winkelmass | R Documentation |
Calculate the Winkelmass (spatial regularity of individuals)
winkelmass(x, k = 4)
x |
two column matrix of individual x and y coordinates |
k |
number of neighbours to consider |
literally in German, the 'angle measure', describes the degree of spatial regularity of individuals surrounding a given focal individual. The angle between each sequential neighbour with reference to the focal tree is calculated. As per the equation:
\frac{1}{k} \sum_{j=1}^{k} v_{j}
where v_{j}
is 1
if the angle (\alpha
) between neighbours is less than the critical angle, i.e. \alpha \le \frac{360}{k}
, or 0
otherwise. As per von Gadow and Hui (2001) this function could be adapted to calculate regularity as a point attribute rather than an individual attribute.
As per von Gadow and Hui (2001) this function could be adapted to calculate spatial mingling as a point attribute rather than an individual attribute.
Normally expressed as the mean of values per structural unit to scale up.
value of the competition index for each individual in the structural unit, i.e. plot.
von Gadow, K., Hui, G. Y. (2001). Characterising forest spatial structure and diversity. Sustainable Forestry in Temperate Regions. Proc. of an international workshop organized at the University of Lund, Sweden. Pages 20-30.
data(bicuar)
winkelmass(bicuar[,c("x", "y")], 4)
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