| The mixed pixel effect in land surface phenology: A simulation study | |
| Chen, X (Chen, Xiang)1,2; Wang, DW (Wang, Dawei)1; Chen, J (Chen, Jin)1; Wang, C (Wang, Cong)1; Shen, MG (Shen, Miaogen)3 | |
| Source Publication | REMOTE SENSING OF ENVIRONMENT
 |
| 2018-06-15 | |
| Volume | 211Issue:0Pages:338-344 |
| DOI | 10.1016/j.rse.2018.04.030 |
| Abstract | 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. |
| WOS ID | WOS:000433650700026 |
| Language | 英语 |
| Indexed By | SCIE |
| Keyword | CLIMATE-CHANGE SPRING PHENOLOGY TIME-SERIES TIBETAN PLATEAU VEGETATION MODIS RESPONSES DYNAMICS NDVI VARIABILITY |
| WOS Research Area | Environmental Sciences & Ecology ; Remote Sensing ; Imaging Science & Photographic Technology |
| WOS Subject | Environmental Sciences ; Remote Sensing ; Imaging Science & Photographic Technology |
| Cooperation Status | 国际 |
| ISSN | 0034-4257 |
| Department | 高寒生态重点实验室 |
| Publisher | ELSEVIER SCIENCE INC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.itpcas.ac.cn/handle/131C11/8630 |
| Collection | 图书馆 |
| Affiliation | 1.Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China; 2.Arkansas Tech Univ, Dept Emergency Management, Russellville, AR 72801 USA; 3.CAS Ctr Excellence Tibetan Plateau Earth Sci, Inst Tibetan Plateau Res, Key Lab Alpine Ecol & Biodivers, Beijing 100101, Peoples R China. |
| Recommended Citation GB/T 7714 | Chen, X ,Wang, DW ,Chen, J ,et al. The mixed pixel effect in land surface phenology: A simulation study[J]. REMOTE SENSING OF ENVIRONMENT,2018,211(0):338-344. |
| APA | Chen, X ,Wang, DW ,Chen, J ,Wang, C ,&Shen, MG .(2018).The mixed pixel effect in land surface phenology: A simulation study.REMOTE SENSING OF ENVIRONMENT,211(0),338-344. |
| MLA | Chen, X ,et al."The mixed pixel effect in land surface phenology: A simulation study".REMOTE SENSING OF ENVIRONMENT 211.0(2018):338-344. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| 2018170.pdf（1736KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | View Application Full Text | |
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