Add normalized variables to anova cube root mostly some log
#Comments
## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 406.69 203.34 2 19.197 1.4314 0.26336
## precip 762.23 762.23 1 29.735 5.3656 0.02762 *
## landuse:precip 55.90 27.95 2 19.197 0.1967 0.82304
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 132.975 66.488 2 11.647 1.6235 0.2388
## precip 62.711 62.711 1 29.377 1.5313 0.2257
## landuse:precip 125.403 62.701 2 10.936 1.5311 0.2593## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 77.959 38.980 2 21.012 4.9186 0.017694 *
## precip 85.348 85.348 1 28.016 10.7696 0.002765 **
## landuse:precip 34.545 17.272 2 21.012 2.1795 0.137998
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.63248 0.31624 2 17.563 1.6139 0.2273
## precip 0.29776 0.29776 1 29.852 1.5196 0.2273
## landuse:precip 0.09193 0.04596 2 17.563 0.2346 0.7934## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.213519 0.106759 2 30 0.8891 0.4216
## precip 0.071608 0.071608 1 30 0.5964 0.4460
## landuse:precip 0.210707 0.105354 2 30 0.8774 0.4263## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.39203 0.196014 2 20.530 4.1005 0.03175 *
## precip 0.28561 0.285609 1 29.024 5.9748 0.02082 *
## landuse:precip 0.17499 0.087494 2 20.530 1.8303 0.18558
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.174 0.087 2 21.216 0.0105 0.98958
## precip 48.786 48.786 1 29.692 5.8617 0.02180 *
## landuse:precip 66.237 33.118 2 21.216 3.9793 0.03408 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 28.497 14.248 2 24.271 7.1049 0.003724 **
## precip 0.013 0.013 1 28.446 0.0066 0.935626
## landuse:precip 76.829 38.414 2 23.760 19.1554 1.111e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.751 1.8756 2 30 1.5555 0.22764
## precip 4.931 4.9309 1 30 4.0892 0.05215 .
## landuse:precip 33.375 16.6873 2 30 13.8389 5.517e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.13361 0.06680 2 20.743 1.6421 0.2177557
## precip 0.43692 0.43692 1 29.193 10.7400 0.0027083 **
## landuse:precip 0.81794 0.40897 2 20.743 10.0530 0.0008863 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.42517 0.21259 2 24.121 10.1579 0.0006306 ***
## precip 0.02900 0.02900 1 28.918 1.3855 0.2487657
## landuse:precip 0.79759 0.39880 2 23.559 19.0554 1.195e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.046635 0.023317 2 30 1.6404 0.2108235
## precip 0.005443 0.005443 1 30 0.3829 0.5407140
## landuse:precip 0.308225 0.154113 2 30 10.8419 0.0002861 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 9933.8 4966.9 2 19.488 2.8414 0.08263 .
## precip 13022.4 13022.4 1 29.633 7.4498 0.01057 *
## landuse:precip 9553.6 4776.8 2 19.488 2.7327 0.08992 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 9352.2 4676.1 2 30 6.2452 0.005401 **
## precip 4163.5 4163.5 1 30 5.5605 0.025084 *
## landuse:precip 6416.6 3208.3 2 30 4.2849 0.023074 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2692.8 1346.4 2 30 2.4621 0.102314
## precip 7199.4 7199.4 1 30 13.1651 0.001048 **
## landuse:precip 877.1 438.5 2 30 0.8019 0.457838
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.4978 1.7489 2 21.108 10.285 0.0007616 ***
## precip 4.5572 4.5572 1 27.959 26.800 1.717e-05 ***
## landuse:precip 9.0505 4.5252 2 21.108 26.612 1.698e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.6386 2.3193 2 30 17.233 1.040e-05 ***
## precip 3.1696 3.1696 1 30 23.551 3.528e-05 ***
## landuse:precip 6.8630 3.4315 2 30 25.497 3.389e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.6292 0.3146 2 30 1.8842 0.16949
## precip 4.2742 4.2742 1 30 25.5980 1.97e-05 ***
## landuse:precip 1.3369 0.6685 2 30 4.0034 0.02877 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6274.1 3137.06 2 21.902 14.7820 8.645e-05 ***
## precip 758.2 758.22 1 21.925 3.5728 0.07203 .
## landuse:precip 2161.8 1080.88 2 21.902 5.0932 0.01526 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3576.4 1788.18 2 30 29.544 8.119e-08 ***
## precip 694.9 694.92 1 30 11.481 0.001983 **
## landuse:precip 3048.8 1524.40 2 30 25.186 3.804e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2020.8 1010.39 2 30 10.4876 0.0003519 ***
## precip 424.9 424.90 1 30 4.4103 0.0442347 *
## landuse:precip 1790.5 895.26 2 30 9.2926 0.0007232 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.3343 3.1672 2 30 17.5747 8.875e-06 ***
## precip 2.0121 2.0121 1 30 11.1654 0.002243 **
## landuse:precip 2.6598 1.3299 2 30 7.3797 0.002475 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 5.5891 2.7945 2 30 28.547 1.140e-07 ***
## precip 1.1091 1.1091 1 30 11.330 0.002103 **
## landuse:precip 4.7751 2.3876 2 30 24.389 5.137e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.9616 1.4808 2 30 9.9529 0.0004837 ***
## precip 1.1288 1.1288 1 30 7.5871 0.0098918 **
## landuse:precip 3.1632 1.5816 2 30 10.6306 0.0003236 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 707.48 353.74 2 30 11.2066 0.0002319 ***
## precip 245.16 245.16 1 30 7.7669 0.0091407 **
## landuse:precip 17.44 8.72 2 30 0.2762 0.7605832
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 42.16 21.08 2 21.883 2.8845 0.07729 .
## precip 423.76 423.76 1 29.445 57.9862 1.939e-08 ***
## landuse:precip 547.18 273.59 2 21.142 37.4374 1.129e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 24.141 12.070 2 24.486 1.4358 0.2572630
## precip 68.493 68.493 1 23.836 8.1474 0.0087831 **
## landuse:precip 178.201 89.101 2 24.486 10.5988 0.0004832 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.7513 2.37563 2 30 16.7775 1.287e-05 ***
## precip 2.3704 2.37041 1 30 16.7407 0.0002967 ***
## landuse:precip 0.5598 0.27991 2 30 1.9768 0.1561442
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.11951 0.55975 2 24.929 7.4378 0.00293 **
## precip 2.37842 2.37842 1 29.914 31.6034 4.069e-06 ***
## landuse:precip 0.31495 0.15747 2 24.363 2.0925 0.14500
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.33167 0.165833 2 30 5.5769 0.008723 **
