Table 1. Differential effects of temperature and precipitation on tree ecophysiology based on slope aspect.
Summary of mixed-effects models showing the habitat-specific magnitude and direction of the effects of climate variables on (A) iWUE and (B) BAI. Higher temperatures make all trees more water use efficient but more so on south aspects. Less cold years favor growth of trees on north-facing aspects. More precipitation makes all trees less water use efficient but especially south aspect trees. More precipitation also increases growth on south aspects relative to north aspects. ICC, intraclass correlation coefficient.
| (A) | ||||||||
|
Temperature iWUE (mmol/mol) |
Precipitation iWUE (mmol/mol) |
|||||||
| Predictors | Estimates | SE | Statistic | P | Estimates | SE | Statistic | P |
| (Intercept) | 48.0497 | 7.0356 | 6.8295 | <0.001 | 94.1427 | 6.0395 | 15.5877 | <0.001 |
| Mean annual max. temp | 1.5002 | 0.2864 | 5.2389 | <0.001 | ||||
| Aspect [south] | −7.8136 | 3.95 | −1.9781 | 0.0501 | 12.1106 | 2.9478 | 4.1083 | 0.0002 |
| Tree size | 0.0603 | 0.0737 | 0.8185 | 0.4441 | 0.0594 | 0.0737 | 0.8066 | 0.4504 |
| Tree age | 0.0154 | 0.0279 | 0.5509 | 0.6012 | 0.0161 | 0.0279 | 0.5792 | 0.5832 |
| Mean annual max. temp * aspect [south] |
0.6233 | 0.1628 | 3.8291 | 0.0001 | ||||
| Mean annual precipitation | −5.9019 | 2.1804 | −2.7068 | 0.009 | ||||
| Mean annual precipitation * aspect [south] | −2.7747 | 1.0391 | −2.6704 | 0.0079 | ||||
| Random effects | ||||||||
| σ2 | 18.43 | 18.74 | ||||||
| τ00 | 21.77 CO2.mean | 33.92 CO2.mean | ||||||
| 5.78 TreeID | 5.76 TreeID | |||||||
| ICC | 0.47 CO2.mean | 0.58 CO2.mean | ||||||
| 0.13 TreeID | 0.10 TreeID | |||||||
| Observations | 460 | 460 | ||||||
| Marginal R2/conditional R2 | 0.412/0.764 | 0.251/0.760 | ||||||
| (B) | ||||||||
|
Temperature BAI (cm2) |
Precipitation BAI (cm2) |
|||||||
| Predictors | Estimates | SE | Statistic | P | Estimates | SE | Statistic | P |
| (Intercept) | −9.5589 | 4.2518 | −2.2482 | 0.0257 | 14.3815 | 3.7625 | 3.8223 | 0.0002 |
| Mean annual max. temp | 0.8741 | 0.1312 | 6.6635 | <0.001 | ||||
| Aspect [south] | 19.129 | 3.4773 | 5.5011 | <0.001 | −11.751 | 2.5519 | −4.6046 | <0.001 |
| Tree size | 0.8482 | 0.0498 | 17.031 | <0.001 | 0.8482 | 0.0498 | 17.0354 | <0.001 |
| Tree age | −0.2925 | 0.0319 | −9.1701 | <0.001 | −0.2928 | 0.0319 | −9.1793 | <0.001 |
| Mean annual max. temp * aspect [south] |
−1.0422 | 0.1478 | −7.0535 | <0.001 | ||||
| Mean annual precipitation | −2.1489 | 0.8818 | −2.437 | 0.0166 | ||||
| Mean annual precipitation * aspect [south] | 3.5814 | 0.9327 | 3.84 | 0.0001 | ||||
| Random effects | ||||||||
| σ2 | 156.84 | 158.06 | ||||||
| τ00 | 37.63 TreeID | 37.59 TreeID | ||||||
| 2.01 CO2 | 2.79 CO2 | |||||||
| ICC | 0.19 TreeID | 0.19 TreeID | ||||||
| 0.01 CO2 | 0.01 CO2 | |||||||
| Observations | 4642 | 4642 | ||||||
| Marginal R2/conditional R2 | 0.425/0.541 | 0.419/0.537 | ||||||