precision beekeeping; precision agriculture; lambda architecture; colony collapse disorder; Internet of Things; bee health
Abstract :
[en] The Colony Collapse Disorder (CCD) also entitled ‘Colony Loss’ has a significant impact on the biodiversity, on the pollination of crops and on the profitability. The Internet of Things associated with cloud computing offers possibilities to collect and treat a wide range of data to monitor and follow the health status of the colon. The surveillance of the animals’ pollination by collecting data at large scale is an important issue in order to ensure their survival and pollination, which is mandatory for food production. Moreover, new network technologies like Low Power Wide Area (LPWAN) or 3GPP protocols and the appearance on the market easily programmable nodes allow to create, at low-cost, sensors and effectors for the Internet of Things. In this paper, we propose a technical solution easily replicable, based on accurate and affordable sensors and a cloud architecture to monitor and follow bees’ behavior. This solution provides a platform for researchers to better understand and measure the impacts factors which lead to the mass extinction of bees. The suggested model is also a digital and useful tool for beekeepers to better follow up with their beehives. It helps regularly inspect their hives to check the health of the colony. The massive collection of data opens new research for a better understanding of factors that influence the life of bees.
Mahmoudi, Saïd; Université de Mons - UMONS > Faculté polytechnique > Service d'informatique
Boukraa, Slimane; Higher National Agronomic School > Department of Agriculture and Forestry Zoology
Manneback, Pierre; Université de Mons - UMONS > Faculté Polytechnique > Service d'informatique
Lebeau, Frédéric ; Université de Liège - ULiège > Ingénierie des biosystèmes (Biose) > Biosystems Dynamics and Exchanges
Language :
English
Title :
Web Monitoring of Bee Health for Researchers and Beekeepers Based on the Internet of Things
Publication date :
24 April 2018
Event name :
The 8th International Symposium on Frontiers in Ambient and Mobile Systems (FAMS 2018)
Event place :
Porto, Portugal
Event date :
du 8 mai 2018 au 11 mai 2018
Audience :
International
Journal title :
Procedia Computer Science
eISSN :
1877-0509
Publisher :
Elsevier, Netherlands
Special issue title :
The 9th International Conference on Ambient Systems, Networks and Technologies (ANT 2018) / The 8th International Conference on Sustainable Energy Information Technology (SEIT-2018) / Affiliated Workshops
N Gallai, J-M Salles, J Settele, and BE Vaissière Economic valuation of the vulnerability of world agriculture confronted with pollinator decline Ecological Economics 68 2009 810 821 https://doi.org/10.1016/j.ecolecon.2008.06.014
S Tosi, C Costa, U Vesco, G Quaglia, and G Guido A 3-year survey of Italian honey bee-collected pollen reveals widespread contamination by agricultural pesticides Science of the Total Environment 615 2018 208 218 https://doi.org/10.1016/j.scitotenv.2017.09.226
S Klein, A Cabirol, J-M Devaud, AB Barron, and M Lihoreau Why Bees Are So Vulnerable to Environmental Stressors Trends in Ecology and Evolution 32 4 2017 268 278 https://doi.org/10.1016/j.tree.2016.12.009
RD Booton, Y Iwasa, JAR Marshall, and DZ Childs Stress-mediated Allee effects can cause the sudden collapse of honey bee colonies Journal of Theoretical Biology. 420 2017 213 219 https://doi.org/j.jtbi.2017.03.009
A Clermont, M Eickermann, F Kraus, L Hoffman, and M Beyer Correlation between land covers and honey bee colony losse in a country with industrialized and rural regions Science of the Total Environment 532 2015 1 13 https://doi.org/10.1016/j.scitotenv.2015.05.128
