{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T03:50:02Z","timestamp":1782791402963,"version":"3.54.5"},"reference-count":77,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National Key Research and Development Project of China","award":["2019YFC0409105"],"award-info":[{"award-number":["2019YFC0409105"]}]},{"DOI":"10.13039\/501100013290","name":"National Key R&amp;D Program of China","doi-asserted-by":"publisher","award":["2016YFB0501502"],"award-info":[{"award-number":["2016YFB0501502"]}],"id":[{"id":"10.13039\/501100013290","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["40170304"],"award-info":[{"award-number":["40170304"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Outstanding Yong Scientist Foundation"},{"name":"Institute of Northeast Geography and Agroecology"},{"DOI":"10.13039\/501100002367","name":"Chinese Academy of Sciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002367","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":[[2021]]},"DOI":"10.1109\/jstars.2021.3109292","type":"journal-article","created":{"date-parts":[[2021,9,3]],"date-time":"2021-09-03T20:32:10Z","timestamp":1630701130000},"page":"9132-9146","source":"Crossref","is-referenced-by-count":98,"title":["Remote Sensing of Turbidity for Lakes in Northeast China Using Sentinel-2 Images With Machine Learning Algorithms"],"prefix":"10.1109","volume":"14","author":[{"given":"Yue","family":"Ma","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9996-2450","authenticated-orcid":false,"given":"Kaishan","family":"Song","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8801-5324","authenticated-orcid":false,"given":"Zhidan","family":"Wen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ge","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingxin","family":"Shang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lili","family":"Lyu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jia","family":"Du","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8823-4175","authenticated-orcid":false,"given":"Qian","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sijia","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hui","family":"Tao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junbin","family":"Hou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2015.12.062"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/bs.host.2019.05.001","article-title":"Chapter 1 - Finite-sample inference and nonstandard asymptotics with monte carlo tests and R","author":"dufour","year":"2019","journal-title":"Handbook of Statistics"},{"key":"ref71","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2011.06.039"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2014.11.001"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.apgeog.2018.05.011"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.catena.2016.01.001"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2007.10.001"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2011.08.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1364\/OE.23.0A1179"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/02626669209492573"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/rs11242926"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/rs11060645"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2020.1714775"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.05.032"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/s8074165"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2006.12.019"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1080\/10106049609354563"},{"key":"ref60","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","volume":"9","author":"glorot","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007563306331"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecss.2013.07.003"},{"key":"ref64","first-page":"199","article-title":"Random forests, machine learning","volume":"2","author":"breiman","year":"2001","journal-title":"J Clin Microbiol"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.csr.2009.12.007"},{"key":"ref65","doi-asserted-by":"crossref","first-page":"1189","DOI":"10.1214\/aos\/1013203451","article-title":"Greedy function approximation: A gradient boosting machine","volume":"29","author":"friedman","year":"2001","journal-title":"Ann Statist"},{"key":"ref66","first-page":"267","article-title":"The elements of statistical learning: Springer","volume":"1","author":"hastie","year":"2009","journal-title":"Elements"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1089\/ees.2016.0540"},{"key":"ref67","article-title":"Classification and regression trees (CART)","volume":"40","author":"breiman","year":"1984","journal-title":"Biometrics"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/34.506411"},{"key":"ref69","first-page":"513","article-title":"Neighbourhood components analysis","author":"goldberger","year":"2004","journal-title":"Proc 17th Int Conf Neural Inf Process Syst"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.03.010"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1089967"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/23312041.2017.1422956"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2020.111648"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2006.03.011"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/01431160500396865"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1080\/15481603.2020.1738061"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2007.08.021"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecss.2008.11.013"},{"key":"ref50","first-page":"589","article-title":"A study on information extraction of water body with the modified normalized difference water index (MNDWI)","volume":"9","author":"xu","year":"2005","journal-title":"J Remote Sens"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0062108"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/4931.001.0001"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(89)90049-0"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-4832-1446-7.50035-2"},{"key":"ref56","first-page":"1889","article-title":"Working set selection using second order information for training SVM","volume":"6","author":"fan","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref55","first-page":"1871","article-title":"Liblinear: A library for large linear classification","volume":"9","author":"fan","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/0003-2670(86)80028-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1752-1688.2001.tb03624.x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.5194\/hess-16-1623-2012"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2010.11.002"},{"key":"ref12","article-title":"Turbidity, total suspended solids and water clarity","author":"kemker","year":"2014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.csr.2015.11.009"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2020.106539"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.09.020"},{"key":"ref16","first-page":"62","article-title":"Predicting rainfall erosion losses&#x2013;A guide to conservation planning","author":"wischmeier","year":"1978","journal-title":"Agriculture Handbooks (USA)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1023\/B:BILE.0000013722.45527.18"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10661-005-9064-x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10980-011-9642-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2020.111800"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nature20584"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2019.01.023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1029\/2006GL026047"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1596\/33224"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2020.124791"},{"key":"ref49","article-title":"Sen2Cor Configuration and User Manual","year":"2016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2018.11.058"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2016.11.010"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.10.012"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.11.026"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.watres.2018.12.004"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2009.12.025"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1029\/2019JC015106"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.09.006"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.5589\/m13-038"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/9314330\/09529058.pdf?arnumber=9529058","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:56:55Z","timestamp":1639771015000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9529058\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":77,"URL":"https:\/\/doi.org\/10.1109\/jstars.2021.3109292","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}