Table 1.
Wave | Cst | Alt | Hpop | Ch | Du | CropMean | ArT | AUC, ± SD | kappa, ± SD | Pseudo-R2, ± SD |
---|---|---|---|---|---|---|---|---|---|---|
Thailand I | −1.05 | 0.00103* | 2.25 10−5 | 3.39 10−6 | 2.03 10−5 | 0.556 | 247 | 0.66 ± 0.023 | 0.26 ± 0.043 | 0.062 ± 0.019 |
2.31† | 5.46 | 2.98 | 7.14 | 4.13 | 22.4 | |||||
P = 0.129‡ | P = 0.0194 | P = 0.08411 | P = 0.00753 | P = 0.0422 | P < 0.001 | |||||
Thailand II | −1.143 | −0.00219 | 1.06 10−5 | 1.88 10−7 | 3.04 10−5 | 0.964 | 88.6 | 0.79 ± 0.0073 | 0.49 ± 0.018 | 0.19 ± 0.012 |
25.7 | 5.92 | 1.07 | 44.7 | 46.8 | 65.8 | |||||
P < 0.001 | P = 0.0150 | P = 0.301 | P < 0.001 | P < 0.001 | P < 0.001 | |||||
Thailand III | 0.0634 | −0.0128 | 5.99 10−5 | 1.69 10−6 | 5.51 10−5 | 0.777 | 1486 | 0.88 ± 0.034 | 0.67 ± 0.073 | 0.40 ± 0.079 |
19.3 | 2.99 | 1.49 | 5.04 | 2.03 | 5.58 | |||||
P < 0.001 | P = 0.084 | P = 0.222 | P = 0.024 | P = 0.154 | P = 0.0181 | |||||
Vietnam I | −1.74 | −0.00021 | 9.19 10−5 | 4.71 10−6 | 6.09 10−6 | 0.188 | 63.1 | 0.69 ± 0.0049 | 0.27 ± 0.009 | 0.078 ± 0.0042 |
3.83 | 90.0 | 3.56 | 2.49 | 5.73 | 808 | |||||
P = 0.0503 | P < 0.001 | P = 0.0591 | P = 0.115 | P = 0.0167 | P < 0.001 | |||||
Vietnam II | −2.67 | 0.000328 | 9.22 10−5 | −2.11 10−6 | 2.85 10−5 | 0.730 | 160 | 0.77 ± 0.0085 | 0.41 ± 0.018 | 0.17 ± 0.013 |
1.39 | 19.8 | 1.45 | 12.1 | 19.3 | 312 | |||||
P = 0.238 | P < 0.001 | P = 0.229 | P < 0.001 | P < 0.001 | P < 0.001 | |||||
Vietnam III | −1.58 | 0.000408 | −3.90 10−5 | 3.43 10−5 | 6.4 10−6 | 0.497 | 245 | 0.66 ± 0.018 | 0.25 ± 0.031 | 0.055 ± 0.014 |
1.31 | 3.55 | 14.1 | 1.20 | 4.36 | 198 | |||||
P = 0.253 | P = 0.0595 | P < 0.001 | P = 0.274 | P = 0.0367 | P < 0.001 |
All values result from 500 models including all positive and an equivalent number of bootstrap-selected negatives. Alt, Hpop, Ch, Du and CropMean are the average altitude, human population, chicken number, duck number, and mean number of rice crop harvested 500-m pixels, respectively, in each subdistrict (Thailand) or commune (Vietnam). ArT is the autoregressive term.
*Average coefficient.
†Average change in −2LL upon variable removal.
‡Significance of the change.