Investigating the potential use of Sentinel-1 data for monitoring wetland water level changes in China's Momoge National Nature Reserve
文献类型：期刊论文
| 作者 | Y. Q. Chen, S. J. Qiao, G. X. Zhang, Y. J. Xu, L. W. Chen and L. L. Wu |
| 刊名 | Peerj
 |
| 出版日期 | 2020 |
| 卷号 | 8 |
| 英文摘要 | Background. Interferometric Synthetic Aperture Radar (InSAR) has become a promising technique for monitoring wetland water levels. However, its capability in monitoring wetland water level changes with Sentine-1 data has not yet been thoroughly investigated. Methods. In this study, we produced a multitemporal Sentinel-1 C-band VV-polarized SAR backscatter images and generated a total of 28 interferometric coherence maps for marsh wetlands of China's Momoge National Nature Reserve to investigate the interferometric coherence level of Sentinel-1 C-VV data as a function of perpendicular and temporal baseline, water depth, and SAR backscattering intensity. We also selected six interferogram pairs acquired within 24 days for quantitative analysis of the accuracy of water level changes monitored by Sentinel-1 InSAR. The accuracy of water level changes determined through the Sentinel-1 InSAR technique was calibrated by the values of six field water level loggers. Results. Our study showed that (1) the coherence was mainly dependent on the temporal baseline and was little affected by the perpendicular baseline for Sentinel-1 C-VV data in marsh wetlands; (2) in the early stage of a growing season, a clear negative correlation was found between Sentinel-1 coherence and water depth; (3) there was an almost linear negative correlation between Sentinel-1 C-VV coherence and backscatter for the marsh wetlands; (4) once the coherence exceeds a threshold of 0.3, the stage during the growing season, rather than the coherence, appeared to be the primary factor determining the quality of the interferogram for the marsh wetlands, even though the quality of the interferogram largely depends on the coherence; (5) the results of water level changes from InSAR processing show no agreement with in-situ measurements during most growth stages. Based on the findings, we can conclude that although the interferometric coherence of the Sentinel-1 C-VV data is high enough, the data is generally unsuitable for monitoring water level changes in marsh wetlands of China's Momoge National Nature Reserve. |
| 源URL | [http://ir.iga.ac.cn/handle/131322/9375]  |
| 专题 | 湿地生态与环境研究中心 |
| 推荐引用方式 GB/T 7714 | Y. Q. Chen, S. J. Qiao, G. X. Zhang, Y. J. Xu, L. W. Chen and L. L. Wu. Investigating the potential use of Sentinel-1 data for monitoring wetland water level changes in China's Momoge National Nature Reserve[J]. Peerj,2020,8. |
| APA | Y. Q. Chen, S. J. Qiao, G. X. Zhang, Y. J. Xu, L. W. Chen and L. L. Wu.(2020).Investigating the potential use of Sentinel-1 data for monitoring wetland water level changes in China's Momoge National Nature Reserve.Peerj,8. |
| MLA | Y. Q. Chen, S. J. Qiao, G. X. Zhang, Y. J. Xu, L. W. Chen and L. L. Wu."Investigating the potential use of Sentinel-1 data for monitoring wetland water level changes in China's Momoge National Nature Reserve".Peerj 8(2020). |
入库方式： OAI收割
来源：东北地理与农业生态研究所
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