Skip to main content
Top

2021 | OriginalPaper | Chapter

IoT-Based Brinjal Crop Monitoring System

Authors : Navdeep Kaur, Gaurav Deep

Published in: Smart Sensors for Industrial Internet of Things

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Many real-time applications perceive the various advances made in numerous domains using new technologies. Still, the use of these new innovations in the agricultural sector remains a challenging task. This paper uses a remote crop monitoring mechanism using LoRaWAN in the greenhouse. The motive of this paper is to enhance the traditional way of agriculture in rural areas with the help of a wireless sensor network using LoRaWAN protocol. This paper proposes a design and implementation of a system having an IoT-based sensor that senses the temperature of the environment inside the greenhouse for brinjal with the aim to control the devices like fan and heater according to the optimal range for food production and proper growth of the crop. The proposed model is implemented and validated using the CupCarbon simulator. The results show that our approach is fast and that this model provides shorter simulation time with greater efficiency.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Liang, S., Kustas, W., Schaepman-Strub, G., Li, X.: Impacts of climate change and land-use changes on land surface radiation and energy budgets. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 3(3), 219–224 (2010)CrossRef Liang, S., Kustas, W., Schaepman-Strub, G., Li, X.: Impacts of climate change and land-use changes on land surface radiation and energy budgets. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 3(3), 219–224 (2010)CrossRef
2.
go back to reference Waldman, K.B., Attari, S.Z., Gower, D.B., Giroux, S.A., Caylor, K.K., Evans, T.P.: The salience of climate change in farmer decision-making within smallholder semi-arid agroecosystems. Clim. Chang. 156, 527–543 (2019)CrossRef Waldman, K.B., Attari, S.Z., Gower, D.B., Giroux, S.A., Caylor, K.K., Evans, T.P.: The salience of climate change in farmer decision-making within smallholder semi-arid agroecosystems. Clim. Chang. 156, 527–543 (2019)CrossRef
3.
go back to reference Deshmukh-Bhosale, S., Sonavane, S.S.: A real-time intrusion detection system for wormhole attack in the RPL based internet of things. Procedia Manuf. 32, 840–847 (2019)CrossRef Deshmukh-Bhosale, S., Sonavane, S.S.: A real-time intrusion detection system for wormhole attack in the RPL based internet of things. Procedia Manuf. 32, 840–847 (2019)CrossRef
4.
go back to reference Malik, M., Dutta, M.: Contiki-based mitigation of UDP flooding attacks on the internet of things. In: 2017 International Conference on Computing, Communication, and Automation (ICCCA), pp. 1296–1300. IEEE, Washington, DC (2017) Malik, M., Dutta, M.: Contiki-based mitigation of UDP flooding attacks on the internet of things. In: 2017 International Conference on Computing, Communication, and Automation (ICCCA), pp. 1296–1300. IEEE, Washington, DC (2017)
5.
go back to reference Jaiganesh, S., Gunaseelan, K., Ellappan, V.: IOT agriculture to improve food and farming technology. In: In 2017 Conference on Emerging Devices and Smart Systems (ICEDSS), pp. 260–266. IEEE, Washington, DC (2017)CrossRef Jaiganesh, S., Gunaseelan, K., Ellappan, V.: IOT agriculture to improve food and farming technology. In: In 2017 Conference on Emerging Devices and Smart Systems (ICEDSS), pp. 260–266. IEEE, Washington, DC (2017)CrossRef
6.
go back to reference Shenoy, J., Pingle, Y.: IOT in agriculture. In: 2016 Third International Conference on Computing for Sustainable Global Development (INDIACom), pp. 1456–1458. IEEE, Washington, DC (2016) Shenoy, J., Pingle, Y.: IOT in agriculture. In: 2016 Third International Conference on Computing for Sustainable Global Development (INDIACom), pp. 1456–1458. IEEE, Washington, DC (2016)
7.
go back to reference González-Amarillo, C.A., Corrales-Muñoz, J.C., Mendoza-Moreno, M.Á., Hussein, A.F., Arunkumar, N., Ramirez-González, G.: An IoT-based traceability system for greenhouse seedling crops. IEEE Access. 6, 67528–67535 (2018)CrossRef González-Amarillo, C.A., Corrales-Muñoz, J.C., Mendoza-Moreno, M.Á., Hussein, A.F., Arunkumar, N., Ramirez-González, G.: An IoT-based traceability system for greenhouse seedling crops. IEEE Access. 6, 67528–67535 (2018)CrossRef
8.
go back to reference Zhuo, Z., Gao, C., Liu, Y.: Regional grain yield response to climate change in China: a statistic modeling approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 7(11), 4472–4479 (2014)CrossRef Zhuo, Z., Gao, C., Liu, Y.: Regional grain yield response to climate change in China: a statistic modeling approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 7(11), 4472–4479 (2014)CrossRef
9.
