Vegetation data analysis summary Table 1: posterior mean (2.5%, 97.5%) percentiles
| . | Bayesian linear model . | BLMC . | |
|---|---|---|---|
| inference . | Inference . | MCSE . | |
| Intercept1 | 0.2515 (0.2512, 0.2517) | 0.1433 (0.1418, 0.1449) | 1.145e-4 |
| Intercept2 | 0.1395 (0.1394, 0.1396) | 0.1599 (0.159, 0.1608) | 6.17e-5 |
| Novegeorurbanarea1 | −0.1337 (−0.1346, −0.1328) | −1.385e-2 (−1.430e-2, −1.342e-2) | 1.69e-5 |
| Novegeorurbanarea2 | 6.035e-2 (5.992e-2, 6.075e-2) | 7.831e-3 (7.584e-3, 8.097e-3) | 8.24e-6 |
| Σ11 | 1.599e-2 (1.594e-2, 1.603e-2) | 3.514e-4 (3.477e-4, 3.553e-4) | 1.93e-7 |
| Σ12 | −6.491e-3 (−6.512e-3, −6.471e-3) | −1.084e-4 (−1.100e-4, −1.067e-4) | 8.19e-8 |
| Σ22 | 3.656e-3 (3.646e-3, 3.667e-3) | 1.074e-4 (1.063e-4, 1.084e-4) | 4.79e-8 |
| Ω11 | – | 1.675e-2 (1.674e-2, 1.676e-2) | 4.17e-7 |
| Ω12 | – | −6.873e-3 (−6.879e-3, −6.867e-3) | 1.77e-7 |
| Ω22 | – | 3.764e-3 (3.760e-3, 3.768e-3) | 9.06e-8 |
| ϕ1 | – | 3.995 (3.887, 4.075) | 7.535e-3 |
| ϕ2 | – | 12.376 (11.512, 13.320) | 7.60e-3 |
| RMSPEa | [0.074, 0.0359, 0.0581] | [0.0326, 0.0171, 0.0260] | |
| CRPSa | [−0.04135, −0.01988, −0.03061] | [−0.01561, −0.00879, −0.0122] | |
| CVGa | [0.956, 0.958, 0.957] | [0.954, 0.947, 0.950] | |
| INTa | [0.3468, 0.1711, 0.2589] | [0.1965, 0.0995, 0.1480] | |
| Time (min) | 11 | 2318 | |
| . | Bayesian linear model . | BLMC . | |
|---|---|---|---|
| inference . | Inference . | MCSE . | |
| Intercept1 | 0.2515 (0.2512, 0.2517) | 0.1433 (0.1418, 0.1449) | 1.145e-4 |
| Intercept2 | 0.1395 (0.1394, 0.1396) | 0.1599 (0.159, 0.1608) | 6.17e-5 |
| Novegeorurbanarea1 | −0.1337 (−0.1346, −0.1328) | −1.385e-2 (−1.430e-2, −1.342e-2) | 1.69e-5 |
| Novegeorurbanarea2 | 6.035e-2 (5.992e-2, 6.075e-2) | 7.831e-3 (7.584e-3, 8.097e-3) | 8.24e-6 |
| Σ11 | 1.599e-2 (1.594e-2, 1.603e-2) | 3.514e-4 (3.477e-4, 3.553e-4) | 1.93e-7 |
| Σ12 | −6.491e-3 (−6.512e-3, −6.471e-3) | −1.084e-4 (−1.100e-4, −1.067e-4) | 8.19e-8 |
| Σ22 | 3.656e-3 (3.646e-3, 3.667e-3) | 1.074e-4 (1.063e-4, 1.084e-4) | 4.79e-8 |
| Ω11 | – | 1.675e-2 (1.674e-2, 1.676e-2) | 4.17e-7 |
| Ω12 | – | −6.873e-3 (−6.879e-3, −6.867e-3) | 1.77e-7 |
| Ω22 | – | 3.764e-3 (3.760e-3, 3.768e-3) | 9.06e-8 |
| ϕ1 | – | 3.995 (3.887, 4.075) | 7.535e-3 |
| ϕ2 | – | 12.376 (11.512, 13.320) | 7.60e-3 |
| RMSPEa | [0.074, 0.0359, 0.0581] | [0.0326, 0.0171, 0.0260] | |
| CRPSa | [−0.04135, −0.01988, −0.03061] | [−0.01561, −0.00879, −0.0122] | |
| CVGa | [0.956, 0.958, 0.957] | [0.954, 0.947, 0.950] | |
| INTa | [0.3468, 0.1711, 0.2589] | [0.1965, 0.0995, 0.1480] | |
| Time (min) | 11 | 2318 | |
a[1st response transformed NDVI, 2nd response red reflectance, all responses].
