Evaluation of medium to low resolution satellite imagery for regional lake water quality assessments

No abstract is available for this paper.

• Publication year

  2011

• Venue

  Water Resources Research

• Publication date

  2011-09-01

• Fields of study

  Geology, Environmental Science

• Identifiers
  DOI 10.1029/2011WR011005
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2008influential reference
• A simple semi-analytical model for remote estimation of chlorophyll-a in turbid waters: Validation

  2008cited by this paper
• Algorithm Theoretical Basis Document (ATBD)

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• Mapping lake water clarity with Landsat images in Wisconsin, U.S.A.

  2004influential reference
• A procedure for regional lake water clarity assessment using Landsat multispectral data

  2002cited by this paper
• Comparison of two inversion techniques of a semi-analytical model for the determination of lake water constituents using imaging spectrometry data.

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  1998cited by this paper
• Telespectrometrical estimation of water transparency, chlorophyll-a and total phosphorus concentration of Lake Peipsi

  1995cited by this paper
• Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: a preliminary algorithm.

  1994cited by this paper
• Standard methods for the examination of water and wastewater : supplement to the sixteenth edition

  1988cited by this paper
• Secchi disk science: Visual optics of natural waters1

  1986cited by this paper
• Use of hypolimnetic oxygen depletion rate as a trophic state index for lakes

  1979cited by this paper
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