Examines the issues and themes for natural resources trend and change detection discussed at the 1996 workshop on Ecological Resource Monitoring: Change and Trend Detection. Difficulties encountered in applying traditional formal statistical methods to environmental studies; Differences between design-based and model-based inferences; Examination of the issue of judgment vs. probability sampling.