NASA STI Repository (National Aeronautics and Space Administration) · 1993 · 117 citations · 21 references
Natural ResourcesEcologyForestryForest EcologyForest InventoryRemote SensingForest GrowthForest SuccessionVegetation Change DetectionVegetation Cover AssessmentVegetation IndicesVegetation MonitoringClassification AccuracyClassification Accuracy AnalysisClassification Accuracy AssessmentOld-growth SuccessionSatellite-based Forest MappingSuccessional Stage ClassificationTemperate Forest SuccessionTemperate Old-growth Forests
Thematic Mapper (TM) digital imagery was used to map forest successional stages and to evaluate spectral differences between old-growth and mature forests in the central Cascade Range of Oregon. Relative sun incidence values were incorporated into the successional stage classification to compensate for topographic induced variation. Relative sun incidence improved the classification accuracy of young successional stages, but did not improve the classification accuracy of older, closed canopy forest classes or overall accuracy. TM bands 1, 2, and 4; the normalized difference vegetation index (NDVI); and TM 4/3, 4/5, and 4/7 band ratio values for old-growth forests were found to be significantly lower than the values of mature forests (P less than or equal to 0.010). Wetness and the TM 4/5 and 4/7 band ratios all had low correlations to relative sun incidence (r(exp 2) less than or equal to 0.16). The TM 4/5 band ratio was named the 'structural index' (SI) because of its ability to distinguish between mature and old-growth forests and its simplicity.
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