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. 2013 Sep 24;19(12):3822–3834. doi: 10.1111/gcb.12302

Table 2.

Summary of stepwise multiple regression of difference between Yp or Yw simulated using control and global weather databases regressed on the difference between each of control and global weather database values for average daily Tmax, average daily Tmin, cumulative solar radiation and cumulative water deficit during pre- and post-anthesis (pre-A and Post-A) in wheat and rice and pre- and post-silking in maize (Pre-S and Post-S). Results include significance of variables, regression coefficients of the variables, percent of total variation explained by each independent variable (explanatory power, % of total Type I sum of squares), and the adjusted R2 (Adj. R2) and F-test statistic for the stepwise regression

Database Independent variables Coefficient Explanatory power (%) Adjusted R2 F-test
Maize
 NOAA Post-S solar radiation* 0.005 11
Post-S water deficit*** 0.008 16 0.25 11.1***
 NCEP Post-S solar radiation*** 0.011 29
Post-S water deficit*** 0.024 49 0.77 105.5***
 CRU Post-S average daily Tmax*** −1.412 33
Pre-S water deficit** −0.005 17
Post-S water deficit** 0.015 13 0.61 33.5***
 NASA Post-S solar radiation*** 0.011 64
Post-S water deficit*** 0.030 22 0.85 136.2***
Rice
 NOAA Post-A solar radiation*** 0.005 12 0.11 14.1***
 NCEP Pre-A average daily Tmax*** −0.879 45
Post-A solar radiation*** −0.002 14 0.58 76.6***
 CRU Post-A average daily Tmax* −0.379 5 0.04 5.5*
 NASA Post-A average daily Tmax** −0.135 24
Pre-A solar radiation*** 0.005 10 0.33 27.6***
Wheat
 NOAA Pre-A solar radiation*** 0.006 36 0.34 19.1***
 NCEP Pre-A average daily Tmin*** 3.921 38 0.36 21.0***
 CRU Pre-A average daily Tmin*** −0.876 30
Post-A solar radiation* 0.005 8 0.34 10.2***
 NASA Pre-A solar radiation*** 0.004 44 0.43 32.9***

Variables were significant at

*

P < 0.05

**

< 0.01, and

***

P < 0.001.

Coefficients reported are b values from the multiple regression equation: b1x1 + b2x2 + b3x3 + … + e.