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Improving ASCAT Soil Moisture Retrievals with an Enhanced Spatially Variable Vegetation Parameterization

Sebastian Hahn, Wolfgang Wagner, Susan Steele-Dunne, Mariette Vreugdenhil, Thomas Melzer
<span title="2021-10-08">2021</span>
The results show that the spatially variable vegetation correction overall improves soil moisture estimates in both more densely vegetated areas, e.g., in large parts of North America and Europe, and more  ...  no vegetation correction; 2) the currently used seasonal vegetation correction; 3) a stronger seasonal vegetation correction; and 4) a spatially variable seasonal vegetation correction with the stronger  ...  The ASCAT soil moisture data record based on the spatially-variable selection of cross-over angles (ASCAT SM-Dyn) indicated also a good performance compared to the current seasonal vegetation correction  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.34726/1622">doi:10.34726/1622</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hlkg4hp2h5ev7culzojffh4vfq">fatcat:hlkg4hp2h5ev7culzojffh4vfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211010023242/https://repositum.tuwien.at/bitstream/20.500.12708/18580/3/Hahn-2021-IEEE%20Transactions%20on%20Geoscience%20and%20Remote%20Sensing-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/da/9c/da9cef37bee9b6067a8bafa2cee74d59f5e195ff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.34726/1622"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Scientific Developments and the EPS-SG Scatterometer

Ad Stoffelen, Signe Aaboe, Jean-Christophe Calvet, James Cotton, Giovanna De Chiara, Julia Figa Saldana, Alexis Aurelien Mouche, Marcos Portabella, Klaus Scipal, Wolfgang Wagner
<span title="">2017</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b2n2tpw5ang73osulebz6bm4ju" style="color: black;">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing</a> </i> &nbsp;
Moreover, an option to implement an ocean Doppler capability to retrieve the ocean motion vector is briefly discussed as well.  ...  In addition, SCA will represent three major innovations with respect to ASCAT, namely: 1) Cross polarization and horizontal copolarization; 2) a nominal spatial resolution of 25 km; and 3) 20% greater  ...  In addition to extending the wind range, VH is expected to improve vegetation determination in conjunction with soil moisture retrieval [36] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jstars.2017.2696424">doi:10.1109/jstars.2017.2696424</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/agdiglg6wndj3om4chwkeufita">fatcat:agdiglg6wndj3om4chwkeufita</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427073333/https://archimer.ifremer.fr/doc/00386/49774/50320.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/86/f1/86f15eba8db1a47eec1c8bbfc18f43939fdbbb1c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jstars.2017.2696424"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </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;
RF models are trained with remotely sensed SM and ancillary variables on soil texture, topography, and vegetation cover against SM measured in the field.  ...  However, current operational satellite missions provide soil moisture information at either lower spatial or temporal resolution.  ...  Acknowledgments: The authors would like to thank Gerhard Rab for the support with the in-situ data collection, and Isabella Pfeil for kindly providing Metop ASCAT data.  ... 
<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>

The value of ASCAT soil moisture and MODIS snow cover data for calibrating a conceptual hydrologic model

Rui Tong, Juraj Parajka, Andreas Salentinig, Isabella Pfeil, Jürgen Komma, Borbála Széles, Martin Kubáň, Peter Valent, Mariette Vreugdenhil, Wolfgang Wagner, Günter Blöschl
<span title="2021-03-24">2021</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;
Recent advances in soil moisture remote sensing have produced satellite data sets with improved soil moisture mapping under vegetation and with higher spatial and temporal resolutions.  ...  An HBV (Hydrologiska Byråns Vattenbalansavdelning)-type hydrologic model is calibrated based on runoff data, ASCAT soil moisture data, and Moderate Resolution Imaging Spectroradiometer (MODIS) snow cover  ...  Recent advances in soil moisture remote sensing have produced satellite data sets with improved soil moisture mapping under vegetation and with higher spatial and temporal resolutions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-25-1389-2021">doi:10.5194/hess-25-1389-2021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/suo4kxnpqvar7jwbgjq2ycv7jq">fatcat:suo4kxnpqvar7jwbgjq2ycv7jq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210410205649/https://hess.copernicus.org/articles/25/1389/2021/hess-25-1389-2021.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/71/ac/71ac844a7e76f8eb14c969c5a422fd2c1cdbd52b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-25-1389-2021"> <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>

