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. 2021 May 26;7(22):eabb7572. doi: 10.1126/sciadv.abb7572

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