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Fig. 4.5 American chestnut habitat suitability map for Mammoth Cave National Park: ( a ) - suit-
ability map for the entire park; and ( b ) - suitability map on the historically non-agricultural lands.
Areas with habitat suitability greater than 20 are defined as favorable chestnut habitats
for American chestnut was more concentrated in the north-central and northeast-
ern part of Mammoth Cave National Park. Figure 4.5a provides a spatial reference
for future chestnut restoration. On the second map, a mask of land use history was
added (Fig. 4.5b ). Land use history was superimposed on Fig. 4.5a , and areas clas-
sified as historical agricultural lands were masked, because most chestnut sprouts
were located on non-agricultural land. With the land use history mask, about 19%
of the areas were predicted as favorable chestnut habitat. Figure 4.5b provides a spa-
tial reference for locating more chestnut specimens in the future. Based on the map,
there would be a low chance of finding American chestnut sprouts in the western
and southeastern portion of Mammoth Cave National Park.
4.3.2.4 Model Validation
Cross-validation was first applied to validate the chestnut habitat model. The
Continuous Boyce Index (CBI, Boyce et al. 2002 ) was 0.97
±
0.03 for the
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