Skip to main content
Top

2023 | OriginalPaper | Chapter

Prototype Based on a LoRaWAN Network for Storing Multivariable Data, Oriented to Agriculture with Limited Resources

Authors : Steven Castro, Jhonattan Iñacasha, Gustavo Mesias, William Oñate

Published in: Proceedings of Seventh International Congress on Information and Communication Technology

Publisher: Springer Nature Singapore

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

search-config
loading …

Abstract

Due to the advancement in information digitization in the agricultural area that has resulted in processes which are more intelligent and independent of precision agriculture, having as objective the verification, quantification, calculation, processing, and storage of variables immersed in the agricultural area, the present work shows a LoRa sensors network system, with visualization in a cloud environment through The Things Network and data analysis in an IoT platform called ThingSpeak. The objective of the use of sensors in precision agriculture (PA) is to measure the different environmental parameters (e.g., temperature, humidity, soil pH value), which are sent through a LoRaWAN gateway that receives the variables sensed by the final nodes and in turn incorporates a specialized node based on artificial vision to obtain the vegetation index. In addition, a comparison with a commercial datalogger is carried out, achieving an average error of 3.67% in the measured variables and a cost 17 times smaller in the design of the proposed system.

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
8.
go back to reference Kim Y, Oh J, Choi J, Kim Y. Comparative analysis of the hyperspectral vegetation index and radar vegetation index : a novel fusion vegetation index. Department of Civil and Environmental Engineering , Seoul National University , Republic of Korea Department of Civil Engineering, C, pp 1–4 Kim Y, Oh J, Choi J, Kim Y. Comparative analysis of the hyperspectral vegetation index and radar vegetation index : a novel fusion vegetation index. Department of Civil and Environmental Engineering , Seoul National University , Republic of Korea Department of Civil Engineering, C, pp 1–4
9.
go back to reference Zhao H, Li Y (2020) Monitoring monthly soil moisture conditions in China with temperature vegetation dryness indexes based on an enhanced vegetation index and normalized difference vegetation index Zhao H, Li Y (2020) Monitoring monthly soil moisture conditions in China with temperature vegetation dryness indexes based on an enhanced vegetation index and normalized difference vegetation index
12.
go back to reference Wiangtong T (2020) IoT-based versatile platform for precision farming. In: 2018 18th International symposium on communications and information technologies no. ISCIT 2018, pp. 438–441 Wiangtong T (2020) IoT-based versatile platform for precision farming. In: 2018 18th International symposium on communications and information technologies no. ISCIT 2018, pp. 438–441
13.
go back to reference Lavric A, Petrariu A (2018) LoRaWAN communication protocol : the new era of IoT. pp 74–77 Lavric A, Petrariu A (2018) LoRaWAN communication protocol : the new era of IoT. pp 74–77
14.
go back to reference Barro A. TLTN—The local things network : on the design of a LoRaWAN gateway with autonomous servers for disconnected communities, pp 1–4 Barro A. TLTN—The local things network : on the design of a LoRaWAN gateway with autonomous servers for disconnected communities, pp 1–4
15.
go back to reference Wang J (2019) Design and implementation of small monitoring wireless network system based on LoRa IAEAC, pp 296–299 Wang J (2019) Design and implementation of small monitoring wireless network system based on LoRa IAEAC, pp 296–299
17.
go back to reference Bernardinetti G (2020) Disconnection attacks against LoRaWAN 1.0. X ABP devices Bernardinetti G (2020) Disconnection attacks against LoRaWAN 1.0. X ABP devices
21.
go back to reference Parida MD (2019) Real-time environment monitoring system using ESP8266 and ThingSpeak on Internet of Things platform. no ICICCS, pp 225–229 Parida MD (2019) Real-time environment monitoring system using ESP8266 and ThingSpeak on Internet of Things platform. no ICICCS, pp 225–229
22.
go back to reference Hartner R, Tschandl M, Bischof C. Digital shop floor management : a practical framework for implementation Hartner R, Tschandl M, Bischof C. Digital shop floor management : a practical framework for implementation
23.
go back to reference De Barros C, Callegari S, Caires W, Amorim S, Silva MP, Pereira HA (2018) Low-cost solar irradiance meter using LDR sensors. In: 2018 13th IEEE international conference industry applications, pp 2–79 De Barros C, Callegari S, Caires W, Amorim S, Silva MP, Pereira HA (2018) Low-cost solar irradiance meter using LDR sensors. In: 2018 13th IEEE international conference industry applications, pp 2–79
Metadata
Title
Prototype Based on a LoRaWAN Network for Storing Multivariable Data, Oriented to Agriculture with Limited Resources
Authors
Steven Castro
Jhonattan Iñacasha
Gustavo Mesias
William Oñate
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-1610-6_21