Table 1 Variable selection of Bayesian spatial-temporal modeling
Model | Included variables | DIC |
|---|---|---|
Model 1 | S(FD)a | 1695.87 |
Model 2 | S(NL) | 1765.41 |
Model 3 | S(NDVI) | 1763.95 |
Model 4 | S(Tmin) | 1765.32 |
Model 5 | S(SSH) | 1965.28 |
Model 6 | S(FD) + S(NL) | 1543.46 |
Model 7 | S(FD) + S(NDVI) | 1547.52 |
Model 8 | S(FD) + S(Tmin) | 1678.23 |
Model 9 | S(FD) + S(SSH) | 1763.25 |
Model 10 | S(FD) + S(NL) + S(NDVI) | 1476.87 |
Model 11 | S(FD) + S(NL) + S(Tmin) | 1487.54 |
Model 12 | S(FD) + S(NL) + S(SSH) | 1524.62 |
Model 13 | S(FD) + S(NL) + S(NDVI) + S(SSH) | 1472.38 |
Model 14 | S(FD) + S(NL) + S(NDVI) + S(Tmin) | 1423.82 |
Model 15 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + S(SSH) | 1459.73 |
Model 16 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Tmax | 1425.61 |
Model 17 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre | 1417.26 |
Model 18 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + GST | 1427.26 |
Model 19 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre + S(SSH) | 1359.39 |
Model 20 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre + GST | 1343.68 |
Model 21 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre + Tmax | 1392.47 |
Model 22 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre + GST + Tmax | 1349.25 |
Model 23 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre + GST + S(SSH) | 1355.37 |
Model 24 | S(FD) + S(NL) + S(NDVI) + S(Tmin) + Pre + GST + Tmax + S(SSH) | 1358.57 |