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Effects of Climate on Numbers of Northern Prairie Wetlands

Results: Testing and Validation


The models were robust with respect to random and systematic deletion of data. Random deletion of 10% of the data resulted in Pearson product moment correlations between observed and predicted percent wet basins of 0.81, 0.79, and 0.80 for parkland, Canadian grassland, and United States grassland, respectively. Similarly, average correlations after deletion of one transect were 0.81 (range 0.80 - 0.81), 0.80 (0.79-0.80), and 0.80 (0.79-0.80) for parkland, Canadian grassland, and United States grassland, respectively.

Strata 34 and 35 contain a total of 11 transects, all classified as parkland. Climate data for these transects were used to obtain predicted wet basin counts for 1968 through 1990 using the parkland model. Predicted and actual wet basin counts were correlated well (r = 0.77).

Because different variables were important in parkland and grassland, it was necessary to determine the degree to which the models differed. To examine this question, I ran the parkland model on Canadian grassland data, and the Canadian grassland model on parkland data. For grassland data in the parkland model, the correlation coefficient between observed and predicted wet basins was 0.70, compared with 0.80 for grassland data in the grassland model. For parkland data in the grassland model, r = 0.73, compared with 0.81 for parkland data in the parkland model.


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