Model-Based Time-Series Analysis of FIA Panel Data Absent Re-Measurements
An epidemic of lodgepole pine mortality from the mountain pine beetle has swept across the interior west. Aerial surveys monitor the areal extent of the epidemic, but only FIA field data provide a detailed assessment at the tree-level. Dynamics of the lodgepole pine population occur at a more rapid rate than the FIA 10-year re-measurement cycle. A model-based approach links population-level estimates from each annual FIA panel estimate. A simple multivariate model predicts the statewide rates of annual change among live uninfected, live infected, mortality trees, and standing dead trees. A multivariate weighted sum of panel estimates and model predictions of the same attributes improve estimates for each year. Biological structure incorporated into the model improves logical consistency among the various categories of tree-level estimates, and smoothes annual fluctuations caused by random sampling error. We present concepts in simple terms and illustrate results with FIA data from 2002 to 2008.