Table 7:
Comparison between the 6:00 am descending L2_SM_P_E and in situ soil moisture observations over sparse networks between April 2015 and October 2016.
IGBP Land Cover Class | ubRMSE (m3/m3) | Bias (m3/m3) | RMSE (m3/m3) | Correlation (R) | N | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SCA-H | SCA-V | DCA | SMOS | SCA-H | SCA-V | DCA | SMOS | SCA-H | SCA-V | DCA | SMOS | SCA-H | SCA-V | DCA | SMOS | ||
Evergreen Needleleaf Forest | 0.040 | 0.039 | 0.052 | 0.062 | −0.033 | 0.033 | 0.166 | −0.127 | 0.052 | 0.051 | 0.174 | 0.141 | 0.498 | 0.530 | 0.515 | 0.430 | 1 |
Mixed Forest | 0.059 | 0.060 | 0.068 | 0.055 | −0.037 | −0.003 | 0.045 | −0.054 | 0.070 | 0.060 | 0.081 | 0.077 | 0.609 | 0.591 | 0.541 | 0.752 | 1 |
Open Shrublands | 0.038 | 0.039 | 0.050 | 0.056 | −0.041 | −0.008 | 0.032 | −0.010 | 0.063 | 0.055 | 0.075 | 0.068 | 0.516 | 0.523 | 0.513 | 0.460 | 38 |
Woody Savannas | 0.054 | 0.049 | 0.061 | 0.081 | −0.017 | 0.021 | 0.078 | −0.063 | 0.088 | 0.080 | 0.112 | 0.134 | 0.709 | 0.717 | 0.596 | 0.541 | 16 |
Savannas | 0.032 | 0.032 | 0.040 | 0.044 | −0.043 | −0.026 | −0.016 | −0.031 | 0.063 | 0.055 | 0.056 | 0.059 | 0.877 | 0.875 | 0.869 | 0.866 | 3 |
Grasslands | 0.051 | 0.051 | 0.059 | 0.062 | −0.076 | −0.042 | 0.003 | −0.049 | 0.098 | 0.079 | 0.080 | 0.091 | 0.667 | 0.675 | 0.637 | 0.596 | 224 |
Croplands | 0.077 | 0.066 | 0.071 | 0.078 | −0.047 | −0.033 | −0.009 | −0.050 | 0.117 | 0.101 | 0.097 | 0.117 | 0.569 | 0.602 | 0.541 | 0.553 | 54 |
Cropland / Natural Vegetation Mosaic | 0.063 | 0.056 | 0.066 | 0.079 | −0.044 | −0.015 | 0.033 | −0.124 | 0.095 | 0.084 | 0.101 | 0.176 | 0.722 | 0.761 | 0.643 | 0.536 | 20 |
Barren or Sparsely Vegetated | 0.018 | 0.021 | 0.030 | 0.032 | −0.015 | 0.006 | 0.035 | 0.002 | 0.034 | 0.033 | 0.051 | 0.040 | 0.648 | 0.596 | 0.522 | 0.620 | 6 |
L2_SM_P_E averaged over IGBP classes | 0.054 | 0.051 | 0.060 | 0.065 | −0.062 | −0.032 | 0.010 | −0.049 | 0.095 | 0.079 | 0.084 | 0.098 | 0.642 | 0.654 | 0.608 | 0.572 | 363 |
L2_SM_Paveraged over IGBP classes | 0.053 | 0.050 | 0.057 | 0.066 | −0.061 | −0.031 | 0.010 | −0.049 | 0.093 | 0.077 | 0.081 | 0.099 | 0.643 | 0.663 | 0.633 | 0.576 | 393 |