2026 Projects: Dairy Sustainability Key Performance Indicators
What opportunities are available to improve sustainability on your dairy farm?
Dairy Sustainability Indicators
Environmental stewardship is a foundational pillar of dairy farming's future. Dairy farms are increasingly asked to document sustainability indicators related to nutrient use, greenhouse gas (GHG) emissions, water quality, production efficiency, and biodiversity. At the same time, farms need practical, science-based tools with clear key performance indicators (KPIs) that support management decisions while maintaining or improving economic viability.
This project brings together whole-farm nutrient mass balances (NMBs), GHG indicators, and biodiversity metrics to help dairy farms understand current performance, identify opportunities for improvement, and track progress over time. Participating farm identities are kept confidential.
Whole-Farm Sustainability Assessments
Whole-Farm Nutrient Mass Balances
Whole-farm analyses are central to regenerative and efficient agriculture. Through the NMSP's whole-farm NMB approach, we evaluate nitrogen (N), phosphorus (P), and potassium (K) imports, exports, and use efficiency at the farm level. Farms that routinely review their NMBs tend to improve them over time. Individual farm records frequently demonstrate substantial improvements in P management, and across New York State we have documented a 20-30% reduction in N and P imports among participating farms. These reductions translate into cost savings, improved nutrient use efficiency, and reduced environmental footprint. The NMBs provide a practical and achievable metric for understanding nutrient movement onto, within, and away from the farm, and for identifying farm-specific opportunities to reduce nutrient losses and watershed loading.
If you would like to know your farm's NMB, complete the input sheet (available as a fillable PDF data sheet and an Excel Spreadsheet). Completed forms can be sent to Quirine Ketterings via email qmk2@cornell.edu or mail. Mailing address and instructions for input sheets can be found in the "Additional Resources" section below.
Greenhouse Gas Emission Indicators
The dairy industry faces growing demand for credible GHG reporting. This project evaluates whole-farm GHG indicators alongside NMBs to provide a more complete picture of dairy sustainability.
We assess a range of GHG-related tools and KPIs by examining:
- How comprehensive each tool is
- The amount and complexity of data required
- The comparability of results across farms and tools
We also identify key drivers of results, such as crop yields, fertilizer use, feed purchases, herd replacement rate, and manure management. This allows farms and advisors to focus on management changes that deliver meaningful improvements.
Above-ground Biodiversity on Dairy Farms
Biodiversity is an increasingly important component of agricultural sustainability, yet it remains challenging to assess consistently and practically. This project, integrates biodiversity-related indicators into whole-farm sustainability assessments.
Our biodiversity work focuses on:
- Identifying biodiversity aspects most relevant to New York dairy farms,
- Determining what data are feasible to collect in whole-farm assessments, and
- Developing locally relevant, farm-scale biodiversity indicators.
Linking biodiversity indicators with nutrient management and GHG outcomes helps highlight practices that deliver multiple environmental benefits and document sustainability efforts already in place.
Comparing your Farm to Others
For each assessment, participating farms receive:
- Their own whole-farm results over time,
- Benchmark comparisons across participating farms, and
- Identification of farm-specific opportunities for improvement.
These comparisons support informed discussions between producers and their advisors, including nutrient management planners, nutritionists, and agribusiness partners. The goal is not regulation, but continuous improvement, grounded in realistic, farm-specific benchmarks.
Student Engagement and Education
Education is a core component of this project. High school students and undergraduate interns are actively involved in whole-farm sustainability assessment through:
- Data collection and organization,
- Running NMB, GHG, and other sustainability tools
- Analyzing results and preparing farm summaries, and
- Participating in farm review meetings.
Students also gain exposure through fieldwork, extension events, training sessions, and interaction with producers, advisors, faculty, and researchers. These experiences help build the next generation of professionals in dairy and agricultural sustainability.
For more information about this project, contact Quirine Ketterings (qmk2@cornell.edu or 607-255-3061). You can also write to: Quirine Ketterings, Nutrient Management Spear Program, Department of Animal Science, Cornell University, 323 Morrison Hall, Ithaca NY 14853.
Goals
Through this work, NMSP aims to: (1) Evaluate multiple sustainability KPI's on case-study dairy farms statewide; (2) Provide practical, whole-farm solutions that reduce environmental footprints while improving efficiency and economics; (3) Develop extension materials, agronomy fact sheets, and popular press articles; (4) Share findings through extension meetings and outreach events; (5) Educate and mentor students in whole-farm sustainability assessments and (6) Document farm and student impact stories.
