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Maximize Your Dairy Farm’s Profit: Insights from the 2021 Nutrient Requirements Report

Discover how the 2021 Nutrient Requirements of Dairy Cattle can boost your farm’s profitability. Are you feeding your cows optimally for maximum milk yield and quality?

Imagine running a business where nearly 60% of your expenses come from one thing. Dairy farmers face this, with feed costs taking up a large part of their budget. But here’s the empowering part: understanding how feeding practices impact a dairy farm’s economic outcomes is not just essential, it’s a game-changer. By optimizing feed to boost milk quality and yield, and at the same time, managing costs, dairy farmers can significantly improve their farm profitability and sustainability. 

The dairy industry has transformed significantly over the past 20 years due to advancements in genetics, management practices, and nutritional research. Reflecting these changes, the National Academies of Science, Engineering, and Medicine (NASEM) released the eighth edition of the Nutrient Requirements of Dairy Cattle in December 2021. This update, succeeding guidelines from 2001, incorporates the latest scientific insights and innovations to enhance dairy cow health, productivity, and profitability.

Understanding the nutrient requirements of dairy cattle is crucial for optimizing feed efficiency, improving milk production quality, reducing environmental impact, and ultimately ensuring dairy operations’ overall profitability and sustainability.

The Evolution of Dairy Nutrition: Adapting to Genetic Enhancements and Technological Innovations 

YearAverage Milk Yield per Cow (liters/year)Average Butterfat Content (%)Average Protein Content (%)
20017,8003.63.2
20068,4003.73.3
20118,9003.83.3
20169,3003.93.4
20219,7004.03.5

Over the past two decades, the dairy industry has undergone significant transformations thanks to advancements in cow genetics, management practices, research, and productivity. These changes have deepened our understanding of dairy cow nutrition, making it more intricate but also more impactful on farm profitability and cow health. For instance, in the early 2000s, the focus was on increasing milk yield, but now, we’re also considering factors like cow health, environmental impact, and feed efficiency. 

Selective breeding has enhanced traits such as milk yield, disease resistance, and cow longevity. These genetic improvements have increased productivity and made herds more resilient. 

Management practices have evolved with technological innovations, such as precision farming tools, automated milking systems, and real-time health monitoring, which help optimize cow welfare and milk production. 

The research landscape has expanded, generating data translated into practical feeding strategies. This has led to sophisticated models that accurately predict outcomes, reflecting the complexity of dairy cow nutrition. 

Increased productivity necessitates a nuanced understanding of nutritional requirements. Modern cow diets must meet heightened metabolic demands while ensuring rumen health and overall well-being

The growing complexity of dairy cow nutrition underscores our need for precise feeding strategies. These strategies, when implemented effectively, can support and enhance the advanced genetic and productive capabilities of today’s dairy cows. They are not just tools, but a source of enlightenment and motivation for dairy farmers and nutritionists.

Navigating the Microbial Frontier: Insights into Rumen Function and Precision Feeding

Amidst the evolving landscape of dairy nutrition, our understanding of rumen microbial function has advanced significantly. Two decades ago, we had a rudimentary grasp of the microbial intricacies within the rumen. Today, our insights have deepened, highlighting the critical symbiosis between the cow and its rumen microbes for optimizing milk production and overall health. This understanding has led to the development of precision feeding strategies that take into account the cow’s specific microbial needs. 

Recent advancements in rumen microbial nutrition have revealed the complexities of microbial populations and their intricate interactions with dietary components. We now recognize the essential role of specific microbial communities in breaking down complex carbohydrates, fermenting fibers, and synthesizing vital volatile fatty acids. This nuanced understanding has shifted feeding practices towards precision feeding strategies, which involve tailoring the diet to the cow’s specific needs, thus optimizing feed utilization and cow health. 

The integration of predictive models has been pivotal. By simulating rumen fermentation processes, we can forecast nutrient outflow with greater accuracy, fine-tuning diets to meet the cow’s needs more effectively. This helps balance nutrition while mitigating issues like acidosis, thus safeguarding rumen health. 

These models factor in the degradability of dietary components, the interaction of forage fibers, and the impact of particle size on fermentation rates. This complexity provides a framework for nutritionists to precisely calibrate diets, enhancing milk yields without compromising health. Such advancements underscore the importance of improved rumen microbial function understanding in modern dairy farming. By adopting the NASEM guidelines, dairy farmers can feel reassured and confident in their farming practices, knowing that they are backed by the latest scientific research.

