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Spatio-temporal Analysis of Surface and Root Zone Soil Moisture Derived from SMAP and SMOS Microwave Satellite Data Using in-situ Measurements in Senegal
Omar Marigo, Gayane Faye, Manuela Grippa, Thierry Pellarin, Modou Mbaye, Dome Tine, Eric Mougin, Fama Mbengue, Aissata Thiam, Balla Diop Ngom
American Journal of Environmental Protection
.
2022
, 10(1), 8-21 doi:10.12691/env-10-1-2
Table 1. Site names, number of implemented SM sensors, and sites coordinates
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Table 2. The set of satellite sensors used and their characteristics
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Table 3. Annual rainfall totals from 2015 to 2019 in mm
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Table 4. Descriptive statistics between observations from SPL3SMP (36km), SPL3SMP _E (9km), SPL4SMGP (9km), SMOS, and in-situ measurements from Bawdi, Loumbi, and Niakhar sites for a depth of 5cm: R, RMSE (in m3/m3), MAE (in m3/m3) and Bias (in m3/m3)
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Table 5. Soil moisture scores of all sites between satellite measurements versus in situ measurements
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Table 6. Correlation coefficient, RMSD, MAE, and Bias between the root zone soil moisture of the SMAP_RZ resolution 9 km, SMOS_RZ sensors, and the in-situ soil moisture in Loumbi and Niakhar
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