Skip to main content

A Review to Forest Fires and Its Detection Techniques Using Wireless Sensor Network

  • Conference paper
  • First Online:
Advances in Communication and Computational Technology (ICACCT 2019)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 668))

Abstract

Recently reported technological growth in wireless sensor network (WSN) has extended its application in various disastrous applications. One of the most concerned issues is the forest fires occurring across the globe. Every year thousands of hectares of forest are burnt in the forest fires occurring due to one or the other reasons. Although numerous attempts have been made for the detection of forest fires at the earliest, there is still scope for the utilization of optimum technique for the same. This paper aims to report a review of taxonomy of some of the significant forest fire detection techniques encountered in the literature so far. Moreover, scenario of the forest fires prevailing in India is also discussed. In this paper, the comprehensive tabular study of the state-of-art techniques is given which will help in the appropriate selection of methods to be employed for the real-time detection of forest fire.

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 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

References

  1. Vasudeva SP (2018) Disastrous Forest Fires: Management and Control. Indian J Public Adm 64:237–253

    Google Scholar 

  2. What is the status of Forest fires in India? In: FACTLY. https://factly.in/what-is-the-status-of-forest-fires-in-india/. Accessed 2 Oct 2019

  3. Keenan RJ, Reams GA, Achard F, de Freitas JV, Grainger A, Lindquist E (2015) Dynamics of global forest area: Results from the FAO global forest resources assessment 2015. For Ecol Manag 352:9–20

    Article  Google Scholar 

  4. Bahuguna VK, Upadhay A (2002) Forest fires in India: policy initiatives for community participation. Int For Rev 4:122–127

    Google Scholar 

  5. List of wildfires. Wikipedia (2019)

    Google Scholar 

  6. Joseph S, Anitha K, Murthy MSR (2009) Forest fire in India: a review of the knowledge base. J For Res 14:127–134

    Article  Google Scholar 

  7. Certini G (2005) Effects of fire on properties of forest soils: a review. Oecologia 143:1–10

    Article  Google Scholar 

  8. Verma S, Sood N, Sharma AK (2019) Genetic Algorithm-based Optimized Cluster Head selection for single and multiple data sinks in Heterogeneous Wireless Sensor Network. Appl Soft Comput 105788

    Google Scholar 

  9. Ammari HM, Gomes N, Grosky WI, Jacques M, Maxim B, Yoon D (2012) Review of applications of wireless sensor networks. Wirel Sens Netw Curr Status Future Trends 1

    Google Scholar 

  10. Ahmed A, Bakar KA, Channa MI, Khan AW, Haseeb K (2017) Energy-aware and secure routing with trust for disaster response wireless sensor network. Peer-Peer Netw Appl 10:216–237

    Article  Google Scholar 

  11. DJurišić MP, Tafa Z, Dimić G, Milutinović V (2012) A survey of military applications of wireless sensor networks. In: Embedded Computing (MECO), 2012 Mediterranean Conference on. IEEE, pp 196–199

    Google Scholar 

  12. Akkaya K, Younis M (2005) A survey on routing protocols for wireless sensor networks. Ad Hoc Netw 3:325–349

    Article  Google Scholar 

  13. Al-Karaki JN, Kamal AE (2004) Routing techniques in wireless sensor networks: a survey. IEEE Wirel Commun 11:6–28

    Article  Google Scholar 

  14. Verma S, Sood N, Sharma AK (2018) Design of a novel routing architecture for harsh environment monitoring in heterogeneous WSN. IET Wirel Sens Syst

    Google Scholar 

  15. Verma S, Sood N, Sharma AK (2019) QoS provisioning-based routing protocols using multiple data sink in IoT-based WSN. Mod Phys Lett A 1950235

    Google Scholar 

  16. Dubey V, Kumar P, Chauhan N (2019) Forest Fire Detection System Using IoT and Artificial Neural Network. In: International Conference on Innovative Computing and Communications. Springer, pp 323–337

    Google Scholar 

  17. Mohapatra S, Khilar PM (2016) Forest fire monitoring and detection of faulty nodes using wireless sensor network. In: Region 10 Conference (TENCON). IEEE, pp 3232–3236

    Google Scholar 

  18. Verma S, Sood N, Sharma AK (2019) A novelistic approach for energy efficient routing using single and multiple data sinks in heterogeneous wireless sensor network. Peer–Peer Netw Appl 1–27

    Google Scholar 

  19. Pant D, Verma S, Dhuliya P (2017) A study on disaster detection and management using WSN in Himalayan region of Uttarakhand. In: 2017 3rd International conference on advances in computing, communication & automation (ICACCA)(Fall). IEEE, pp 1–6