Redefining Dietary Fiber: The Critical Role of Physically Adjusted Neutral Detergent Fiber (paNDF) in Rumen Health 

The concept of physically adjusted neutral detergent fiber (paNDF) represents a significant leap in understanding fiber’s role in rumen health. It specifically addresses how fiber’s physical characteristics maintain the optimal rumen pH necessary for efficient digestion. In simpler terms, paNDF is a measure of the fiber’s physical properties, such as its size and how easily it breaks down, which are crucial for maintaining a healthy rumen environment. 

PaNDF factors in critical elements:

  • Forage NDF (fiber from forage)
  • Fiber fragility (ease of breakdown)
  • Particle size (interaction with rumen microbes)
  • Dietary starch content (impact on rumen pH)

Considering these, the paNDF model maintains a rumen pH of 6.0 to 6.1, fostering an environment for optimal microbial activity and digestion. In simpler terms, a healthy rumen is like a well-functioning digestive system in humans. It’s crucial for the cow’s overall health and efficient digestion of the feed. 

Dairy farmers and nutritionists need precise inputs on cow body weight, dietary forage NDF, and starch content. Tools like the Penn State Particle Separator measure these factors, particularly particle size, ensuring dietary adjustments to sustain the rumen environment. Though complex, the paNDF system ultimately allows dairy herd managers to optimize feed formulations, promoting cow health and efficient milk production.

Unveiling the Modern Energy Paradigm: Enhanced Maintenance Net Energy of Lactation (NEL) and Refined Non-Fiber Carbohydrates (NFC) Calculations

Component20 Years AgoCurrent Requirements
Maintenance Net Energy of Lactation (NEL)25%Increased by 25%
Non-Fiber Carbohydrates (NFC)General categorySeparated into starch and ROM
Digestibility of Supplemental Dietary Fatty Acids92%Reduced to 73%
Digestibility of NDF and StarchVariable based on dry matter intake (DMI)Refined with specific considerations

The recent energy requirement update shows a notable 25% increase in the maintenance net energy of lactation (NEL) requirement. This change highlights our growing understanding of the energy needs tied to today’s high-producing dairy cows. 

Another crucial adjustment is the division of non-fiber carbohydrates (NFC) into starch and residual organic matter (ROM). This allows for a more detailed examination of starch degradability and its influence on rumen fermentation. At the same time, ROM is considered 96% digestible. 

Advancements in digestibility calculations further enhance our predictive accuracy. Digestibility models, previously based solely on dry matter intake (DMI), are now more refined. For example, dietary fatty acid digestibility has been adjusted from 92% to 73%. NDF and starch digestibilities are tweaked based on intake levels, aligning dietary energy inputs with cow energy needs more precisely.

Revolutionizing Protein Nutrition: From Metabolizable Protein (MP) to Essential Amino Acids (EAA) in Dairy Cattle

Protein RequirementMetabolizable Protein (MP)Essential Amino Acids (EAA)
Maintenance500 g/day20 g/day
Lactation (30 kg milk/day)1,300 g/day60 g/day
Growth (500 g/day)950 g/day45 g/day
Pregnancy (6th to 9th month)700 g/day30 g/day

The recent NASEM report marks a significant shift in protein nutrition for dairy cattle by transitioning from metabolizable protein (MP) to essential amino acids (EAA). This change emphasizes precision in nutrient utilization to enhance dairy cow productivity and health. Previously, MP served as a broad measure of absorbed protein but fell short in predicting specific protein synthesis needs. In contrast, EAA provides a more accurate measure of the cow’s protein needs, allowing for more precise feeding strategies. 

The NASEM committee conducted an extensive review to identify the EAA requirements for synthesizing various proteins, including those in milk, urine, scurf, feces, tissue growth, and pregnancy. They established EAA needs through a thorough examination of research, focusing on the efficiency of EAA use, which varies by protein type. This approach allows for more accurate predictions of dietary protein conversion, enabling precise and cost-effective diet formulations. 

Adopting an EAA-centric model offers practical advantages. Nutritionists can now create diets with lower protein content while still meeting cows’ needs, reducing feed costs and environmental impacts from nitrogen excretion. As dairy nutrition advances, these improvements support more sustainable and economically viable farming practices.

