Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: Edge computing in IoT-enabled honeybee monitoring for the detection of "Varroa destructor"
Creator:
Wachowicz, Anna ; Pytlik, Jakub ; Małysiak-Mrozek, Bożena ; Tokarz, Krzysztof ; Mrozek, Dariusz
Date:
Resource Type:
Contributor:
Wiśniewski, Remigiusz - ed. ; Gomes, Luis - ed. ; Wan, Shaohua - ed.
Subtitle:
Group publication title:
Abstract:
Among many important functions, bees play a key role in food production. Unfortunately, worldwide bee populations have been decreasing since 2007. One reason for the decrease of adult worker bees is varroosis, a parasitic disease caused by the "Varroa destructor" ("V. destructor") mite. Varroosis can be quickly eliminated from beehives once detected. However, this requires them to be monitored continuously during periods of bee activity to ensure that "V. destructor" mites are detected before they spread and infest the entire beehive. To this end, the use of Internet of things (IoT) devices can significantly increase detection speed. ; Comprehensive solutions are required that can cover entire apiaries and prevent the disease from spreading between hives and apiaries. In this paper, we present a solution for global monitoring of apiaries and the detection of "V. destructor" mites in beehives. Our solution captures and processes video streams from camera-based IoT devices, analyzes those streams using edge computing, and constructs a global collection of cases within the cloud. We have designed an IoT device that monitors bees and detects "V. destructor" infestation via video stream analysis on a GPU-accelerated Nvidia Jetson Nano. Experimental results show that the detection process can be run in real time while maintaining similar efficacy to alternative approaches.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 32, number 3 (2022) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repozytorium > Jednostki organizacyjne > Wydział Informatyki, Elektrotechniki i Automatyki
- Repozytorium > Typy utworów > Artykuły
- Repozytorium > Czasopisma naukowe i serie wydawnicze UZ > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2022)
Last modified:
23 lip 2025
In our library since:
23 lip 2025
Number of object content hits:
13
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/101485
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 1 (2022)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 2 (2022)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 3 (2022)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 4 (2022)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| Edge computing in IoT-enabled honeybee monitoring for the detection of "Varroa destructor" | 23 lip 2025 |
Objects Similar
Kaczorowska-Spychalska, Dominika Moczulska, Marta - red. Preston, Peter- red. jęz. Stankiewicz, Janina - red. nacz. Zmyślony, Roman - red. statyst. Adamczyk, Janusz- red. Skalik, Jan - red.
Chou, Jyun-Jhe Shih, Chi-Sheng Wang, Wei-Dean Huang, Kuo-Chin Kobusińska, Anna - ed. Hsu, Ching-Hsien - ed. Lin, Kwei-Jay - ed.
Kaczorowska-Spychalska, Dominika Moczulska, Marta - red. Preston, Peter- red. jęz. Stankiewicz, Janina - red. nacz. Zmyślony, Roman - red. statyst. Adamczyk, Janusz- red. Skalik, Jan - red.
Ashok, Kanneboina Gopikrishnan, Sundaram Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Tenne, Yoel Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Rafajłowicz, Ewaryst (1953- ) Wnuk, Marek Rafajłowicz, Wojciech Korbicz, Józef (1951- ) - ed. Sauter, Dominique - ed.
Markiewicz, Tomasz Dziekiewicz, Mirosław Maruszyński, Marek Bogusławska-Walecka, Romana Kozłowski, Wojciech Korbicz, Józef (1951- ) - red. Kowal, Marek - red.
Florea, Corneliu Florea, Laura Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