## precip 0.09047 0.090473 1 30 3.0426 0.091345 .
## landuse:precip 0.29784 0.148922 2 30 5.0082 0.013282 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 819.72 409.86 2 30 14.433 4.062e-05 ***
## precip 1582.48 1582.48 1 30 55.727 2.549e-08 ***
## landuse:precip 74.62 37.31 2 30 1.314 0.2838
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 205.01 102.50 2 25.987 3.7910 0.035922 *
## precip 1638.23 1638.23 1 29.954 60.5880 1.112e-08 ***
## landuse:precip 420.44 210.22 2 25.483 7.7748 0.002312 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 327.34 163.67 2 30 3.7784 0.03440 *
## precip 254.75 254.75 1 30 5.8810 0.02154 *
## landuse:precip 356.95 178.47 2 30 4.1201 0.02624 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.38553 1.19276 2 17.828 19.1179 3.670e-05 ***
## precip 2.37058 2.37058 1 18.096 37.9963 7.879e-06 ***
## landuse:precip 0.41083 0.20542 2 17.828 3.2925 0.06069 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.73438 0.36719 2 26.257 5.8824 0.007746 **
## precip 3.15717 3.15717 1 29.955 50.5783 6.613e-08 ***
## landuse:precip 0.58258 0.29129 2 25.782 4.6665 0.018635 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.91314 0.45657 2 30 4.3972 0.02115 *
## precip 0.44317 0.44317 1 30 4.2681 0.04756 *
## landuse:precip 0.87616 0.43808 2 30 4.2191 0.02429 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 9.860 4.930 2 30 1.0907 0.348949
## precip 55.397 55.397 1 30 12.2561 0.001473 **
## landuse:precip 7.114 3.557 2 30 0.7869 0.464425
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 9.2553 4.6276 2 22.952 5.9863 0.008087 **
## precip 1.9296 1.9296 1 29.178 2.4961 0.124910
## landuse:precip 16.7774 8.3887 2 22.286 10.8516 0.000512 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.51448 0.257239 2 20.736 0.6189 0.5482
## precip 0.02700 0.026997 1 21.355 0.0650 0.8013
## landuse:precip 0.52772 0.263862 2 20.736 0.6349 0.5400## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.04374 0.02187 2 30 0.6069 0.55159
## precip 0.89988 0.89988 1 30 24.9713 2.349e-05 ***
## landuse:precip 0.26468 0.13234 2 30 3.6723 0.03744 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.30352 0.15176 2 22.550 10.3711 0.00064 ***
## precip 0.10938 0.10938 1 29.482 7.4748 0.01048 *
## landuse:precip 0.53029 0.26515 2 21.844 18.1197 2.297e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0260054 0.0130027 2 20.521 0.8860 0.4275
## precip 0.0014023 0.0014023 1 24.006 0.0955 0.7599
## landuse:precip 0.0187737 0.0093868 2 20.521 0.6396 0.5377## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 21874.6 10937.3 2 21.585 12.794 0.0002165 ***
## precip 9475.2 9475.2 1 26.513 11.084 0.0025662 **
## landuse:precip 30249.6 15124.8 2 21.585 17.693 2.825e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 38797 19398.5 2 30 10.6366 0.0003224 ***
## precip 1674 1674.1 1 30 0.9179 0.3456774
## landuse:precip 54061 27030.3 2 30 14.8213 3.338e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 23205 11602 2 22.612 23.518 2.994e-06 ***
## precip 19448 19448 1 24.069 39.421 1.702e-06 ***
## landuse:precip 36378 18189 2 22.612 36.869 7.633e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "Natural log"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0105423 0.0052711 2 21.564 12.392 0.0002613 ***
## precip 0.0047635 0.0047635 1 26.557 11.198 0.0024541 **
## landuse:precip 0.0145619 0.0072809 2 21.564 17.116 3.534e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0186460 0.0093230 2 30 10.4009 0.0003704 ***
## precip 0.0006709 0.0006709 1 30 0.7484 0.3938404
## landuse:precip 0.0259428 0.0129714 2 30 14.4710 3.985e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0110644 0.0055322 2 22.620 23.237 3.275e-06 ***
## precip 0.0098326 0.0098326 1 24.048 41.301 1.194e-06 ***
## landuse:precip 0.0174061 0.0087030 2 22.620 36.556 8.195e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.0520 1.5260 2 19.819 0.6252 0.5454
## precip 4.5394 4.5394 1 29.553 1.8598 0.1829
## landuse:precip 5.4906 2.7453 2 19.819 1.1248 0.3446## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.1095 3.05476 2 22.985 16.4145 3.732e-05 ***
## precip 0.0704 0.07043 1 24.556 0.3785 0.5441
## landuse:precip 6.2650 3.13250 2 22.754 16.8322 3.261e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.8994 0.9497 2 30 3.0116 0.064279 .
## precip 3.8505 3.8505 1 30 12.2102 0.001499 **
## landuse:precip 3.6003 1.8002 2 30 5.7085 0.007927 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.22567 0.11284 2 21.799 2.7754 0.08437 .
## precip 0.15231 0.15231 1 26.131 3.7465 0.06381 .
## landuse:precip 0.28364 0.14182 2 21.799 3.4884 0.04849 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.1095 3.05476 2 22.985 16.4145 3.732e-05 ***
## precip 0.0704 0.07043 1 24.556 0.3785 0.5441
## landuse:precip 6.2650 3.13250 2 22.754 16.8322 3.261e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.48003 0.24001 2 19.990 9.4691 0.0012792 **
## precip 0.05191 0.05191 1 28.961 2.0480 0.1631123
## landuse:precip 0.57872 0.28936 2 19.990 11.4160 0.0004933 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.2012 0.6006 2 29 1.8387 0.1770834
## precip 4.3932 4.3932 1 29 13.4495 0.0009791 ***
## landuse:precip 0.8080 0.4040 2 29 1.2368 0.3051679
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.278002 0.139001 2 21.341 8.0597 0.002469 **
## precip 0.045177 0.045177 1 29.873 2.6195 0.116071
## landuse:precip 0.191443 0.095722 2 20.564 5.5502 0.011817 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.055792 0.027896 2 30 3.8259 0.03311 *
## precip 0.016342 0.016342 1 30 2.2413 0.14482
## landuse:precip 0.033857 0.016929 2 30 2.3217 0.11548
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.27472 0.13736 2 29 3.5490 0.04181 *
## precip 0.84933 0.84933 1 29 21.9440 6.093e-05 ***
## landuse:precip 0.20333 0.10167 2 29 2.6268 0.08944 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.167393 0.083696 2 30 10.4425 0.0003614 ***
## precip 0.059303 0.059303 1 30 7.3990 0.0107502 *
## landuse:precip 0.121247 0.060623 2 30 7.5637 0.0021888 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.043897 0.0219486 2 24.084 5.9488 0.007951 **
## precip 0.009368 0.0093679 1 22.921 2.5390 0.124761
## landuse:precip 0.024428 0.0122141 2 24.084 3.3104 0.053681 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 259.52 129.76 2 29 2.4548 0.1035391
## precip 959.70 959.70 1 29 18.1552 0.0001962 ***
## landuse:precip 149.18 74.59 2 29 1.4111 0.2601302
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 17.358 8.679 2 18.754 9.1407 0.001694 **
## precip 36.235 36.235 1 29.846 38.1636 8.68e-07 ***
## landuse:precip 8.841 4.421 2 17.913 4.6559 0.023536 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.7669 2.3834 2 30 4.5836 0.01832 *
## precip 15.9468 15.9468 1 30 30.6675 5.104e-06 ***
## landuse:precip 1.9554 0.9777 2 30 1.8802 0.17010
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.70450 0.35225 2 19.881 2.5104 0.1066342
## precip 2.37101 2.37101 1 26.947 16.8976 0.0003311 ***
## landuse:precip 0.09917 0.04958 2 19.869 0.3534 0.7066455
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.50448 0.25224 2 21.840 6.3321 0.006778 **
## precip 2.35232 2.35232 1 27.859 59.0506 2.346e-08 ***
## landuse:precip 0.09064 0.04532 2 21.183 1.1377 0.339381
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.1601 0.0801 2 30 1.7019 0.1995
## precip 3.1848 3.1848 1 30 67.7004 3.483e-09 ***
## landuse:precip 0.0036 0.0018 2 30 0.0381 0.9627
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.032787 0.0163936 2 30 3.2473 0.05289 .
