Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/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
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ISSN | 0303-2434 |
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 |
推荐引用方式 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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DisPATCh as a tool t(2823KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 |
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