Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content

Challenges in Developing a Wireless Sensor Network for an Agricultural Monitoring and Decision System

  • Conference paper
  • First Online:
Selected Papers from the 12th International Networking Conference (INC 2020)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 180))

Included in the following conference series:

Abstract

Demand for food, efficient use of resources and the need for climate change adaptation are conflicting objectives of today’s agriculture. Wireless Sensor Networks (WSNs) could help to balance these contradicting requirements. A decisive advantage of a WSN is that data can be obtained from the sensors at any time without the physical presence of farmers. But in addition to a large number of technical challenges, a major challenge is to monitor necessary parameters with a sufficiently high temporal and spatial resolution. The present work discusses those challenges as a case study. Furthermore, an approach to designing a WSN for sensor-assisted landscape monitoring is proposed, that aims to support small-scale real time acquisition of site-specific requirements. Continuous monitoring is intended to lay the foundation for agricultural management strategies to be adapted at any time using real-time information.

This work was supported by the Federal Ministry of Education and Research (BMBF) under research grant number 031B0729C.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
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

Notes

  1. 1.

    Project website: https://adz-dakis.com/.

  2. 2.

    https://www.dwd.de/DE/leistungen/klimadatendeutschland/mittelwerte/sonne_8110_fest_html.html.

References

  1. Wolters, V., Isselstein, J., Stützel, H., Ordon, F., von Haaren, C., Schlecht, E., Wesseler, J., Birner, R., von Lützow, M., Brüggemann, N., et al.: Nachhaltige ressourceneffiziente erhöhung der flächenproduktivität: Zukunftsoptionen der deutschen agrarökosystemforschung grundsatzpapier der dfg senatskommission für agrarökosystemforschung. J. für Kulturpflanzen 6, 225–236 (2014)

    Google Scholar 

  2. Collette, L., Hodgkin, T., Kassam, A., Kenmore, P., Lipper, L., Nolte, C., Stamoulis, K., Steduto, P.: Save and grow: a policymaker’s guide to the sustainable intensification of smallholder crop production. Food and Agriculture Organization of the United Nations (FAO), Rome (Italy) (2011). http://www.fao.org/3/i2215e/i2215e.pdf

  3. Dobermann, A., Nelson, R.: Opportunities and solutions for sustainable food production. Sustainable Development Solutions Network, Paris (2013)

    Google Scholar 

  4. Ray, D.K., Mueller, N.D., West, P.C., Foley, J.A.: Yield trends are insufficient to double global crop production by 2050. PloS One 8(6), e66428 (2013)

    Article  Google Scholar 

  5. Bloch, R., Bellingrath-Kimura, S.D.: Smart farming – eine chance für nachhaltige Agrarsysteme? In: Göpel, M., Leitschuh, H., Brunnengräber, A., Ibisch, P., Loske, R., Müller, M., Sommer, J., Weizsäcker, E.U.V. (eds.) Die Ökologie der digitalen Gesellschaft. Jahrbuch Ökologie 2019/2020, pp. 110–116. S. Hirzel (2020)

    Google Scholar 

  6. Woo, A., Tong, T., Culler, D.: Taming the underlying challenges of reliable multihop routing in sensor networks. In: Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, pp. 14–27 (2003)

    Google Scholar 

  7. Zhao, J., Govindan, R.: Understanding packet delivery performance in dense wireless sensor networks. In: Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, pp. 1–13 (2003)

    Google Scholar 

  8. Landsiedel, O., Wehrle, K., Gotz, S.: Accurate prediction of power consumption in sensor networks. In: The Second IEEE Workshop on Embedded Networked Sensors, 2005, EmNetS-II, pp. 37–44 (2005)

    Google Scholar 

  9. Ojha, T., Misra, S., Raghuwanshi, N.S.: Wireless sensor networks for agriculture: the state-of-the-art in practice and future challenges. Comput. Electron. Agric. 118, 66–84 (2015)

    Article  Google Scholar 

  10. Jawad, H.M., Nordin, R., Gharghan, S.K., Jawad, A.M., Ismail, M.: Energy-efficient wireless sensor networks for precision agriculture: a review. Sensors 17(8), 1781 (2017). (Basel, Switzerland)