## precip 0.003716 0.0037165 1 30 0.7362 0.39769
## landuse:precip 0.002981 0.0014904 2 30 0.2952 0.74650
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0057792 0.0028896 2 30 4.0590 0.02753 *
## precip 0.0026554 0.0026554 1 30 3.7300 0.06294 .
## landuse:precip 0.0002458 0.0001229 2 30 0.1726 0.84228
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0022613 0.0011306 2 30 2.1009 0.13998
## precip 0.0017053 0.0017053 1 30 3.1687 0.08519 .
## landuse:precip 0.0045665 0.0022832 2 30 4.2427 0.02384 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.6739 1.83695 2 24.041 2.5457 0.09936 .
## precip 0.0401 0.04007 1 24.088 0.0555 0.81569
## landuse:precip 1.8953 0.94766 2 24.041 1.3133 0.28754
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.16035 0.08017 2 30 0.7959 0.4604606
## precip 1.69163 1.69163 1 30 16.7939 0.0002915 ***
## landuse:precip 0.75036 0.37518 2 30 3.7247 0.0359050 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.3615 0.18075 2 23.085 2.4825 0.105551
## precip 2.7765 2.77650 1 22.620 38.1335 2.872e-06 ***
## landuse:precip 1.2321 0.61602 2 23.085 8.4607 0.001752 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.132583 0.066291 2 30 3.8542 0.03238 *
## precip 0.004499 0.004499 1 30 0.2616 0.61277
## landuse:precip 0.052492 0.026246 2 30 1.5259 0.23382
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.017956 0.008978 2 30 1.5913 0.220382
## precip 0.065720 0.065720 1 30 11.6480 0.001859 **
## landuse:precip 0.017736 0.008868 2 30 1.5718 0.224302
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.018931 0.009466 2 21.427 2.2091 0.13419
## precip 0.130829 0.130829 1 20.912 30.5327 1.778e-05 ***
## landuse:precip 0.040544 0.020272 2 21.427 4.7311 0.01987 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 10526795 5263397 2 22.781 60.384 7.837e-10 ***
## precip 29875092 29875092 1 21.561 342.742 1.014e-14 ***
## landuse:precip 15040461 7520230 2 22.781 86.276 2.347e-11 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 10832552 5416276 2 26.715 62.460 8.467e-11 ***
## precip 21485011 21485011 1 29.995 247.765 4.855e-16 ***
## landuse:precip 17045109 8522555 2 26.262 98.282 6.399e-13 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2916289 1458145 2 30 4.7086 0.0166551 *
## precip 5287323 5287323 1 30 17.0735 0.0002653 ***
## landuse:precip 5961045 2980522 2 30 9.6245 0.0005900 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 22.220 11.110 2 16.538 34.830 1.178e-06 ***
## precip 46.653 46.653 1 27.067 146.256 2.005e-12 ***
## landuse:precip 28.622 14.311 2 16.538 44.864 2.087e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 21.789 10.895 2 26.781 25.835 5.620e-07 ***
## precip 55.191 55.191 1 29.996 130.877 1.827e-12 ***
## landuse:precip 32.468 16.234 2 26.319 38.496 1.530e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 5.7143 2.8572 2 30 3.6916 0.0368701 *
## precip 12.0612 12.0612 1 30 15.5837 0.0004409 ***
## landuse:precip 11.8417 5.9209 2 30 7.6500 0.0020670 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.80480 0.40240 2 21.599 19.063 1.697e-05 ***
## precip 0.26667 0.26667 1 26.774 12.633 0.001433 **
## landuse:precip 0.64562 0.32281 2 21.599 15.293 7.289e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.35934 0.179670 2 23.054 9.0448 0.001260 **
## precip 0.04352 0.043516 1 25.197 2.1907 0.151244
## landuse:precip 0.32113 0.160566 2 22.752 8.0831 0.002228 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.23902 0.11951 2 19.288 1.2545 0.3075
## precip 0.40712 0.40712 1 29.123 4.2733 0.0477 *
## landuse:precip 0.22971 0.11486 2 19.288 1.2056 0.3211
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.80480 0.40240 2 21.599 19.063 1.697e-05 ***
## precip 0.26667 0.26667 1 26.774 12.633 0.001433 **
## landuse:precip 0.64562 0.32281 2 21.599 15.293 7.289e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.35934 0.179670 2 23.054 9.0448 0.001260 **
## precip 0.04352 0.043516 1 25.197 2.1907 0.151244
## landuse:precip 0.32113 0.160566 2 22.752 8.0831 0.002228 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.23902 0.11951 2 19.288 1.2545 0.3075
## precip 0.40712 0.40712 1 29.123 4.2733 0.0477 *
## landuse:precip 0.22971 0.11486 2 19.288 1.2056 0.3211
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 73281 36640 2 30 5.2138 0.011393 *
## precip 5291 5291 1 30 0.7529 0.392456
## landuse:precip 112623 56312 2 30 8.0130 0.001628 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 110597 55299 2 30 7.1464 0.0028962 **
## precip 16017 16017 1 30 2.0700 0.1605757
## landuse:precip 157633 78816 2 30 10.1856 0.0004208 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 128756 64378 2 18.657 7.7128 0.003621 **
## precip 8519 8519 1 23.553 1.0206 0.322647
## landuse:precip 154460 77230 2 18.657 9.2525 0.001616 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.0002 2.0001 2 30 6.0445 0.0062272 **
## precip 0.0360 0.0360 1 30 0.1089 0.7436842
## landuse:precip 6.3839 3.1919 2 30 9.6462 0.0005822 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.1054 3.0527 2 30 8.0684 0.0015708 **
## precip 0.2445 0.2445 1 30 0.6463 0.4277782
## landuse:precip 9.0786 4.5393 2 30 11.9975 0.0001484 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.2374 3.1187 2 18.929 9.0788 0.0017200 **
## precip 0.1996 0.1996 1 23.582 0.5811 0.4534412
## landuse:precip 7.7273 3.8636 2 18.929 11.2474 0.0006038 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2677.4 1338.7 2 30 5.4179 0.009799 **
## precip 6811.9 6811.9 1 30 27.5693 1.148e-05 ***
## landuse:precip 2857.1 1428.6 2 30 5.7818 0.007519 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 684.33 342.17 2 30 2.3057 0.1170911
## precip 2422.07 2422.07 1 30 16.3213 0.0003421 ***
## landuse:precip 937.55 468.77 2 30 3.1589 0.0568907 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 110.197 55.099 2 30 0.5042 0.6090
## precip 261.908 261.908 1 30 2.3967 0.1321
## landuse:precip 88.779 44.390 2 30 0.4062 0.6698## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.9658 0.9829 2 30 8.2622 0.0013855 **
## precip 5.6622 5.6622 1 30 47.5955 1.167e-07 ***
## landuse:precip 2.3822 1.1911 2 30 10.0123 0.0004667 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.73645 0.36823 2 30 2.9824 0.06586 .
## precip 2.48313 2.48313 1 30 20.1118 9.938e-05 ***
## landuse:precip 1.09313 0.54657 2 30 4.4268 0.02067 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.17184 0.085919 2 30 0.5615 0.5762
## precip 0.23635 0.236351 1 30 1.5446 0.2236
## landuse:precip 0.13117 0.065583 2 30 0.4286 0.6553## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 66.01 33.01 2 23.510 2.5208 0.10189
## precip 1058.94 1058.94 1 24.823 80.8761 2.779e-09 ***
## landuse:precip 93.64 46.82 2 23.510 3.5758 0.04407 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 767.56 383.78 2 30 5.8723 0.0070437 **
## precip 2029.74 2029.74 1 30 31.0575 4.624e-06 ***
## landuse:precip 1238.34 619.17 2 30 9.4741 0.0006468 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6868.1 3434.0 2 25.879 6.4274 0.0054168 **
## precip 7963.3 7963.3 1 24.994 14.9046 0.0007083 ***
## landuse:precip 10154.4 5077.2 2 25.879 9.5029 0.0008044 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.18675 0.09337 2 17.612 1.6027 0.2294
## precip 2.96662 2.96662 1 27.113 50.9206 1.103e-07 ***
## landuse:precip 0.23069 0.11535 2 17.612 1.9799 0.1676
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.6502 0.3251 2 30 2.4771 0.1010
## precip 5.5264 5.5264 1 30 42.1119 3.582e-07 ***
## landuse:precip 1.1598 0.5799 2 30 4.4189 0.0208 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.9461 2.4730 2 24.479 9.503 0.0008825 ***
## precip 8.7795 8.7795 1 24.103 33.736 5.381e-06 ***
## landuse:precip 6.4365 3.2182 2 24.479 12.367 0.0001941 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4022.1 2011.03 2 22.361 3.7651 0.03897 *
## precip 52.3 52.28 1 24.712 0.0979 0.75702
## landuse:precip 2820.6 1410.30 2 22.361 2.6404 0.09345 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 7677 3838 2 30 2.6693 0.08572 .
## precip 33278 33278 1 30 23.1426 3.975e-05 ***
## landuse:precip 6154 3077 2 30 2.1399 0.13528
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3435.1 1717.57 2 22.127 4.8386 0.018064 *
## precip 60.7 60.66 1 25.600 0.1709 0.682762
## landuse:precip 4844.3 2422.15 2 22.127 6.8234 0.004917 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.6248 1.31238 2 22.029 4.0362 0.032101 *
## precip 0.0258 0.02582 1 25.488 0.0794 0.780367
## landuse:precip 5.1732 2.58660 2 22.029 7.9551 0.002509 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.1486 3.0743 2 30 3.2986 0.05071 .
## precip 23.6475 23.6475 1 30 25.3730 2.098e-05 ***
## landuse:precip 7.6806 3.8403 2 30 4.1205 0.02624 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 5.0455 2.5227 2 22.030 7.3776 0.0035270 **
## precip 0.1243 0.1243 1 25.773 0.3634 0.5518766
## landuse:precip 7.7727 3.8863 2 22.030 11.3654 0.0004061 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 243718 121859 2 20.875 11.264 0.0004809 ***
## precip 543302 543302 1 28.478 50.218 9.439e-08 ***
## landuse:precip 235695 117847 2 20.875 10.893 0.0005756 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 52814 26407 2 21.421 2.8658 0.07891 .
## precip 1169188 1169188 1 29.981 126.8859 2.687e-12 ***
## landuse:precip 49780 24890 2 20.649 2.7012 0.09077 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 37264 18632 2 19.520 2.7769 0.08683 .
## precip 1217054 1217054 1 18.019 181.3872 7.596e-11 ***
## landuse:precip 31742 15871 2 19.520 2.3654 0.12027
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 5.722 2.861 2 30 9.9069 0.0004973 ***
## precip 39.911 39.911 1 30 138.2090 9.302e-13 ***
## landuse:precip 6.430 3.215 2 30 11.1326 0.0002419 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.353 1.177 2 30 5.6981 0.007987 **
## precip 45.499 45.499 1 30 220.3300 2.316e-15 ***
## landuse:precip 2.808 1.404 2 30 6.7998 0.003669 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.270 0.635 2 30 3.5712 0.04062 *
## precip 43.675 43.675 1 30 245.7125 5.409e-16 ***
## landuse:precip 1.556 0.778 2 30 4.3767 0.02149 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.5639 3.2820 2 23.060 1.8274 0.1834
## precip 3.9597 3.9597 1 25.815 2.2048 0.1497
## landuse:precip 2.1397 1.0698 2 23.060 0.5957 0.5594## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.73378 0.36689 2 26.774 1.2090 0.3143
## precip 0.66870 0.66870 1 29.985 2.2034 0.1481
## landuse:precip 0.73000 0.36500 2 26.336 1.2027 0.3163## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.36864 0.184322 2 20.070 2.6635 0.09420 .
## precip 0.07967 0.079669 1 21.808 1.1513 0.29502
## landuse:precip 0.40302 0.201509 2 20.070 2.9119 0.07756 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.28547 0.142736 2 30 2.8620 0.07285 .
