{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T04:04:51Z","timestamp":1767585891226},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2012,10,1]],"date-time":"2012-10-01T00:00:00Z","timestamp":1349049600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2012,10]]},"DOI":"10.1109\/tgrs.2012.2189406","type":"journal-article","created":{"date-parts":[[2012,4,4]],"date-time":"2012-04-04T19:42:19Z","timestamp":1333568539000},"page":"3931-3940","source":"Crossref","is-referenced-by-count":5,"title":["Enhancement of Satellite Precipitation Estimation via Unsupervised Dimensionality Reduction"],"prefix":"10.1109","volume":"50","author":[{"given":"Majid","family":"Mahrooghy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicolas H.","family":"Younan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentine G.","family":"Anantharaj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James V.","family":"Aanstoos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0450(1990)029<1120:CTRRRR>2.0.CO;2"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/BF00337288"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/72.761722"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/0165-1684(94)90029-9"},{"key":"ref37","first-page":"841","article-title":"Automatic alignment of local representations","volume":"15","author":"teh","year":"2003","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref36","first-page":"889","article-title":"Global coordination of local linear models","volume":"14","author":"roweis","year":"2002","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref34","first-page":"1208","article-title":"Neighborhood preserving embedding","author":"he","year":"2005","journal-title":"Proc 10th IEEE ICCV"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1175\/1525-7541(2004)005<0487:CAMTPG>2.0.CO;2"},{"key":"ref40","article-title":"The NCEP Stage II\/IV hourly precipitation analyses: Development and applications","author":"lin","year":"2005","journal-title":"Proc 19th Conf Hydrol Amer Meteorol Soc"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0450(1997)036<1176:PEFRSI>2.0.CO;2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1175\/2009JHM1139.1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1175\/JAM2173.1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0426(1985)002<0314:DORRFG>2.0.CO;2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2172\/15002155"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/34.824819"},{"key":"ref17","author":"bengio","year":"2006","journal-title":"Feature Extraction Foundations and Applications"},{"key":"ref18","author":"jolliffe","year":"2002","journal-title":"Principal Component Analysis"},{"key":"ref19","first-page":"279","author":"saul","year":"2005","journal-title":"SemiSupervised Learning"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00026-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0426(1995)012<0755:TDOSRR>2.0.CO;2"},{"key":"ref27","author":"burrus","year":"1997","journal-title":"Introduction to Wavelets and Wavelet Transforms A Primer"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1175\/JHM524.1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10712-004-5724-6"},{"key":"ref29","first-page":"94","article-title":"Survey on independent component analysis","volume":"2","author":"hyvrinen","year":"1999","journal-title":"Neural Comput Surveys"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1256\/qj.03.96"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1175\/JHM560.1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/02757259409532262"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0493(1987)115<0051:TRBLSC>2.0.CO;2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0450(2001)040<1801:TEOTGP>2.0.CO;2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.841627"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/0-387-25465-X_4","author":"burges","year":"2005","journal-title":"Data Mining and Knowledge Discovery Handbook A Complete Guide for Researchers and Practitioners"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/AIPR.2010.5759702"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2010.5649049"},{"key":"ref24","author":"gonzalez","year":"2007","journal-title":"Digital Image Processing"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1175\/BAMS-88-1-47"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1049\/el:20010101"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1973.4309314"},{"key":"ref25","author":"ahrens","year":"2008","journal-title":"Meteorology Today An Introduction to Weather Climate and the Environment"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/36\/6310104\/06178796.pdf?arnumber=6178796","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T23:54:06Z","timestamp":1633910046000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6178796\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,10]]},"references-count":41,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2012.2189406","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,10]]}}}