Monitoring honeybees (Apis spp.) (Hymenoptera: Apidae) in climate-smart agriculture: A review

doi:10.1007/s13355-021-00765-3

	Monitoring honeybees (Apis spp.) (Hymenoptera: Apidae) in climate-smart agriculture: A review
	Sharif, Muhammad Zahid 1,2; Di, Nayan 1,2; Liu, Fanglin 1
刊名	APPLIED ENTOMOLOGY AND ZOOLOGY
	2021-11-25
关键词	Big data Climate-smart agriculture Honey bees Real-time analysis Wireless sensor networks
ISSN号	0003-6862
DOI	10.1007/s13355-021-00765-3
通讯作者	Liu, Fanglin(flliu@ipp.ac.cn)
英文摘要	Climate change is a major threat to agriculture production among small-scale farms worldwide. Climate-smart agriculture (CSA) is one of the technologies and strategies to sustain agriculture growth in a changing climate. Researchers are finding ways to collect big data, which are required to clarify local climate change and its impacts on agriculture to pinpoint the farming strategies for the practice of CSA. The honeybee (Hymenoptera: Apidae) hives around the world which are equipped with digital devices for continuously monitoring the status of colonies for precise beekeeping, accumulate huge amounts of data that can be used to address some questions about CSA. In this paper, we confer an overview of the big beehive data (BBD) and data science and identifies their potential applications to support CSA, as well as several challenges confronted by this approach. Here, we also outline that how can we predict the bee-plant interaction based on monitoring dynamics in honey production using novel and technological approaches. Numerous approaches including big data analytics, IoT, Wireless sensor network (WSN)-based monitoring systems, machine learning, and AI algorithms are being considered as a power source to assist in delivering novel insights and explication to the problems. We put in examples where all these approaches have been employed for monitoring and analyzing BBD. Moreover, we predict their role to aid in apiary management with the perspective of CSA.
资助项目	Chinese Academy of Sciences (CAS) ; Academy of the Sciences for Developing World (TWAS)
WOS关键词	NECTAR PRODUCTION ; INSECT POLLINATORS ; BIG DATA ; BEE ; SECRETION ; SYSTEM ; BEHAVIOR ; NETWORK ; SCIENCE ; STRESS
WOS研究方向	Entomology
语种	英语
出版者	SPRINGER JAPAN KK
WOS记录号	WOS:000722493300001
资助机构	Chinese Academy of Sciences (CAS) ; Academy of the Sciences for Developing World (TWAS)
内容类型	期刊论文
源URL	[http://ir.hfcas.ac.cn:8080/handle/334002/126732]
专题	中国科学院合肥物质科学研究院
通讯作者	Liu, Fanglin
作者单位	1.Chinese Acad Sci, Hefei Inst Phys Sci, Anhui Inst Opt & Fine Mech, 350 Shushanhu Rd, Hefei 230031, Anhui, Peoples R China 2.Univ Sci & Technol China, Hefei 230026, Anhui, Peoples R China
推荐引用方式 GB/T 7714	Sharif, Muhammad Zahid,Di, Nayan,Liu, Fanglin. Monitoring honeybees (Apis spp.) (Hymenoptera: Apidae) in climate-smart agriculture: A review[J]. APPLIED ENTOMOLOGY AND ZOOLOGY,2021.
APA	Sharif, Muhammad Zahid,Di, Nayan,&Liu, Fanglin.(2021).Monitoring honeybees (Apis spp.) (Hymenoptera: Apidae) in climate-smart agriculture: A review.APPLIED ENTOMOLOGY AND ZOOLOGY.
MLA	Sharif, Muhammad Zahid,et al."Monitoring honeybees (Apis spp.) (Hymenoptera: Apidae) in climate-smart agriculture: A review".APPLIED ENTOMOLOGY AND ZOOLOGY (2021).