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| DOI | 10.1016/j.rse.2020.111806 |
| Validation practices for satellite soil moisture retrievals: What are (the) errors? | |
| Gruber A.; De Lannoy G.; Albergel C.; Al-Yaari A.; Brocca L.; Calvet J.-C.; Colliander A.; Cosh M.; Crow W.; Dorigo W.; Draper C.; Hirschi M.; Kerr Y.; Konings A.; Lahoz W.; McColl K.; Montzka C.; Muñoz-Sabater J.; Peng J.; Reichle R.; Richaume P.; Rüdiger C.; Scanlon T.; van der Schalie R.; Wigneron J.-P.; Wagner W. | |
| 发表日期 | 2020 |
| ISSN | 00344257 |
| 卷号 | 244 |
| 英文摘要 | This paper presents a community effort to develop good practice guidelines for the validation of global coarse-scale satellite soil moisture products. We provide theoretical background, a review of state-of-the-art methodologies for estimating errors in soil moisture data sets, practical recommendations on data pre-processing and presentation of statistical results, and a recommended validation protocol that is supplemented with an example validation exercise focused on microwave-based surface soil moisture products. We conclude by identifying research gaps that should be addressed in the near future. © 2020 The Author(s) |
| 英文关键词 | Error characterization; Error estimation; Good practice; Remote sensing; Soil moisture; Standardisation; Validation |
| 语种 | 英语 |
| scopus关键词 | Data handling; Data preprocessing; Good practices; Practical recommendation; Research gaps; Satellite soil moisture; State of the art; Surface soil moisture; Validation protocols; Soil moisture; data processing; data set; error analysis; model validation; satellite data; soil moisture; theoretical study |
| 来源期刊 | Remote Sensing of Environment
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| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/179318 |
| 作者单位 | Department of Earth and Environmental Sciences, KU Leuven, Heverlee, Belgium; Météo-France, Toulouse, France; Sorbonne Université, UMR 7619 METIS, Paris, France; Research Institute for Geo-Hydrological Protection, National Research Council, Perugia, Italy; NASA Jet Propulsion Laboratory, Pasadena, CA, United States; USDA ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, United States; Department of Geodesy and Geoinformation, TU Wien, Vienna, Austria; Physical Sciences Division, NOAA/Earth System Research Laboratory, Boulder, CO, United States; Institute for Atmospheric and Climate Science, ETH Zürich, Zürich, Switzerland; CESBIO (UMR 5126 - CNES, CNRS, UT3, IRD), Toulouse, France; Department of Earth System Science, Stanford University, Stanford, CA, United States; Norwegian Institute for Air Research, Kjeller, 2027, Norway; Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA, United States; Institute of Bio- and Geosciences: Agrosphere (IBG-3), Research Center Jueli... |
| 推荐引用方式 GB/T 7714 | Gruber A.,De Lannoy G.,Albergel C.,et al. Validation practices for satellite soil moisture retrievals: What are (the) errors?[J],2020,244. |
| APA | Gruber A..,De Lannoy G..,Albergel C..,Al-Yaari A..,Brocca L..,...&Wagner W..(2020).Validation practices for satellite soil moisture retrievals: What are (the) errors?.Remote Sensing of Environment,244. |
| MLA | Gruber A.,et al."Validation practices for satellite soil moisture retrievals: What are (the) errors?".Remote Sensing of Environment 244(2020). |
| 条目包含的文件 | 条目无相关文件。 | |||||
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