Strategic Nutrition for Transition Cows: A Pivotal Aspect in Managing Post-Calving Health Risks

StageEnergy Needs (NEL, Mcal/day)Protein Needs (g/day)
Close-up Dry Period14 – 161,200 – 1,400
Fresh Period18 – 221,500 – 1,700
Peak Lactation22 – 281,700 – 2,000

The period around calving is crucial for dairy cow health and productivity, making transition cow management and feeding vital. Proper nutrition during this phase can mitigate post-calving disease risks. The NASEM 2021 report adopts a continuous function approach to predict energy and protein needs during gestation. Though more physiologic, this method challenges meeting nutritional requirements with a one-size-fits-all diet. 

Dry Matter Intake (DMI) predictions now factor in dietary Neutral Detergent Fiber (NDF) content to address this. As dietary NDF rises from 30% to 50%, DMI decreases, ensuring transition cows receive adequate fiber without overwhelming their digestive system. 

The report also doubles the dietary vitamin E requirement from 1,000 IU to 2,000 IU per day for close-up dry cows, boosting their immune function during this critical period. Additionally, dry cows’ trace mineral needs have been increased to prevent deficiencies as they prepare for lactation. Minimal changes were made for heifers and lactating cows, highlighting the unique nutritional needs during the transition period.

Embracing Nutritional Nuance: The NASEM 2021 Report’s Evolved Approach to Mineral and Vitamin Requirements

NutrientLactating Cows (mg/day)Dry Cows (mg/day)Heifers (mg/kg of DM)
Calcium10,0008,0006-12
Phosphorus6,2004,5003-7
Magnesium2,5001,8002-4
Sodium3,0002,5000.5-1.0
Potassium15,00012,00010-15
Vitamin A (IU)50,00030,00020,000-40,000
Vitamin D (IU)1,5001,000700-1,000
Vitamin E (IU)1,0002,000300-500

In addition to updated mineral and vitamin requirements, the NASEM 2021 report takes a nuanced approach to defining these essential nutrients. Unlike previous NRC guidelines focusing on specific production outcomes, the new report uses population mean values, moving away from a one-size-fits-all strategy. 

A notable change is the increase in dietary vitamin E for close-up dry diets, doubling from 1,000 IU to 2,000 IU per day. This adjustment aligns with recent research highlighting vitamin E’s role in disease prevention and cow health. Trace mineral requirements have also been revised, emphasizing their importance during the dry period, while changes for heifers and lactating cows remain minimal. 

The committee employs a factorial approach, utilizing data to calculate a population mean value instead of strict “requirements.” When data is sufficient, a safety factor is included. Due to limited data, the committee offers “adequate intake (AI)” recommendations rather than rigid requirements, allowing on-farm flexibility and adjustments tailored to specific herd conditions.

The Bottom Line

The new NASEM guidelines highlight pivotal updates reflecting two decades of advancements in dairy cows’ genetics, physiology, and nutrition. These guidelines equip dairy farmers with tools to fine-tune feeding strategies, emphasizing precise energy balance and a novel focus on essential amino acids for protein nutrition. Models like paNDF ensure optimal rumen health, which is crucial for maximizing feed efficiency

Incorporating these guidelines allows dairy farmers to manage feed costs more strategically without compromising cow health or productivity. Enhanced energy and protein calculations lead to balanced diets, potentially reducing feed expenses by minimizing waste. Focusing on nutrient bioavailability and adequate intake also streamlines mineral and vitamin supplementation, further optimizing costs. 

Adopting the NASEM guidelines offers significant practical benefits. They help farmers improve herd longevity and well-being, reducing veterinary costs and post-calving health risks. This boosts milk yields and enhances milk quality, leading to better market prices. By aligning feeding practices with the latest science, dairy farms can improve operational efficiency and profitability, ensuring a more sustainable and viable future for the industry.

