{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T14:08:47Z","timestamp":1785420527591,"version":"3.56.0"},"reference-count":101,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42375142"],"award-info":[{"award-number":["42375142"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Open Fund of Innovation Center for FengYun Meteorological Satellite (FYSIC) and \u201cFengYun Application Pioneering Project\u201d","doi-asserted-by":"publisher","award":["FY-APP-ZX-2022.0214"],"award-info":[{"award-number":["FY-APP-ZX-2022.0214"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tgrs.2024.3439333","type":"journal-article","created":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T18:00:35Z","timestamp":1722967235000},"page":"1-17","source":"Crossref","is-referenced-by-count":11,"title":["UFLUX-GPP: A Cost-Effective Framework for Quantifying Daily Terrestrial Ecosystem Carbon Uptake Using Satellite Data"],"prefix":"10.1109","volume":"62","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6899-9920","authenticated-orcid":false,"given":"Songyan","family":"Zhu","sequence":"first","affiliation":[{"name":"School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2348-125X","authenticated-orcid":false,"given":"Jian","family":"Xu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Microwave Remote Sensing Technology, National Space Science Center, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6419-3134","authenticated-orcid":false,"given":"Jingya","family":"Zeng","sequence":"additional","affiliation":[{"name":"Department of Economics, Faculty of Environment, Science and Economy, University of Exeter, Exeter, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Panxing","family":"He","sequence":"additional","affiliation":[{"name":"Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Normal University, Xinxiang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yapeng","family":"Wang","sequence":"additional","affiliation":[{"name":"National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shanning","family":"Bao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Microwave Remote Sensing Technology, National Space Science Center, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Ma","sequence":"additional","affiliation":[{"name":"Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6163-2912","authenticated-orcid":false,"given":"Jiancheng","family":"Shi","sequence":"additional","affiliation":[{"name":"Key Laboratory of Microwave Remote Sensing Technology, National Space Science Center, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.2019.0104"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5194\/essd-14-1917-2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-2351-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.14807"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41559-020-1258-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41558-022-01304-w"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/2016JG003576"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2021.108350"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5194\/bg-6-2001-2009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2009.10.013"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/jgrg.20095"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1002\/2016JG003640"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1029\/2020GB006718"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2023.3298373"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1126\/science.1184984"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.1602244"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/rs9050418"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2020.108092"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5194\/bg-17-1343-2020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.02.016"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/2015JG002997"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2015.07.015"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-00653-5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2740168"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-0912-1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3196843"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02656-4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0534-3"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/9781119646181"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/08941921003671502"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0219-9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1355"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwy108"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3184629"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.103008"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3248180"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.13136"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2018.02.016"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.14729"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2022.108819"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1126\/science.aam5747"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.14297"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.5194\/bg-18-2843-2021"},{"key":"ref44","volume-title":"MCD43A1 MODIS\/Terra+Aqua BRDF\/Albedo model parameters daily L3 global\u2014500m V006","author":"Schaaf","year":"2015"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.5194\/bg-15-5779-2018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2024.2312266"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.2307\/2401901"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.1977.0140"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/0002-1571(72)90045-3"},{"key":"ref50","volume-title":"Advanced Remote Sensing: Terrestrial Information Extraction and Applications","author":"Liang","year":"2019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.2307\/2390165"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2006.12.001"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1029\/2011JG001889"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1029\/2010JG001568"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.06.031"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2021.108777"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2023.109365"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2020.118143"},{"key":"ref59","article-title":"NCEP climate forecast system version 2 (CFSv2) 6-hourly products","author":"Saha","year":"2011"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(96)00021-0"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2022.109440"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.32614\/cran.package.xgboost"},{"key":"ref64","first-page":"3149","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Ke"},{"key":"ref65","first-page":"1","article-title":"CatBoost: Unbiased boosting with categorical features","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Prokhorenkova"},{"key":"ref66","first-page":"434","article-title":"FLAML: A fast and lightweight automl library","volume-title":"Proc. 4th MLSys Conf.","author":"Wang"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1029\/2022MS003099"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.aml.2021.107262"},{"key":"ref71","article-title":"Understanding ecosystem carbon and energy dynamics using multi-source observation and machine learning","author":"Zhu","year":"2023"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.03.009"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-15-6637-2022"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref76","volume-title":"A Brief Practical Guide to Eddy Covariance Flux Measurements: Principles and Workflow Examples for Scientific and Industrial Applications","author":"Burba","year":"2010"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/S0168-1923(02)00021-7"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.2307\/2389824"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2486.2005.001002.x"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2486.2009.02041.x"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.5194\/bg-13-4291-2016"},{"key":"ref82","article-title":"User guide to collection 6 MODIS land cover (MCD12Q1 and MCD12C1) product","author":"Sulla-Menashe","year":"2018"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1117\/12.2239426"},{"key":"ref84","article-title":"NOAA climate data record (CDR) of leaf area index (LAI) and fraction of absorbed photosynthetically active radiation (FAPAR) version 4","author":"Claverie","year":"2014"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.5194\/essd-12-1101-2020"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2019.107826"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1029\/2012JD018087"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1029\/2021JG006240"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1029\/2010JG001562"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.12822"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2021.146965"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1111\/nph.17920"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.13200"},{"key":"ref94","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref95","first-page":"1877","article-title":"Language models are few-shot learners","volume-title":"Proc. 34th Int. Conf. Neural Inf. Process. Syst.","author":"Brown"},{"key":"ref96","first-page":"1805","article-title":"Early-stopped neural networks are consistent","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Ji"},{"key":"ref97","first-page":"507","article-title":"Why do tree-based models still outperform deep learning on typical tabular data?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Grinsztajn"},{"key":"ref98","volume-title":"Deep Learning With Keras","author":"Gulli","year":"2017"},{"key":"ref99","article-title":"Deep learning using rectified linear units (ReLU)","author":"Fred Agarap","year":"2018","journal-title":"arXiv:1803.08375"},{"key":"ref100","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2023.109675"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10354519\/10623673.pdf?arnumber=10623673","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,27]],"date-time":"2024-12-27T19:19:31Z","timestamp":1735327171000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10623673\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":101,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2024.3439333","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}