{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T21:27:13Z","timestamp":1772227633282,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,11]]},"DOI":"10.1109\/igarss47720.2021.9553609","type":"proceedings-article","created":{"date-parts":[[2021,10,13]],"date-time":"2021-10-13T21:49:09Z","timestamp":1634161749000},"page":"258-261","source":"Crossref","is-referenced-by-count":3,"title":["AI Opportunities and Challenges for Crop Type Mapping Using Sentinel-2 and Drone Data"],"prefix":"10.1109","author":[{"given":"Artur","family":"Nowakowski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dario","family":"Spiller","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noelle","family":"Cremer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rogerio","family":"Bonifacio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Marszalek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Garcia-Herranz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pierre Phillipe","family":"Mathieu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Do-Hyung","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2021.102313"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.06.031"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.agsy.2019.01.005"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/rs9121315"},{"key":"ref14","article-title":"Catboost: Unbiased boosting with categorical features","author":"prokhorenkova","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref16","article-title":"Imbalanced-learn: A python toolbox to tackle the curse of imbalanced datasets in machine learning","author":"lema\u00eetre","year":"2017","journal-title":"Journal of Machine Learning Research"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/02757259509532298"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.01.009"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JURSE.2019.8809071"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2017.1297548"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.10.005"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/s20092530"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/rs12121984"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-archives-XLIII-B3-2020-1061-2020"},{"key":"ref2","article-title":"Multi-temporal crop type and field boundary classification with Google Earth Engine","author":"marszalek","year":"2020","journal-title":"Preprints"},{"key":"ref1","article-title":"Trans-fer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture","author":"bosilj","year":"2019","journal-title":"Journal of Field Robotics"},{"key":"ref9","article-title":"What makes ImageNet good for transfer learning?","volume":"abs 1608 8614","author":"huh","year":"2016","journal-title":"CoRR"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.07.011"}],"event":{"name":"IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium","location":"Brussels, Belgium","start":{"date-parts":[[2021,7,11]]},"end":{"date-parts":[[2021,7,16]]}},"container-title":["2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9553015\/9553016\/09553609.pdf?arnumber=9553609","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:47:07Z","timestamp":1652197627000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9553609\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,11]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/igarss47720.2021.9553609","relation":{},"subject":[],"published":{"date-parts":[[2021,7,11]]}}}