Key Takeaways:

  • Feed costs remain a significant portion of production costs, ranging from 45% to nearly 60%, underscoring the need for efficient nutrient management.
  • The highest milk yield does not always equate to the best farm profitability; a balance between yield, composition, and quality is crucial.
  • The evolving understanding of rumen microbial function and nutrition guides precision feeding strategies.
  • Introduction of physically adjusted neutral detergent fiber (paNDF) to ensure rumen health by maintaining optimal rumen pH and efficient fiber digestion.
  • Significant updates in energy and protein requirements, including a 25% increase in maintenance net energy of lactation (NEL) and a shift from metabolizable protein (MP) to essential amino acids (EAA) for protein nutrition.
  • Continuous function approach in predicting the energy and protein needs of transition cows enhances disease risk management post-calving.
  • Revision of mineral and vitamin requirements with a focus on bioavailability and adequate intake (AI) rather than strict requirements.

Summary: The dairy industry has undergone significant changes in the past two decades due to genetics, management practices, and nutritional research. The National Academies of Science, Engineering, and Medicine (NASEM) released the eighth edition of the Nutrient Requirements of Dairy Cattle in December 2021, reflecting these changes. Understanding the nutrient requirements of dairy cattle is crucial for optimizing feed efficiency, improving milk production quality, reducing environmental impact, and ensuring profitability and sustainability. Selective breeding has enhanced traits like milk yield, disease resistance, and cow longevity, increasing productivity and resilience. Technological innovations have evolved management practices, such as precision farming tools, automated milking systems, and real-time health monitoring. The research landscape has expanded, generating data that has led to sophisticated models that accurately predict outcomes. Adhering to NASEM guidelines provides dairy farmers with confidence in their farming practices, backed by the latest scientific research. The NASEM 2021 report emphasizes strategic nutrition for transition cows, adopting a continuous function approach to predict energy and protein needs during gestation.

50 Years of Progress: How U.S. Dairy Farms Have Revolutionized Environmental Sustainability

Explore the transformative journey of U.S. dairy farms towards environmental sustainability over the past half-century. Uncover the technological advancements and their profound impact on our planet.

The landscape of dairy farming in the United States has witnessed remarkable transformations over the past five decades, a testament to the ingenuity and dedication of our farmers. Picture a farm today where 30% fewer cows produce nearly twice the amount of milk compared to their counterparts in 1971. This isn’t just a tale of modern machinery and pumped-up productivity; it’s a story of our relentless pursuit to harmonize efficiency with environmental mindfulness, a story that should inspire us all. 

‘Efficiency is doing things right; effectiveness is doing the right things.’ This adage by Peter Drucker succinctly captures the essence of the evolutionary journey of dairy farming. Efficiency in dairy farming encompasses various aspects, from the number of cows needed to meet milk demand to the amount of resources used per unit of milk. Across the nation, farms have adopted myriad innovations to improve efficiency—from improved crop yields and advanced farm equipment to meticulous resource management like electricity, fuel, and fertilizers. Each step forward represents a stride towards a greener, more efficient future. 

  • 30% fewer cows producing twice the milk
  • Significant increases in crop yields and fuel efficiency
  • Enhanced life cycle assessments for greenhouse gas (GHG) emissions, fossil energy use, and water utilization

However, this journey is far from over. The delicate balance between enhanced productivity and environmental stewardship demands our constant vigilance and innovative spirit, especially in an era marked by climate variability and regional discrepancies in resource use. It’s a challenge that we must all face together, and it’s one that we cannot afford to ignore.

Increasing Milk Production Efficiency: A 50-Year Journey

Over the past five decades, dairy farming in the United States has transformed dramatically. One of the most notable advancements is the increase in milk production efficiency. In 1971, dairy farms needed many more cows to meet demand. Today, nearly 30% fewer cows produce twice as much milk. This leap in productivity stems from advancements in technology, genetics, and management. 

Advancements in cattle genetics are key to this progress. Through artificial insemination, genetic improvements within one generation have made modern dairy cows far superior in milk production, health, and fertility. This genetic progress significantly enhances the milk yield per cow, boosting overall efficiency. 

Improved nutrition and animal health have also driven productivity gains. Tailored feeding practices and enhanced veterinary care have improved milk output and overall cow health. Reduced disease prevalence and increased cow longevity contribute to a stable and productive herd. 

Technology integration has further amplified these gains. For instance, automation and precision farming technologies like robotic milkers, automated feeding systems, and advanced herd management software have streamlined operations and increased efficiency, reducing labor demands and optimizing care and productivity. These are just a few examples of the many technological advancements that have revolutionized dairy farming. 

