International Scholarly Research Notices / 2013 / Article / Tab 13 / Review Article
Remote Sensing of Soil Moisture Table 13 Comparison statistics between the 1 km downscaled, NLDAS, and AMSR-E soil moisture compared to the Oklahoma Mesonet for 6 relatively clear days. RMSE, bias, and standard deviations are in (m
3 /m
3 ) [
61 ].
Day Dataset
RMSE Standard deviation Bias May 9, 2004 1 km downscaled
0.223
0.119
0.043
−0.112 AMSR-E 0.050 0.129 0.053 −0.114 NLDAS 0.171 0.105 0.074 −0.077 May 22, 2004 1 km downscaled
0.360
0.128
0.044
−0.123 AMSR-E 0.161 0.114 0.059 −0.100 NLDAS 0.264 0.108 0.077 −0.084 July 17, 2005 1 km downscaled
0.020
0.168
0.055
−0.155 AMSR-E
*
0.160 0.063 −0.136 NLDAS 0.005 0.099 0.059 −0.068 July 21, 2005 1 km downscaled
0.031
0.130
0.047
−0.115 AMSR-E 0.001 0.143 0.053 −0.126 NLDAS 0.002 0.106 0.056 −0.081 August 9, 2005 1 km downscaled
0.010
0.167
0.050
−0.155 AMSR-E 0.005 0.146 0.050 −0.130 NLDAS 0.006 0.103 0.055 −0.074 August 18, 2005 1 km downscaled
0.225
0.166
0.058
−0.158 AMSR-E 0.387 0.160 0.053 −0.154 NLDAS 0.114 0.106 0.064 −0.075
<0.001.