    Google Scholar 

  20. Alami HE, Najid A (2017) Routing-Gi: routing technique to enhance energy efficiency in WSNs. Int J Ad Hoc Ubiquitous Comput 25:241–251

    Article  Google Scholar 

  21. Granger JE (1984) Fire in forest. In: Ecological effects of fire in South African ecosystems. Springer, pp 177–197

    Google Scholar 

  22. Javaid N, Waseem M, Khan ZA, Qasim U, Latif K, Javaid A (2013) ACH: Away cluster heads scheme for energy efficient clustering protocols in WSNs. In: Electronics, Communications and Photonics Conference (SIECPC), 2013 Saudi International. IEEE, pp 1–4

    Google Scholar 

  23. Aslan YE, Korpeoglu I, Ulusoy Ö (2012) A framework for use of wireless sensor networks in forest fire detection and monitoring. Comput Environ Urban Syst 36:614–625

    Article  Google Scholar 

  24. Bahrepour M, Meratnia N, Havinga PJ (2008) Automatic fire detection: A survey from wireless sensor network perspective. Pervasive Syst Group Univeristy Twente

    Google Scholar 

  25. Shahid N, Naqvi IH, Qaisar SB (2015) Characteristics and classification of outlier detection techniques for wireless sensor networks in harsh environments: a survey. Artif Intell Rev 43:193–228

    Article  Google Scholar 

  26. Alkhatib AA (2014) A review on forest fire detection techniques. Int J Distrib Sens Netw 10:597368

    Article  Google Scholar 

  27. Stowe LL, Jacobowitz H, Ohring G, Knapp KR, Nalli NR (2002) The advanced very high resolution radiometer (AVHRR) Pathfinder Atmosphere (PATMOS) climate dataset: Initial analyses and evaluations. J Clim 15:1243–1260

    Article  Google Scholar 

  28. Justice CO, Townshend JRG, Vermote EF, Masuoka E, Wolfe RE, Saleous N, Roy DP, Morisette JT (2002) An overview of MODIS Land data processing and product status. Remote Sens Environ 83:3–15

    Article  Google Scholar 

  29. Nakau K, Fukuda M, Kushida K, Hayasaka H, Kimura K, Tani H (2006) Forest fire detection based on MODIS satellite imagery, and Comparison of NOAA satellite imagery with fire fighters’ Information. In: IARC/JAXA Terrestrial Team Workshop, pp 18–23

    Google Scholar 

  30. Aslan Y (2010) A framework for the use of wireless sensor networks in the forest fire detection and monitoring. Dep Comput Eng Inst Eng Sci Bilkent Univ (MS thesis)

    Google Scholar 

  31. Robert S, Józef P, Ryszard S (2013) EUFOFINET: european collaboration to improve preparation and response to wildfires and forest fires in Europe. Bezp Tech Pożarnicza 32

    Google Scholar 

  32. Devadevan V, Sankaranarayanan S (2019) Forest fire information system using wireless sensor network. In: Environmental Information Systems: Concepts, Methodologies, Tools, and Applications. IGI Global, pp 894–911

    Google Scholar 

  33. Yu L, Wang N, Meng X (2005) Real-time forest fire detection with wireless sensor networks. In: Proceedings. 2005 International Conference on Wireless Communications, Networking and Mobile Computing, 2005. IEEE, pp 1214–1217

    Google Scholar 

  34. Zhang J, Li W, Han N, Kan J (2008) Forest fire detection system based on a ZigBee wireless sensor network. Front For China 3:369–374

    Article  Google Scholar 

  35. Hefeeda M, Bagheri M (2009) Forest fire modeling and early detection using wireless sensor networks. Ad Hoc Sens Wirel Netw 7:169–224

    Google Scholar 

  36. Koga T, Toyoda K, Sasase I (2014) Priority based routing for forest fire monitoring in wireless sensor network. J Telecommun Inf Technol 90–97

    Google Scholar 

  37. Jan MA, Nanda P, He X, Liu RP (2015) A sybil attack detection scheme for a centralized clustering-based hierarchical network. In: 2015 IEEE Trustcom/BigDataSE/ISPA. IEEE, pp 318–325

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shalli Rani .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Dogra, R., Rani, S., Sharma, B. (2021). A Review to Forest Fires and Its Detection Techniques Using Wireless Sensor Network. In: Hura, G.S., Singh, A.K., Siong Hoe, L. (eds) Advances in Communication and Computational Technology. ICACCT 2019. Lecture Notes in Electrical Engineering, vol 668. Springer, Singapore. https://doi.org/10.1007/978-981-15-5341-7_101

Download citation

  • DOI: https://doi.org/10.1007/978-981-15-5341-7_101

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-5340-0

  • Online ISBN: 978-981-15-5341-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics