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The ASCAT Soil Moisture Product: A Review of its Specifications, Validation Results, and Emerging Applications

Wolfgang Wagner, Sebastian Hahn, Richard Kidd, Thomas Melzer, Zoltan Bartalis, Stefan Hasenauer, Julia Figa-Saldaña, Patricia de Rosnay, Alexander Jann, Stefan Schneider, Jürgen Komma, Gerhard Kubu (+10 others)
<span title="2013-02-01">2013</span> <i title="Schweizerbart"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/igequxpe2zcdbklg5zgdppx5nm" style="color: black;">Meteorologische Zeitschrift</a> </i> &nbsp;
Further, a review of applications studies shows that the use of the ASCAT soil moisture product is particularly advanced in the fields of numerical weather prediction and hydrologic modelling.  ...  A review of the most recent validation studies shows that the quality of ASCAT soil moisture product is -with the exception of arid environments -comparable to, and over some regions (e.g.  ...  Acknowledgments We gratefully acknowledge the support of the Austrian Space Applications Programme (ASAP) through the pro-  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1127/0941-2948/2013/0399">doi:10.1127/0941-2948/2013/0399</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7okcemnl6bampneiha2rk4w3am">fatcat:7okcemnl6bampneiha2rk4w3am</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130705064221/http://publik.tuwien.ac.at/files/PubDat_217985.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/42/9b/429b5ddfad9bccb6c0bf77ecfc03b645813f79c1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1127/0941-2948/2013/0399"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Review of the Applications of ASCAT Soil Moisture Products

Luca Brocca, Wade Crow, Luca Ciabatta, Christian Massari, Patricia De Rosnay, Markus Enenkel, Sebastian Hahn, Giriraj Amarnath, Stefania Camici, Angelica Tarpanelli, Wolfgang Wagner
<span title="2021-08-05">2021</span>
This study first performs a review of the climatic, meteorological, and hydrological studies that use satellite soil moisture products for a better understanding of the water and energy cycle.  ...  Remote sensing of soil moisture has reached a level of good maturity and accuracy for which the retrieved products are ready to use in real-world applications.  ...  OVERVIEW OF (POTENTIAL) APPLICATIONS OF COARSE RESOLUTION SATELLITE SOIL MOISTURE PRODUCTS In recent years, a couple of papers already reviewed the main applications of satellite soil moisture products  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.34726/1263">doi:10.34726/1263</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ghjdehvksbdvpiccwywlw45bxq">fatcat:ghjdehvksbdvpiccwywlw45bxq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210807164945/https://repositum.tuwien.at/bitstream/20.500.12708/18207/3/Brocca-2017-IEEE%20Journal%20of%20Selected%20Topics%20in%20Applied%20Earth%20Observations%20...-am.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b4/fd/b4fd9b5d6510890ea05458a08b1896636a74a94c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.34726/1263"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

SM2RAIN-ASCAT (2007–2018): global daily satellite rainfall from ASCAT soil moisture

Luca Brocca, Paolo Filippucci, Sebastian Hahn, Luca Ciabatta, Christian Massari, Stefania Camici, Lothar Schüller, Bojan Bojkov, Wolfgang Wagner
<span title="2019-04-23">2019</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5ji2zss6bvcxvfluwkjepr3w2i" style="color: black;">Earth System Dynamics Discussions</a> </i> &nbsp;
By applying SM2RAIN algorithm to ASCAT soil moisture observations a long-term rainfall data record can be obtained, also operationally available in near real time.  ...  The quality of SM2RAIN-ASCAT dataset is assessed on a regional scale through the comparison with high-quality ground networks in Europe, United States, India and Australia.  ...  In space, we have used the committed area mask developed for ASCAT soil 404 moisture product (PVR 2017) in which the quality of ASCAT soil moisture is found to be good, 405 a frozen probability mask and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/essd-2019-48">doi:10.5194/essd-2019-48</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jkzn4scukze5nd4j6rhul5h5ny">fatcat:jkzn4scukze5nd4j6rhul5h5ny</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200212104540/https://www.earth-syst-sci-data-discuss.net/essd-2019-48/essd-2019-48.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ff/62/ff62d11acc4d5b7a7dc5148f485d5ebd8390c797.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/essd-2019-48"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Editorial for the Special Issue "Soil Moisture Retrieval using Radar Remote Sensing Sensors"

Mehrez Zribi, Clément Albergel, Nicolas Baghdadi
<span title="2020-03-30">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Soil moisture is a key parameter when it comes to understanding the processes related to the water cycle on continental surfaces (infiltration, evapotranspiration, runoff, etc [...]  ...  Acknowledgments: The guest editors wish to thank the cited authors and reviewers who made this special issue possible. Conflicts of Interest: The guest editors declare no conflict of interest.  ...  [1] reviewed the use of microwave remote sensing techniques for soil moisture estimations, providing details of the three main technologies associated with this type of application: passive microwave  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs12071100">doi:10.3390/rs12071100</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k6lo4sbqgjgovlbhoonjk2ouru">fatcat:k6lo4sbqgjgovlbhoonjk2ouru</a> </span>
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Evaluation of Satellite-Derived Soil Moisture in Qinghai Province Based on Triple Collocation

Hongchun Zhu, Zhilin Zhang, Aifeng Lv
<span title="2020-05-02">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
Evaluating the reliability of satellite-based and reanalysis soil moisture products is very important in soil moisture research.  ...  The triple collocation (TC) method can be used to evaluate the accuracy of a product without obtaining the ground measurement data.  ...  Conflicts of Interest: The authors declare no conflicts of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w12051292">doi:10.3390/w12051292</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2gf754a33vbitgrdgrq7necxf4">fatcat:2gf754a33vbitgrdgrq7necxf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200506035914/https://res.mdpi.com/d_attachment/water/water-12-01292/article_deploy/water-12-01292.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4e/9a/4e9a64a1d5c61cb15523bc5e75124332ff70f1bd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w12051292"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

SM2RAIN–ASCAT (2007–2018): global daily satellite rainfall data from ASCAT soil moisture observations

Luca Brocca, Paolo Filippucci, Sebastian Hahn, Luca Ciabatta, Christian Massari, Stefania Camici, Lothar Schüller, Bojan Bojkov, Wolfgang Wagner
<span title="2019-10-22">2019</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6jl75d2hqzctnd54k5gccy4xny" style="color: black;">Earth System Science Data</a> </i> &nbsp;
The limitations of the SM2RAIN–ASCAT data record consist of the underestimation of peak rainfall events and the presence of spurious rainfall events due to high-frequency soil moisture fluctuations that  ...  The recent "bottom-up" approach that exploits satellite soil moisture observations for estimating rainfall through the SM2RAIN (Soil Moisture to Rain) algorithm is suited to build a consistent rainfall  ...  Soil moisture data pre-processing The ASCAT surface soil moisture product is provided as relative soil moisture (between 0 and 1) at the overpass time of the satellite sensor (see Fig.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/essd-11-1583-2019">doi:10.5194/essd-11-1583-2019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6ds233e5ijf6hc5tnlqp7f32w4">fatcat:6ds233e5ijf6hc5tnlqp7f32w4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200215062328/https://www.earth-syst-sci-data.net/11/1583/2019/essd-11-1583-2019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/51/66/516645038d2e3ecd5661f6820d530b9af0b411ac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/essd-11-1583-2019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Deriving Field Scale Soil Moisture from Satellite Observations and Ground Measurements in a Hilly Agricultural Region

Luca Zappa, Matthias Forkel, Angelika Xaver, Wouter Dorigo
<span title="2019-11-06">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Agricultural and hydrological applications could greatly benefit from soil moisture (SM) information at sub-field resolution and (sub-) daily revisit time.  ...  Furthermore, including a proxy of vegetation cover results in considerable improvements of the performance.  ...  Furthermore, the authors are grateful for the valuable feedback from the four anonymous reviewers. Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs11222596">doi:10.3390/rs11222596</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7siryx6l5vdmneo6iqltmoylmi">fatcat:7siryx6l5vdmneo6iqltmoylmi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200216035446/https://res.mdpi.com/d_attachment/remotesensing/remotesensing-11-02596/article_deploy/remotesensing-11-02596.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/01/15/0115dbf8b9817a98949758dc378d542ee984ed14.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs11222596"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe

