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Table 9 List of computed metrics of height and cover

From: Stand volume models based on stable metrics as from multiple ALS acquisitions in Eucalyptus plantations

Metric

Description/statistic

Symbol for all returns (HM/AR)

Symbol for first returns (HM/FR)

Height Metrics (HM)

 Location “center”

   

  Mean

\( \overline{x}=\frac{1}{n}{\displaystyle \sum }{x}_i \)

HME

HMEf

  Quadratic mean

\( \sqrt{\frac{1}{n}{\displaystyle \sum }{x}_i^2} \)

HSQ

HSQf

  Cubic mean

\( \sqrt[3]{\frac{1}{n}{\displaystyle \sum }{x}_i^3} \)

HC

HCf

  Mode

Mo = Most frequent value in data set

HMO

HMOf

 Location “percentile”

   

  Percentile

Height separating lowest y% of data from remainder

HPy

HPyf

 Dispersion

   

  Standard deviation

\( \sqrt{\frac{1}{n-1}{\displaystyle \sum }{\left({x}_i-\overline{x}\right)}^2} \)

HSD

HSDf

  Coefficient of variation

\( \frac{\sqrt{\frac{1}{n-1}{\displaystyle \sum }{\left({x}_i-\overline{x}\right)}^2}}{\overline{x}} \)

HCV

HCVf

  Skewness

\( \frac{\frac{1}{n}{\displaystyle \sum }{\left({x}_i-\overline{x}\right)}^3}{{\left(\frac{1}{n}{\displaystyle \sum }{\left({x}_i-\overline{x}\right)}^2\right)}^{\raisebox{1ex}{$3$}\!\left/ \!\raisebox{-1ex}{$2$}\right.}} \)

HS

HSf

  Kurtosis

\( \frac{\frac{1}{n}{\displaystyle \sum }{\left({x}_i-\overline{x}\right)}^4}{{\left(\frac{1}{n}{\displaystyle \sum }{\left({x}_i-\overline{x}\right)}^2\right)}^2}-3 \)

HK

HKf

Cover metrics (CM)

   

 All returns differentiated by height (CM/AR)

  Percentage of all returns above a specified height

\( \frac{N\left(>{h}_j\right)}{N}\times 100 \)

PARA2

 

  Percentage of all returns above the mean height

\( \frac{N\left(>\overline{h}\right)}{N}\times 100 \)

PARAM

 

  Percentage of all returns above the mode height

\( \frac{N\left(>Mo(h)\right)}{N}\times 100 \)

PARAMO

 

  First returns differentiated by height (CM/FR)

  Percentage of first returns above a specified height

\( \frac{N_1\left(>{h}_j\right)}{N}\times 100 \)

 

PFRA2

  Percentage of first returns above the mean height

\( \frac{N_1\left(>\overline{h}\right)}{N}\times 100 \)

 

PFRAM

  Percentage of first returns above the mode height

\( \frac{N_1\left(>Mo(h)\right)}{N}\times 100 \)

 

PFRAMO

  Percentage of first returns above the specified height related to first returns

\( \frac{N_1\left(>{h}_j\right)}{N_1}\times 100 \)

 

FR2FR