go back to reference Kumar, S., Khanna, M.: Temperature and production efficiency growth: empirical evidence. Clim. Chang. 156(1–2), 209–229 (2019)CrossRef Kumar, S., Khanna, M.: Temperature and production efficiency growth: empirical evidence. Clim. Chang. 156(1–2), 209–229 (2019)CrossRef
10.
go back to reference Pham, Y., Reardon-Smith, K., Mushtaq, S., Cockfield, G.: The impact of climate change and variability on coffee production: a systematic review. Clim. Chang. 156(4), 609–630 (2019)CrossRef Pham, Y., Reardon-Smith, K., Mushtaq, S., Cockfield, G.: The impact of climate change and variability on coffee production: a systematic review. Clim. Chang. 156(4), 609–630 (2019)CrossRef
11.
go back to reference Mall, R.K., Singh, R., Gupta, A., Srinivasan, G., Rathore, L.S.: Impact of climate change on Indian agriculture: a review. Clim. Chang. 78(2–4), 445–478 (2006)CrossRef Mall, R.K., Singh, R., Gupta, A., Srinivasan, G., Rathore, L.S.: Impact of climate change on Indian agriculture: a review. Clim. Chang. 78(2–4), 445–478 (2006)CrossRef
12.
go back to reference Pandithurai, O., Aishwarya, S., Aparna, B., Kavitha, K.: Agro-tech: a digital model for monitoring soil and crops using the internet of things (IoT). In: In 2017 Third International Conference on Science Technology Engineering & Management (ICONSTEM), pp. 342–346. IEEE, Washington, DC (2017)CrossRef Pandithurai, O., Aishwarya, S., Aparna, B., Kavitha, K.: Agro-tech: a digital model for monitoring soil and crops using the internet of things (IoT). In: In 2017 Third International Conference on Science Technology Engineering & Management (ICONSTEM), pp. 342–346. IEEE, Washington, DC (2017)CrossRef
13.
go back to reference Kang, M., Fan, X.R., Hua, J., Wang, H., Wang, X., Wang, F.Y.: Managing traditional solar greenhouse with CPSS: a just-for-fit philosophy. IEEE Trans. Cybern. 48(12), 3371–3380 (2018)CrossRef Kang, M., Fan, X.R., Hua, J., Wang, H., Wang, X., Wang, F.Y.: Managing traditional solar greenhouse with CPSS: a just-for-fit philosophy. IEEE Trans. Cybern. 48(12), 3371–3380 (2018)CrossRef
14.
go back to reference Bounceur, A., Marc, O., Lounis, M., Soler, J., Clavier, L., Combeau, P., et al.: Cupcarbon-lab: An IoT emulator. In: 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 1–2. IEEE, Washington, DC (2018) Bounceur, A., Marc, O., Lounis, M., Soler, J., Clavier, L., Combeau, P., et al.: Cupcarbon-lab: An IoT emulator. In: 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 1–2. IEEE, Washington, DC (2018)
15.
go back to reference Lopez-Pavon, C., Sendra, S., Valenzuela-Valdés, J.F.: Evaluation of CupCarbon network simulator for wireless sensor networks. Netw. Protoc. Algor. 10(2), 1–27 (2018)CrossRef Lopez-Pavon, C., Sendra, S., Valenzuela-Valdés, J.F.: Evaluation of CupCarbon network simulator for wireless sensor networks. Netw. Protoc. Algor. 10(2), 1–27 (2018)CrossRef
16.
go back to reference Vaidya, V.D., Vishwakarma, P.: A comparative analysis on smart home system to control, monitor and secure home, based on technologies like GSM, IoT, Bluetooth and PIC microcontroller with ZigBee modulation. In: 2018 International Conference on Smart City and Emerging Technology (ICSCET), pp. 1–4. IEEE, Washington, DC (2018) Vaidya, V.D., Vishwakarma, P.: A comparative analysis on smart home system to control, monitor and secure home, based on technologies like GSM, IoT, Bluetooth and PIC microcontroller with ZigBee modulation. In: 2018 International Conference on Smart City and Emerging Technology (ICSCET), pp. 1–4. IEEE, Washington, DC (2018)
17.
go back to reference Lourenço, P., Fantoni, A., Vieira, M.: Simulation of an early warning fire system. In: Doctoral Conference on Computing, Electrical and Industrial Systems, pp. 305–317. Springer, Cham (2019) Lourenço, P., Fantoni, A., Vieira, M.: Simulation of an early warning fire system. In: Doctoral Conference on Computing, Electrical and Industrial Systems, pp. 305–317. Springer, Cham (2019)
18.
