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Intelligent Bio-Environments: Exploring Fuzzy Logic Approaches to the Honeybee Crisis

M. Bassford, B. Painter
2016 2016 12th International Conference on Intelligent Environments (IE)  
The honeybee hive is presented as a specific example of an intelligent bio-environment that unfortunately, under certain indicative circumstances, can fail within the natural world.  ...  This paper presents an overview of how fuzzy logic can be employed to model intelligent bio-environments.  ...  Beehive Monitoring Systems and Sensor Fusion There is great value in using an automated monitoring system to collect information about an intelligent bioenvironment and explore the critical point at which  ... 
doi:10.1109/ie.2016.45 dblp:conf/intenv/BassfordP16 fatcat:r6rk4lxarzd3roejgwxzpd7wjq

Current achievements and future developments of a novel AI based visual monitoring of beehives in ecotoxicology and for the monitoring of landscape structures [article]

Frederic Tausch, Katharina Luise Schmidt, Matthias Diehl
2020 bioRxiv   pre-print
A novel Artificial Intelligence (AI) based visual monitoring system could enable the partial automatization of data collection on activity, forager loss and impairment of the central nervous system.  ...  The possibility to extract features from image data could prospectively also allow an assessment of pollen intake and a differentiation of dead bees, drones and worker bees as well as other insects such  ...  Materials and Methods Fig. 1 Visual monitoring device in front of the hive entrence Fig. 1 Visuelles Monitoring-System vor dem Eingang des Bienenstocks An AI based visual monitoring technology for  ... 
doi:10.1101/2020.02.04.933580 fatcat:re2p7b6kgjhjtgi6kyzdswvwsa

AnB IntelligentB MonitoringB SystemB forB AssessingB BeeB HiveB Health

Diogo Braga, Ana Madureira, Fabio Scotti, Vincenzo Piuri, Ajith Abraham
2021 IEEE Access  
ACKNOWLEDGMENT This study was developed under the 2nd Edition of the New Talents in Artificial Intelligence Program of the Calouste Gulbenkian Foundation.  ...  successful implementation of the bee hive health monitoring system.  ...  As such, in order to assess the health status of a bee hive (the population), one must be able to first assess the health of the bees (individuals).  ... 
doi:10.1109/access.2021.3089538 fatcat:tcj4vru74nawna5o2ixn4rswlu

A systems‐based approach to the environmental risk assessment of multiple stressors in honey bees

EFSA Scientific Committee, Simon More, Vasileios Bampidis, Diane Benford, Claude Bragard, Thorhallur Halldorsson, Antonio Hernández‐Jerez, Susanne Hougaard Bennekou, Kostas Koutsoumanis, Kyriaki Machera, Hanspeter Naegeli, Søren Saxmose Nielsen (+15 others)
2021 EFSA Journal  
To this end, a systems-based approach that is composed of two core components: a monitoring system and a modelling system are put forward with honey bees taken as a showcase.  ...  For the monitoring, sentinel hives would be placed across representative climatic zones and landscapes in the EU and connected to a platform for data storage and analysis.  ...  The systems-based approach relies on interoperable data that flow from a monitoring system (sentinel honey bee colonies and hives) to a modelling system (ApisRAM, an agent-based simulation model of a honey  ... 
doi:10.2903/j.efsa.2021.6607 pmid:34025804 pmcid:PMC8135085 fatcat:ztjdobaal5e3hhrrllji2hbezq

Toward Audio Beehive Monitoring Based on IoT-AI techniques: A Survey and Perspective

Nguyen Huu Du, Nguyen Doan Dong, Vu Thi Luu, Nguyen Van Hoang, Pham Hong Thai, Phan Thanh Ngoc, Nguyen Viet Long, Phan Thi Thu Hong
2020 Vietnam Journal of Agricultural Sciences  
In beekeeping, monitoring beehives plays an important role to make sure the health of bee colonies and to reduce negative effects that could happen for the colonies.  ...  To understand the use of the AI-based technologies in automatic monitoring beehives, this paper provides a survey on the beehive monitoring system based on audio data and AI techniques.  ...  Acknowledgements The authors thank the anonymous referees for their insightful and valuable suggestions which helped to improve the quality of the final manuscript.  ... 
doi:10.31817/vjas.2020.3.1.06 fatcat:h2supubgqjbdzn43qhonaxiz64

