Arid
DOI10.1016/j.jag.2015.10.002
DisPATCh as a tool to evaluate coarse-scale remotely sensed soil moisture using localized in situ measurements: Application to SMOS and AMSR-E data in Southeastern Australia
Malbeteau, Yoann1; Merlin, Olivier1,2; Molero, Beatriz1; Ruediger, Christoph3; Bacon, Stephan1
通讯作者Malbeteau, Yoann
来源期刊INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
ISSN0303-2434
出版年2016
卷号45页码:221-234
英文摘要

Validating coarse-scale satellite soil moisture data still represents a big challenge, notably due to the large mismatch existing between the spatial resolution (> 10 km) of microwave radiometers and the representativeness scale (several m) of localized in situ measurements. This study aims to examine the potential of DisPATCh (Disaggregation based on Physical and Theoretical scale Change) for validating SMOS (Soil Moisture and Ocean Salinity) and AMSR-E (Advanced Microwave Scanning Radiometer-Earth observation system) level-3 soil moisture products. The similar to 40-50 km resolution SMOS and AMSR-E data are disaggregated at 1 km resolution over the Murrumbidgee catchment in Southeastern Australia during a one year period in 2010-2011, and the satellite products are compared with the in situ measurements of 38 stations distributed within the study area. It is found that disaggregation improves the mean difference, correlation coefficient and slope of the linear regression between satellite and in situ data in 77%, 92% and 94% of cases, respectively. Nevertheless, the downscaling efficiency is lower in winter than during the hotter months when DisPATCh performance is optimal. Consistently, better results are obtained in the semi-arid than in a temperate zone of the catchment. In the semi-arid Yanco region, disaggregation in summer increases the correlation coefficient from 0.63 to 0.78 and from 0.42 to 0.71 for SMOS and AMSR-E in morning overpasses and from 0.37 to 0.63 and from 0.47 to 0.73 for SMOS and AMSR-E in afternoon overpasses, respectively. DisPATCh has strong potential in low vegetated semi-arid areas where it can be used as a tool to evaluate coarse-scale remotely sensed soil moisture by explicitly representing the sub-pixel variability. (C) 2015 Elsevier B.V. All rights reserved.


英文关键词Disaggregation Soil moisture Validation SMOS AMSR-E DisPATCh
类型Article
语种英语
国家France ; Morocco ; Australia
收录类别SCI-E
WOS记录号WOS:000367771700012
WOS关键词HIGH-RESOLUTION ; VALIDATION ; RETRIEVAL ; STABILITY ; SPACE ; DISAGGREGATION
WOS类目Remote Sensing
WOS研究方向Remote Sensing
来源机构French National Research Institute for Sustainable Development
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/193667
作者单位1.Ctr Etud Spatiales Biosphere, CESBIO, F-31401 Toulouse 9, France;
2.FSSM, Marrakech 40000, Morocco;
3.Monash Univ, Dept Civil Engn, Clayton, Vic 3800, Australia
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GB/T 7714
Malbeteau, Yoann,Merlin, Olivier,Molero, Beatriz,et al. DisPATCh as a tool to evaluate coarse-scale remotely sensed soil moisture using localized in situ measurements: Application to SMOS and AMSR-E data in Southeastern Australia[J]. French National Research Institute for Sustainable Development,2016,45:221-234.
APA Malbeteau, Yoann,Merlin, Olivier,Molero, Beatriz,Ruediger, Christoph,&Bacon, Stephan.(2016).DisPATCh as a tool to evaluate coarse-scale remotely sensed soil moisture using localized in situ measurements: Application to SMOS and AMSR-E data in Southeastern Australia.INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION,45,221-234.
MLA Malbeteau, Yoann,et al."DisPATCh as a tool to evaluate coarse-scale remotely sensed soil moisture using localized in situ measurements: Application to SMOS and AMSR-E data in Southeastern Australia".INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 45(2016):221-234.
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