go back to reference Sumi, L., Ranga, V.: An IoT-VANET-based traffic management system for emergency vehicles in a smart city. In: Recent Findings in Intelligent Computing Techniques, pp. 23–31. Springer, Singapore (2018)CrossRef Sumi, L., Ranga, V.: An IoT-VANET-based traffic management system for emergency vehicles in a smart city. In: Recent Findings in Intelligent Computing Techniques, pp. 23–31. Springer, Singapore (2018)CrossRef
19.
go back to reference Saoudi, M., Bounceur, A., Euler, R., Kechadi, T., Cuzzocrea, A.: Energy-efficient data mining techniques for emergency detection in wireless sensor networks. In: 2016 International IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), pp. 766–771. IEEE, Washington, DC (2016) Saoudi, M., Bounceur, A., Euler, R., Kechadi, T., Cuzzocrea, A.: Energy-efficient data mining techniques for emergency detection in wireless sensor networks. In: 2016 International IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), pp. 766–771. IEEE, Washington, DC (2016)
20.
go back to reference Ayaz, M., Ammad-Uddin, M., Sharif, Z., Mansour, A., Aggoune, E.H.M.: Internet-of-things (IoT)-based smart agriculture: toward making the fields talk. IEEE Access. 7, 129551–129583 (2019)CrossRef Ayaz, M., Ammad-Uddin, M., Sharif, Z., Mansour, A., Aggoune, E.H.M.: Internet-of-things (IoT)-based smart agriculture: toward making the fields talk. IEEE Access. 7, 129551–129583 (2019)CrossRef
21.
go back to reference Núñez V, J.M., et al.: Design and implementation of WSN and IoT for precision agriculture in tomato crops. In: 2018 IEEE ANDESCON, pp. 1–5. IEEE, Washington, DC (2018) Núñez V, J.M., et al.: Design and implementation of WSN and IoT for precision agriculture in tomato crops. In: 2018 IEEE ANDESCON, pp. 1–5. IEEE, Washington, DC (2018)
22.
go back to reference Núñez V, J.M., et al.: Design and implementation of WSN for precision agriculture in white cabbage crops. In: 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON), pp. 1–4. IEEE, Washington, DC (2017) Núñez V, J.M., et al.: Design and implementation of WSN for precision agriculture in white cabbage crops. In: 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON), pp. 1–4. IEEE, Washington, DC (2017)
23.
go back to reference Sharma, A., Srivastava, A., Ram, B., Srivastava, P.C.: Dissipation behavior of spinosad insecticide in soil, cabbage, and cauliflower under subtropical conditions. Pest Manag. Sci. 63(11), 1141–1145 (2007)CrossRef Sharma, A., Srivastava, A., Ram, B., Srivastava, P.C.: Dissipation behavior of spinosad insecticide in soil, cabbage, and cauliflower under subtropical conditions. Pest Manag. Sci. 63(11), 1141–1145 (2007)CrossRef
24.
go back to reference Weinberger, K., Srinivasan, R.: Farmers’ management of cabbage and cauliflower pests in India and their approaches to crop protection. J. Asia Pac. Entomol. 12(4), 253–259 (2009)CrossRef Weinberger, K., Srinivasan, R.: Farmers’ management of cabbage and cauliflower pests in India and their approaches to crop protection. J. Asia Pac. Entomol. 12(4), 253–259 (2009)CrossRef
25.
go back to reference Kadjouh, N., Bounceur, A., Tari, A., Euler, R., Lagadec, L., Laouid, A.: Temperature-based models of batteries for the simulation of wireless sensor networks. In: Proceedings of the Third International Conference on Future Networks and Distributed Systems, p. 22. ACM, New York (2019) Kadjouh, N., Bounceur, A., Tari, A., Euler, R., Lagadec, L., Laouid, A.: Temperature-based models of batteries for the simulation of wireless sensor networks. In: Proceedings of the Third International Conference on Future Networks and Distributed Systems, p. 22. ACM, New York (2019)
26.
go back to reference Mehdi, K., Lounis, M., Bounceur, A., Kechadi, T.: Cupcarbon: a multi-agent and discrete event wireless sensor network design and simulation tool. In: Seventh International ICST Conference on Simulation Tools and Techniques, Lisbon, Portugal, 17–19 Mar 2014, pp. 126–131. Institute for Computer Science, Social Informatics and Telecommunications Engineering (ICST), Belgium (2014) Mehdi, K., Lounis, M., Bounceur, A., Kechadi, T.: Cupcarbon: a multi-agent and discrete event wireless sensor network design and simulation tool. In: Seventh International ICST Conference on Simulation Tools and Techniques, Lisbon, Portugal, 17–19 Mar 2014, pp. 126–131. Institute for Computer Science, Social Informatics and Telecommunications Engineering (ICST), Belgium (2014)
27.
