murnau.X

murnau.Y

murnau.W


This data gives reflectance from raised bogs and fens (<code>murnau.X</code>),
the corresponding wavelengths (<code>murnau.W</code>) and associated vegetation 
attributes (<code>murnau.Y</code>: plant adaptation to stress). More detail is given
by Schmidtlein et al. (2012).


datasets

Some convenience functions for pls regression, including backward
variable selection and validation procedures, image based predictions
and plotting.

Sebastian Schmidtlein

autopls

Partial Least Squares Regression with Backward Selection of
Predictors

murnau.X function

Matrix containing 40 observations and 105 spectral bands 
(<code>murnau.X</code>), a vector with 105 wavelengths corresponding to bands 
(<code>murnau.W</code>) and a vector with 40 observations of plant attributes 
(<code>murnau.Y</code>).

Format

Schmidtlein, S., Feilhauer, H., Bruelheide, H. (2012): Mapping plant
  strategy types using remote sensing. <em>Journal of Vegetation Science</em>
  <b>23</b>: 395--405. Open Access.

murnau.X: Hyperspectral reflectance and plant attributes

Description

Usage

Arguments

Format

Source