{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T09:14:15Z","timestamp":1775466855553,"version":"3.50.1"},"reference-count":81,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["AGS 1740693"],"award-info":[{"award-number":["AGS 1740693"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS 1739705"],"award-info":[{"award-number":["CNS 1739705"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ESIPLab Geoweaver project"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/jstars.2020.2990104","type":"journal-article","created":{"date-parts":[[2020,5,13]],"date-time":"2020-05-13T22:26:55Z","timestamp":1589408815000},"page":"2200-2213","source":"Crossref","is-referenced-by-count":58,"title":["Deep Learning Classification for Crop Types in North Dakota"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9810-0023","authenticated-orcid":false,"given":"Ziheng","family":"Sun","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3953-9965","authenticated-orcid":false,"given":"Liping","family":"Di","sequence":"additional","affiliation":[]},{"given":"Hui","family":"Fang","sequence":"additional","affiliation":[]},{"given":"Annie","family":"Burgess","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.06.031"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(01)00295-4"},{"key":"ref71","first-page":"397","article-title":"Accuracy assessment: A user's perspective","volume":"52","author":"story","year":"1986","journal-title":"Photogrammetric Eng Remote Sens"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2008.80"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2019.06.005"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi8110494"},{"key":"ref74","article-title":"Amazon Elastic Block Store (EBS)","author":"amazon","year":"2013"},{"key":"ref39","article-title":"SegNet: A deep convolutional encoder-decoder architecture for robust semantic pixel-wise labelling","author":"badrinarayanan","year":"2015"},{"key":"ref75","article-title":"Overview of Amazon web services","author":"varia","year":"2014"},{"key":"ref38","first-page":"234","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"Proc Int Conf Med Image Comput Comput -Assisted Intervention"},{"key":"ref78","article-title":"Advanced cyberinfrastructure for intercomparison and validation of climate models","volume":"123","author":"sun","year":"2019","journal-title":"Environ Model Softw"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/Agro-Geoinformatics.2019.8820694"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.07.017"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.01.019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.10.014"},{"key":"ref30","article-title":"Robust Landsat-based crop time series modelling","volume":"238","author":"roy","year":"2018","journal-title":"Remote Sens Environ"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2014.12.028"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.09.013"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2018.1516313"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2681128"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.02.001"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2015.02.009"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/rs6097952"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2011.04.011"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.12838"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.02.016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi9020119"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2016.08.024"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-014-0007-7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2015.03.028"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39593-2_1"},{"key":"ref68","year":"2008"},{"key":"ref69","first-page":"345","article-title":"Completion of the 2011 national land cover database for the conterminous United States&#x2013;representing a decade of land cover change information","volume":"81","author":"homer","year":"2015","journal-title":"Photogrammetric Eng Remote Sens"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2003.04.007"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2012.08.009"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.1989.118607"},{"key":"ref22","article-title":"A review on deep learning techniques applied to semantic segmentation","author":"garcia-garcia","year":"2017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s12145-017-0308-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.6084\/m9.figshare.7631615.v1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.6084\/m9.figshare.7629491.v1"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.178"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2016.04.008"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2005.857030"},{"key":"ref57","year":"2019"},{"key":"ref56","year":"2020"},{"key":"ref55","article-title":"NDSU PLSC 210 - horticulture science - plant classification","author":"lee","year":"2010"},{"key":"ref54","year":"2012"},{"key":"ref53","year":"2003"},{"key":"ref52","first-page":"227","article-title":"Social capital and sustainability: Agriculture and communities in the Great Plains and Corn Belt","volume":"6","author":"flora","year":"1995","journal-title":"Res Rural Sociology Develop"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2011.04.006"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2011.11.031"},{"key":"ref40","article-title":"TernausNet: U-net with VGG11 encoder pre-trained on imagenet for image segmentation","author":"iglovikov","year":"2018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2377248"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/Argo-Geoinformatics.2013.6621900"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/GEOINFORMATICS.2010.5567702"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9671.2010.01232.x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10707-015-0229-7"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(91)90048-B"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2016.06.004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2382566"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/Agro-Geoinformatics.2014.6910672"},{"key":"ref80","doi-asserted-by":"crossref","first-page":"5131","DOI":"10.1109\/TGRS.2013.2248064","article-title":"GeoPWProv: Interleaving map and faceted metadata for provenance visualization and navigation","volume":"51","author":"sun","year":"2013","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S2095-3119(16)61499-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.69.6.647"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(02)00135-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(02)00078-0"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/10106049.2011.562309"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2016.11.004"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICSIPA.2011.6144164"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2012.03.005"},{"key":"ref46","article-title":"ADADELTA: an adaptive learning rate method","author":"zeiler","year":"2012"},{"key":"ref45","article-title":"Unsupervised and semi-supervised learning with categorical generative adversarial networks","author":"springenberg","year":"2015"},{"key":"ref48","article-title":"A guide to convolution arithmetic for deep learning","author":"dumoulin","year":"2016"},{"key":"ref47","first-page":"6","article-title":"Overview of the VISCERAL challenge at ISBI","author":"goksel","year":"2015","journal-title":"Proc VISCERAL Challenge at ISBI"},{"key":"ref42","first-page":"807","article-title":"Rectified linear units improve restricted boltzmann machines","author":"nair","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref44","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref43","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/4609443\/8994817\/9093135-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8994817\/09093135.pdf?arnumber=9093135","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:52:20Z","timestamp":1649443940000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9093135\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":81,"URL":"https:\/\/doi.org\/10.1109\/jstars.2020.2990104","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}