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In this paper, we present a multimodal dataset obtained from a honey bee colony in Montr\'eal, Quebec, Canada, spanning the years of 2021 to 2022. This apiary comprised 10 beehives, with microphones recording more than 2000 hours of high…

音频与语音处理 · 电气工程与系统科学 2024-06-21 Mahsa Abdollahi , Yi Zhu , Heitor R. Guimarães , Nico Coallier , Ségolène Maucourt , Pierre Giovenazzo , Tiago H. Falk

Ramsey et al. report on the characteristics and temporal distribution of an interesting vibrational signal that they term the whooping signal, primarily based upon a long-term study of vibrations recorded by accelerometers placed inside two…

种群与进化 · 定量生物学 2024-08-27 Heather C Bell , Parry M Keitzman , James C Nieh

Honey bees pollinate about one-third of the world's food supply, but bee colonies have alarmingly declined by nearly 40% over the past decade due to several factors, including pesticides and pests. Traditional methods for monitoring…

机器学习 · 计算机科学 2024-01-19 Andrew Liang

A quantitative understanding of the dynamics of bee colonies is important to support global efforts to improve bee health and enhance pollination services. Traditional approaches focus either on theoretical models or data-centred…

In this study, we have experimentally modelled the movement of a bee colony in a hive during the winter season and developed a monitoring system that allows tracking the movement of the bee colony and honey consumption. The monitoring…

系统与控制 · 电气工程与系统科学 2025-01-20 Rostyslav Koroliuk , Vyacheslav Nykytyuk , Vitaliy Tymoshchuk , Veronika Soyka , Dmytro Tymoshchuk

Computational approaches to the analysis of collective behavior in social insects increasingly rely on motion paths as an intermediate data layer from which one can infer individual behaviors or social interactions. Honey bees are a popular…

计算机视觉与模式识别 · 计算机科学 2018-03-16 Franziska Boenisch , Benjamin Rosemann , Benjamin Wild , Fernando Wario , David Dormagen , Tim Landgraf

Honey bees have been domesticated by humans for several thousand years and mainly provide honey and pollination, which is fundamental for plant reproduction. Nowadays, the work of beekeepers is constrained by external factors that stress…

硬件体系结构 · 计算机科学 2020-10-29 Hugo Hadjur , Doreid Ammar , Laurent Lefèvre

Honey bees are critical to our ecosystem and food security as a pollinator, contributing 35% of our global agriculture yield. In spite of their importance, beekeeping is exclusively dependent on human labor and experience-derived…

声音 · 计算机科学 2021-05-25 Tony Zhang , Szymon Zmyslony , Sergei Nozdrenkov , Matthew Smith , Brandon Hopkins

Genomic selection has increased genetic gain in several livestock species, but due to the complicated genetics and reproduction biology not yet in honey bees. Recently, 2 970 queens were genotyped to gather a reference population. For the…

基因组学 · 定量生物学 2022-06-16 Richard Bernstein , Manuel Du , Zhipei G. Du , Anja S. Strauss , Andreas Hoppe , Kaspar Bienefeld

Soybean production is susceptible to biotic and abiotic stresses, exacerbated by extreme weather events. Water limiting stress, i.e. drought, emerges as a significant risk for soybean production, underscoring the need for advancements in…

Queen bee presence is essential for the health and stability of honeybee colonies, yet current monitoring methods rely on manual inspections that are labor-intensive, disruptive, and impractical for large-scale beekeeping. While recent…

机器学习 · 计算机科学 2025-09-18 Chiara De Luca , Elisa Donati

Honey bees play a crucial role in pollination, contributing significantly to global agriculture and ecosystems. Accurately estimating hive populations is essential for understanding the effects of environmental factors on bee colonies, yet…

定量方法 · 定量生物学 2025-12-15 Junmin Zhong , Jon F. Harrison , Jennie Si , Jun Chen

Utilizing computer vision and the latest technological advancements, in this study, we developed a honey bee monitoring system that aims to enhance our understanding of Colony Collapse Disorder, honey bee behavior, population decline, and…

计算机视觉与模式识别 · 计算机科学 2023-09-19 Christian I. Narcia-Macias , Joselito Guardado , Jocell Rodriguez , Joanne Rampersad-Ammons , Erik Enriquez , Dong-Chul Kim

The beekeeping sector has experienced significant production fluctuations in recent years, largely due to increasingly frequent adverse weather events linked to climate change. These events can severely affect the environment, reducing its…

机器学习 · 计算机科学 2025-05-08 Alessio Brini , Elisa Giovannini , Elia Smaniotto

The global decline in bee populations poses significant risks to agriculture, biodiversity, and environmental stability. To bridge the gap in existing data, we introduce ApisTox, a comprehensive dataset focusing on the toxicity of…

定量方法 · 定量生物学 2024-12-02 Jakub Adamczyk , Jakub Poziemski , Pawel Siedlecki

This paper presents the first large-scale multi-species dataset of acoustic recordings of mosquitoes tracked continuously in free flight. We present 20 hours of audio recordings that we have expertly labelled and tagged precisely in time.…

Honey bee colonies are essential for global food security and ecosystem stability, yet they face escalating threats from pests, diseases, and environmental stressors. Traditional hive inspections are labor-intensive and disruptive, while…

机器学习 · 计算机科学 2025-09-11 Willy Sucipto , Jianlong Zhou , Ray Seung Min Kwon , Fang Chen

In the beeswax combs of honey bees, the cells of brood, pollen, and honey have a consistent spatial pattern that is sustained throughout the life of a colony. This spatial pattern is believed to emerge from simple behavioral rules that…

种群与进化 · 定量生物学 2013-07-23 Kathryn J. Montovan , Nathaniel J. Karst , Laura E. Jones , Thomas D. Seeley

As mobile technologies become ever more sensor-rich, portable, and ubiquitous, data captured by smart devices are lending rich insights into users' daily lives with unprecedented comprehensiveness, unobtrusiveness, and ecological validity.…

Honeybees are vital for pollination and food production. Among many factors, extreme temperature (e.g., due to climate change) is particularly dangerous for bee health. Anticipating such extremities would allow beekeepers to take early…

机器学习 · 计算机科学 2024-04-17 Mst. Shamima Hossain , Christos Faloutsos , Boris Baer , Hyoseung Kim , Vassilis J. Tsotras
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