{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T20:14:11Z","timestamp":1780690451547,"version":"3.54.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/jstars.2025.3621068","type":"journal-article","created":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T17:40:26Z","timestamp":1760463626000},"page":"26613-26625","source":"Crossref","is-referenced-by-count":1,"title":["AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6352-8625","authenticated-orcid":false,"given":"Julia","family":"W\u0105sala","sequence":"first","affiliation":[{"name":"Leiden Institute for Advanced Computer Science (LIACS), Leiden University, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8118-0311","authenticated-orcid":false,"given":"Joannes D.","family":"Maasakkers","sequence":"additional","affiliation":[{"name":"SRON Space Research Organisation Netherlands, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1768-3592","authenticated-orcid":false,"given":"Berend J.","family":"Schuit","sequence":"additional","affiliation":[{"name":"SRON Space Research Organisation Netherlands, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gijs","family":"Leguijt","sequence":"additional","affiliation":[{"name":"SRON Space Research Organisation Netherlands, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2198-0768","authenticated-orcid":false,"given":"Ilse","family":"Aben","sequence":"additional","affiliation":[{"name":"SRON Space Research Organisation Netherlands, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2905-0154","authenticated-orcid":false,"given":"Rochelle","family":"Schneider","sequence":"additional","affiliation":[{"name":"&#x03A6;-Lab, ESA-ESRIN, Frascati, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0629-0099","authenticated-orcid":false,"given":"Holger","family":"Hoos","sequence":"additional","affiliation":[{"name":"Leiden Institute for Advanced Computer Science (LIACS), Leiden University, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1279-9310","authenticated-orcid":false,"given":"Mitra","family":"Baratchi","sequence":"additional","affiliation":[{"name":"Leiden Institute for Advanced Computer Science (LIACS), Leiden University, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-23-9071-2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1029\/2022MS003099"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2023.113761"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/rs14153565"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05318-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10726-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19803-8_18"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3058764"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01341"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.11.014"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3339522"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3016820"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.11.011"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2018.2876357"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5194\/essd-15-113-2023"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2025.127034"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330648"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86517-7_28"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/rs16030443"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9555029"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3193273"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2025.3545831"},{"key":"ref27","first-page":"1437","article-title":"BOHB: Robust and efficient hyperparameter optimization at scale","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","volume":"80","author":"Falkner","year":"2018"},{"issue":"1","key":"ref28","first-page":"6765","article-title":"Hyperband: A novel bandit-based approach to hyperparameter optimization","volume":"18","author":"Li","year":"2017","journal-title":"J. Mach. Learn. Res."},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.09.027"},{"key":"ref30","article-title":"Algorithm Theoretical Baseline Document for Sentinel-5 Precursor methane Retrieva","author":"Hasekamp","year":"2022"},{"key":"ref31","article-title":"Algorithm theoretical baseline document for sentinel-5 precursor: Carbon monoxide total column retrieval","author":"Landgraf","year":"2018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5194\/amt-14-665-2021"},{"key":"ref33","article-title":"Training datasets with manually labeled TROPOMI data for Machine Learning models","author":"Schuit","year":"2025"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3133\/ofr20111073"},{"key":"ref35","article-title":"Algorithm theoretical baseline document for sentinel-5 precursor cloud processor","author":"Siddans","year":"2016"},{"key":"ref36","article-title":"Modis\/terra aqua land cover type yearly l3 global 500m sin grid v061","author":"Friedl","year":"2022"},{"key":"ref37","article-title":"Modis\/terra land water mask derived from modis and srtm l3 global 250m sin grid v061","author":"Carroll","year":"2024"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/qj.3803"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.5194\/acp-23-8899-2023"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.102926"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-020-05943-y"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2020.2964708"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2021.3089174"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-26313-2_33"},{"key":"ref45","first-page":"42691","article-title":"Postition: Mission Criticalsatellite data is a distinct modality in machine learning","volume-title":"Proc. 41st Int. Conf. Mach. Learn.","author":"Rolf","year":"2024"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref47","article-title":"Massively parallel hyperparameter tuning","author":"Li","year":"2018"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.5555\/3291168.3291210"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref50","article-title":"Decoupled weight decay regularization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Loshchilov","year":"2019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1017\/9781009157896"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1021\/acs.est.5b00133"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1126\/science.abj4351"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00612"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.7000"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4609443\/10766875\/11202688.pdf?arnumber=11202688","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T19:39:20Z","timestamp":1780688360000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11202688\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/jstars.2025.3621068","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}