## precip 0.08426 0.084260 1 30 1.6895 0.20356
## landuse:precip 0.11955 0.059778 2 30 1.1986 0.31564
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.095955 0.047977 2 30 1.7297 0.1946
## precip 0.060541 0.060541 1 30 2.1827 0.1500
## landuse:precip 0.086563 0.043281 2 30 1.5604 0.2266## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.071159 0.035580 2 20.706 2.8258 0.08221 .
## precip 0.018298 0.018298 1 23.084 1.4533 0.24021
## landuse:precip 0.070124 0.035062 2 20.706 2.7847 0.08491 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2419.8 1209.92 2 30 9.0976 0.0008162 ***
## precip 0.3 0.27 1 30 0.0020 0.9645424
## landuse:precip 4399.9 2199.96 2 30 16.5418 1.439e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6504.4 3252.2 2 24.791 19.432 8.386e-06 ***
## precip 2731.7 2731.7 1 29.957 16.322 0.0003427 ***
## landuse:precip 9592.0 4796.0 2 24.225 28.656 4.126e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3931.7 1965.8 2 23.996 10.479 0.0005357 ***
## precip 8960.2 8960.2 1 23.997 47.764 3.799e-07 ***
## landuse:precip 5957.0 2978.5 2 23.996 15.877 4.049e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.5850 1.29252 2 30 16.5234 1.452e-05 ***
## precip 0.2069 0.20687 1 30 2.6446 0.1144
## landuse:precip 4.6526 2.32631 2 30 29.7392 7.604e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 5.3158 2.6579 2 24.394 25.858 9.392e-07 ***
## precip 0.6818 0.6818 1 29.987 6.633 0.01518 *
## landuse:precip 7.9518 3.9759 2 23.794 38.681 3.330e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.8847 1.4424 2 23.478 8.0877 0.0021280 **
## precip 5.8035 5.8035 1 23.083 32.5416 8.164e-06 ***
## landuse:precip 4.3114 2.1557 2 23.478 12.0875 0.0002461 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.9834 2.4917 2 30 24.884 4.259e-07 ***
## precip 11.7672 11.7672 1 30 117.519 6.758e-12 ***
## landuse:precip 5.8123 2.9061 2 30 29.024 9.685e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 7.1871 3.5936 2 21.524 24.336 2.985e-06 ***
## precip 2.0640 2.0640 1 29.999 13.977 0.0007789 ***
## landuse:precip 9.1369 4.5684 2 20.759 30.938 5.926e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 4.1797 2.08987 2 30 7.972 0.001673 **
## precip 0.4226 0.42259 1 30 1.612 0.213972
## landuse:precip 5.2378 2.61891 2 30 9.990 0.000473 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 710.43 355.22 2 19.605 13.056 0.0002487 ***
## precip 1737.68 1737.68 1 29.609 63.866 7.041e-09 ***
## landuse:precip 1125.78 562.89 2 19.605 20.688 1.476e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 514.37 257.19 2 30 12.184 0.0001339 ***
## precip 392.79 392.79 1 30 18.608 0.0001602 ***
## landuse:precip 662.01 331.01 2 30 15.681 2.179e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 613.55 306.77 2 30 24.011 5.938e-07 ***
## precip 175.48 175.48 1 30 13.735 0.0008506 ***
## landuse:precip 634.94 317.47 2 30 24.848 4.318e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.4405 0.72024 2 19.453 12.644 0.0003033 ***
## precip 3.0610 3.06103 1 29.817 53.736 3.785e-08 ***
## landuse:precip 1.7705 0.88527 2 19.453 15.541 9.277e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.77948 0.38974 2 30 9.2506 0.0007422 ***
## precip 0.56436 0.56436 1 30 13.3953 0.0009631 ***
## landuse:precip 0.94254 0.47127 2 30 11.1858 0.0002346 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.04701 0.52350 2 30 20.936 2.035e-06 ***
## precip 0.26956 0.26956 1 30 10.780 0.00261 **
## landuse:precip 1.01836 0.50918 2 30 20.363 2.589e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 12.9964 6.4982 2 22.847 57.104 1.294e-09 ***
## precip 6.5823 6.5823 1 23.428 57.843 8.948e-08 ***
## landuse:precip 25.8357 12.9179 2 22.847 113.517 1.356e-12 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 12.996 6.498 2 30 5.4125 0.0098387 **
## precip 90.146 90.146 1 30 75.0844 1.151e-09 ***
## landuse:precip 25.836 12.918 2 30 10.7595 0.0003001 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 149.487 74.743 2 30 12.582 0.0001076 ***
## precip 73.753 73.753 1 30 12.416 0.0013871 **
## landuse:precip 172.037 86.019 2 30 14.480 3.966e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "Natural log"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.017841 0.0089206 2 22.868 49.422 4.985e-09 ***
## precip 0.008716 0.0087161 1 23.368 48.289 4.026e-07 ***
## landuse:precip 0.036219 0.0181094 2 22.868 100.329 4.776e-12 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.017841 0.008921 2 30 4.0815 0.027050 *
## precip 0.147685 0.147685 1 30 67.5722 3.553e-09 ***
## landuse:precip 0.036219 0.018109 2 30 8.2858 0.001365 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.181244 0.090622 2 30 12.610 0.000106 ***
## precip 0.086866 0.086866 1 30 12.087 0.001571 **
## landuse:precip 0.209133 0.104567 2 30 14.550 3.828e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.63493 0.31746 2 30 2.7254 0.08174 .
## precip 0.00050 0.00050 1 30 0.0043 0.94830
## landuse:precip 0.19307 0.09653 2 30 0.8287 0.44636
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.06993 0.53496 2 30 8.5670 0.00114 **
## precip 0.01212 0.01212 1 30 0.1940 0.66274
## landuse:precip 0.47723 0.23861 2 30 3.8212 0.03324 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.65137 0.32569 2 30 6.8321 0.003589 **
## precip 0.00811 0.00811 1 30 0.1702 0.682870
## landuse:precip 0.12831 0.06416 2 30 1.3458 0.275587
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.060137 0.0300684 2 30 2.9226 0.06924 .
## precip 0.000008 0.0000083 1 30 0.0008 0.97749
## landuse:precip 0.031352 0.0156760 2 30 1.5237 0.23429
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.159537 0.079768 2 30 8.2602 0.001387 **
## precip 0.005053 0.005053 1 30 0.5233 0.475051
## landuse:precip 0.094247 0.047123 2 30 4.8797 0.014629 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.106866 0.053433 2 21.66 11.6764 0.0003627 ***
## precip 0.005291 0.005291 1 27.29 1.1563 0.2916543
## landuse:precip 0.029561 0.014781 2 21.66 3.2299 0.0592062 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 257.872 128.936 2 30 2.5984 0.09105 .
## precip 16.078 16.078 1 30 0.3240 0.57344
## landuse:precip 67.492 33.746 2 30 0.6801 0.51422
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 355.82 177.909 2 30 7.7613 0.001921 **
## precip 0.09 0.085 1 30 0.0037 0.951753
## landuse:precip 103.18 51.589 2 30 2.2506 0.122835
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 227.845 113.922 2 30 7.6604 0.002053 **
## precip 3.956 3.956 1 30 0.2660 0.609815
## landuse:precip 28.670 14.335 2 30 0.9639 0.392888
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.64726 0.32363 2 30 2.1407 0.1352
## precip 0.10429 0.10429 1 30 0.6898 0.4128
## landuse:precip 0.48888 0.24444 2 30 1.6169 0.2153## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.1452 1.07261 2 30 8.0973 0.001542 **
## precip 0.0638 0.06380 1 30 0.4816 0.493038
## landuse:precip 1.0203 0.51013 2 30 3.8510 0.032461 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.28476 0.64238 2 19.249 10.0436 0.00103 **
## precip 0.01512 0.01512 1 27.831 0.2364 0.63065
## landuse:precip 0.40826 0.20413 2 19.249 3.1916 0.06352 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.94 1.97 2 23.092 0.0803 0.923113
## precip 341.74 341.74 1 24.299 13.9426 0.001013 **
## landuse:precip 62.02 31.01 2 23.092 1.2652 0.301037
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 360.27 180.134 2 27.856 1.4587 0.2498
## precip 69.43 69.427 1 30.000 0.5622 0.4592
## landuse:precip 505.52 252.758 2 27.535 2.0468 0.1483## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 221.19 110.594 2 25.052 1.1477 0.3335
## precip 241.96 241.956 1 27.240 2.5109 0.1246
## landuse:precip 103.89 51.946 2 25.052 0.5391 0.5899## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.05170 0.02585 2 22.977 0.4960 0.615349
## precip 0.51807 0.51807 1 24.917 9.9398 0.004182 **
## landuse:precip 0.05467 0.02733 2 22.977 0.5244 0.598801
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.60901 0.30451 2 30 1.8762 0.1707
## precip 0.15543 0.15543 1 30 0.9576 0.3356
## landuse:precip 0.79190 0.39595 2 30 2.4396 0.1043## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.38261 0.19130 2 24.375 2.0485 0.15054
## precip 0.42734 0.42734 1 28.702 4.5760 0.04106 *
## landuse:precip 0.17359 0.08680 2 24.375 0.9294 0.40832
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 367.52 183.762 2 23.449 2.8888 0.0756 .
## precip 5.75 5.748 1 24.917 0.0904 0.7662
## landuse:precip 77.14 38.571 2 23.449 0.6064 0.5537
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 930.68 465.34 2 27.303 4.8421 0.01586 *
## precip 2.62 2.62 1 29.962 0.0273 0.86988
## landuse:precip 845.25 422.62 2 26.965 4.3976 0.02224 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 316.069 158.034 2 23.931 1.3110 0.2882
## precip 2.318 2.318 1 25.017 0.0192 0.8908
## landuse:precip 285.469 142.735 2 23.931 1.1841 0.3233## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.309159 0.154580 2 24.294 2.1950 0.1330
## precip 0.014643 0.014643 1 23.593 0.2079 0.6526
## landuse:precip 0.104474 0.052237 2 24.294 0.7418 0.4867## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.56122 0.280610 2 27.219 3.1677 0.05797 .
## precip 0.00188 0.001883 1 29.966 0.0213 0.88507
## landuse:precip 0.49259 0.246295 2 26.875 2.7803 0.07989 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.230347 0.115173 2 30 0.7312 0.4897
## precip 0.004269 0.004269 1 30 0.0271 0.8703
## landuse:precip 0.284333 0.142167 2 30 0.9026 0.4162## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2.6836 1.3418 2 30 0.5539 0.5805
## precip 6.5803 6.5803 1 30 2.7164 0.1098
## landuse:precip 1.9851 0.9926 2 30 0.4097 0.6675## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 14.0129 7.0064 2 30 1.9852 0.1550
## precip 0.2395 0.2395 1 30 0.0679 0.7963
## landuse:precip 2.6187 1.3094 2 30 0.3710 0.6932## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 19.0033 9.5016 2 19.059 1.6749 0.2137
## precip 5.9732 5.9732 1 18.225 1.0529 0.3183
## landuse:precip 3.6821 1.8411 2 19.059 0.3245 0.7268## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.106686 0.053343 2 30 1.2644 0.29702
## precip 0.133321 0.133321 1 30 3.1602 0.08559 .
## landuse:precip 0.017007 0.008503 2 30 0.2016 0.81855
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.36605 0.183023 2 30 3.4747 0.04392 *
## precip 0.04118 0.041181 1 30 0.7818 0.38361
## landuse:precip 0.09286 0.046428 2 30 0.8815 0.42463
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.238546 0.119273 2 30 1.7265 0.1951
## precip 0.059379 0.059379 1 30 0.8595 0.3613
## landuse:precip 0.034691 0.017345 2 30 0.2511 0.7796## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.16741 0.08371 2 20.580 0.4895 0.6199
## precip 0.43517 0.43517 1 28.778 2.5449 0.1216
## landuse:precip 0.44009 0.22005 2 20.580 1.2869 0.2974## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1.44609 0.72305 2 21.868 3.5546 0.04606 *
## precip 0.00573 0.00573 1 26.971 0.0282 0.86801
## landuse:precip 0.13294 0.06647 2 21.277 0.3268 0.72480
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.17090 0.08545 2 18.602 0.3335 0.7206
## precip 0.60384 0.60384 1 18.081 2.3568 0.1421
## landuse:precip 0.13578 0.06789 2 18.602 0.2650 0.7701## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 25.486 12.743 2 17.893 0.1477 0.8637
## precip 144.368 144.368 1 29.716 1.6734 0.2058
## landuse:precip 138.516 69.258 2 17.893 0.8028 0.4636## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 262.953 131.477 2 20.208 1.5236 0.2419
## precip 0.614 0.614 1 28.249 0.0071 0.9334
## landuse:precip 17.133 8.566 2 19.442 0.0993 0.9060## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 204.601 102.300 2 30 0.9953 0.3815
## precip 90.142 90.142 1 30 0.8770 0.3565
## landuse:precip 184.757 92.379 2 30 0.8988 0.4177## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.08897 0.04448 2 30 0.1824 0.8341
## precip 0.08931 0.08931 1 30 0.3663 0.5496
## landuse:precip 0.65263 0.32631 2 30 1.3383 0.2775## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.60278 0.30139 2 17.829 1.4588 0.2590
## precip 0.18603 0.18603 1 29.187 0.9004 0.3505
## landuse:precip 0.42991 0.21495 2 16.975 1.0404 0.3748## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.49414 0.24707 2 30 0.8954 0.4191
## precip 0.41720 0.41720 1 30 1.5120 0.2284
## landuse:precip 0.41178 0.20589 2 30 0.7462 0.4828## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.94 1.97 2 23.092 0.0803 0.923113
## precip 341.74 341.74 1 24.299 13.9426 0.001013 **
## landuse:precip 62.02 31.01 2 23.092 1.2652 0.301037
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 360.27 180.134 2 27.856 1.4587 0.2498