    Article  Google Scholar 

  11. Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless sensor networks: a survey. Comput. Netw. 38(4), 393–422 (2002)

    Article  Google Scholar 

  12. Baronti, P., Pillai, P., Chook, V.W., Chessa, S., Gotta, A., Hu, Y.F.: Wireless sensor networks: a survey on the state of the art and the 802.15.4 and zigbee standards. Comput. Commun. 30(7), 1655–1695 (2007)

    Article  Google Scholar 

  13. Yick, J., Mukherjee, B., Ghosal, D.: Wireless sensor network survey. Comput. Netw. 52(12), 2292–2330 (2008)

    Article  Google Scholar 

  14. Oliveira, L.M., Rodrigues, J.J.: Wireless sensor networks: a survey on environmental monitoring. JCM 6(2), 143–151 (2011)

    Article  Google Scholar 

  15. Mainetti, L., Patrono, L., Vilei, A.: Evolution of wireless sensor networks towards the internet of things: a survey. In: 2011 19th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), pp. 1–6 (2011)

    Google Scholar 

  16. Arampatzis, T., Lygeros, J., Manesis, S.: A survey of applications of wireless sensors and wireless sensor networks. In: Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, pp. 719–724 (2005)

    Google Scholar 

  17. Wang, N., Zhang, N., Wang, M.: Wireless sensors in agriculture and food industry–recent development and future perspective. Comput. Electron. Agric. 50(1), 1–14 (2006)

    Article  Google Scholar 

  18. Li, M., Liu, Y.: Underground structure monitoring with wireless sensor networks. In: Proceedings of the 6th International Conference on Information Processing in Sensor Networks, pp. 69–78 (2007)

    Google Scholar 

  19. Ruiz-Garcia, L., Lunadei, L., Barreiro, P., Robla, J.I.: A review of wireless sensor technologies and applications in agriculture and food industry: state of the art and current trends. Sensors 9(6), 4728–4750 (2009). (Basel, Switzerland)

    Article  Google Scholar 

  20. Rawat, P., Singh, K.D., Chaouchi, H., Bonnin, J.M.: Wireless sensor networks: a survey on recent developments and potential synergies. J. Supercomput. 68(1), 1–48 (2014)

    Article  Google Scholar 

  21. ur Rehman, A., Abbasi, A.Z., Islam, N., Shaikh, Z.A.: A review of wireless sensors and networks’ applications in agriculture. Comput. Stand. Interfaces 36(2), 263–270 (2014)

    Article  Google Scholar 

  22. Stamenkovic, Z., Randjic, S., Santamaria, I., Pesovic, U., Panic, G., Tanaskovic, S.: Advanced wireless sensor nodes and networks for agricultural applications. In: 2016 24th Telecommunications Forum (TELFOR), pp. 1–8. IEEE, Piscataway (2016)

    Google Scholar 

  23. Baggio, A.: Wireless sensor networks in precision agriculture. In: ACM Workshop on Real-World Wireless Sensor Networks (REALWSN 2005), Stockholm, Sweden, vol. 20 (2005)

    Google Scholar 

  24. Wark, T., Corke, P., Sikka, P., Klingbeil, L., Guo, Y., Crossman, C., Valencia, P., Swain, D., Bishop-Hurley, G.: Transforming agriculture through pervasive wireless sensor networks. IEEE Pervasive Comput. 6(2), 50–57 (2007)

    Article  Google Scholar 

  25. Langendoen, K., Baggio, A., Visser, O.: Murphy loves potatoes: experiences from a pilot sensor network deployment in precision agriculture. In: 2006 20th International Parallel and Distributed Processing Symposium, IPDPS 2006, p. 8 (2006)

    Google Scholar 

  26. Bogena, H.R., Weuthen, A., Rosenbaum, U., Huisman, J.A., Vereecken, H.: Soilnet-a zigbee based soil moisture sensor network. In: AGU Fall Meeting Abstracts (2007)