While milk production efficiency per cow has improved, dairy farming’s environmental footprint has also shifted. The national average intensity of greenhouse gas emissions per unit of milk produced has decreased, reflecting more sustainable practices. However, the total environmental impact remains complex, influenced by regional variations and increased production. 

The journey doesn’t continue. The dairy industry must continue to address the environmental impacts of increased production. Ongoing research and innovation are essential to enhance efficiency and sustainability further. As climate variability introduces new challenges, integrating emerging technologies and strategies will be crucial in meeting the growing demand for dairy products while mitigating environmental impacts. Consumers also play a vital role in this journey. By choosing sustainably produced dairy products, they can support the industry’s efforts towards a greener future.

Harnessing Technological Advances for Sustainable Farming

Through diligent research and the adoption of cutting-edge technology, dairy farmers have significantly reduced their ecological footprint. An essential advancement is in cattle genetics. Genetic improvements, mainly through artificial insemination, have boosted milk production efficiency, enabling fewer cows to produce more milk, thus lessening environmental strain. 

Equally important are advancements in cattle nutrition. Research initiatives, like the National Research Council’s Nutrient Requirements for Cattle, provide guidelines to optimize feeding practices. These practices enhance milk yield and minimize environmental impacts such as greenhouse gas emissions and nutrient runoff. 

The ‘dilution of maintenance’ concept has also been crucial. This concept refers to the fact that by increasing productivity per cow, the fixed costs of maintaining the animals are spread over a larger quantity of milk. In other words, the more milk a cow produces, the less impact its maintenance has on the environment. This reduces the carbon footprint per unit, making today’s milk much ‘greener’ than in past decades. 

Technological improvements in farm machinery and infrastructure have further contributed. Modern farm equipment is more fuel-efficient, reducing fossil fuel consumption. Innovations in irrigation techniques and water management systems have made blue water use more efficient, addressing water scarcity issues, especially in western regions. 

While significant progress has been made,  sustainable dairy farming is an ongoing journey. Adopting new strategies and technologies is essential to meet growing dairy demand while mitigating environmental impacts. Future innovations promise to reduce further the carbon, water, and land footprints of dairy farming, ensuring the industry not only survives but thrives within our planet’s ecological limits. The future is bright, and we are moving in the right direction.

Regional Shifts in Dairy Production and Their Environmental Impact

The past five decades have seen a significant shift in dairy production from the eastern to the western United States, with profound environmental implications. This shift is not solely driven by environmental factors but also by economic considerations. Historically, dairy farming was concentrated in regions with ample rainfall and green pastures, such as the Northeast and Midwest. However, economic factors like land availability, feed costs, and industrialization have played a significant role in moving dairy farming westward. This shift led to large farms with extensive irrigation systems in states like California, Idaho, and New Mexico

This westward migration, though economically beneficial, comes with significant environmental trade-offs. The arid climate of these regions necessitates heavy reliance on irrigation, increasing blue water use. For example, California’s Central Valley, a major dairy production region, depends on groundwater and surface water, exacerbating concerns over water sustainability in these already stressed regions. This shift has also led to the concentration of dairy farms in the West, impacting greenhouse gas (GHG) emissions. Practices like anaerobic lagoons for manure storage have led to higher methane emissions, contributing to the overall increase in national GHG emissions over the past 50 years. 

Furthermore, the concentration of dairy farms in the West has impacted greenhouse gas (GHG) emissions. Practices like anaerobic lagoons for manure storage have led to higher methane emissions. While the intensity of GHG emissions per unit of milk has decreased nationally, the overall increase in milk production and herd sizes in the West has led to a 14% rise in national GHG emissions over the past 50 years. 

On a positive note, larger Western farms often have better access to advanced technologies and efficiencies. Innovations like precision feeding, improved manure management, and enhanced herd health monitoring have improved per-unit environmental impact. However, these advances are not enough to mitigate the environmental burden posed by the production scale. 

In summary, the regional dairy production shift has brought benefits and challenges. While the U.S. dairy industry has grown economically efficient, new environmental issues have emerged. The future of dairy farming hinges on balancing productivity with ecological sustainability, especially in the face of climate variability.

