Skip to main content

Toward Improved Nitrogen Fertilization with Precision Farming Based on Sensor and Satellite Technologies

  • Chapter
  • First Online:
Women in Precision Agriculture

Part of the book series: Women in Engineering and Science ((WES))

Abstract

Nitrogen (N) is crucial for plant nutrition and is often a limiting factor for biomass production that feeds humans and animals and contributes to energy and material use. N fertilization aims at a high N use efficiency, with a maximum of N input taken up by the crop. Otherwise, N losses to water and air will harm the environment and the climate. Farmers should adopt a well-balanced crop N management, and variable-rate fertilization enables adjusting N fertilization according to plant status and needs. For more than 20 years, sensor technologies have involved handheld devices supplemented with satellite technology. Today, the launch of the two twin satellites Copernicus Sentinel-2A/B has yielded a higher spectral and spatial resolution. These data can help improve N fertilization. In this chapter, we describe our steps to evaluate sensor and satellite technologies using field data collected under optimal conditions and including different stages of N fertilization. The close cooperation between remote sensing experts, soil scientists, agronomists, and practitioners was crucial for the success of the field experiments. Our findings yielded productivity maps that serve as a basis for N fertilization maps for use by commonly applied farm machinery.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  • BMLFUW. (2017). Richtlinien für die Sachgerechte Düngung (2017) Anleitung zur Interpretation von Bodenuntersuchungsergebnissen in der Landwirtschaft. 7. Auflage. Wien. Bundesministerium für Land- und Forstwirtschaft, Umwelt und Wasserwirtschaft.

    Google Scholar 

  • Brentrup, F., & Palliere, C. (2010, March 23–26). Nitrogen use efficiency as an agro- environmental indicator. In: Conference: OECD Workshop on Agri-Environmental Indicators. Leysin, Switzerland.

    Google Scholar 

  • Butterbach-Bahl, K. (2011). Nitrogen processes in terrestrial ecosystems. In A. Bleeker, B. Grizzetti, C. M. Howard, G. Billen, H. van Grinsven, J. W. Erisman, M. A. Sutton, & P. Grennfelt (Eds.), The European nitrogen assessment: Sources, effects and policy perspectives (pp. 99–125). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Butterbach-Bahl, K., Baggs, E. M., Dannenmann, M., Kiese, R., & Zechmeister-Boltenstern, S. (2013). Nitrous oxide emissions from soils: How well do we understand the processes and their controls? Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 368, 20130122.

    Article  Google Scholar 

  • Fowler, D., Coyle, M., Skiba, U., Sutton, M. A., Cape, J. N., Reis, S., Sheppard, L. J., Jenkins, A., Grizzetti, B., Galloway, J. N., Vitousek, P., Leach, A., Bouwman, A. F., Butterbach-Bahl, K., Dentener, F., Stevenson, D., Amann, M., & Voss, M. (2013). The global nitrogen cycle in the twenty-first century. Philosophical Transactions of the Royal Society, B: Biological Sciences, 368, 20130164.

    Article  Google Scholar 

  • Frossard, E., Bünemann, E., Jansa, J., Oberson, A., & Feller, C. (2009). Concepts and practices of nutrient management in agro-ecosystems: Can we draw lessons from history to design future sustainable agricultural production systems? Bodenkultur, 60, 43–60.

    Google Scholar 

  • Hawkesford, M. J. (2014). Reducing the reliance on nitrogen fertilizer for wheat production. Journal of Cereal Science, 59, 276–283.

    Article  Google Scholar 

  • IUSS Working Group WRB. (2015). World reference base for soil resources 2014, update 2015. International soil classification system for naming soils and creating legends for soil maps (World soil resources reports no. 106). Rome: FAO.

    Google Scholar 

  • Jarvis, S., Hutchings, N., Brentrup, F., Olesen, J. E., van de Hoek, K. W., Sutton, M. A., Howard, C. M., Erisman, J. W., Billen, G., Bleeker, A., Grennfelt, P., van Grinsven, H., & Grizzetti, B. (2011). Nitrogen flows in farming systems across Europe. In The European nitrogen assessment (pp. 211–228). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Johnston, A. E., & Poulton, P. R. (2009). Nitrogen in agriculture: An overview and definitions of nitrogen use efficiency. York: International Fertiliser Society.

    Google Scholar 

  • Liang, C., Schimel, J. P., & Jastrow, J. D. (2017). The importance of anabolism in microbial control over soil carbon storage. Nature Microbiology, 2, 17105.

    Article  Google Scholar 

  • Novelli, F., Spiegel, H., Sandén, T., & Vuolo, F. (2019). Assimilation of Sentinel-2 leaf area index data into a physically-based crop growth model for yield estimation. Agronomy, 9(5), 255. https://doi.org/10.3390/agronomy9050255.

    Article  Google Scholar 

  • OECD. (2019). Trends and drivers of agri-environmental performance in OECD countries. Paris: OECD.

    Book  Google Scholar 

  • Olfs, H.-W., Blankenau, K., Brentrup, F., Jasper, J., Link, A., & Lammel, J. (2005). Soil- and plant-based nitrogen-fertilizer recommendations in arable farming. Journal of Plant Nutrition and Soil Science, 168, 414–431.

    Article  Google Scholar 

  • Spiegel, H., Dersch, G., Baumgarten, A., & Hösch, J. (2010). The International Organic Nitrogen Long-term Fertilisation Experiment (IOSDV) at Vienna after 21 years. Archives of Agronomy and Soil Science, 56, 405–420.

    Article  Google Scholar 

  • Vuolo, F., Żółtak, M., Pipitone, C., Zappa, L., Wenng, H., Immitzer, M., Weiss, M., Baret, F., & Atzberger, C. (2016). Data service platform for Sentinel-2 surface reflectance and value-added products: System use and examples. Remote Sensing, 8, 938.

    Article  Google Scholar 

  • Vuolo, F., Essl, L., Zappa, L., Sandén, T., & Spiegel, H. (2017). Water and nutrient management: The Austria case study of the FATIMA H2020 project. Advances in Animal Biosciences, 8, 400–405.

    Article  Google Scholar 

  • Vuolo, F., Essl, L., Sandén, T., & Spiegel, A. (2019). Multidisziplinäre Überlegungen zur nachhaltigen N-Düngung unter Berücksichtigung der Möglichkeiten der satellitengestützten Präzisionslandwirtschaft . Dreiländertagung OVG – DGPF – SGPF, Vienna, Feb 20–22, 2019.In: Kersten TP (Hrsg.), Dreiländertagung OVG – DGPF – SGPF Photogrammetrie - Fernerkundung - Geoinformation – 2019. ISBN: 0942–2870.

    Google Scholar 

  • Wehrmann, J., & Scharpf, H. C. (1979). Der Mineralstickstoffgehalt des Bodens als Maßstab für den Stickstoffdüngerbedarf (Nmin-Methode). Plant and Soil, 52, 109–126.

    Article  Google Scholar 

Download references

Acknowledgments

Financial support was provided by the “FATIMA” Project. This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No 633945.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Heide Spiegel .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Spiegel, H., Sandén, T., Essl, L., Vuolo, F. (2021). Toward Improved Nitrogen Fertilization with Precision Farming Based on Sensor and Satellite Technologies. In: Hamrita, T. (eds) Women in Precision Agriculture. Women in Engineering and Science. Springer, Cham. https://doi.org/10.1007/978-3-030-49244-1_4

Download citation

Publish with us

Policies and ethics