{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T03:14:44Z","timestamp":1775445284154,"version":"3.50.1"},"reference-count":98,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91425303"],"award-info":[{"award-number":["91425303"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41101320"],"award-info":[{"award-number":["41101320"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002367","name":"Key Research Program of Frontier Sciences, Chinese Academy of Sciences","doi-asserted-by":"publisher","award":["QYZDY-SSW-DQC011"],"award-info":[{"award-number":["QYZDY-SSW-DQC011"]}],"id":[{"id":"10.13039\/501100002367","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"crossref","award":["2016YFC0500100"],"award-info":[{"award-number":["2016YFC0500100"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/tgrs.2017.2664078","type":"journal-article","created":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T19:12:18Z","timestamp":1488395538000},"page":"3194-3207","source":"Crossref","is-referenced-by-count":28,"title":["Uncertainty Quantification of Soil Moisture Estimations Based on a Bayesian Probabilistic Inversion"],"prefix":"10.1109","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2025-6030","authenticated-orcid":false,"given":"Chunfeng","family":"Ma","sequence":"first","affiliation":[]},{"given":"Xin","family":"Li","sequence":"additional","affiliation":[]},{"given":"Claudia","family":"Notarnicola","sequence":"additional","affiliation":[]},{"given":"Shuguo","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Weizhen","family":"Wang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2006.602"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.803790"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/36.917912"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/01431160600658123"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2006.10.026"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2039353"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1084-0699(2008)13:6(461)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/s8128181"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.909951"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.5589\/m02-066"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5194\/hess-15-1415-2011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2010.05.017"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2011.2116769"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/rs70810098"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"2519","DOI":"10.1109\/TGRS.2009.2014944","article-title":"A time-series approach to estimate soil moisture using polarimetric radar data","volume":"47","author":"kim","year":"2009","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2012.10.044"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2004711"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0168-1923(00)00189-1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/01431160600976061"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(99)00102-9"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11430-013-4728-9"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/36.823917"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1063\/1.1699114"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.872287"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2004.827461"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1175\/BAMS-D-12-00154.1"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(00)00200-5"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1029\/RS013i002p00357"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/36.951094"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.807587"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2015.08.002"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.12.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(03)00051-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2014.02.018"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.11.017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/hyp.9632"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1002\/2013JG002535"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/2012WR013405"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2013.810823"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1029\/2005GB002468"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0442(2004)017<2828:AESBAT>2.0.CO;2"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.soilbio.2014.10.005"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1890\/ES14-00092.1"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2012.6351320"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.advwatres.2009.10.008"},{"key":"ref44","first-page":"279","article-title":"Development of an algorithm for the Bayesian fusion of multi-angle, multi-polarisation and multi-frequency remotely sensed data","author":"notarnicola","year":"2003","journal-title":"Proc Geoinf Eur -Wide Integr"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2264159"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2209626"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/rs70100747"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2012.6352295"},{"key":"ref70","doi-asserted-by":"crossref","first-page":"5613","DOI":"10.1109\/TGRS.2015.2426194","article-title":"A global sensitivity analysis of soil parameters associated with backscattering using the advanced integral equation model","volume":"53","author":"ma","year":"2015","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2234721"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.pce.2015.04.001"},{"key":"ref74","doi-asserted-by":"crossref","first-page":"2584","DOI":"10.1109\/TGRS.2008.919822","article-title":"A study of an AIEM model for bistatic scattering from randomly rough surfaces","volume":"46","author":"wu","year":"2008","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2003.815405"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1163\/156939306775777404"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1163\/156939306775777378"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/57.1.97"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1029\/2008JD011590"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwu017"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s11430-015-5074-x"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2319085"},{"key":"ref66","first-page":"171","article-title":"Australian airborne Cal\/val experiments for SMOS (AACES)&#x2014;Winter campaign: Experiment plan","author":"walker","year":"2010"},{"key":"ref67","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.still.2014.06.010","article-title":"Improvements in farmland surface roughness measurement by employing a new laser scanner","volume":"143","author":"zheng","year":"2014","journal-title":"Soil Tillage Res"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s12524-011-0168-1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(03)00065-8"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1029\/95JD00852"},{"key":"ref1","year":"2007","journal-title":"Earth Science and Applications From Space National Imperatives for the Next Decade and Beyond"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2158982"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.5194\/isprsarchives-XL-1-W3-225-2013"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2286203"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2279893"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2050054"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1080\/01431160500212278"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.5194\/hess-15-151-2011"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.5589\/m10-055"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.5589\/m07-024"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.01.006"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2106109"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.02.027"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.02.021"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2031062"},{"key":"ref15","first-page":"5522","article-title":"X-SAR Cosmo-SkyMed mission and its scientific applications in the field of earth&#x2019;s observations: Some topics concerning the combinations of the observations achieved with other techniques","author":"vespe","year":"2012","journal-title":"Proc IEEE Int Geosci Remote Sens Symp"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2173155"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.05.009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.08.004"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2012.01.017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2099641"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1007\/s11430-011-4204-3"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2220124"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(02)00069-X"},{"key":"ref80","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1093\/oso\/9780198523567.003.0038","article-title":"Efficient Metropolis jumping rules","volume":"5","author":"gelman","year":"1996","journal-title":"Bayesian Statistics"},{"key":"ref89","first-page":"615","article-title":"Inverse problem theory. Methods for data fitting and model parameter estimation","author":"tarantola","year":"1987","journal-title":"Archit Inst Japan Tech Rep"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(00)00181-4"},{"key":"ref86","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1109\/TGRS.2014.2323424","article-title":"Dielectric properties of saline soils and an improved dielectric model in C-band","volume":"53","author":"wu","year":"2015","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref87","first-page":"1817","author":"ulaby","year":"1986","journal-title":"From Theory to Application Microwave Remote Sensing Active and Passive"},{"key":"ref88","first-page":"247","author":"fung","year":"2010","journal-title":"Microwave Scattering and Emission Models for Users"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/7932278\/07867762.pdf?arnumber=7867762","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,22]],"date-time":"2024-06-22T19:28:11Z","timestamp":1719084491000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7867762\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":98,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2017.2664078","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6]]}}}