{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T15:41:05Z","timestamp":1770824465609,"version":"3.50.1"},"reference-count":31,"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\/100000104","name":"National Aeronautics and Space Administration","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Earth Science Technology Office"},{"name":"Advanced Information Systems Technologies program"},{"DOI":"10.13039\/501100000016","name":"Canadian Space Agency","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000016","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":[[2017,6]]},"DOI":"10.1109\/jstars.2017.2690220","type":"journal-article","created":{"date-parts":[[2017,4,24]],"date-time":"2017-04-24T21:08:14Z","timestamp":1493068094000},"page":"2663-2673","source":"Crossref","is-referenced-by-count":57,"title":["A Method for Upscaling In Situ Soil Moisture Measurements to Satellite Footprint Scale Using Random Forests"],"prefix":"10.1109","volume":"10","author":[{"given":"Daniel","family":"Clewley","sequence":"first","affiliation":[]},{"given":"Jane B.","family":"Whitcomb","sequence":"additional","affiliation":[]},{"given":"Ruzbeh","family":"Akbar","sequence":"additional","affiliation":[]},{"given":"Agnelo R.","family":"Silva","sequence":"additional","affiliation":[]},{"given":"Aaron","family":"Berg","sequence":"additional","affiliation":[]},{"given":"Justin R.","family":"Adams","sequence":"additional","affiliation":[]},{"given":"Todd","family":"Caldwell","sequence":"additional","affiliation":[]},{"given":"Dara","family":"Entekhabi","sequence":"additional","affiliation":[]},{"given":"Mahta","family":"Moghaddam","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","article-title":"Soil moisture profiles and temperature data\n from soil SCAPE sites, USA","author":"moghaddam","year":"2016"},{"key":"ref30","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.advwatres.2004.10.004"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2010.2052918"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2502935.2502945"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2364913"},{"key":"ref15","article-title":"Texas soil\n observation network (TxSON)","author":"caldwell","year":"2016"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5589\/m08-080"},{"key":"ref17","author":"breiman","year":"1993","journal-title":"Classification and Regression Trees"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref19","first-page":"5","article-title":"The national elevation dataset","volume":"68","author":"gesch","year":"2002","journal-title":"Photogramm Eng Remote Sens"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/qj.828"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1029\/2011RG000372"},{"key":"ref27","article-title":"PRISM climate data.","year":"2016"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2051035"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2136\/sssaj1985.03615995004900040006x"},{"key":"ref29","article-title":"AirMOSS: L1 S-0 polarimetric data from AirMOSS P-band SAR, Tonzi\n Ranch, 2012&#x2013;2015","year":"2016"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1029\/1999JD900060"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1029\/96JD02948"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1029\/94WR01498"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2043032"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/2013WR014964"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2043918"},{"key":"ref20","first-page":"99","author":"gesch","year":"2007","journal-title":"National elevation dataset"},{"key":"ref22","article-title":"Soil moisture active passive ancillary data report, digital elevation model, preliminary","author":"podest","year":"2013"},{"key":"ref21","year":"2013"},{"key":"ref24","article-title":"Land cover type yearly L3\n Global 500 m SIN Grid.","year":"2012"},{"key":"ref23","first-page":"337","article-title":"Completion of the 2001 national land cover\n database for the conterminous united states","volume":"73","author":"homer","year":"2007","journal-title":"Photogramm Eng Remote Sens"},{"key":"ref26","article-title":"The National\n Soil DataBase (NSDB).","year":"2013"},{"key":"ref25","year":"0"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/7984929\/07907192.pdf?arnumber=7907192","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:58:55Z","timestamp":1642006735000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7907192\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":31,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2017.2690220","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6]]}}}