Related Experiment Video
Updated: Mar 2, 2026

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
Published on: July 3, 2020
A Conceptual Model for Defining and Assessing Condition of Forest Stands
1USDA Forest Service, Rocky Mountain Research Station, Fort Collins, Colorado 80526, USA
Abstract:
/ Determining what indicators can be used to measure forest health has been much discussed but largely unresolved in the forestry literature. A model is presented in which the condition of a stand is quantified relative to a suitable target condition based on a preselected set of stands that, in the opinions of the managers, meet management objectives. Each stand was characterized by a list of variables that were selected from the existing forest database. We termed these characterizations stand profiles. Profiles of inventory data for 28 stands, each managed for either wildlife habitat or timber production in the Wallowa-Whitman National Forest in eastern Oregon, USA, were used to develop this model. Healthy stands were represented by points in multidimensional scaling space that fell within the bounds of a 65% kernel density estimation of the distribution of stands preselected for each management objective. Stands falling outside these bounds were, by definition unhealthy, and the distance from the bounds is a measure of degree of unhealthiness. Operationally, the objectives of silvicultural manipulations would be to maintain or move points to within the target space by selectively manipulating the values composing stand profiles. The direction and length of the trajectory associated with manipulations is an indicator of the effect of management actions. More work needs to be done to develop and validate this method. KEY WORDS: Monitoring forest condition; Forest health; Decision making; Silviculture prescriptions; Forest management; Forest pests; Forest diseases; Forest insects
Related Concept Videos
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
Softwoods and Hardwoods
Structural Properties and Dimensions of Lumber
The strength characteristics of...
Lumber Defects
Shakes are minor fractures that run along or across the wood's annual rings, while wane is...
Seasoning of Wood
Achieving equilibrium moisture content is the goal of seasoning; this is the point where the wood's moisture content stabilizes to align with the moisture levels of the surrounding environment. Proper...
Survival Tree
Building a Survival Tree
Constructing a...