Funding Sources
This project has been sponsored by grants from Chobani, USDA Conservation Innovation Grants (USDA-CIG), Northern NY Agricultural Development Program (NNYADP), National Fish and Wildlife Foundation (NFWF), Towards Sustainability Foundation, Northeast Sustainable Agriculture Research and Education (NESARE), and Cornell Cooperative Extension Summer Internship Program.
Additional Resources
- Fillable PDF Input Data Sheets or Excel Input Data Spreadsheet (2025 Calendar Year; January 22, 2026)
- Complete this form and mail to: Quirine Ketterings, Nutrient Management Spear Program, Department of Animal Science, Cornell University, 323 Morrison Hall, Ithaca NY 14853, or email qmk2@cornell.edu
- You will receive your farm N, P and K balance as well as a comparison of your farm data with all farms in the dataset (>1000 farms to date)
- Farm identity is kept confidential.
- NMB Input Data Sheets Instruction Form (PDF; 2025 Calendar Year; January 22, 2026).
- Whole-Farm Nutrient Balance Software (Version 2.1; February 15, 2022).
- Dairy Footprinting Invitation (January 22, 2025).
- NMB User Manual (Version 1.0; March 28, 2011).
Farmer Impact Stories
- How On-Farm Research Gives Dairies a Leg Up; Meghan Hauser and Table Rock Farm.
- Dairy Farms Strive for the Highest Nutrition and Lowest Carbon Footprint; Doug Young and Spruce Haven Farm.
- A Bright Future for Dairy Sustainability at EZ Acres; Mike and Edie McMahon and EZ Acres.
- McMahon Family's Clear Vision Brings E-Z Acres Farm to Economic and Environmental Sustainability.
- Impacts of Cornell's Nutrient Mass Balance Diagnostic Tool: An Industry Perspective.
- Nutrient Mass Balance Tool Helps Table Rock Farm Achieve Their Goals.
- Table Rock Farm Reaps Many Benefits Through On-Farm Research Partnership.
- Spruce Haven Dairy’s Managing Member Applies Whole-Farm Nutrient Balance Beyond the Farm.
- Managing Farm Nutrient Efficiencies: EZ Acres Journey.
- Howland Dairy Benefits from Whole-Farm Analysis Project.
- Cornell’s Mass Nutrient Balance is a Valued Monitoring Tool for Hardie Farm.
- Mass Nutrient Balance Project for Small Dairies.
Fact Sheets
- Agronomy Factsheet #25: Nutrient Mass Balance Software
- Agronomy Factsheet #85: Feasible Whole-Farm Nutrient Mass Balances
- Agronomy Factsheet #119: Farm Greenhouse Gas (GHG) Inventory
- Agronomy Factsheet #126: Tillage Intensity Classification for Greenhouse Gas (GHG) Emission Estimations
- Agronomy Factsheet #128: Reading a Whole-Farm Nutrient Mass Balance Report
- Agronomy Factsheet #131: Above-Ground Biodiversity
- Agronomy Factsheet #132: Animal Density
Extension Articles
- Godber, O., K. Czymmek, M. van Amburgh, Q.M. Ketterings (2025). New York Dairies Show the Way to Reduce Greenhouse Gas Emissions. What's Cropping Up?
- Brown, C., O. Godber, K. Workman, K. O'Neil, J. Hornesky, Q.M. Ketterings (2023). Tillage Intensity Classification for Greenhouse Gas (GHG) Emission Estimations. What's Cropping Up?
- Godber, O., M. Ros, A. Olivo, K. Reed, M. van Amburgh, K. Workman, Q.M. Ketterings (2022).Homegrown Feed for Dairy Farms in New York. What's Cropping Up?
- Godber, O., M. Ros, A. Olivo, K. Reed, M. van Amburgh, K. Workman, Q.M. Ketterings (2022). Farmers Produce More Milk with Less Phosphorus and Nitrogen! What's Cropping Up?
- Gashler, K. (2022). Mikala Anderson '23: supporting farmers, protecting soil health.
- Rossi, N. (2021). Lydia Young '21: SUNY Morrisville student tackles dairy sustainability.
- Andreadis, C. (2022) Megan Wittmeyer '22: CCE's role in the future of dairy sustainability.
- Rossi, N. (2021). Megan Lamb '22: Reflections from the next generation of ag educators.
- Godber, O., K. Czymmek (2021).Greenhouse Gas Footprint Tools on Farms. The Manager.
- Hauser, M. (2019). Better than average: Helpful Tips for Using the Nutrient Mass Balance From a Long-term User. The Manager.