Greenhouse Gas Emissions: A 42% Reduction in Intensity

Despite the impressive 42% reduction in GHG emission intensity, total GHG emissions from U.S. dairy farms have increased by 14% over the last 50 years. This paradox results from the substantial increase in milk production. Fewer cows producing more milk means higher aggregate emissions, emphasizing that production scale can outpace efficiency gains. 

Key elements contributed to this emission intensity reduction. The principle of dilution of maintenance is vital—better disease prevention, stress reduction, and cow comfort lead to higher milk yields per cow, lowering GHG emissions per gallon of milk. Technological advancements also play a significant role. Enhanced feed efficiency, advanced breeding, and precision farming tools have optimized resource use and minimized waste. Modern milking equipment and automated feeding systems ensure precise feeding, reducing methane emissions from overfeeding or improper digestion. 

However, these efficiency gains are not only a partial solution. Dairy production’s total environmental footprint remains high, especially in regions with aggressive expansion like the western United States. Here, the rise in cow numbers has negated efficiency improvements, leading to a net increase in emissions despite per-unit reductions. 

The story of GHG emissions in the dairy sector is one of progress and ongoing challenges. The reduction in intensity showcases the industry’s innovation and relentless efforts. Yet, as global dairy demand rises, evolving strategies and technologies are crucial. Achieving truly sustainable milk production will require refining current practices and adopting comprehensive approaches that integrate environmental, economic, and social dimensions.

The Bottom Line

Over the past fifty years, U.S. dairy farms have significantly enhanced milk production efficiency, driven by technological advancements and better resource management. While the environmental impact per unit of milk has decreased, the total environmental footprint has risen due to higher production levels. The western U.S., with its increased cow numbers and reliance on irrigated feed crops, faces significant environmental challenges. Despite reductions in greenhouse gas emissions and fossil energy intensity, total emissions have not declined proportionately. 

These improvements highlight the essential role of U.S. dairy farms in promoting environmental sustainability within the food production sector. Their adaptability and innovation are crucial for meeting the growing demand for dairy while minimizing ecological impact. Today’s glass of milk, with its reduced carbon, water, and land footprints, reflects the effectiveness of sustainable practices. 

However, the path to sustainability continues. Developing and embracing new strategies and technologies is crucial to reducing dairy farming’s environmental footprint. Stakeholders—farmers, industry leaders, policymakers, and consumers—must remain dedicated to practices that protect our planet and ensure the future of dairy farming. Let’s collectively work towards a more sustainable and eco-friendly dairy industry.

Key Takeaways:

  • Milk production efficiency has dramatically increased, with approximately 30% fewer cows now producing almost twice the amount of milk compared to fifty years ago.
  • Technological advancements have driven improvements in crop yields, fuel efficiency, and resource management on dairy farms.
  • Environmental metrics show mixed results: while the intensity of greenhouse gas emissions, fossil energy use, and water use per unit of milk produced have decreased, total impacts have increased for some metrics due to expanded production in certain regions.
  • The national average intensity of greenhouse gas emissions has decreased by 42%, but the overall emissions rose by 14% due to increased production.
  • Water use intensity related to milk production dropped by 28%; however, total blue water use surged by 42% owing to growth in dairy operations in arid western regions.
  • Simulated nutrient loss reductions include a 27% to 51% decrease in nitrogen and phosphorus runoff through better fertilizer use, reduced tillage, and greater use of cover crops.
  • Emissions of methane and reactive non-methane volatile organic compounds increased by 32% and 53%, respectively, largely due to the use of long-term manure storage and silage.


Summary: Over the past five decades, the dairy farming industry in the United States has seen a 30% decrease in milk production efficiency. This shift is attributed to modern machinery, improved productivity, and a focus on balancing efficiency with environmental stewardship. Farms have adopted innovations like improved crop yields, advanced equipment, and resource management. However, the balance between productivity and environmental stewardship requires constant innovation, especially in a climate-driven era. Consumers play a crucial role in supporting sustainable dairy products. Technological advances in cattle genetics, nutrition, and the ‘dilution of maintenance’ concept have significantly reduced the ecological footprint of dairy farming. Genetic improvements, mainly through artificial insemination, have boosted milk production efficiency, reducing environmental strain. Modern farm equipment is more fuel-efficient, and innovations in irrigation techniques and water management systems have made blue water use more efficient. Sustainable dairy farming is an ongoing journey, with future innovations promising to further reduce the carbon, water, and land footprints of dairy farming.

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