L. Brocca, S. Hasenauer, T. Lacava, F. Melone, T. Moramarco, W. Wagner, W. Dorigo, P. Matgen, J. Martínez-Fernández, P. Llorens, J. Latron, C. Martin (+1 others)
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lm57ugzxwjehna44tee4sjxr4u" style="color: black;">Remote Sensing of Environment</a> </i> &nbsp;
In this study, a comprehensive assessment of the reliability of soil moisture estimations from the ASCAT and AMSR-E sensors is carried out by using observed and modelled soil moisture data over 17 sites  ...  Global soil moisture products retrieved from various remote sensing sensors are becoming readily available with a nearly daily temporal resolution.  ...  Acknowledgments We would like to acknowledge the Umbria Region (Italy), the ARPA Emilia-Romagna (Italy), the Functional Centre of Campania and Calabria Region (Italy), the University of Salamanca (Spain  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2011.08.003">doi:10.1016/j.rse.2011.08.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vtgo3blqszh7vgzxjgmqhclpve">fatcat:vtgo3blqszh7vgzxjgmqhclpve</a> </span>
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APPLICATION OF TEMPERATURE AND VEGETATION INDEX FOR SOIL MOISTURE DOWNSCALING FOR AGRICULTURE

B. Bett, G. Espin oza, S. Wekesa, IHE-Delft Institute of Water Education, the Netherlands, IHE-Delft Institute of Water Education, the Netherlands, IHE-Delft Institute of Water Education, the Netherlands
<span title="">2020</span> <i title="Kenya Society of Environmental, Biological and Agricultural Engineers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7iajdsuwv5hv7adzovkpyw34pe" style="color: black;">Journal of Engineering in Agriculture and the Environment</a> </i> &nbsp;
The case study area is the state of Nebraska and the low-resolution soil moisture used is advanced Scatterometer (ASCAT).  ...  availability of satellite derived soil moisture at coarse resolutions limiting their application at local scale.  ...  The indices refer to exponential filter applied to transform top layers to deeper soil moisture (Albergel et al., 2008) The study considers ASCAT-010 which is one of the products at top soil moisture  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.37017/jeae-volume5-no2.2019-1">doi:10.37017/jeae-volume5-no2.2019-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6fzjm6mvdzgrzarxhevcbaan6u">fatcat:6fzjm6mvdzgrzarxhevcbaan6u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105091604/https://kesebae.or.ke/journal/static/pdf/volume5/2.2019/jeae-volume5-no2.2019-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/8f/f38f7b6537afb7eb539b43ed6ee7b41e24c95fb3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.37017/jeae-volume5-no2.2019-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Operational Soil Moisture from ASCAT in Support of Water Resources Management

Khidir Deng, Salim Lamine, Andrew Pavlides, George Petropoulos, Prashant Srivastava, Yansong Bao, Dionissios Hristopulos, Vasileios Anagnostopoulos
<span title="2019-03-09">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
A key contribution of this study is a comprehensive evaluation of ASCAT product soil moisture estimates at different sites around the globe.  ...  Results showed a generally reasonable agreement between the ASCAT product and the in situ soil moisture measurements in the 0–5 cm soil moisture layer.  ...  Acknowledgments: All authors wish to thank EUMETSAT for the provision of the ASCAT satellite data and also the FLUXNET network for the in situ data used in the present study.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs11050579">doi:10.3390/rs11050579</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2ny4zzj3xfdbll4qa66hpnc2py">fatcat:2ny4zzj3xfdbll4qa66hpnc2py</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190501142112/https://res.mdpi.com/remotesensing/remotesensing-11-00579/article_deploy/remotesensing-11-00579.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/98/74/98743693e781eea4e4b1f548edf57bb343c3c84f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs11050579"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Combining satellite observations to develop a global soil moisture product for near-real-time applications

Markus Enenkel, Christoph Reimer, Wouter Dorigo, Wolfgang Wagner, Isabella Pfeil, Robert Parinussa, Richard De Jeu
<span title="2016-10-17">2016</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xjanl2qypjf63cwvjmqfpmzmra" style="color: black;">Hydrology and Earth System Sciences</a> </i> &nbsp;
</strong> The soil moisture dataset that is generated via the Climate Change Initiative (CCI) of the European Space Agency (ESA) (ESA CCI SM) is a popular research product.  ...  Therefore, this study proposes an adaptation of the ESA CCI product for daily global updates via satellite-derived near-real-time (NRT) soil moisture observations.  ...  of the Austrian Research Promotion Agency (project number 4277353) and by the European Space Agency (ESA) Climate Change Initiative for Soil Moisture (contract 4000104814/11/I-NB,CC).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-20-4191-2016">doi:10.5194/hess-20-4191-2016</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nxt25s6yrng4bpzd3recxqe3t4">fatcat:nxt25s6yrng4bpzd3recxqe3t4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171202234920/https://www.hydrol-earth-syst-sci.net/20/4191/2016/hess-20-4191-2016.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f2/c3/f2c32059fa7c7ba222b572bda111b497dc6d45e4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-20-4191-2016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