Estimating root mean square errors in remotely sensed soil moisture over continental scale domains

Clara Draper, Rolf Reichle, Richard de Jeu, Vahid Naeimi, Robert Parinussa, Wolfgang Wagner
<span title="">2013</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 the absence of an established consensus for the climatology of soil moisture over large domains, presenting a RMSE in soil moisture units requires that it be specified relative to a selected reference  ...  Retrieval Model) are estimated over a continental scale domain centered on North America, using two methods: triple colocation (RMSE TC ) and error propagation through the soil moisture retrieval models  ...  Acknowledgments This research was supported by the NASA Soil Moisture Active Passive mission and by the NASA program on the Science of Terra and Aqua.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2013.06.013">doi:10.1016/j.rse.2013.06.013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mpvprlscora63acfotwyzbtvby">fatcat:mpvprlscora63acfotwyzbtvby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171001003208/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/992/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMDAzNDQyNTcxMzAwMjA2eA%3D%3D.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/49/be/49be2196679d690acce22f6605518d4247c880ac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2013.06.013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

A Quasi-Global Approach to Improve Day-Time Satellite Surface Soil Moisture Anomalies through the Land Surface Temperature Input

Robert Parinussa, Richard de Jeu, Robin van der Schalie, Wade Crow, Fangni Lei, Thomas Holmes
<span title="2016-10-12">2016</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/k5oae7xq3rcvjdm7eq3ohqae5i" style="color: black;">Climate</a> </i> &nbsp;
Soil moisture data used in this study were retrieved through the Land Parameter Retrieval Model (LPRM), and in line with theory, both satellite paths show a unique and distinct degradation as a function  ...  One of these additional variables is land surface temperature, which plays a unique role in the radiative transfer equation and has an influence on the final quality of retrieved soil moisture anomalies  ...  Accounting for these LST errors in the retrieval algorithm can lead to enhanced soil moisture retrievals.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/cli4040050">doi:10.3390/cli4040050</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qbkypzkdgjgqlaxl3ie7r2tote">fatcat:qbkypzkdgjgqlaxl3ie7r2tote</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180729122006/https://res.mdpi.com/def5020002845d268772c6d48ae79f88f92a81961b73d184936d3090c5180052359ec255b6610fe47337e472ab2401cb53b9b07fd3f0e13f366b0519f3b0a9548ac75ac1915f403428b584203bd7eeb6ce324ec70202fbcef8ec54d265f92d2feb9f32c578033ae2c2f31e0645f90c8141622bca35dffecf1d5228f7fb3c539601fad992621528714fb5b94af135f402?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/4c/8f/4c8fa9a5e322f94d99d66196e6fd45271c98490b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/cli4040050"> <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>

High-resolution (1 km) satellite rainfall estimation from SM2RAIN applied to Sentinel-1: Po River basin as a case study

Paolo Filippucci, Luca Brocca, Raphael Quast, Luca Ciabatta, Carla Saltalippi, Wolfgang Wagner, Angelica Tarpanelli
<span title="2022-05-12">2022</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;
In this work, the algorithm SM2RAIN (Soil Moisture to Rain) for rainfall estimation is applied to two soil moisture products over the Po River basin: a high-resolution soil moisture product derived from  ...  Finally, the performances of the parameterized products are similar to those obtained with the calibrated SM2RAIN algorithm, confirming the reliability of the parameterized algorithm for rainfall estimation  ...  Remaining spatial variabilities in soil and vegetation characteristics are accounted for by the model parameters single-scattering albedo (ω) and soil-scattering directionality (ts).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-26-2481-2022">doi:10.5194/hess-26-2481-2022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/egqrpglfcrentitpb5iclg7bvu">fatcat:egqrpglfcrentitpb5iclg7bvu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220513024748/https://hess.copernicus.org/articles/26/2481/2022/hess-26-2481-2022.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/02/4e/024e4e4c48bf43466b48b9b759a2d6049814e99e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-26-2481-2022"> <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>

Clarifications on the "Comparison Between SMOS, VUA, ASCAT, and ECMWF Soil Moisture Products Over Four Watersheds in U.S."