Vegetation data analysis summary Table 1: posterior mean (2.5%, 97.5%) percentiles
| . | Bayesian linear model . | BLMC . | |
|---|---|---|---|
| inference . | Inference . | MCSE . | |
| Intercept1 | 0.2515 (0.2512, 0.2517) | 0.1433 (0.1418, 0.1449) | 1.145e-4 |
| Intercept2 | 0.1395 (0.1394, 0.1396) | 0.1599 (0.159, 0.1608) | 6.17e-5 |
| Novegeorurbanarea1 | −0.1337 (−0.1346, −0.1328) | −1.385e-2 (−1.430e-2, −1.342e-2) | 1.69e-5 |
| Novegeorurbanarea2 | 6.035e-2 (5.992e-2, 6.075e-2) | 7.831e-3 (7.584e-3, 8.097e-3) | 8.24e-6 |
| Σ11 | 1.599e-2 (1.594e-2, 1.603e-2) | 3.514e-4 (3.477e-4, 3.553e-4) | 1.93e-7 |
| Σ12 | −6.491e-3 (−6.512e-3, −6.471e-3) | −1.084e-4 (−1.100e-4, −1.067e-4) | 8.19e-8 |
| Σ22 | 3.656e-3 (3.646e-3, 3.667e-3) | 1.074e-4 (1.063e-4, 1.084e-4) | 4.79e-8 |
| Ω11 | – | 1.675e-2 (1.674e-2, 1.676e-2) | 4.17e-7 |
| Ω12 | – | −6.873e-3 (−6.879e-3, −6.867e-3) | 1.77e-7 |
| Ω22 | – | 3.764e-3 (3.760e-3, 3.768e-3) | 9.06e-8 |
| ϕ1 | – | 3.995 (3.887, 4.075) | 7.535e-3 |
| ϕ2 | – | 12.376 (11.512, 13.320) | 7.60e-3 |
| RMSPEa | [0.074, 0.0359, 0.0581] | [0.0326, 0.0171, 0.0260] | |
| CRPSa | [−0.04135, −0.01988, −0.03061] | [−0.01561, −0.00879, −0.0122] | |
| CVGa | [0.956, 0.958, 0.957] | [0.954, 0.947, 0.950] | |
| INTa | [0.3468, 0.1711, 0.2589] | [0.1965, 0.0995, 0.1480] | |
| Time (min) | 11 | 2318 | |
| . | Bayesian linear model . | BLMC . | |
|---|---|---|---|
| inference . | Inference . | MCSE . | |
| Intercept1 | 0.2515 (0.2512, 0.2517) | 0.1433 (0.1418, 0.1449) | 1.145e-4 |
| Intercept2 | 0.1395 (0.1394, 0.1396) | 0.1599 (0.159, 0.1608) | 6.17e-5 |
| Novegeorurbanarea1 | −0.1337 (−0.1346, −0.1328) | −1.385e-2 (−1.430e-2, −1.342e-2) | 1.69e-5 |
| Novegeorurbanarea2 | 6.035e-2 (5.992e-2, 6.075e-2) | 7.831e-3 (7.584e-3, 8.097e-3) | 8.24e-6 |
| Σ11 | 1.599e-2 (1.594e-2, 1.603e-2) | 3.514e-4 (3.477e-4, 3.553e-4) | 1.93e-7 |
| Σ12 | −6.491e-3 (−6.512e-3, −6.471e-3) | −1.084e-4 (−1.100e-4, −1.067e-4) | 8.19e-8 |
| Σ22 | 3.656e-3 (3.646e-3, 3.667e-3) | 1.074e-4 (1.063e-4, 1.084e-4) | 4.79e-8 |
| Ω11 | – | 1.675e-2 (1.674e-2, 1.676e-2) | 4.17e-7 |
| Ω12 | – | −6.873e-3 (−6.879e-3, −6.867e-3) | 1.77e-7 |
| Ω22 | – | 3.764e-3 (3.760e-3, 3.768e-3) | 9.06e-8 |
| ϕ1 | – | 3.995 (3.887, 4.075) | 7.535e-3 |
| ϕ2 | – | 12.376 (11.512, 13.320) | 7.60e-3 |
| RMSPEa | [0.074, 0.0359, 0.0581] | [0.0326, 0.0171, 0.0260] | |
| CRPSa | [−0.04135, −0.01988, −0.03061] | [−0.01561, −0.00879, −0.0122] | |
| CVGa | [0.956, 0.958, 0.957] | [0.954, 0.947, 0.950] | |
| INTa | [0.3468, 0.1711, 0.2589] | [0.1965, 0.0995, 0.1480] | |
| Time (min) | 11 | 2318 | |
a[1st response transformed NDVI, 2nd response red reflectance, all responses].
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