The Potential Utility of Satellite Soil Moisture Retrievals for Detecting Irrigation Patterns in China

Xiaohu Zhang, Jianxiu Qiu, Guoyong Leng, Yongmin Yang, Quanzhou Gao, Yue Fan, Jiashun Luo
<span title="2018-10-24">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
microwave observations from the Advanced Scatterometer (ASCAT), and the blended multi-sensor soil moisture product from the European Space Agency (i.e., ESA CCI product).  ...  In general, around 60% of uncertainties in the anomaly of "ground truth" time series can be resolved by soil moisture retrievals, with ASCAT outperforming the others.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w10111505">doi:10.3390/w10111505</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6suqlbquybez3jtogwvdcox2b4">fatcat:6suqlbquybez3jtogwvdcox2b4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502053407/https://res.mdpi.com/water/water-10-01505/article_deploy/water-10-01505-v2.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d7/d9/d7d919d521e9a347bad49be2cb3a913e73b2b0a4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w10111505"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Evaluation of Satellite and Reanalysis Soil Moisture Products over Southwest China Using Ground-Based Measurements

Jian Peng, Jonathan Niesel, Alexander Loew, Shiqiang Zhang, Jie Wang
<span title="2015-11-23">2015</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
The evaluation of soil moisture absolute values and anomalies shows that all the products can capture the temporal dynamics of in situ soil moisture well.  ...  In this study, in situ soil moisture measurements from 2008 to 2012 over Southwest China are used to evaluate the accuracy of four satellite-based products and one reanalysis soil moisture product.  ...  Weather Forecasts (ECMWF) for providing the satellite-based and reanalysis soil moisture products.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs71115729">doi:10.3390/rs71115729</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sc4ujed6vzckveka3k2wou3vby">fatcat:sc4ujed6vzckveka3k2wou3vby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160827074803/http://www.mdpi.com/2072-4292/7/11/15729/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/03/90/03908e155cb36f4a94033d6d5cd0698feb4b9a95.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs71115729"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Downscaling of seasonal soil moisture forecasts using satellite data

S. Schneider, A. Jann, T. Schellander-Gorgas
<span title="2014-08-06">2014</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xjanl2qypjf63cwvjmqfpmzmra" style="color: black;">Hydrology and Earth System Sciences</a> </i> &nbsp;
</strong> A new approach to downscaling soil moisture forecasts from the seasonal ensemble prediction forecasting system of the ECMWF (European Centre for Medium-Range Weather Forecasts) is presented in  ...  The basic idea to overcome some of these problems is the application of additional information provided by two satellite sensors (ASCAT and Envisat ASAR) to improve the forecast quality, mainly to reduce  ...  reviewers for their contributions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-18-2899-2014">doi:10.5194/hess-18-2899-2014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ldjgkyiiwjavplpnafvfbdym4i">fatcat:ldjgkyiiwjavplpnafvfbdym4i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706075559/http://www.hydrol-earth-syst-sci.net/18/2899/2014/hess-18-2899-2014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/cd/9dcd8274009763480e7f0756ad336c260c95206e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-18-2899-2014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Soil Moisture for Hydrological Applications: Open Questions and New Opportunities

Luca Brocca, Luca Ciabatta, Christian Massari, Stefania Camici, Angelica Tarpanelli
<span title="2017-02-20">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
The different techniques used for addressing the monitoring of soil moisture for hydrological applications are briefly reviewed here.  ...  Soil moisture is widely recognized as a key parameter in the mass and energy balance between the land surface and the atmosphere and, hence, the potential societal benefits of an accurate estimation of  ...  Acknowledgments: The study was partly supported by the EUMETSAT Satellite Application Facility in Support of Operational Hydrology and Water Management (H-SAF) project, the European Space Agency SMOS+rainfall  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w9020140">doi:10.3390/w9020140</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xbdhsy2lkvd5rnvlp3ohobufwm">fatcat:xbdhsy2lkvd5rnvlp3ohobufwm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190506005931/https://res.mdpi.com/water/water-09-00140/article_deploy/water-09-00140-v2.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5a/e9/5ae910318c8c45968511be48c2866a42aa8e1d6f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w9020140"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>
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