Spatial and temporal patterns of surface soil moisture over India estimated using surface wetness index from SSM/I microwave radiometer |
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Authors: | R P Singh S R Oza K N Chaudhari V K Dadhwal |
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Affiliation: | 1. Space Applications Centre (ISRO) , Ahmedabad 380015, India;2. Indian Institute of Remote Sensing , Dehradun 248001, India |
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Abstract: | Results from an approach to infer surface soil moisture from time series analysis of surface wetness index derived using the Special Sensor Microwave/Imager (SSM/I) are presented. Soil moisture quantification was based on the study of temporal changes in surface wetness index and its scaling to maximum and air‐dry limits of soil in each grid cell (0.33°). The estimated soil moisture of Illinois, USA was compared with field measured soil moisture (0–10?cm) obtained from the Global Soil Moisture Data Bank. A root mean square error of 7.18% was found between estimated and measured volumetric soil moisture. A consistency in soil moisture and rainfall pattern was found in the un‐irrigated areas of northern India (Jodhpur, Varanasi) and southern India (Madurai), influenced by southwest and northeast monsoons, respectively. Soil moisture of more than 0.30 m3m?3 was observed in the absence of rainfall due to the irrigation of rice crop in (Punjab) during the pre‐southwest monsoon period (May). |
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