globalchange  > 全球变化的国际研究计划
DOI: 10.3390/w11071362
WOS记录号: WOS:000480632300047
论文题名:
Using Cosmic-Ray Neutron Probes in Validating Satellite Soil Moisture Products and Land Surface Models
作者: Duygu, Mustafa Berk; Akyurek, Zuhal
通讯作者: Akyurek, Zuhal
刊名: WATER
ISSN: 2073-4441
出版年: 2019
卷: 11, 期:7
语种: 英语
英文关键词: Cosmic Ray Neutron Probe ; land surface model ; SMAP ; SMOS ; AMSR2 ; ASCAT ; CCI ; GLDAS
WOS关键词: WATER CONTENT ; CALIBRATION ; SMOS ; SMAP
WOS学科分类: Water Resources
WOS研究方向: Water Resources
英文摘要:

Soil moisture content is one of the most important parameters of hydrological studies. Cosmic-ray neutron sensing is a promising proximal soil moisture sensing technique at intermediate scale and high temporal resolution. In this study, we validate satellite soil moisture products for the period of March 2015 and December 2018 by using several existing Cosmic Ray Neutron Probe (CRNP) stations of the COSMOS database and a CRNP station that was installed in the south part of Turkey in October 2016. Soil moisture values, which were inferred from the CRNP station in Turkey, are also validated using a time domain reflectometer (TDR) installed at the same location and soil water content values obtained from a land surface model (Noah LSM) at various depths (0.1 m, 0.3 m, 0.6 m and 1.0 m). The CRNP has a very good correlation with TDR where both measurements show consistent changes in soil moisture due to storm events. Satellite soil moisture products obtained from the Soil Moisture and Ocean Salinity (SMOS), the METOP-A/B Advanced Scatterometer (ASCAT), Soil Moisture Active Passive (SMAP), Advanced Microwave Scanning Radiometer 2 (AMSR2), Climate Change Initiative (CCI) and a global land surface model Global Land Data Assimilation System (GLDAS) are compared with the soil moisture values obtained from CRNP stations. Coefficient of determination (r2) and unbiased root mean square error (ubRMSE) are used as the statistical measures. Triple Collocation (TC) was also performed by considering soil moisture values obtained from different soil moisture products and the CRNPs. The validation results are mainly influenced by the location of the sensor and the soil moisture retrieval algorithm of satellite products. The SMAP surface product produces the highest correlations and lowest errors especially in semi-arid areas whereas the ASCAT product provides better results in vegetated areas. Both global and local land surface models' outputs are highly compatible with the CRNP soil moisture values.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/142965
Appears in Collections:全球变化的国际研究计划

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作者单位: Middle East Tech Univ, Civil Engn Dept, Water Resources Lab, TR-06800 Ankara, Turkey

Recommended Citation:
Duygu, Mustafa Berk,Akyurek, Zuhal. Using Cosmic-Ray Neutron Probes in Validating Satellite Soil Moisture Products and Land Surface Models[J]. WATER,2019-01-01,11(7)
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