Automated Beehive Acoustics Monitoring: A Comprehensive Review of the Literature and Recommendations for Future Work

Mahsa Abdollahi, Pierre Giovenazzo, Tiago H. Falk
2022 Applied Sciences  
Bees play an important role in agriculture and ecology, and their pollination efficiency is essential to the economic profitability of farms.  ...  The drastic decrease in bee populations witnessed over the last decade has attracted great attention to automated remote beehive monitoring research, with beehive acoustics analysis emerging as a prominent  ...  For example, hive health and colony strength monitoring applications have emerged based on temperature, humidity, and CO 2 sensors [12, [14] [15] [16] .  ... 
doi:10.3390/app12083920 fatcat:qrwqzggzp5efhd6rwjnpqyc3tm

Application of A Precision Apiculture System to Monitor Honey Daily Production

Pietro Catania, Mariangela Vallone
2020 Sensors  
PAS was installed in common hives and placed in an open field in a French honeysuckle plot; the system was developed to operate in continuous mode, monitoring the period of 24 April–1 June 2019.  ...  and outside the hive, in order to assess their influence on honey production.  ...  Acknowledgments: The authors are grateful to the "Parchi" farm in Castellammare del Golfo, Italy, for the availability of the beehives and to Mr. S.A. for supporting the test execution.  ... 
doi:10.3390/s20072012 pmid:32260116 fatcat:jsj636ucvbez5lpnijggug3wce

OPTIMIZATION AND IMPLEMENTATION OF WIRELESS SENSOR NETWORK PERFORMANCEUSING ANT BEE COLONY

Anu Kadian
2017 International Journal of Advanced Research in Computer Science  
biological background based ant bee colony is used.A efficient ant bee colony based routing algorithm for Mobile Ad hoc Networks is obtained.  ...  Aim is to produce a routing algorithm which works efficiently with constantly changing locations of the mobile node by implementing traditional biological background based ant bee colony technique.Traditional  ...  Health care for aged persons will be a very alarming issue.  ... 
doi:10.26483/ijarcs.v8i7.4183 fatcat:cewu5uxvlra53hcf6maratqlhm

Application of fuzzy logic for honey bee colony state detection based on temperature data

Armands Kviesis, Vitalijs Komasilovs, Olvija Komasilova, Aleksejs Zacepins
2020 Biosystems Engineering  
The detection process proposes a Fuzzy Inference System that receives five input parameters and provides an output (defined as "assessment of the colony") pointing to (for now) three defined possible states  ...  Therefore it is important to identify any abnormalities inside the honey bee colony at an early stage, which may be possible using modern technologies e.g. monitoring systems, data processing, and analysis  ...  Bees help to preserve wild biodiversity for 90% of species, and sustain the health and vitality of our food production.  ... 
doi:10.1016/j.biosystemseng.2020.02.010 fatcat:jrr47q6ohzeavm6phazd7v4twm

IoT-Driven Workflows for Risk Management and Control of Beehives

Charbel Kady, Anna Maria Chedid, Ingred Kortbawi, Charles Yaacoub, Adib Akl, Nicolas Daclin, François Trousset, François Pfister, Gregory Zacharewicz
2021 Diversity  
The first is an IoT fixed scale installed on one hive, taking rich continuous measurements, and used as a reference.  ...  , bee colony behavior, etc.).  ...  It includes technical and domain expert support from "l'Atelier du Miel", and donations from "Connecthive" in kind (materials used for experiments).  ... 
doi:10.3390/d13070296 fatcat:ebyen5v6bngptpmshulx3qdpdq

