Environmental Entomology · 2001 · 39 citations · 40 references
Life SciencesEcologyEntomologyForest EcologyInsect EcologySpatial EcologyForest Disturbance DynamicsForest Insect Outbreak DynamicsForest Insect PestsForest Insect-tree InteractionsMortality ProfilesStand Structure AnalysisBasal Area StructureForest Mortality DynamicsForest Pest EcologyMortality RelationshipsSpatial Damage DistributionSpatial DependencySpatially Explicit ModelsTree Mortality Dynamics
The Douglas-fir beetle, Dendroctonus pseudotsugae Hopkins, causes considerable mortality in Douglas-fir, Pseudotsuga menziesii (Mirb.) Franco, forests. Within-stand distribution of mortality was examined in affected stands using geostatistical techniques. A 10 × 10 m grid was established in two 4-ha study sites. Live and beetle-killed host basal area was measured at each node. In a 16-ha stand, a variable-resolution grid was established and the same information collected. The relationship between Douglas-fir basal area and Douglas-fir basal area killed was examined using non-spatially explicit and spatially explicit linear regression models. A positive linear relationship was observed between the variables. Significant spatially explicit models suggest that the relationship is also true at fine scales. Relative variograms were constructed for Douglas-fir basal area before and after the Douglas-fir beetle outbreaks. For the 4-ha sites, increased spatial dependency in the distribution of Douglas-fir basal area was observed as a result of the Douglas-fir beetle outbreak. For the 16-ha site, kriging was used to estimate live Douglas-fir basal area before and after the outbreak to a 10-m resolution and the stand rated for potential mortality illustrating the potential applicability of geostatistical techniques to rating a stand for potential mortality. Cross-validation analysis indicated that although the potential exists for large estimation errors, the majority of the estimates were within acceptable ranges. The study suggests that geostatistical approaches may be suitable to extend our understanding bark beetle ecology and improving the application of extent of mortality models.
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Noel Cressie · Terra Nova · 1992 · 8.9K citations
Computing, Geography, Geoinformatics +12
An Introduction to Applied Geostatistics
Richard A. Bilonick · Technometrics · 1991 · 4.5K citations
An Introduction to Applied Geostatistics
Michael Edward Hohn · Computers & Geosciences · 1991 · 843 citations