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On the Ecology of Mountainous Forests in a Changing Climate: A ...

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80 Chapter 3<br />

80<br />

60<br />

40<br />

D (°C*d)<br />

20<br />

0<br />

T m,y,l ≥ 15.5: D = -31.8 + 2.377·T m,y,l r 2 = 0.77<br />

-20 5.5 ≤ T m,y,l ≤ 15.5: D = 187.2·10 -0.0908·T m,y,l r 2 = 0.99<br />

T m,y,l ≤ 5.5: D = 8.52·10 0.165·T m,y,l r 2 = 0.98<br />

-40<br />

-10 0 10 20 30<br />

T<br />

m,y,l<br />

(°C)<br />

Fig. 3.9: Average difference (D) <strong>of</strong> estimated monthly degree-days between <strong>the</strong> more<br />

precise estimation method by Allen (1976) and <strong>the</strong> formula used <strong>in</strong> conventional forest gap<br />

models (Botk<strong>in</strong> et al. 1972a,b) as a function <strong>of</strong> monthly mean temperature (T m,y,l ). The data<br />

are from <strong>the</strong> sites Bern, Bever, and Locarno.<br />

Next, <strong>the</strong> monthly degree-day sums were recalculated tak<strong>in</strong>g <strong>in</strong>to account <strong>the</strong> error terms<br />

given <strong>in</strong> Fig. 3.9. A verification test for <strong>the</strong> site Bern and a validation test for <strong>the</strong> site<br />

Basel are shown <strong>in</strong> Fig. 3.10. It can be concluded that <strong>the</strong> correction formula provides an<br />

accurate estimate <strong>of</strong> Allen's monthly degree-day sums.<br />

F<strong>in</strong>ally, <strong>the</strong> effects <strong>of</strong> <strong>the</strong> correction formula on <strong>the</strong> annual sum <strong>of</strong> degree-days were evaluated<br />

at all six sites (Fig. 3.11). The new formula provides estimates <strong>of</strong> <strong>the</strong> annual sum<br />

500<br />

2<br />

y = 2.86 + 0.993x r = 0.996<br />

600<br />

2<br />

y = - 1.45 + 0.969x r = 0.992<br />

ForClim degree-days<br />

400<br />

300<br />

200<br />

100<br />

500<br />

400<br />

300<br />

200<br />

100<br />

0<br />

0<br />

100 200 300 400<br />

Allen's degree-days<br />

500<br />

0<br />

0<br />

100 200 300 400 500<br />

Allen's degree-days<br />

600<br />

Fig. 3.10: Performance <strong>of</strong> <strong>the</strong> empirical correction formula for estimat<strong>in</strong>g <strong>the</strong> monthly<br />

sum <strong>of</strong> degree-days from monthly mean temperature. Left: Verification test for <strong>the</strong> site<br />

Bern. Right: Validation test for <strong>the</strong> site Basel.

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