    Google Scholar 

  27. Riquelme, J.L., Soto, F., Suardíaz, J., Sánchez, P., Iborra, A., Vera, J.A.: Wireless sensor networks for precision horticulture in southern Spain. Comput. Electron. Agric. 68(1), 25–35 (2009)

    Article  Google Scholar 

  28. Garcia-Sanchez, A.J., Garcia-Sanchez, F., Garcia-Haro, J.: Wireless sensor network deployment for integrating video-surveillance and data-monitoring in precision agriculture over distributed crops. Comput. Electron. Agric. 75(2), 288–303 (2011)

    Article  Google Scholar 

  29. Srbinovska, M., Gavrovski, C., Dimcev, V., Krkoleva, A., Borozan, V.: Environmental parameters monitoring in precision agriculture using wireless sensor networks. J. Clean. Prod. 88, 297–307 (2015)

    Article  Google Scholar 

  30. Kim, Y., Evans, R.G., Iversen, W.M.: Remote sensing and control of an irrigation system using a distributed wireless sensor network. IEEE Trans. Instrum. Meas. 57(7), 1379–1387 (2008)

    Article  Google Scholar 

  31. Vellidis, G., Tucker, M., Perry, C., Kvien, C., Bednarz, C.: A real-time wireless smart sensor array for scheduling irrigation. Comput. Electron. Agric. 61(1), 44–50 (2008)

    Article  Google Scholar 

  32. Gutiérrez, J., Villa-Medina, J.F., Nieto-Garibay, A., Porta-Gándara, M.Á.: Automated irrigation system using a wireless sensor network and GPRS module. IEEE Trans. Instrum. Meas. 63(1), 166–176 (2014)

    Article  Google Scholar 

  33. Yue, R., Ying, T.: A novel water quality monitoring system based on solar power supply & wireless sensor network. Procedia Environ. Sci. 12, 265–272 (2012)

    Article  Google Scholar 

  34. Lin, M., Wu, Y., Wassell, I.: Wireless sensor network: Water distribution monitoring system. In: 2008 IEEE Radio and Wireless Symposium, pp. 775–778 (2008)

    Google Scholar 

  35. Ahonen, T., Virrankoski, R., Elmusrati, M.: Greenhouse monitoring with wireless sensor network. In: IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2008, MESA 2008, pp. 403–408 (2008)

    Google Scholar 

  36. Chaudhary, D.D., Nayse, S.P., Waghmare, L.M.: Application of wireless sensor networks for greenhouse parameter control in precision agriculture. Int. J. Wirel. Mob. Netw. (IJWMN) 3(1), 140–149 (2011)

    Article  Google Scholar 

  37. Malaver, A., Motta, N., Corke, P., Gonzalez, F.: Development and integration of a solar powered unmanned aerial vehicle and a wireless sensor network to monitor greenhouse gases. Sensors 15(2), 4072–4096 (2015)

    Article  Google Scholar 

  38. Burrell, J., Brooke, T., Beckwith, R.: Vineyard computing: sensor networks in agricultural production. IEEE Pervasive Comput. 3(1), 38–45 (2004)

    Article  Google Scholar 

  39. Morais, R., Fernandes, M.A., Matos, S.G., Serôdio, C., Ferreira, P., Reis, M.: A zigbee multi-powered wireless acquisition device for remote sensing applications in precision viticulture. Comput. Electron. Agric. 62(2), 94–106 (2008)

    Article  Google Scholar 

  40. World Meteorological Organization: WMO guide to meteorological instruments and methods of observation: WMO-8 Part I: measurement of meteorological variables, Annex 1.E. World Meteorological Organization, Geneva (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Max Frohberg , Stefan Weidling or Peter Langendoerfer .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Frohberg, M., Weidling, S., Langendoerfer, P. (2021). Challenges in Developing a Wireless Sensor Network for an Agricultural Monitoring and Decision System. In: Ghita, B., Shiaeles, S. (eds) Selected Papers from the 12th International Networking Conference. INC 2020. Lecture Notes in Networks and Systems, vol 180. Springer, Cham. https://doi.org/10.1007/978-3-030-64758-2_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-64758-2_16

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-64757-5

  • Online ISBN: 978-3-030-64758-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics