Abstract

We analyzed the distribution of suspended sediments concentration (SSC) in the Yellow River Estuary based on data from GaoFen-1 (GF-1), which is a high-resolution satellite carrying a wide field-of-view (WFV) sensor and panchromatic and a multispectral (PMS) sensor on it. A new SSC retrieval model for the wide field-of-view sensor (M-WFV) was established based on the relationship between in-situ SSC and the reflectance in blue and near infrared bands. SSC obtained from 16 WFV1 images were analyzed in the Yellow River Estuary. The results show that (1) SSC in the study area is mainly 100–3500 mg/L, with the highest value being around 4500 mg/L. (2) The details of suspended sediment injection phenomenon were found in the Yellow River Estuary. The SSC distribution in the coastal water has two forms. One is that the high SSC water evenly distributes near the coast and the gradient of the SSC is similar. The other is that the high SSC water concentrates at the right side of the estuary (Laizhou Bay) with a significantly large area. Usually, there is a clear-water notch at the left side of the estuary. (3) Currents clearly influenced the SSC distribution in the Yellow River Estuary. The SSC gradient in the estuary was high against the local current direction. On the contrary, the SSC gradient in the estuary was small towards the local current direction. Eroding the coast and resuspension of the bottom sediments, together with currents, are the major factors influencing the SSC distribution in nearshore water in the Yellow River Estuary.

Highlights

  • Characteristics of suspended sediment and its transportation have a critical impact on water pollution, nutrients [1], natural basins, and hydraulic structures [2,3]

  • The suspended sediment concentration (SSC) gradient in the estuary was high against the local current direction

  • The suspended sediment injection details of the Yellow River estuary were revealed by GF-1 WFV1 data, using a new built SSC retrieval model (M-wide field-of-view (WFV)) based on the relationship between the blue and near-infrared bands and in-situ data

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Summary

Introduction

Characteristics of suspended sediment and its transportation have a critical impact on water pollution, nutrients [1], natural basins, and hydraulic structures [2,3]. In the past 30 years, researchers have done much work on the SSC retrieval using remote sensing data of the Yellow River estuary. Studies analyzed the temporal and spatial changes of SSC in the Yellow River Estuary using the MODIS L1B remote-sensing images and found that the local wind field had a certain influence on the SSC distribution [27]. The spatial resolution of these satellite data, is too low to detect the detail SSC information in coastal waters such as the Yellow River (HuangHe) estuary. It is necessary to develop a new method for the detection of detailed SSC distribution based on high-resolution satellite data. We analyzed the spatial and temporal distribution details of SSC in the Yellow River Estuary using a newly built SSC retrieval model based on satellite data acquired from GF-1 WFV sensors.

Study Area
Sample Data
Data Preprocessing
SSC Retrieval Model
Sensitive Band of SSC
SSSC Quantitative Retrieval Model
Discussion
The Influence of Currents and Runoff on SSC Distribution
Other Reasons Contributing to SSC Distribution
Conclusions
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