Paper Info
Title
Description of the UCAR/CU Soil Moisture Product.
Abstract
Currently, the ability to use remotely sensed soil moisture to investigate linkages between the water and energy cycles and for use in data assimilation studies is limited to passive microwave data whose temporal revisit time is 2-3 days or active microwave products with a much longer (>10 days) revisit time. This paper describes a dataset that provides soil moisture retrievals, which are gridded to 36 km, for the upper 5 cm of the soil surface at sparsely sampled 6-hour intervals for +/- 38 degrees latitude for 2017-present. Retrievals are derived from the Cyclone Global Navigation Satellite System (CYGNSS) constellation, which uses GNSS-Reflectometry to obtain L-band reflectivity observations over the Earth's surface. The product was developed by calibrating CYGNSS reflectivity observations to soil moisture retrievals from NASA's Soil Moisture Active Passive (SMAP) mission. Retrievals were validated against observations from 171 in-situ soil moisture probes, with a median unbiased root-mean-square error (ubRMSE) of 0.049 cm(3) cm(-3) (standard deviation = 0.026 cm(3) cm(-3)) and median correlation coefficient of 0.4 (standard deviation = 0.27). For the same stations, the median ubRMSE between SMAP and in-situ observations was 0.045 cm(3) cm(-3) (standard deviation = 0.025 cm(3) cm(-3)) and median correlation coefficient was 0.69 (standard deviation = 0.27). The UCAR/CU Soil Moisture Product is thus complementary to SMAP, albeit with a larger random noise component, providing soil moisture retrievals for applications that require faster revisit times than passive microwave remote sensing currently provides.
Year
DOI
Venue
2020
10.3390/rs12101558
REMOTE SENSING
Keywords
DocType
Volume
soil moisture,GNSS-R,CYGNSS
Journal
12
Issue
Citations 
PageRank 
10
0
0.34
References 
Authors
0
2
Name
Order
Citations
PageRank
Clara C. Chew1103.58
Eric E. Small212918.61