Parametric (modified least squares) and non-parametric (Theil–Sen) linear regressions for predicting biophysical parameters in the presence of measurement errors

No abstract is available for this paper.

• Publication year

  2005

• Venue

  Remote Sensing of Environment

• Publication date

  2005-04-15

• Fields of study

  Mathematics, Environmental Science

• Identifiers
  DOI 10.1016/J.RSE.2005.01.005
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Robust Regression and Outlier Detection

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  2004cited by this paper
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  1999cited by this paper
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  1998cited by this paper
• On the relation between NDVI, fractional vegetation cover, and leaf area index

  1997cited by this paper
• Evaluation of Vegetation Indices and a Modified Simple Ratio for Boreal Applications

  1996cited by this paper
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  1995cited by this paper
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  1995cited by this paper
• Measurement Error in Nonlinear Models

  1995cited by this paper
• Fitting a straight line when both variables are subject to error: pharmaceutical applications.

  1994cited by this paper
• The generation of global fields of terrestrial biophysical parameters from the NDVI

  1994cited by this paper
• Applying a simple linear least-squares algorithm to data with uncertainties in both variables

  1992cited by this paper
• A Rank-Invariant Method of Linear and Polynomial Regression Analysis

  1992influential reference
• Rank Correlation Methods (5th ed.).

  1992cited by this paper
• Potentials and limits of vegetation indices for LAI and APAR assessment

  1991cited by this paper
• Numerical Recipes: The Art of Scientific Computing

  1989cited by this paper
• A general model of forest ecosystem processes for regional applications I. Hydrologic balance, canopy gas exchange and primary production processes

  1988cited by this paper
• DISCRIMINATION OF ALTERED BASALTIC ROCKS IN THE SOUTHWESTERN UNITED STATES BY ANALYSIS OF LANDSAT THEMATIC MAPPER DATA.

  1987cited by this paper
• Numerical Recipes: The Art of Scientific Computing

  1987cited by this paper
• Numerical Recipes in C: The Art of Sci-entific Computing

  1986cited by this paper
• The importance of measurement error for certain procedures in remote sensing at optical wavelengths

  1986cited by this paper
• Canopy reflectance, photosynthesis and transpiration

  1985influential reference
• Applied regression analysis 2nd ed.

  1981cited by this paper
• Rank Correlation Methods

  1981cited by this paper
• Robust Statistical Procedures

  1977cited by this paper
• Derivation of leaf-area index from quality of light on the forest floor

  1969cited by this paper
• Estimates of the Regression Coefficient Based on Kendall's Tau

  1968influential reference
• Applied Regression Analysis.

  1967cited by this paper
• Least-squares fitting of a straight line.

  1966cited by this paper
• Fitting a Straight Line When Both Variables are Subject to Error

  1949cited by this paper
• The advanced theory of statistics

  1945cited by this paper

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