A critical grain size for Landsat ETM+ investigations into intertidal sediments: A case study of the Gomso tidal flats, Korea

Joo Hyung Ryu, Young Ho Na, Joong-sun Won, Roland Doerffer

Research output: Contribution to journalArticle

44 Citations (Scopus)

Abstract

Remote sensing combined with a field survey is an effective method of monitoring intertidal sediments. The 0.0625mm grain size has long been used as a critical one, and the percentage of grains larger than the critical grain size has been widely used to classify tidal flat deposits. The remote sensing community has applied this principle to interpret optical remote sensing images without a detailed understanding of the correlation between grain size and the remotely sensed data. This paper aims to establish a new critical grain size effective for Landsat enhanced thematic mapper plus (ETM+) data. The influence of water content and topography on the spectral reflectance is also investigated. Tests were undertaken in the Gomso Bay tidal flats, Korea. Critical grain size tests were conducted for particles measuring 0.0625mm, 0.125mm, and 0.25mm, which revealed that a critical grain size of 0.25mm rather than 0.0625mm was a more effective standard. Surface water and interstitial water content were considered for their influence on optical reflectance, as Landsat ETM+ imaging is more responsive of the former. The 5, 7, and 4 ETM+ bands responded to surface water cover with a correlation coefficient of 0.90, 0.82, and 0.63, respectively. The interstitial water content related well to grain size with correlation coefficients of -0.59 for 0.0625mm, -0.62 for 0.125mm, and -0.81 for 0.25mm. A linear model was derived for the ETM+ band 4 data based on a 0.25mm critical grain size whist employing the principal component analysis method. The R2 value obtained was 0.85. Sediments with grain sizes less than 20% of 0.25mm, or larger grains, did not fit the model. Anomalies were interpreted as the effect of local topographic features. Employing Landsat data for intertidal sediment studies is indicated using the ETM+ band 4 and a target critical grain size of 0.25mm. Surface sediment classification based on remotely sensed data must circumspectly consider an effective critical grain size, water content, local topography, and intertidal structures.

Original languageEnglish
Pages (from-to)491-502
Number of pages12
JournalEstuarine, Coastal and Shelf Science
Volume60
Issue number3
DOIs
Publication statusPublished - 2004 Jul 1

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Landsat
tidal flat
Korean Peninsula
grain size
case studies
sediments
sediment
water content
remote sensing
porewater
reflectance
topography
surface water
spectral reflectance
field survey
principal component analysis
anomaly
linear models
testing
image analysis

All Science Journal Classification (ASJC) codes

  • Oceanography
  • Aquatic Science

Cite this

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title = "A critical grain size for Landsat ETM+ investigations into intertidal sediments: A case study of the Gomso tidal flats, Korea",
abstract = "Remote sensing combined with a field survey is an effective method of monitoring intertidal sediments. The 0.0625mm grain size has long been used as a critical one, and the percentage of grains larger than the critical grain size has been widely used to classify tidal flat deposits. The remote sensing community has applied this principle to interpret optical remote sensing images without a detailed understanding of the correlation between grain size and the remotely sensed data. This paper aims to establish a new critical grain size effective for Landsat enhanced thematic mapper plus (ETM+) data. The influence of water content and topography on the spectral reflectance is also investigated. Tests were undertaken in the Gomso Bay tidal flats, Korea. Critical grain size tests were conducted for particles measuring 0.0625mm, 0.125mm, and 0.25mm, which revealed that a critical grain size of 0.25mm rather than 0.0625mm was a more effective standard. Surface water and interstitial water content were considered for their influence on optical reflectance, as Landsat ETM+ imaging is more responsive of the former. The 5, 7, and 4 ETM+ bands responded to surface water cover with a correlation coefficient of 0.90, 0.82, and 0.63, respectively. The interstitial water content related well to grain size with correlation coefficients of -0.59 for 0.0625mm, -0.62 for 0.125mm, and -0.81 for 0.25mm. A linear model was derived for the ETM+ band 4 data based on a 0.25mm critical grain size whist employing the principal component analysis method. The R2 value obtained was 0.85. Sediments with grain sizes less than 20{\%} of 0.25mm, or larger grains, did not fit the model. Anomalies were interpreted as the effect of local topographic features. Employing Landsat data for intertidal sediment studies is indicated using the ETM+ band 4 and a target critical grain size of 0.25mm. Surface sediment classification based on remotely sensed data must circumspectly consider an effective critical grain size, water content, local topography, and intertidal structures.",
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A critical grain size for Landsat ETM+ investigations into intertidal sediments : A case study of the Gomso tidal flats, Korea. / Ryu, Joo Hyung; Na, Young Ho; Won, Joong-sun; Doerffer, Roland.

In: Estuarine, Coastal and Shelf Science, Vol. 60, No. 3, 01.07.2004, p. 491-502.

Research output: Contribution to journalArticle

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