Next Article in Journal
An Improved Conversion Relationship between Tropical Cyclone Intensity Index and Maximum Wind Speed for the Advanced Dvorak Technique in the Northwestern Pacific Ocean Using SMAP Data
Previous Article in Journal
Toward Mapping Dietary Fibers in Northern Ecosystems Using Hyperspectral and Multispectral Data
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Particle Size Parameters of Particulate Matter Suspended in Coastal Waters and Their Use as Indicators of Typhoon Influence

1
Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
2
Laboratory for Marine Geology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266061, China
3
Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
4
College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
5
School of Forestry, Northeast Forestry University, Harbin 150040, China
*
Author to whom correspondence should be addressed.
Remote Sens. 2020, 12(16), 2581; https://doi.org/10.3390/rs12162581
Submission received: 1 July 2020 / Revised: 27 July 2020 / Accepted: 8 August 2020 / Published: 11 August 2020

Abstract

The power law particle size distribution (PSD) slope parameter is commonly used to characterize sediment fluxes, resuspension, aggregates, and settling rates in coastal and estuarine waters. However, particle size distribution metrics are also very useful for understanding sediment source and dynamic processes. In this study, a method was proposed to employ the particle size parameters commonly used in sedimentary geology (average particle size (ø), sorting, skewness, and kurtosis) as indicators of changes in sediment dynamic processes, and MODIS images were used to estimate these parameters. The particle size parameters were estimated using a Mie scattering model, Quasi-Analytical Algorithm (QAA) analysis algorithm, and least squares QR decomposition (LSQR) solution method based on the relationship between the power law distribution of the suspended particles and their optical scattering properties. The estimates were verified by field measurements in the Yellow Sea and Bohai Sea regions of China. This method provided good estimates of the average particle size (ø), sorting, and kurtosis. A greater number of wavebands (39) was associated with more accurate particle size distribution curves. Furthermore, the method was used to monitor changes in suspended particulate matter in the vicinity of the Heini Bay of China before and after the passage of a strong storm in August 2011. The particle size parameters represented the influence of a strong typhoon on the distribution of the near-shore sediment and, together with the PSD slope, comprehensively reflected the changes in the near-shore suspended particulate matter. This method not only established the relationship between remote sensing monitoring and the historical sediment record, it also extends the power law model to the application of sediment source and dynamic processes in coastal waters.
Keywords: slope of the power law PSD; particle size parameters; typhoon effect; remote sensing reflectance; coastal waters; MODIS slope of the power law PSD; particle size parameters; typhoon effect; remote sensing reflectance; coastal waters; MODIS
Graphical Abstract

Share and Cite

MDPI and ACS Style

Liu, Y.; Huang, H.; Yan, L.; Yang, X.; Bi, H.; Zhang, Z. Particle Size Parameters of Particulate Matter Suspended in Coastal Waters and Their Use as Indicators of Typhoon Influence. Remote Sens. 2020, 12, 2581. https://doi.org/10.3390/rs12162581

AMA Style

Liu Y, Huang H, Yan L, Yang X, Bi H, Zhang Z. Particle Size Parameters of Particulate Matter Suspended in Coastal Waters and Their Use as Indicators of Typhoon Influence. Remote Sensing. 2020; 12(16):2581. https://doi.org/10.3390/rs12162581

Chicago/Turabian Style

Liu, Yanxia, Haijun Huang, Liwen Yan, Xiguang Yang, Haibo Bi, and Zehua Zhang. 2020. "Particle Size Parameters of Particulate Matter Suspended in Coastal Waters and Their Use as Indicators of Typhoon Influence" Remote Sensing 12, no. 16: 2581. https://doi.org/10.3390/rs12162581

APA Style

Liu, Y., Huang, H., Yan, L., Yang, X., Bi, H., & Zhang, Z. (2020). Particle Size Parameters of Particulate Matter Suspended in Coastal Waters and Their Use as Indicators of Typhoon Influence. Remote Sensing, 12(16), 2581. https://doi.org/10.3390/rs12162581

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop