Dumas P, Shen Y. Managing nitrogen for sustainable development. Nature, 2015, 528(7580): 51–59
CrossRef
Pubmed
Google scholar
|
[58] |
Spears R A, Young A J, Kohn R A. Whole-farm phosphorus balance on western dairy farms. Journal of Dairy Science, 2003, 86(2): 688–695
CrossRef
Pubmed
Google scholar
|
[59] |
Gourley C J P, Dougherty W J, Weaver D M, Aarons S R, Awty I M, Gibson D M, Hannah M C, Smith A P, Peverill K I. Farm-scale nitrogen, phosphorus, potassium and sulphur balances and use efficiencies on Australian dairy farms. Animal Production Science, 2012, 52(10): 929–944
CrossRef
Google scholar
|
[60] |
Pearce A, Maguire R. The state of phosphorus balance on 58 Virginia dairy farms. Journal of Environmental Quality, 2020, 49(2): 324–334
CrossRef
Pubmed
Google scholar
|
[61] |
Gourley C J P, Aarons S R, Powell J M. Nitrogen use efficiency and manure management practices in contrasting dairy production systems. Agriculture, Ecosystems & Environment, 2012, 147(1): 73–81
CrossRef
Google scholar
|
[62] |
Schoumans O F, Chardon W J. Phosphate saturation degree and accumulation of phosphate in various soil types in the Netherlands. Geoderma, 2015, 237–238: 325–335
CrossRef
Google scholar
|
[63] |
Schoumans O F, Chardon W J, Bechmann M E, Gascuel-Odoux C, Hofman G, Kronvang B, Rubæk G H, Ulén B, Dorioz J M. Mitigation options to reduce phosphorus losses from the agricultural sector and improve surface water quality: a review. Science of the Total Environment, 2014, 468– 469: 1255–1266
CrossRef
Pubmed
Google scholar
|
[64] |
Van Middelkoop J C, van der Salm C, Ehlert P A I, de Boer I J M, Oenema O. Does balanced phosphorus fertilisation sustain high herbage yields and phosphorus contents in alternately grazed and mown pastures? Nutrient Cycling in Agroecosystems, 2016, 106(1): 93–111
CrossRef
Google scholar
|
[65] |
Bittman S, Dedina M, Howard C M, Oenema O, Sutton M A. Options for Ammonia Mitigation: Guidance from the UNECE Task Force on Reactive Nitrogen. Edinburgh, UK: Centre for Ecology and Hydrology, 2014
|
[66] |
Mendes L B, Pieters J G, Snoek D, Ogink N W M, Brusselman E, Demeyer P. Reduction of ammonia emissions from dairy cattle cubicle houses via improved management- or design-based strategies: a modeling approach. Science of the Total Environment, 2017, 574: 520–531
CrossRef
Pubmed
Google scholar
|
[67] |
van den Pol-van Dasselaar A, Vellinga T V, Heiligenberg H, Johansen A, Kennedy E. To graze or not to graze, that’s the question. Grassland Science in Europe, 2008, 13: 706–716
|
[68] |
Schils R, Philipsen B, Hoekstra N, Holshof G, Zom R, Hoving I, van Reenen K, Stienezen M, Klootwijk C, van der Werf J, Sebek L, van Eekeren N, van Dixhoorn I, van den Pol-van Dasselaar A. Amazing grazing: a public and private partnership to stimulate grazing practices in intensive dairy systems. Sustainability, 2019, 11(20): 5868
CrossRef
Google scholar
|
[69] |
Vandehaar M J. Efficiency of nutrient use and relationship to profitability on dairy farms. Journal of Dairy Science, 1998, 81(1): 272–282
CrossRef
Pubmed
Google scholar
|
[70] |
Dalgaard T, Hansen B, Hasler B, Hertel O, Hutchings N J, Jacobsen B H, Stoumann Jensen L, Kronvang B, Olesen J E, Schjørring J K, Sillebak Kristensen I, Graversgaard M, Termansen M, Vejre H. Policies for agricultural nitrogen management – trends, challenges and prospects for improved efficiency in Denmark. Environmental Research Letters, 2014, 9(11): 115002
CrossRef
Google scholar
|
[71] |
Cela S, Ketterings Q M, Soberon M, Rasmussen C N, Czymmek K J. Upper Susquehanna watershed and New York State improvements in nitrogen and phosphorus mass balances of dairy farms. Journal of Soil and Water Conservation, 2017, 72(1): 1–11
CrossRef
Google scholar
|
[72] |
Cela S, Ketterings Q M, Czymmek K, Soberon M, Rasmussen C. Long-term trends of nitrogen and phosphorus mass balances on New York State dairy farms. Journal of Dairy Science, 2015, 98(10): 7052–7070
CrossRef
Pubmed
Google scholar
|
[73] |
Soberon M A, Cela S, Ketterings Q M, Rasmussen C N, Czymmek K J. Changes in nutrient mass balances over time and related drivers for 54 New York State dairy farms. Journal of Dairy Science, 2015, 98(8): 5313–5329
CrossRef
Pubmed
Google scholar
|
[74] |
Goodlass G, Halberg N, Verschuur G. Input output accounting systems in the European community—an appraisal of their usefulness in raising awareness of environmental problems. European Journal of Agronomy, 2003, 20(1–2): 17–24
CrossRef
Google scholar
|
[75] |
Gourley C J P, Powell J M. Nutrient Management Approaches and Tools for Dairy Farms in Australia and the U.S. Babcock Institute Discussion Paper No. 2007–4. International Dairy Research and Development, University of Wisconsin-Madison, 2007, 49
|
[76] |
Franzluebbers A, Hunt D, Telford G, Bittman S, Ketterings Q M. Integrated crop-livestock systems: lessons from New York, British Columbia, and the south-eastern United States. Frontiers of Agricultural Science and Engineering, 2021 [Published Online] doi:10.15302/J-FASE-2020365
|
[77] |
Schils R L M, de Haan M H A, Hemmer J G A, van den Pol-van Dasselaar A, de Boer J A, Evers A G, Holshof G, van Middelkoop J C, Zom R L G. DairyWise, a whole-farm dairy model. Journal of Dairy Science, 2007, 90(11): 5334–5346
CrossRef
Pubmed
Google scholar
|
/
〈 | 〉 |