Spatial continuity in tree diameter distribution
Investigation for spatial continuity in tree diameter distribution is attempted. Parametric and non-parametric approaches are employed to see whether tree diameter distribution acts as regionalized variable or not. Tree diameter at breast height (dbh) with size five ems or greater is recorded...
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| Formato: | Second cycle, A1E |
| Lenguaje: | sueco Inglés |
| Publicado: |
2012
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| Materias: | |
| Acceso en línea: | https://stud.epsilon.slu.se/4345/ |
| Sumario: | Investigation for spatial continuity in tree diameter distribution is attempted.
Parametric and non-parametric approaches are employed to see whether tree diameter
distribution acts as regionalized variable or not. Tree diameter at breast height (dbh)
with size five ems or greater is recorded in circular plot along with the relative geo
referenced co-ordinates of the plot center at compartment level. For the parametric
approach, truncated two parameter Weibull distribution is found best fit for plot data
and that an overlook of truncated data may result in wrong inference. From the
truncated Weibull distribution, the maximum likelihood scale and shape parameter
estimates of each plot data is obtained. Consequently, both parameter estimates, as
attributes of tree dbh distribution, are subjected to spatial variation study usmg
omnidirectional semivariogram and associated models at compartment level.
Computation of cumulative distribution function of dbh at selected cutoff ( cdf) in the
plots is followed by investigation for spatial continuity in the non-parametric case. The
spatial continuity study of the number of stems per hectare greater or equal to the
selected cutoff is also considered.
The variograms and cross validation study of the Weibull parameter estimates, cdf and
number of stems as attributes of tree dbh distribution seem to be very indicative to
suggest that tree diameter distribution exhibits spatial continuity in the same fashion to
regionalized variable. |
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