标题:Retrieval of rice phenology based on time-series polarimetric SAR data
作者:Li, Hongyu ;Li, Kun ;Shao, Yun ;Zhou, Ping ;Guo, Xianyu ;Liu, Changan ;Liu, Long
通讯作者:Li, Kun
作者机构:[Li, Hongyu ;Zhou, Ping ] School of Earth Science and Resources, China University of Geosciences (Beijing), Beijing; 100083, China;[Guo, Xianyu ] Coll 更多
会议名称:38th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018
会议日期:July 22, 2018 - July 27, 2018
来源:International Geoscience and Remote Sensing Symposium (IGARSS)
出版年:2018
卷:2018-July
页码:4463-4466
DOI:10.1109/IGARSS.2018.8519204
摘要:Information of crop phenology is essential for evaluating crop productivity and crop management. Synthetic Aperture Radar (SAR), with the advantage of all-weather, day-night imaging and clouds penetrability, is an effective way for rice growth monitoring. In this study, we developed a method for remotely determining phenological stages of paddy rice with sixteen polarimetric SAR images. The method consists of three procedures: (I) Classified the transplanted rice (T-R) and the direct-sown rice (D-R) field; (II) Sensitivity analysis of polarimetric parameters versus rice phenology; (III) Reconstructing the time-series polarimetric parameters profiles of rice by time-frequency analysis; (IV) Specifying the phenological stages by detecting the maximum point, minimal point and inflection point from the smoothed polarimetric parameters time profile. Three keys phenological periods of rice were detected with the the accuracy of about 84%.
© 2018 IEEE.
收录类别:EI
资源类型:会议论文
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