Large area soil moisture estimation and mapping using space-borne multi-frequency passive microwave data |
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| Authors: | S R Oza R P Singh V K Dadhwal P S Desai |
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| Institution: | (1) Hadley Centre for Climate Prediction and Research, Met Office, Fitzroy Road, Exeter, EX13PB, UK |
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| Abstract: | The paper reports the estimation of surface soil moisture (SM) using surface wetness Index (SWI) retrieved from multi-frequency
passive microwave radiometer. A change detection algorithm was followed which transforms SWI variations in to SM variations
using per pixel soil property of field capacity and air-dry status. Estimated soil moisture was compared with the point measurements
made at the Monmouth and De Kalb sites of Illinois (USA) for the validation. Sensitivity of the SWI to the variations of rainfall
at various vegetation fractions is analyzed. RMS error of volumetric soil moisture is found to be in the range of 6.35 to
8.85 %. The method works well up to the vegetation fraction of 40 %. Applications of the technique are demonstrated by the
spatio-temporal analysis of estimated soil moisture maps for India. Characteristic increase in soil moisture was observed
with the progress of monsoon from 25 to 32 week in northern India and 46 to 52 week in the costal parts of Tamil Nadu in south. |
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