## precip 69.43 69.427 1 30.000 0.5622 0.4592
## landuse:precip 505.52 252.758 2 27.535 2.0468 0.1483## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 221.19 110.594 2 25.052 1.1477 0.3335
## precip 241.96 241.956 1 27.240 2.5109 0.1246
## landuse:precip 103.89 51.946 2 25.052 0.5391 0.5899## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.05170 0.02585 2 22.977 0.4960 0.615349
## precip 0.51807 0.51807 1 24.917 9.9398 0.004182 **
## landuse:precip 0.05467 0.02733 2 22.977 0.5244 0.598801
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.60901 0.30451 2 30 1.8762 0.1707
## precip 0.15543 0.15543 1 30 0.9576 0.3356
## landuse:precip 0.79190 0.39595 2 30 2.4396 0.1043## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.38261 0.19130 2 24.375 2.0485 0.15054
## precip 0.42734 0.42734 1 28.702 4.5760 0.04106 *
## landuse:precip 0.17359 0.08680 2 24.375 0.9294 0.40832
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 45.748 22.874 2 24.548 0.3194 0.7296
## precip 114.908 114.908 1 23.550 1.6044 0.2177
## landuse:precip 188.411 94.206 2 24.548 1.3153 0.2866## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1030.38 515.19 2 27.693 6.1854 0.006015 **
## precip 2384.34 2384.34 1 30.000 28.6266 8.661e-06 ***
## landuse:precip 742.17 371.09 2 27.353 4.4553 0.021140 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 181.59 90.80 2 30 0.5894 0.560970
## precip 1344.57 1344.57 1 30 8.7277 0.006045 **
## landuse:precip 21.70 10.85 2 30 0.0704 0.932147
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.00423 0.002115 2 30 0.0239 0.9764
## precip 0.23393 0.233933 1 30 2.6407 0.1146
## landuse:precip 0.36298 0.181490 2 30 2.0487 0.1466## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.59609 0.29805 2 30 3.8148 0.03341 *
## precip 2.86852 2.86852 1 30 36.7155 1.181e-06 ***
## landuse:precip 0.68207 0.34103 2 30 4.3651 0.02168 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.07433 0.03717 2 30 0.2268 0.798460
## precip 1.52502 1.52502 1 30 9.3050 0.004746 **
## landuse:precip 0.00635 0.00318 2 30 0.0194 0.980815
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 11.504 5.752 2 30 0.1633 0.85008
## precip 108.763 108.763 1 30 3.0879 0.08908 .
## landuse:precip 5.499 2.749 2 30 0.0781 0.92510
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 30.773 15.387 2 22.826 4.0730 0.03071 *
## precip 243.082 243.082 1 25.455 64.3453 1.962e-08 ***
## landuse:precip 16.505 8.252 2 22.467 2.1844 0.13586
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 6.022 3.011 2 21.422 0.9562 0.4002
## precip 168.705 168.705 1 26.991 53.5781 7.145e-08 ***
## landuse:precip 6.465 3.233 2 21.422 1.0266 0.3752
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.11786 0.05893 2 30 0.3942 0.677673
## precip 1.33738 1.33738 1 30 8.9457 0.005514 **
## landuse:precip 0.21808 0.10904 2 30 0.7294 0.490571
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.20095 0.10047 2 21.861 1.6924 0.2073
## precip 2.72769 2.72769 1 27.710 45.9462 2.445e-07 ***
## landuse:precip 0.16265 0.08133 2 21.215 1.3699 0.2757
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.15263 0.07632 2 20.772 1.9679 0.16495
## precip 2.21443 2.21443 1 28.214 57.1017 2.978e-08 ***
## landuse:precip 0.24548 0.12274 2 20.772 3.1649 0.06312 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 2093.8 1046.87 2 18.889 21.3706 1.411e-05 ***
## precip 53.8 53.80 1 27.343 1.0983 0.3038046
## landuse:precip 1167.9 583.95 2 18.982 11.9206 0.0004431 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 1251.63 625.82 2 29 7.6618 0.0021309 **
## precip 1529.48 1529.48 1 29 18.7253 0.0001635 ***
## landuse:precip 928.86 464.43 2 29 5.6860 0.0082531 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 207.53 103.76 2 16.542 1.0882 0.359743
## precip 1155.97 1155.97 1 18.062 12.1235 0.002651 **
## landuse:precip 744.85 372.43 2 16.542 3.9059 0.040800 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.112061 0.056031 2 23.669 3.2959 0.05461 .
## precip 0.106779 0.106779 1 29.171 6.2811 0.01803 *
## landuse:precip 0.060558 0.030279 2 23.669 1.7811 0.19030
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.037800 0.018900 2 30 0.7264 0.4920
## precip 0.145961 0.145961 1 30 5.6099 0.0245 *
## landuse:precip 0.017941 0.008971 2 30 0.3448 0.7111
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.030539 0.015269 2 21.597 1.3400 0.2828
## precip 0.018907 0.018907 1 29.346 1.6592 0.2078
## landuse:precip 0.022982 0.011491 2 21.597 1.0084 0.3813## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 406.69 203.34 2 19.197 1.4314 0.26336
## precip 762.23 762.23 1 29.735 5.3656 0.02762 *
## landuse:precip 55.90 27.95 2 19.197 0.1967 0.82304
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 132.975 66.488 2 11.647 1.6235 0.2388
## precip 62.711 62.711 1 29.377 1.5313 0.2257
## landuse:precip 125.403 62.701 2 10.936 1.5311 0.2593## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 77.959 38.980 2 21.012 4.9186 0.017694 *
## precip 85.348 85.348 1 28.016 10.7696 0.002765 **
## landuse:precip 34.545 17.272 2 21.012 2.1795 0.137998
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.042809 0.021404 2 30 3.6916 0.036871 *
## precip 0.061418 0.061418 1 30 10.5927 0.002812 **
## landuse:precip 0.063534 0.031767 2 30 5.4788 0.009371 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.018222 0.009111 2 30 1.1274 0.33723
## precip 0.057767 0.057767 1 30 7.1480 0.01202 *
## landuse:precip 0.043712 0.021856 2 30 2.7044 0.08320 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.000785 0.000393 2 20.588 0.0806 0.9228
## precip 0.301948 0.301948 1 29.328 61.9844 1.022e-08 ***
## landuse:precip 0.002165 0.001082 2 20.588 0.2222 0.8027
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 17796 8898 2 30 1.2009 0.314978
## precip 91272 91272 1 30 12.3181 0.001439 **
## landuse:precip 24929 12464 2 30 1.6822 0.203034
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 56133 28066.3 2 23.306 29.8255 3.755e-07 ***
## precip 8214 8213.8 1 25.869 8.7287 0.006593 **
## landuse:precip 62800 31400.0 2 22.955 33.3681 1.610e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 5542.4 2771.2 2 30 1.6636 0.2065
## precip 2440.8 2440.8 1 30 1.4652 0.2356
## landuse:precip 5388.6 2694.3 2 30 1.6174 0.2152## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 3.0474 1.5237 2 30 3.0661 0.0614307 .
