{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T15:48:32Z","timestamp":1740152912202,"version":"3.37.3"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["RGPIN-2017-04869","DGDND-2017-00078","RGPAS2017-50794","RGPIN-2019-06744"],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/jstars.2022.3177081","type":"journal-article","created":{"date-parts":[[2022,5,23]],"date-time":"2022-05-23T20:43:28Z","timestamp":1653338608000},"page":"4571-4582","source":"Crossref","is-referenced-by-count":10,"title":["A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation"],"prefix":"10.1109","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5740-9526","authenticated-orcid":false,"given":"Yuan","family":"Fang","sequence":"first","affiliation":[{"name":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3488-5199","authenticated-orcid":false,"given":"Linlin","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada"}]},{"given":"Yuhao","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada"}]},{"given":"Wei","family":"Zhou","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"}]},{"given":"Alexander","family":"Wong","sequence":"additional","affiliation":[{"name":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6383-0875","authenticated-orcid":false,"given":"David A.","family":"Clausi","sequence":"additional","affiliation":[{"name":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2019.02.022"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/w9070530"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2778420"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5194\/hess-22-5341-2018"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2019.111586"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.807008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916086"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1029\/2006WR005817"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-1694(03)00066-0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(02)00044-5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2010.07.005"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11269-013-0337-9"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3069774"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2941696"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.10.002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.05.024"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.737"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2018.00984"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2710079"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451420"},{"issue":"5","key":"ref22","first-page":"561","article-title":"A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set","volume-title":"Photogramm. Eng. Remote Sens.","volume":"58","author":"Shettigara","year":"1992"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2020.125043"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2888491"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1364\/OPTICA.389314"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1364\/OE.379200"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3151004"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2019.1698079"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00223"},{"key":"ref30","first-page":"524","article-title":"Noise2self: Blind denoising by self-supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Batson","year":"2019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3409383"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2018.2858008"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2866954"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2020.107729"},{"article-title":"Auto-encoding variational Bayes","year":"2013","author":"Kingma","key":"ref35"},{"article-title":"Conditional generative adversarial nets","year":"2014","author":"Mirza","key":"ref36"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9548"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/9780470191613"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"article-title":"Adam: A method for stochastic optimization","year":"2014","author":"Kingma","key":"ref40"},{"key":"ref41","first-page":"182","article-title":"Surface moisture content retrieval from visible\/thermal infrared images and field measurements","volume":"2(AICCE12 & GIZ 12)","author":"Hassaballa","year":"2013","journal-title":"Caspian J. Appl. Sci. Res."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_43"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2015.8075405"},{"issue":"1","key":"ref45","first-page":"339","article-title":"Extracting spectral contrast in landsat thematic mapper image data using selective principal component analysis","volume":"55","author":"Kwarteng","year":"1989","journal-title":"Photogramm. Eng. Remote Sens."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2011.2161320"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2014.2361734"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2011.6080924"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2208449"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/9656571\/09780019.pdf?arnumber=9780019","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T02:26:28Z","timestamp":1706063188000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9780019\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/jstars.2022.3177081","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"type":"print","value":"1939-1404"},{"type":"electronic","value":"2151-1535"}],"subject":[],"published":{"date-parts":[[2022]]}}}