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...
| Main Author: | |
|---|---|
| Format: | Second cycle, A1E |
| Language: | Swedish Inglés |
| Published: |
2012
|
| Subjects: | |
| Online Access: | https://stud.epsilon.slu.se/4345/ |
| _version_ | 1855570668495568896 |
|---|---|
| author | Berhe, Leakemariam |
| author_browse | Berhe, Leakemariam |
| author_facet | Berhe, Leakemariam |
| author_sort | Berhe, Leakemariam |
| collection | Epsilon Archive for Student Projects |
| description | 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. |
| format | Second cycle, A1E |
| id | RepoSLU4345 |
| institution | Swedish University of Agricultural Sciences |
| language | Swedish Inglés |
| publishDate | 2012 |
| publishDateSort | 2012 |
| record_format | eprints |
| spelling | RepoSLU43452012-10-08T10:33:42Z https://stud.epsilon.slu.se/4345/ Spatial continuity in tree diameter distribution Berhe, Leakemariam Forestry production Mathematical and statistical methods 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. 2012-06-20 Second cycle, A1E NonPeerReviewed application/pdf sv https://stud.epsilon.slu.se/4345/1/berhe_l_120405.pdf Berhe, Leakemariam, 1999. Spatial continuity in tree diameter distribution. Second cycle, A1E. Umeå: (S) > Dept. of Forest Resource Management <https://stud.epsilon.slu.se/view/divisions/OID-260.html> urn:nbn:se:slu:epsilon-s-1236 eng |
| spellingShingle | Forestry production Mathematical and statistical methods Berhe, Leakemariam Spatial continuity in tree diameter distribution |
| title | Spatial continuity in tree diameter distribution |
| title_full | Spatial continuity in tree diameter distribution |
| title_fullStr | Spatial continuity in tree diameter distribution |
| title_full_unstemmed | Spatial continuity in tree diameter distribution |
| title_short | Spatial continuity in tree diameter distribution |
| title_sort | spatial continuity in tree diameter distribution |
| topic | Forestry production Mathematical and statistical methods |
| url | https://stud.epsilon.slu.se/4345/ https://stud.epsilon.slu.se/4345/ |