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On the Doorstep of the Information Age: Recent Adoption of Precision Agriculture

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  • Schimmelpfennig, David
  • Ebel, Robert

Abstract

The adoption of precision agriculture, which encompasses a suite of farm-level information technologies, can improve the efficiency of input use and reduce environmental harm from the overapplication of inputs such as fertilizers and pesticides. Still, the adoption of precision agricultural technologies and practices has been less rapid than envisioned a decade ago. Using Agricultural Resource Management Survey (ARMS) data collected over the past 10 years, this report examines trends in the adoption of four key information technologies—yield monitors, variable-rate application technologies, guidance systems, and GPS maps—in the production of major field crops. While yield monitoring is now used on over 40 percent of U.S. grain crop acres, very few producers have adopted GPS maps or variable-rate input application technologies.

Suggested Citation

  • Schimmelpfennig, David & Ebel, Robert, 2011. "On the Doorstep of the Information Age: Recent Adoption of Precision Agriculture," Economic Information Bulletin 291945, United States Department of Agriculture, Economic Research Service.
    • Handle: RePEc:ags:uersib:291945
    DOI: 10.22004/ag.econ.291945
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    Cited by:

    1. Alina Petronela Alexoaei & Raluca Georgiana Robu & Valentin Cojanu & Dumitru Miron & Ana-Maria Holobiuc, 2022. "Good Practices in Reforming the Common Agricultural Policy to Support the European Green Deal – A Perspective on the Consumption of Pesticides and Fertilizers," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(60), pages 525-525, April.
    2. Lambert, Dayton M. & English, Burton C. & Harper, David C. & Larkin, Sherry L. & Larson, James A. & Mooney, Daniel F. & Roberts, Roland K. & Velandia, Margarita & Reeves, Jeanne M., 2014. "Adoption and Frequency of Precision Soil Testing in Cotton Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 39(1), pages 1-18, April.
    3. J Blasch & B van der Kroon & P van Beukering & R Munster & S Fabiani & P Nino & S Vanino, 2022. "Farmer preferences for adopting precision farming technologies: a case study from Italy," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(1), pages 33-81.
    4. Schimmelpfennig, David & Lowenberg-DeBoer, James, 2020. "Farm types and precision agriculture adoption: crops, regions, soil variability, and farm size," Land, Farm & Agribusiness Management Department 304070, Harper Adams University, Land, Farm & Agribusiness Management Department.
    5. Jonathan R. McFadden & Alicia Rosburg & Eric Njuki, 2022. "Information inputs and technical efficiency in midwest corn production: evidence from farmers' use of yield and soil maps," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 589-612, March.
    6. Fausti, Scott W. & Erickson, Bruce & Clay, David E. & Clay, Sharon A., 2021. "The Custom Service Industry’s Role in Precision Agriculture Adoption: A Literature Review," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    7. Rejesus, Roderick M. & Marra, Michele C. & Roberts, Roland K. & English, Burton C. & Larson, James A. & Paxton, Kenneth W, 2013. "Changes in Producers’ Perceptions of Within-Field Yield Variability after Adoption of Cotton Yield Monitors," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 45(2), pages 1-18, May.
    8. Katherine Lacy & Peter F. Orazem & Skyler Schneekloth, 2023. "Measuring the American farm size distribution," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 219-242, January.
    9. Ebel, Robert M. & Schimmelpfennig, David E., 2012. "Production Cost and the Sequential Adoption of Precision Technology," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124393, Agricultural and Applied Economics Association.
    10. Poliana Silvestre Pereira & Abraão Almeida Santos & Luciane Rodrigues Noleto & Juliana Lopes dos Santos & Mayara Moledo Picanço & Allana Grecco Guedes & Gil Rodrigues dos Santos & Marcelo Coutinho Pic, 2024. "Seasonal Analysis of Yield and Loss Factors in Bt Soybean Crops in North Brazil," Sustainability, MDPI, vol. 16(3), pages 1-13, January.
    11. McFadden, Jonathan & Njuki, Eric & Griffin, Terry, 2023. "Precision Agriculture in the Digital Era: Recent Adoption on U.S. Farms," USDA Miscellaneous 333550, United States Department of Agriculture.
    12. Liu, Yangxuan & Small, Ian & Langemeier, Michael & Gramig, Benjamin & Preckel, Paul & Joseph, Laura & Wu, Yuanhan & Fry, William, 2016. "Evaluating economic threshold for dynamically optimal disease management," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236018, Agricultural and Applied Economics Association.
    13. Madhu Khanna, 2021. "Digital Transformation of the Agricultural Sector: Pathways, Drivers and Policy Implications," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1221-1242, December.
    14. Lambert, Dayton M. & Paudel, Krishna P. & Larson, James A., 2015. "Bundled Adoption of Precision Agriculture Technologies by Cotton Producers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 40(2), pages 1-21, May.
    15. Griffin, Terry W. & Mark, Tyler B. & Dobbins, Craig L. & Lowenberg-DeBoer, James M., 2014. "Estimating whole farm costs of conducting on-farm research on midwestern US corn and soybean farms: A linear programming approach," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 4(1), October.
    16. Wang, Sun Ling & Newton, Doris J., 2015. "Productivity and Efficiency of U.S. Field Crop Farms: A Look at Farm Size and Operator’s Gender," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205344, Agricultural and Applied Economics Association.
    17. McFadden, Jonathan R., 2017. "Yield Maps, Soil Maps, and Technical Efficiency: Evidence from U.S. Corn Fields," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258120, Agricultural and Applied Economics Association.
    18. Kangogo, Daniel & Dentoni, Domenico & Bijman, Jos, 2021. "Adoption of climate‐smart agriculture among smallholder farmers: Does farmer entrepreneurship matter?," Land Use Policy, Elsevier, vol. 109(C).
    19. Griffin, Terry W. & Mark, Tyler B. & Ferrell, Shannon & Janzen, Todd & Ibendahl, Gregory & Bennett, Jeff D. & Maurer, Jacob L. & Shanoyan, Aleksan, 2016. "Big Data Considerations for Rural Property Professionals," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2015, pages 1-14.
    20. Luís Loures & Alejandro Chamizo & Paulo Ferreira & Ana Loures & Rui Castanho & Thomas Panagopoulos, 2020. "Assessing the Effectiveness of Precision Agriculture Management Systems in Mediterranean Small Farms," Sustainability, MDPI, vol. 12(9), pages 1-15, May.
    21. Canales, Elizabeth & Bergtold, Jason S. & Williams, Jeffery & Peterson, Jeffrey, 2015. "Estimating farmers’ risk attitudes and risk premiums for the adoption of conservation practices under different contractual arrangements: A stated choice experiment," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205640, Agricultural and Applied Economics Association.
    22. Schimmelpfennig, David, 2016. "Farm Profits and Adoption of Precision Agriculture," Economic Research Report 249773, United States Department of Agriculture, Economic Research Service.
    23. Sykuta, Michael E., 2016. "Big Data in Agriculture: Property Rights, Privacy and Competition in Ag Data Services," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 19(A), pages 1-18, June.
    24. MacDonald, James M. & Korb, Penni & Hoppe, Robert A., 2013. "Farm Size and the Organization of U.S. Crop Farming," Economic Research Report 262221, United States Department of Agriculture, Economic Research Service.
    25. Schimmelpfennig, David & Ebel, Robert, 2016. "Sequential Adoption and Cost Savings from Precision Agriculture," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(1), pages 1-19, January.

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