## precip 9.8243 9.8243 1 30 19.7694 0.0001106 ***
## landuse:precip 4.8755 2.4378 2 30 4.9055 0.0143476 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 8.1629 4.0814 2 23.241 38.124 4.586e-08 ***
## precip 1.4681 1.4681 1 26.134 13.714 0.001003 **
## landuse:precip 9.8563 4.9281 2 22.853 46.033 9.659e-09 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.91915 0.45958 2 30 1.6598 0.2072
## precip 0.31732 0.31732 1 30 1.1460 0.2929
## landuse:precip 1.06803 0.53401 2 30 1.9286 0.1629## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0013688 0.0006844 2 22.484 1.4441 0.2570194
## precip 0.0088282 0.0088282 1 24.498 18.6279 0.0002276 ***
## landuse:precip 0.0012928 0.0006464 2 22.484 1.3640 0.2759970
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0127333 0.0063667 2 22.794 8.3915 0.001858 **
## precip 0.0024014 0.0024014 1 25.493 3.1651 0.087155 .
## landuse:precip 0.0102748 0.0051374 2 22.428 6.7713 0.005005 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0050644 0.0025322 2 21.628 5.7680 0.009826 **
## precip 0.0017127 0.0017127 1 26.465 3.9012 0.058768 .
## landuse:precip 0.0049819 0.0024910 2 21.628 5.6741 0.010449 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "cube root"## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.012305 0.0061525 2 22.564 3.6005 0.0439431 *
## precip 0.025310 0.0253097 1 24.241 14.8114 0.0007614 ***
## landuse:precip 0.010565 0.0052823 2 22.564 3.0912 0.0650866 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.074211 0.037105 2 22.764 9.0185 0.001305 **
## precip 0.002915 0.002915 1 25.543 0.7084 0.407795
## landuse:precip 0.060557 0.030278 2 22.389 7.3592 0.003497 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.060055 0.0300275 2 22.122 13.443 0.0001510 ***
## precip 0.005765 0.0057654 1 25.334 2.581 0.1205442
## landuse:precip 0.055229 0.0276145 2 22.122 12.363 0.0002487 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.00109275 0.00054638 2 19.856 2.3487 0.12146
## precip 0.00077022 0.00077022 1 29.123 3.3110 0.07911 .
## landuse:precip 0.00068753 0.00034376 2 19.856 1.4777 0.25219
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.00099545 0.00049772 2 30 3.1477 0.05742 .
## precip 0.00018063 0.00018063 1 30 1.1423 0.29368
## landuse:precip 0.00092275 0.00046137 2 30 2.9178 0.06952 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.00039914 0.00019957 2 21.092 9.2669 0.0012938 **
## precip 0.00032015 0.00032015 1 28.109 14.8659 0.0006150 ***
## landuse:precip 0.00051174 0.00025587 2 21.092 11.8810 0.0003502 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0103419 0.0051709 2 30 25.420 3.487e-07 ***
## precip 0.0023614 0.0023614 1 30 11.608 0.001888 **
## landuse:precip 0.0201007 0.0100504 2 30 49.407 3.216e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0139081 0.0069541 2 30 16.0640 1.809e-05 ***
## precip 0.0041428 0.0041428 1 30 9.5699 0.004254 **
## landuse:precip 0.0164869 0.0082435 2 30 19.0425 4.582e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0009456 0.0004728 2 30 1.4140 0.25891
## precip 0.0092967 0.0092967 1 30 27.8039 1.078e-05 ***
## landuse:precip 0.0025553 0.0012777 2 30 3.8211 0.03324 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0071838 0.0035919 2 21.449 66.191 6.663e-10 ***
## precip 0.0036174 0.0036174 1 27.817 66.661 7.245e-09 ***
## landuse:precip 0.0035574 0.0017787 2 21.449 32.778 3.006e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0070909 0.0035454 2 30 19.782 3.319e-06 ***
## precip 0.0029221 0.0029221 1 30 16.304 0.0003441 ***
## landuse:precip 0.0059682 0.0029841 2 30 16.650 1.367e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0034374 0.0017187 2 30 7.8467 0.0018156 **
## precip 0.0011200 0.0011200 1 30 5.1131 0.0311563 *
## landuse:precip 0.0039227 0.0019614 2 30 8.9544 0.0008924 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0015153 0.0007577 2 20.706 3.0419 0.0694665 .
## precip 0.0043677 0.0043677 1 28.077 17.5355 0.0002525 ***
## landuse:precip 0.0001330 0.0000665 2 20.706 0.2670 0.7682843
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0001755 0.0000877 2 30 0.7459 0.48289
## precip 0.0034454 0.0034454 1 30 29.2933 7.272e-06 ***
## landuse:precip 0.0008648 0.0004324 2 30 3.6764 0.03732 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.00011456 0.00005728 2 20.989 1.5858 0.2283537
## precip 0.00077495 0.00077495 1 28.282 21.4553 7.424e-05 ***
## landuse:precip 0.00098313 0.00049156 2 20.989 13.6095 0.0001622 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "0-5 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0012591 0.0006295 2 20.459 3.0149 0.0712 .
## precip 0.0072577 0.0072577 1 28.543 34.7584 2.253e-06 ***
## landuse:precip 0.0000244 0.0000122 2 20.459 0.0585 0.9433
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "5-10 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.0001836 0.0000918 2 30 0.6064 0.5519
## precip 0.0069517 0.0069517 1 30 45.9114 1.632e-07 ***
## landuse:precip 0.0001355 0.0000677 2 30 0.4473 0.6435
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## [1] "10-15 cm"## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## landuse 0.00087071 0.00043535 2 30 4.2843 0.023084 *
## precip 0.00077808 0.00077808 1 30 7.6571 0.009592 **
## landuse:precip 0.00130279 0.00065140 2 30 6.4104 0.004808 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1