Reconstruction of a Global 9 km, 8-Day SMAP Surface Soil Moisture Dataset during 2015–2020 by Spatiotemporal Fusion

نویسندگان

چکیده

Soil moisture, a crucial property for Earth surface research, has been focused widely in various studies. The Moisture Active Passive (SMAP) global products at 36 km and 9 (called P36 AP9 this research) have published from April 2015. However, the product was retrieved active radar L-band passive radiometer failed July In virtual image pair-based spatiotemporal fusion model coupled with spatial weighting scheme (VIPSTF-SW) to simulate data after failure of radar. method makes full use all historical available between As result, 8-day composited SMAP scale were produced 2015 2020, by downscaling corresponding data. situ reference used validate predicted Generally, can provide more details than are accurate existing EP9 product. VIPSTF-SW-predicted an substitute will be made freely support research applications hydrology, climatology, ecology, many other fields scale.

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ژورنال

عنوان ژورنال: Journal of remote sensing

سال: 2022

ISSN: ['1007-4619', '2095-9494']

DOI: https://doi.org/10.34133/2022/9871246