- Want to be Better Than Average? Use Dairy Farm Nutrient Mass Balances to Improve Performance
- Better than Average: Feasible Balances for Dairy Farms that Produce Most Forage Needs
- Fields, L. (2017). Greatly Improved Nutrient Efficiency Demonstrates New York Dairy Farmers' Environmental Stewardship. What's Cropping Up?
- van Almelo, J., Q.M. Ketterings, S. Cela (2016). Integrating Record Keeping with Whole-Farm Nutrient Mass Balance; A Case Study. What's Cropping Up?
- Ketterings, Q.M., S. Cela, K. Czymmek, S. Crittenden (2016). What is the Nutrient Balance of Your Dairy Farm? What's Cropping Up?
- Cela, S., Q.M. Ketterings, K. Czymmek, M. Soberon, C. Rasmussen (2015). Trends in Nutrient Mass Balances on Four New York Dairy Farms. What's Cropping Up?
- Soberon, M., S. Cela, Q.M. Ketterings, C. Rasmussen, K. Czymmek (2015). Change in Nutrient Mass Balances Over Time for 54 New York Dairy Farms. What's Cropping Up?
- Cela, S., Q.M. Ketterings, K. Czymmek, M. Soberon, C. Rasmussen (2015). Feasible Whole Farm Nutrient Mass Balances for New York Dairy Farms. What's Cropping Up?
- Soberon, M., Q.M. Ketterings, K. Czymmek, S. Cela, C. Rasmussen (2015). Whole-Farm Nutrient Mass Balance Calculator for New York Dairy Farms. What's Cropping Up?
Journal Articles
- Godber, O.F., K.J. Czymmek, M.E. van Amburgh, and Q.M. Ketterings (2025). Farm-Gate Greenhouse Gas Emission Intensity for Medium to Large New York Dairy Farms. Journal of Dairy Science 108: 5039-5060.
- Olivo, A., O.F. Godber, K.F. Reed, D.V. Nydam, M.A. Wattiaux, and Q.M. Ketterings (2024). Greenhouse gas emissions and nutrient use efficiency assessment of six New York organic dairies. Journal of Dairy Science 107: 9527-9548.
- Ros, M., O. Godber, A. Olivo, K. Reed, and Q.M. Ketterings (2023). Key nitrogen and phosphorus performance indicators derived from farm-gate mass balances on dairies . Journal of Dairy Science (in press).
- Ros, M., K.J. Czymmek, and Q.M. Ketterings (2020). Combining field phosphorus runoff risk assessments with whole-farm phosphorus balances to guide manure management decisions. Journal of Environmental Quality 49: 496-508. https://doi.org/10.1002/jeq2.20043.
- Cela, S., Q.M. Ketterings, M., Soberon, C. Rasmussen, and K.J. Czymmek (2017). Upper Susquehanna watershed and New York State improvements in nitrogen and phosphorus mass balances of dairy farms. Journal of Soil and Water Conservation 72(1):1-11. http://dx.doi.org/10.2489/jswc.72.1.1.
- Van Almelo, J., Q.M. Ketterings, and S. Cela (2016). Integrating record keeping with whole-farm nutrient mass balance: A case study. Journal of Agricultural Science 8:22-32. DOI: doi:10.5539/jas.v8n6p22.
- Cela, S., Q.M. Ketterings, K.J. Czymmek, M. Soberon, and C.N. Rasmussen (2015). Long-term trends of nitrogen and phosphorus mass balances on New York dairy farms. Journal of Dairy Science 98: 7052-7070.
- Soberon, M., S. Cela, Q.M. Ketterings, C.N. Rasmussen, and K.J. Czymmek (2015). Changes in nutrient mass balances over time and related drivers for 54 New York dairy farms. Journal of Dairy Science 98: 5313–5329. http://dx.doi.org/10.3168/jds.2014-9236.
- Cela, S., Q.M. Ketterings, K.J. Czymmek, M. Soberon, and C.N. Rasmussen (2014). Characterization of N, P, and K mass balances of dairy farms in New York State. Journal of Dairy Science 97: 7614–7632.
- Soberon, M.A., Q.M. Ketterings, C.N. Rasmussen, and K.J. Czymmek (2013). Whole-farm nutrient balance calculator for New York dairy farms. Journal of Natural Resources and Life Science Education (Renamed Natural Science Education) 42:57-67.
- Ketterings, Q.M., K.J. Czymmek, D.B. Beegle, L.E. Chase, and C.N. Rasmussen (2012). Systematic nutrient (im) balances in dairy farm systems of the Northeast and Mid-Atlantic regions of the United States. Journal of Agricultural Sciences 4:1-10. DOI:10.5539/jas.v4n11p.
