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Surveillance camera-based monitoring of plant flowering phenology
Deng, Lijun1; Shen, Wei1; Lin, Yi2; Gao, Wei3; Lin, Jiayuan4
Corresponding AuthorLin, Yi
2017
Source PublicationCommunications in Computer and Information Science
ISSN1865-0929
Volume698Pages:273-283
Abstract

Phenology plays an important role in understanding the feedbacks of plants to climate change. However, phenology observation is not a trivial task, particularly for large covers with huge diversities of plants. To handle this issue, this study attempted to apply wide-spread surveillance cameras (SCs) for plant phenology monitoring. In the case of flowering phenology, multiple phenological indices were proposed and derived from SC image series to identify the starting and ending dates. Test showed that the derived flowering phases for Robinia pseudoacacia (Fabaceae), Prunus cerasifera (Prunus) and Malus micromalus (Malus) agreed well with the ground-truth data. The feasibility of assuming SCs for plant flowering phenology monitoring was validated. Furthermore, this study alludes to a potential way of using SCs to compose regional- to continental-scale networks for phenology monitoring.

KeywordPlant Flowering Phenology Surveillance Camera Phenological Index
DOI10.1007/978-981-10-3966-9_31
Indexed ByEI
Language英语
Accession numberAccession number:20171103438088
Citation statistics
Document Type期刊论文
Identifierhttp://ir.imde.ac.cn/handle/131551/18521
Collection数字山地与遥感应用中心
Affiliation1.School of Earth Sciences and Resources, China University of Geosciences, Beijing; 100083, China
2.School of Earth and Space Sciences, Institute of Remote Sensing and GIS, Peking University, Beijing; 100871, China
3.School of Geology and Geomatics, Tianjin Chengjian University, Tianjin; 300384, China
4.Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu; 610041, China
Recommended Citation
GB/T 7714
Deng, Lijun,Shen, Wei,Lin, Yi,et al. Surveillance camera-based monitoring of plant flowering phenology[J]. Communications in Computer and Information Science,2017,698:273-283.
APA Deng, Lijun,Shen, Wei,Lin, Yi,Gao, Wei,&Lin, Jiayuan.(2017).Surveillance camera-based monitoring of plant flowering phenology.Communications in Computer and Information Science,698,273-283.
MLA Deng, Lijun,et al."Surveillance camera-based monitoring of plant flowering phenology".Communications in Computer and Information Science 698(2017):273-283.
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