气候变化领域集成服务门户(CCPortal): The mixed pixel effect in land surface phenology: A simulation study

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DOI	10.1016/j.rse.2018.04.030
	The mixed pixel effect in land surface phenology: A simulation study
	Chen, Xiang; Wang, Dawei; Chen, Jin; Wang, Cong; Shen, Miaogen
通讯作者	Chen, J (通讯作者)
发表日期	2018
ISSN	0034-4257
EISSN	1879-0704
起始页码	338
结束页码	344
卷号	211
英文摘要	Because of the limited spatiotemporal resolutions in vegetation index (VI) products, land surface phenology (LSP) results may not well capture ground-based phonological changes. This is likely the result of the mixed pixel effect: (1) a pixel in VI products may contain an unknown composition of vegetation species or land cover types; and (2) these species differ in their sensitivity to climatic variations. The mixed pixel effect has induced inconsistent findings in LSP with in situ observations of spring phenology. To this end, this study has designed a series of simulation experiments to initiate the methodological exploration of how the green-up date (GUD) of a mixed pixel could be altered by the endmember GUDs and different non-GUD variables, including the end member composition, minimum and maximum normalized difference vegetation index (NDVI), and the length of the growth period. The study has also compared the sensitivity of two generally adopted GUD identification methods, the relative threshold method and the curvature method (also known as the inflection-point method). The simulations with two endmembers show that even if there is no change in the endmember GUDs, the GUD of the mixed pixel could be substantially altered by the changes in non-GUD variables. In addition, the study has also developed a simulation toolkit for the GUD identification with cases of three or more endmembers. The results of the study provide insights into effective strategies for analyzing spring phonology using VI products: the mixed pixel effect can be alleviated by selecting pixels that are relatively stable in the land cover or species composition. This simulation study calls for in situ phonological observations to validate the LSP, such as conducting climate-controlled experiments on few mixed species at a small spatial scale. The paper also argues for the necessity of isolating GUD trends caused by non-phenological changes in the study of spring phenology.
关键词	SPRING PHENOLOGY CLIMATE-CHANGE TIME-SERIES VEGETATION RESPONSES DYNAMICS ONSET NDVI
英文关键词	Green-up date (GUD); Land surface phenology; Mixed pixel effect; Spring phenology; Uncertainty
语种	英语
WOS研究方向	Environmental Sciences & Ecology ; Remote Sensing ; Imaging Science & Photographic Technology
WOS类目	Environmental Sciences ; Remote Sensing ; Imaging Science & Photographic Technology
WOS记录号	WOS:000433650700026
来源期刊	REMOTE SENSING OF ENVIRONMENT
来源机构	中国科学院青藏高原研究所
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/259161
推荐引用方式 GB/T 7714	Chen, Xiang,Wang, Dawei,Chen, Jin,et al. The mixed pixel effect in land surface phenology: A simulation study[J]. 中国科学院青藏高原研究所,2018,211.
APA	Chen, Xiang,Wang, Dawei,Chen, Jin,Wang, Cong,&Shen, Miaogen.(2018).The mixed pixel effect in land surface phenology: A simulation study.REMOTE SENSING OF ENVIRONMENT,211.
MLA	Chen, Xiang,et al."The mixed pixel effect in land surface phenology: A simulation study".REMOTE SENSING OF ENVIRONMENT 211(2018).