J Wegener, H Ruhnke, K Scheller, S Mispagel, U Knollmann, G Kamp, and K Bienefeld Pathogenesis of varroosis at the level of the honey bee (Apis Mellifera) colony Journal of Insect Physiology. 91-92 2016 1 9 https://doi.org/10.1016/j.jinsphys.2016.06.004
A Zapecins, V Brusbardis, J Meitalovs, and E Stalidzans Challenges in the development of Precision Beekeeping Biosystems Engineering 130 2015 60 71 https://doi.org/j.biosystemseng.2014.12.001
DS Kridi, CGN de Carvalho, and DG Gomes Application of wireless sensor network for beehive monitoring and in-hive thermal patterns detection Computers and Electronics in Agriculture 127 2016 221 235 https://doi.org/10.1016/j.compag.2016.05.013
A Zacepins, A Kviesis, E Stalidzans, M Liepniece, and J Meitalovs Remote detection of the swarming of honeybee colonies by single-point temperature monitoring Biosystems Engineering 148 2016 76 80 https://doi.org/10.1016/j.biosystemseng.2016.05.012
J-A Jian, C-H Wang, C-H Chen, M-S Liao, Y-L Su, W-S Chen, C-P Huang, E-C Yang, and C-L Chuang A WSN-based automatic monitoring system for the foraging behavior of honey bees and environmental factors of beehives Computer and Electronics in Agriculture 123 2016 304 318 https://doi.org/10.1016/j.compag.2016.03.003
F Edwards-Murphy, M Magno, PM Whelan, J O'Halloran, and EM Popovici b+WSN: Smart beehive with preliminary decision tree analysis for agriculture and honey bee health monitoring Computers and Electronics in Agriculture 124 2016 211 219 https://doi.org/10.1016/j.compag.2016.04.008
S Gil-Lebrero, FJ Quilez-Latorre, M Ortiz-López, V Sánchez-Ruiz, V Gámiz-López, and JJ Luna-Rordríguez Honey Bee Colonies Remote Monitoring System Sensors 17 55 2017 1 21 https://doi.org/10.3390/s17010055
S Ferrari, M Silva, M Guarino, and D Berckmans Monitoring of swarming sounds in bee hives for early detection of swarming period Computers and Electronics in Agriculture 64 2008 72 77 https://doi.org/10.1016/j.compag.2008.05.010
WG Meikle, and N Holst Application of continuous monitoring of honeybee colonies Apidologie 46 2015 10 22 https://doi.org/10.1007/s13592-014-0298-x
A Kviesis, and A Zacepins System Architectures for Real-time Bee Colony Temperature Monitoring Procedia Computer Science 43 2015 86 94 https://doi.org/10.1016/j.procs.2014.12.012
M Diáz, C Martin, and B Rubio State-of-the art, challenges, and open issues in the integration of Internet of things and cloud computing Journal of Network and Computer Applications 67 2016 99 117 https://doi.org/10.1016/j.jnca.2016.01.010
O Debauche, S Mahmoudi, ALH Andriamandroso, P Manneback, J Bindelle, and F Lebau Web-based cattle behaviour service for researchers based on the smartphone inertial central. The 14th International Conference on Mobile System and Pervasive Computing (MobiSPC 2017) Procedia Computer Science 110 2017 110 116 https://doi.org/10.1016/j.procs.2017.06.127
Debauche O, Mahmoudi S, Manneback P, Massinon M, Tadrist N, Lebeau F, Mahmoudi SA. Cloud Architecture for Digital Phenotyping and Automation. 3rd International Conference on Cloud Computing Technologies and Applications (CloudTech'17), IEEE. 2018; 1-9. https://doi.org/10.1109/CloudTech.2017.8284718.
CSK Lrfu A spectrum of policies that subsumes the least recently used and least frequently used policies IEEE Transactions on Computers. 50 12 2001 1352 1361 https://doi.org/10.1109/TC.2001.970573
Y Song, J Lin, M Tang, and S Dong An Internet of Energy Things Based on Wireless LPWAN Engineering 3 2017 460 466 https://doi.org/10.1016/J.ENG.2017.04.011