B-GOOD: Giving Beekeeping Guidance by cOmputatiOnal-assisted Decision making

Dirk de Graaf, Martin Bencsik, Lina De Smet, Peter Neumann, Marten Schoonman, José Paulo Sousa, Christopher Topping, Wim Verbeke, James Williams, Coby van Dooremalen
2022 Research Ideas and Outcomes  
In close cooperation with the EU Bee Partnership, an EU-wide bee health and management data platform and affiliated project website will be created to enable sharing of knowledge and learning between scientists  ...  The dynamic bee health and management data platform will allow us to identify correlative relationships among factors impacting the HSI, assess the risk of emerging pests and predators, and enable beekeepers  ...  : an autonomous hive monitoring system for non-invasive real-time data collection from multiple hives.  ... 
doi:10.3897/rio.8.e84129 fatcat:7ju2u4pwmbb6pgcwbrjuop3jmu

COLOSS Activities in 2020 and Proceedings of the COLOSS eConference

Norman Carreck
2020 figshare.com  
allows for artificial intelligence technologies to score beehives on the Health Status Index.  ...  The BEEP platform consists of a responsive web application and a digital hive monitoring system, the BEEP base.  ...  Tracing The Origin of Small Hive Beetles Infesting Eastern and Western Honey Bee Colonies in China Yuanzhen Liu (1,2) , Han Wensu 3 , Gao Jinglin 3 , Su Songkun 4 , Beaurepaire Alexis (1,2) , Yanez Orlando  ... 
doi:10.6084/m9.figshare.13379040.v1 fatcat:ykkigfon5ravtokkjnse2hsazi

OSEMN PROCESS FOR WORKING OVER DATA ACQUIRED BY IOT DEVICES MOUNTED IN BEEHIVES

Kristina Dineva, Tatiana Atanasova
2018 Current Trends in Natural Sciences  
Approaches for obtaining, clearing, studying, modelling, and interpreting collected IoT data are an important issue and a serious challenge for many researchers.  ...  After applying a proper data processing, significant knowledge about the behaviour of individual bee colonies is gained, helping to identify correlations between the different events and the causes that  ...  -Merging the individual data columns into a single table -with the help of the intelligent beehive monitoring system, data for different parameters (temperature, humidity, weight, sound, etc.) is collected  ... 
doaj:8fafa024b1014722a049dfb430f47006 fatcat:in62gwvq2bf2xgm6nlnmzkokhi

Microprocessor-controlled monitoring of honeybee flight activity at the hive entrance

M. H. Struye, H. J. Mortier, G. Arnold, C. Miniggio, R. Borneck
1994 Apidologie  
An important parameter in evaluating the activity of a honeybee colony is given by the number of bees leaving and entering the hive as a function of time.  ...  The counter fits the standard hive measurement (10 combs), and provides access to the hive via 32 bi-directional channels.  ...  INTRODUCTION Bee activity at the hive entrance is dependent on many factors, such as climatic conditions, colony health, and the presence of an adequate food supply.  ... 
doi:10.1051/apido:19940405 fatcat:srjlixjrnrhehnciy3fjvmapxq

Foundation of CS-DC e-Laboratory: Open Systems Exploration for Ecosystems Leveraging [chapter]

Masatoshi Funabashi, Peter Hanappe, Takashi Isozaki, AnneMarie Maes, Takahiro Sasaki, Luc Steels, Kaoru Yoshida
2016 First Complex Systems Digital Campus World E-Conference 2015  
, Open Systems Simulation and One-Health Food Lab.  ...  ranging over food, health, community, economy, and environment. 6 projects have begun to collaborate in e-laboratory, namely Synecoculture, P2P Food Lab, Open Systems Data Analytics, The Bee Laboratory  ...  Together with outside and inside video monitoring it forms a non-intrusive scanning device for controlling the colony's health and development.  ... 
doi:10.1007/978-3-319-45901-1_37 fatcat:fyoqcc52mvbxrie7b2ksxwynqy
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