{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T16:56:33Z","timestamp":1779382593812,"version":"3.53.1"},"reference-count":79,"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 J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/jstars.2023.3294107","type":"journal-article","created":{"date-parts":[[2023,7,13]],"date-time":"2023-07-13T17:25:29Z","timestamp":1689269129000},"page":"6758-6775","source":"Crossref","is-referenced-by-count":10,"title":["Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3762-8929","authenticated-orcid":false,"given":"Giulio","family":"Weikmann","sequence":"first","affiliation":[{"name":"University of Trento, Trento, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5038-6373","authenticated-orcid":false,"given":"Daniele","family":"Marinelli","sequence":"additional","affiliation":[{"name":"Fondazione Edmund Mach, San Michele All'Adige, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7189-6268","authenticated-orcid":false,"given":"Claudia","family":"Paris","sequence":"additional","affiliation":[{"name":"University of Twente, Enschede, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9089-6274","authenticated-orcid":false,"given":"Silke","family":"Migdall","sequence":"additional","affiliation":[{"name":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eva","family":"Gleisberg","sequence":"additional","affiliation":[{"name":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1907-9076","authenticated-orcid":false,"given":"Florian","family":"Appel","sequence":"additional","affiliation":[{"name":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Heike","family":"Bach","sequence":"additional","affiliation":[{"name":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jim","family":"Dowling","sequence":"additional","affiliation":[{"name":"Logical Clocks, Stockholm, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6036-459X","authenticated-orcid":false,"given":"Lorenzo","family":"Bruzzone","sequence":"additional","affiliation":[{"name":"University of Trento, Trento, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5194\/hess-21-3879-2017"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2018.2890023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1117\/1.JRS.11.042609"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2021.3136100"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2016.2598228"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cofs.2020.11.006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/rs11141684"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/rs10010114"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/rs2041177"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3021052"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2021.3087029"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.landusepol.2020.104950"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11119-009-9104-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2015.7326699"},{"key":"ref15","article-title":"Parameterisation of the land surface reflectance model SLC for winter rape using spaceborne hyperspectral CHRIS data","volume-title":"Proc. Hyperspectral Workshop","author":"Migdall","year":"2010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/rs13173523"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/rs14030541"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/rs12213523"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2019.02.009"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2953652"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.10.005"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/9780470665480.ch10"},{"key":"ref23","article-title":"Land use and coverage area frame survey","year":"2021"},{"key":"ref24","article-title":"From parcel to continental scaleA first European crop type map based on Sentinel-1 and LUCAS copernicus in-situ observations","volume-title":"Remote Sens. Environ.","volume":"266","author":"DAndrimont","year":"2021"},{"key":"ref25","first-page":"1","article-title":"Breizhcrops: A satellite time series dataset for crop type identification","volume-title":"Proc. Int. Conf. Mach. Learn. Time Series Workshop","volume":"3","author":"Ruwurm","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01199"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.06.006"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/iigi7040129"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3064878"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/rs11050523"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/0002-1571(81)90032-7"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2017.04.016"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/01431169308954010"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/rs5105265"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.2991\/iset-15.2015.6"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s11119-017-9512-y"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/w11030443"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0249351"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(92)90059-S"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/rs8070557"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2016.07.028"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1093\/jxb\/erab255"},{"key":"ref45","article-title":"Analyses of CHRIS data of the aquiferex test-sites in Tunisia applying radiative transfer models","volume-title":"Proc. Envisat Symp.","author":"Bach","year":"2007"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2006.12.013"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3390\/rs70403934"},{"key":"ref48","first-page":"198","article-title":"Water use efficiency of selected crops in the Romanian plainmodel studies using Sentinel-2 satellite images","volume":"7","author":"Probst","year":"2018","journal-title":"Sci. Papers, Ser. E, Land Reclamation, Earth Observ. Surv., Environ. Eng."},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/engproc2021009042"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2014.978038"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1117\/12.2574383"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3073965"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/agriculture10100483"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1080\/15481603.2019.1628412"},{"key":"ref55","article-title":"Pan-high resolution layers","year":"2021"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1117\/12.2600559"},{"key":"ref57","first-page":"3320","article-title":"How transferable are features in deep neural networks?","volume-title":"Proc. 27th Int. Conf. Neural Inf. Process. Syst.","author":"Yosinski","year":"2014"},{"key":"ref58","article-title":"A biophysically based coupled model approach for the assessment of canopy processes under climate change conditions","author":"Hank","year":"2008"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2009.07.046"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-1694(01)00492-9"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms9946"},{"key":"ref62","first-page":"214","article-title":"Using harmonic analysis of green Lai time series obtained from Sentinel-2 imagery for daily representation of crop growth in a hydro-agroecological model","volume-title":"Proc. Publikationen der Deutschen Gesellschaft fr Photogrammetrie, Fernerkundung und Geoinformation eV","author":"Graf","year":"2019"},{"key":"ref63","article-title":"Invekos schlge sterreich","year":"2021"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9553603"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2022.04.018"},{"key":"ref66","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/978-3-319-65633-5_12","article-title":"Sustainable agriculture and smart farming","volume-title":"Earth Observation Open Science and Innovation (ISSI Scientific Report Series)","author":"Bach","year":"2018"},{"issue":"21","key":"ref67","first-page":"1","article-title":"Satellitengesttzte ertragserhebung","author":"Bach","year":"2016"},{"key":"ref68","first-page":"192","article-title":"Virtual water valuesA project for global and regional assessment of agricultural yields and water use efficiency","volume":"7","author":"Mauser","year":"2018","journal-title":"Sci. Papers, Ser. E, Land Reclamation, Earth Observ. Surv., Environ. Eng."},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2018.8519017"},{"key":"ref70","first-page":"42","article-title":"Good practices for estimating area and assessing accuracy of land change","volume-title":"Remote Sens. Environ.","volume":"148","author":"Olofsson","year":"2014"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-1694(98)00291-1"},{"key":"ref72","first-page":"2021","article-title":"Cropharvest: A global dataset for crop-type classification","volume-title":"Proc. 35th Conf. Neural Inf. Process. Syst. Datasets Benchmarks Track (Round 2)","author":"Tseng"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.gfs.2021.100558"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2021.112708"},{"key":"ref76","volume-title":"Crop Production in EU Standard Humidity by NUTS 2 Regions","year":"2023"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/s41651-022-00126-w"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01307-4"},{"key":"ref79","first-page":"125","article-title":"EuroCrops: A PAN-European dataset for time series crop type classification","volume-title":"Proc. Conf. Big Data Space","author":"Schneider","year":"2021"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1071\/FP02076"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/9973430\/10183850.pdf?arnumber=10183850","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,12]],"date-time":"2024-04-12T06:38:33Z","timestamp":1712903913000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10183850\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":79,"URL":"https:\/\/doi.org\/10.1109\/jstars.2023.3294107","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}