Wolfgang Wagner, Luca Brocca, Vahid Naeimi, Rolf Reichle, Clara Draper, Richard de Jeu, Dongryeol Ryu, Chun-Hsu Su, Andrew Western, Jean-Christophe Calvet, Yann H. Kerr, Delphine J. Leroux (+5 others)
<span title="">2014</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4odsbtjobjalfki6xxabjpdu6y" style="color: black;">IEEE Transactions on Geoscience and Remote Sensing</a> </i> &nbsp;
Their conclusions stated that SMOS soil moisture retrievals represent "an improvement [in RMSE] by a factor of 2-3 compared with the other products" and that the ASCAT soil moisture data are "very noisy  ...  In a recent paper, Leroux et al. compared three satellite soil moisture data sets (SMOS, AMSR-E, and ASCAT) and ECMWF forecast soil moisture data to in situ measurements over four watersheds located in  ...  ACKNOWLEDGMENT The authors would like to thank European Space Agency for providing the SMOS Level 2 soil moisture data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tgrs.2013.2282172">doi:10.1109/tgrs.2013.2282172</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3mxbdn5in5b5zobvydzbbswuey">fatcat:3mxbdn5in5b5zobvydzbbswuey</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170304205000/https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20150000328.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/0f/62/0f621c990a9a90b5f51c8ff5205dbb02b957d71c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tgrs.2013.2282172"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A comparison between remotely-sensed and modelled surface soil moisture (and frozen status) at high latitudes

I. Gouttevin, A. Bartsch, G. Krinner, V. Naeimi
<span title="2013-08-27">2013</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yoealyvdl5cppbhfojs7qfgu5i" style="color: black;">Hydrology and Earth System Sciences Discussions</a> </i> &nbsp;
The spatial and temporal resolutions of the ASCAT products make them suitable for comparison with model outputs.  ...  </strong> In this study, the combined surface status and surface soil moisture products retrieved by the ASCAT sensor within the ESA-DUE Permafrost project are compared to the hydrological outputs of the  ...  an improved retrieval algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hessd-10-11241-2013">doi:10.5194/hessd-10-11241-2013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hkgu7wwgsjg7hlnv7fndwdt2o4">fatcat:hkgu7wwgsjg7hlnv7fndwdt2o4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190415231207/https://core.ac.uk/download/pdf/80053635.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/be/f2be35178050e777f1c24ed863cb8456b5e61a50.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hessd-10-11241-2013"> <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;
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.  ...  Compared to ASCAT, the irrigation detection capabilities of AMSR exhibit higher discrepancies between descending and ascending orbits, since the soil moisture retrieval algorithm of AMSR is based on surface  ...  Although there are several improvements of the land surface parameterizations in ERA-Interim/Land compared to ERA-Interim [51] , the latter has greater temporal overlap with above-mentioned satellite  ... 
<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>

A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements

Jian Peng, Clement Albergel, Anna Balenzano, Luca Brocca, Oliver Cartus, Michael H. Cosh, Wade T. Crow, Katarzyna Dabrowska-Zielinska, Simon Dadson, Malcolm W.J. Davidson, Patricia de Rosnay, Wouter Dorigo (+19 others)
<span title="">2020</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;
The scientific community has made significant progress in estimating soil moisture from satellite-based Earth observation data, particularly in operationalizing coarse-resolution (25-50 km) soil moisture  ...  This review summarizes existing applications of satellite-derived soil moisture products and identifies gaps between the characteristics of currently available soil moisture products and the application  ...  Acknowledgments The work was supported by the Scientific Exploitation of Operational Missions Program of the European Space Agency through the project "Exploitation of S-1 for Surface Soil Moisture Retrieval  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2020.112162">doi:10.1016/j.rse.2020.112162</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zen7elopbrcsvlgreq5rlfgqhy">fatcat:zen7elopbrcsvlgreq5rlfgqhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427102827/https://ora.ox.ac.uk/objects/uuid:6fb59e46-52e9-465e-be16-401ee5e27148/download_file?safe_filename=Peng_et_al_A_roadmap_for_high-resolution_satellite_soil.pdf&amp;type_of_work=Journal+article" 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/d6/b0/d6b009151eb231739adc05c5ee265324e554e335.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2020.112162"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations

R. M. Parinussa, T. R. H. Holmes, W. T. Crow
<span title="2011-07-11">2011</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yoealyvdl5cppbhfojs7qfgu5i" style="color: black;">Hydrology and Earth System Sciences Discussions</a> </i> &nbsp;
In addition, a pre-processing technique to shift phase of the modelled surface temperature is shown to generally enhance the value of MERRA surface temperature estimates for soil moisture retrieval.  ...  For several years passive microwave observations have been used to retrieve soil moisture from the Earth's surface.  ...  The LPRM retrieves vegetation optical depth, simultaneously with the soil moisture retrievals.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hessd-8-6683-2011">doi:10.5194/hessd-8-6683-2011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2kd5kx6sujennmhivxfy2nu6na">fatcat:2kd5kx6sujennmhivxfy2nu6na</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20121031205229/http://www.hydrol-earth-syst-sci.net/15/3135/2011/hess-15-3135-2011.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/9e/ea/9eea49f1d6ab8fd700df0fb1a0cd3ea9311bdb93.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hessd-8-6683-2011"> <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 impact of land surface temperature on soil moisture anomaly detection from passive microwave observations

R. M. Parinussa, T. R. H. Holmes, M. T. Yilmaz, W. T. Crow
<span title="2011-10-17">2011</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;
WindSat and AMSR-E based surface soil moisture retrievals.  ...  In addition, a pre-processing technique to shift phase of the modelled surface temperature is shown to generally enhance the value of MERRA surface temperature estimates for soil moisture retrieval.  ...  The LPRM retrieves vegetation optical depth, simultaneously with the soil moisture retrievals.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-15-3135-2011">doi:10.5194/hess-15-3135-2011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/okqvi2aetnegndlc5o37zr7vdm">fatcat:okqvi2aetnegndlc5o37zr7vdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20121031205229/http://www.hydrol-earth-syst-sci.net/15/3135/2011/hess-15-3135-2011.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/9e/ea/9eea49f1d6ab8fd700df0fb1a0cd3ea9311bdb93.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-15-3135-2011"> <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>

Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes

Carsten Montzka, Heye Bogena, Marek Zreda, Alessandra Monerris, Ross Morrison, Sekhar Muddu, Harry Vereecken
<span title="2017-01-25">2017</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 scale difference between point in situ soil moisture measurements and low resolution satellite products limits the quality of any validation efforts in heterogeneous regions.  ...  This could be an indication of the inability of the C-band system to penetrate the dense vegetation in the West of Germany [129] or problems with the LPRM parameterization.  ...  Highly dynamic soil moisture with change in covering vegetation water content is well-captured by SMOS.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs9020103">doi:10.3390/rs9020103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2xi6rcxnnrgc3ia32jllldg7ci">fatcat:2xi6rcxnnrgc3ia32jllldg7ci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720034938/http://nora.nerc.ac.uk/id/eprint/516043/1/N516043JA.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/fb/25/fb25c45cc7f83602902b4945a4c4d8e9cf14e343.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs9020103"> <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>

Assessment and inter-comparison of recently developed/reprocessed microwave satellite soil moisture products using ISMN ground-based measurements

A. Al-Yaari, J.-P. Wigneron, W. Dorigo, A. Colliander, T. Pellarin, S. Hahn, A. Mialon, P. Richaume, R. Fernandez-Moran, L. Fan, Y.H. Kerr, G. De Lannoy
<span title="">2019</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;
Soil moisture algorithms are in rapid development and their improvements/revisions are ongoing.  ...  Soil moisture (SM) is a key state variable in understanding the climate system through its control on the land surface energy, water budget partitioning, and the carbon cycle.  ...  However, SM retrieval algorithms are in rapid development and their improvements/revisions are ongoing adopting new concepts or conducting new calibrations; thus improving parameterizations and optimizing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2019.02.008">doi:10.1016/j.rse.2019.02.008</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5rqkemjwkbgctmfplulvgwufmq">fatcat:5rqkemjwkbgctmfplulvgwufmq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718050520/https://lirias2repo.kuleuven.be/bitstream/handle/123456789/637704/RSE_AlYaarietal20_accepted.pdf;jsessionid=38F473C7D8DB321C2E5F1D9F5C9E4ED2?sequence=3" 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/91/ed/91ed79ed994f9f68ce61922c09ab92286267889b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rse.2019.02.008"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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