基于CASI高光谱数据的大津岛周边海域悬沙观测

Guorong Huang, Xiaoyu Zhang, Yachao Han, Jiaxing Chen, Yongjun Zhang
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摘要

近年来,随着珠江口区域经济的快速发展,主要由土地利用方式的变化和河岸侵蚀引起的水体悬沙含量和运移模式的剧烈变化,对河口三角洲的发展演变和沿海生态环境产生了深刻的影响。本研究利用实测光谱数据建立反演算法,并基于CASI高光谱数据反演悬沙,通过现场实测数据验证反演CASI和MODIS悬沙的精度。结果表明:1)单波段指数模型(SSC=4.5e21.922*Rs(622.486))能较好地反演实验海区悬沙浓度,平均相对误差约为11.15%;2)研究区悬沙含量在0.45 ~ 12.15 mg/L之间,主要输入源为黄茅海西海岸陆源输入,对海豚保护区的生态影响可以忽略;3)结合基于modis的珠江口悬沙遥感影像,发现泥沙从黄茅海向口外输送时存在明显的分支现象。河口区径流主轴沿大金岛东北方向向大金岛东南方向输送,沿岸流沿大金岛东北方向向大金岛西南方向输送。因此,在大津岛北部有低悬沙和高透明度的海域,适合养殖。
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Observation of Suspended Sediment in the Surrounding Sea Waters of Dajin Island Based on CASI Hyperspectral Data
In recent years, with the rapid development of regional economy in the Pearl River Estuary, drastic change in the content and transport patterns of suspended sediment in water bodies, which mainly caused by variations in land use patterns and bank erosion, imposed a profound impact on the development and evolution of the estuary Delta as well as the coastal ecological environment. In this study, we used the measured spectral data to establish inversion algorithm and to inverse suspended sediment based on CASI hyperspectral data, the accuracy of the inversed CASI and MODIS suspended sediment were verified with in-situ measured data. The results show that: 1) Single-band exponential model (SSC=4.5e21.922*Rs(622.486)) can well retrieve the suspended sediment concentration in the experimental sea area, and the average relative error is approximately 11.15%; 2) The suspended sediment content lies between 0.45-12.15 mg/L over the study area, and the main input source is land-based input from the west coast of Huangmao Sea, the ecological impact on the dolphin reserve can be neglected; 3) Combined with MODIS-based remote sensing images of suspended sediment in the Pearl River Estuary, it is found that there is an obvious branching phenomena when the sediment is transported from the Huangmao Sea to the outside of the mouth. The main axis of runoff is transported along the northeast direction of Dajin Island to the southeast direction of Dajin Island in the estuary area, while the coastal current is transported along the northeast direction of Dajin Island to the southwest direction of Dajin Island. As a result, there are low suspended sediment and high transparency sea areas in the north of Dajin Island, which are suitable for aquaculture.
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