{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T11:07:31Z","timestamp":1783422451756,"version":"3.54.6"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3293828","type":"journal-article","created":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:29:04Z","timestamp":1689017344000},"page":"71127-71142","source":"Crossref","is-referenced-by-count":61,"title":["Machine Learning Algorithms for Satellite Image Classification Using Google Earth Engine and Landsat Satellite Data: Morocco Case Study"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5975-1488","authenticated-orcid":false,"given":"Hafsa","family":"Ouchra","sequence":"first","affiliation":[{"name":"Laboratory of Information Technology and Modeling LTIM, Faculty of Sciences Ben M’Sik, Hassan II University, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdessamad","family":"Belangour","sequence":"additional","affiliation":[{"name":"Laboratory of Information Technology and Modeling LTIM, Faculty of Sciences Ben M’Sik, Hassan II University, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Allae","family":"Erraissi","sequence":"additional","affiliation":[{"name":"Polydisciplinary Faculty of Sidi Bennour, Chouaib Doukkali University, El Jadida, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.83.1.41"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12524-020-01155-y"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/rs12223776"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3242310"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3189528"},{"key":"ref53","author":"w\u00fcrsch","year":"2017","journal-title":"Google Earth engine image pre-processing tool User guide"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/10106049.2018.1497094"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1080\/2150704X.2018.1452058"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3021052"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1117\/12.2601452"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.pce.2022.103138"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3239756"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3188732"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IMCET53404.2021.9665519"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.10.008"},{"key":"ref51","year":"2023","journal-title":"NDBI-ArcGIS Pro |Documentation"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.4236\/ars.2015.41004"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.06.031"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.rsase.2022.100907"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.ufug.2016.07.001"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24112-8"},{"key":"ref42","volume":"29","author":"wahbi","year":"2023","journal-title":"Remote Sens Appl Soci Environ"},{"key":"ref41","year":"2023","journal-title":"LSIB 2017 Large Scale International Boundary Polygons Simplified |Earth Engine Data Catalog |Google Developers"},{"key":"ref44","article-title":"Accuracy assessment and uncertainty of the 2020 10-meter resolution land use land cover maps at local scale. Case: talassemtane national park, Morocco","author":"chemchaoui","year":"2023","journal-title":"SquareTrade Research"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/rs13245064"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.23953\/cloud.ijarsg.77"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI56818.2022.10041606"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI56818.2022.10041574"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IST50367.2021.9651454"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5120\/21088-3779"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.14445\/22315381\/IJETT-V70I8P221"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI56818.2022.10041487"},{"key":"ref5","first-page":"15","article-title":"A comprehensive study of using remote sensing and geographical information systems for urban planning","volume":"14","author":"ouchra","year":"2022","journal-title":"The Internet in Indonesia"},{"key":"ref40","year":"2023","journal-title":"Landsat 8 Bands |Landsat Science"},{"key":"ref35","year":"2023","journal-title":"Maroc Géographie Physique—LAROUSSE"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/Morgeo49228.2020.9121912"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1111\/rge.12117"},{"key":"ref36","year":"2023","journal-title":"Géographie et Paysages du Maroc |Office National Marocain du Tourisme"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-archives-XLVIII-4-W6-2022-343-2023"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/rs14143253"},{"key":"ref33","article-title":"Multispectral UAV data for detection of weeds in a citrus farm using machine learning and Google Earth Engine: Case study of Morocco","volume":"30","author":"imanni","year":"2023","journal-title":"Remote Sens Appl Soci Environ"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/rs12152411"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1029\/2021JG006697"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11119-017-9510-0"},{"key":"ref39","year":"2023","journal-title":"What are the Band Designations for the Landsat Satellites? | U S Geological Survey"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s12524-015-0460-6"},{"key":"ref24","article-title":"Supervised classification","author":"warf","year":"2014","journal-title":"Encyclopedia of Geography"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99010-1_35"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-6424-2"},{"key":"ref25","year":"2023","journal-title":"Landsat 8 |Landsat Science"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/rs13050876"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2916648"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.11591\/ijece.v9i3.pp1720-1731"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/rs13040586"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"21","DOI":"10.3389\/fnbot.2013.00021","article-title":"Gradient boosting machines, a tutorial","volume":"7","author":"natekin","year":"2013","journal-title":"Frontiers Neurorobot"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/rs11131514"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10177754.pdf?arnumber=10177754","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:35:00Z","timestamp":1691433300000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10177754\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":56,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3293828","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}