go back to reference Akkurt, M., Küçük, K.: Simulation of smart city applications based on IoT technologies with CupCarbon. In: 2018 Third International Conference on Computer Science and Engineering (UBMK), pp. 179–184. IEEE, Washington, DC (2018)CrossRef Akkurt, M., Küçük, K.: Simulation of smart city applications based on IoT technologies with CupCarbon. In: 2018 Third International Conference on Computer Science and Engineering (UBMK), pp. 179–184. IEEE, Washington, DC (2018)CrossRef
29.
go back to reference No, P.B., Jakhini, P.O.: E-Manual on Improved Production Technologies in Vegetable Crops No, P.B., Jakhini, P.O.: E-Manual on Improved Production Technologies in Vegetable Crops
30.
go back to reference Shinde, D., Siddiqui, N.: IOT based environment change monitoring & controlling in greenhouse using WSN. In: 2018 International Conference on Information, Communication, Engineering and Technology (ICICET), pp. 1–5. IEEE, Washington, DC (2018) Shinde, D., Siddiqui, N.: IOT based environment change monitoring & controlling in greenhouse using WSN. In: 2018 International Conference on Information, Communication, Engineering and Technology (ICICET), pp. 1–5. IEEE, Washington, DC (2018)
31.
go back to reference Nandhini, S.A., Hemalatha, R., Radha, S., Indumathi, K.: Web enabled plant disease detection system for agricultural applications using WMSN. Wirel. Pers. Commun. 102(2), 725–740 (2018)CrossRef Nandhini, S.A., Hemalatha, R., Radha, S., Indumathi, K.: Web enabled plant disease detection system for agricultural applications using WMSN. Wirel. Pers. Commun. 102(2), 725–740 (2018)CrossRef
32.
go back to reference Das, S., Nayak, S., Chakraborty, B., Mitra, S.: Continuous radial growth rate monitoring of horticultural crops using an optical mouse. Sensors Actuators A Phys. 297, 111526 (2019)CrossRef Das, S., Nayak, S., Chakraborty, B., Mitra, S.: Continuous radial growth rate monitoring of horticultural crops using an optical mouse. Sensors Actuators A Phys. 297, 111526 (2019)CrossRef
33.
go back to reference Verma, S., Chug, N., Gadre, D.V.: Wireless sensor network for crop field monitoring. In: 2010 International Conference on Recent Trends in Information, Telecommunication and Computing, pp. 207–211. IEEE, Washington, DC (2010)CrossRef Verma, S., Chug, N., Gadre, D.V.: Wireless sensor network for crop field monitoring. In: 2010 International Conference on Recent Trends in Information, Telecommunication and Computing, pp. 207–211. IEEE, Washington, DC (2010)CrossRef
34.
go back to reference Verma, S., Bhatia, A., Chug, A., Singh, A.P.: Recent advancements in multimedia big data computing for IoT applications in precision agriculture: opportunities, issues, and challenges. In: Multimedia Big Data Computing for IoT Applications, pp. 391–416. Springer, Singapore (2020)CrossRef Verma, S., Bhatia, A., Chug, A., Singh, A.P.: Recent advancements in multimedia big data computing for IoT applications in precision agriculture: opportunities, issues, and challenges. In: Multimedia Big Data Computing for IoT Applications, pp. 391–416. Springer, Singapore (2020)CrossRef
35.
go back to reference Rasdi, Z.M., Salmah, M.C.: Multitrophic system: effect of different concentration of nutrient and pre-infested brinjal (Solanum melongena) on whitefly (Bemisia tabaci) population. In: 2011 Third International Symposium & Exhibition in Sustainable Energy & Environment (ISESEE), pp. 236–242. IEEE, Washington, DC (2011)CrossRef Rasdi, Z.M., Salmah, M.C.: Multitrophic system: effect of different concentration of nutrient and pre-infested brinjal (Solanum melongena) on whitefly (Bemisia tabaci) population. In: 2011 Third International Symposium & Exhibition in Sustainable Energy & Environment (ISESEE), pp. 236–242. IEEE, Washington, DC (2011)CrossRef
36.
go back to reference Affrin, K., Reshma, P., Kumar, G.N.: Control and management of L. orbonalis using WSNs. In: 2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR), pp. 8–13. IEEE, Washington, DC (2017)CrossRef Affrin, K., Reshma, P., Kumar, G.N.: Control and management of L. orbonalis using WSNs. In: 2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR), pp. 8–13. IEEE, Washington, DC (2017)CrossRef
Metadata
Title
IoT-Based Brinjal Crop Monitoring System
Authors
Navdeep Kaur
Gaurav Deep
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-52624-5_15

Premium Partner