{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:50:30Z","timestamp":1775069430981,"version":"3.50.1"},"reference-count":88,"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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2022YFF0711803"],"award-info":[{"award-number":["2022YFF0711803"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42401449"],"award-info":[{"award-number":["42401449"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41921001"],"award-info":[{"award-number":["41921001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42171061"],"award-info":[{"award-number":["42171061"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Innovation Program of the Chinese Academy of Agricultural Sciences"},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2023M743819"],"award-info":[{"award-number":["2023M743819"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tgrs.2025.3532678","type":"journal-article","created":{"date-parts":[[2025,1,22]],"date-time":"2025-01-22T18:52:39Z","timestamp":1737571959000},"page":"1-14","source":"Crossref","is-referenced-by-count":3,"title":["A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2338-1761","authenticated-orcid":false,"given":"Li","family":"Wang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Efficient Utilization of Arable Land in China (the Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences), Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Zhou","sequence":"additional","affiliation":[{"name":"Key Laboratory for Geographical Process Analysis and Simulation of Hubei Province (The College of Urban and Environmental Sciences, Central China Normal University), Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1174-2635","authenticated-orcid":false,"given":"Zehan","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8519-7222","authenticated-orcid":false,"given":"Shangrong","family":"Wu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Efficient Utilization of Arable Land in China (the Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences), Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2015-6072","authenticated-orcid":false,"given":"Lang","family":"Xia","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Efficient Utilization of Arable Land in China (the Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences), Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Zha","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Efficient Utilization of Arable Land in China (the Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences), Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Yang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Efficient Utilization of Arable Land in China (the Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences), Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3297126"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2022.107077"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemosphere.2017.01.103"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemosphere.2019.125592"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2023.130879"},{"issue":"10","key":"ref6","first-page":"3302","article-title":"Hyperspectral estimation of soil lead content based on random frog band selection algorithm","volume":"43","author":"An","year":"2023","journal-title":"Spectrosc. Spectr. Anal."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2019.07.033"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemosphere.2018.06.138"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1021\/es5047099"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2021.112808"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoenv.2023.114689"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2021.151882"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2022.134878"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/05704928.2019.1608110"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2024.112594"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2019.04.109"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2021.10.028"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2023.119196"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2022.132922"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.geodrs.2022.e00540"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2020.123288"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.12.003"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2022.116102"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2019.04.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2021.114981"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.still.2023.105681"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2023.131609"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.physd.2019.132306"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-0912-1"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/S1002-0160(06)60037-4"},{"key":"ref33","first-page":"6490","article-title":"Comprehensive risk assessment of key supervision units of soil pollution in Yangtze River Delta","volume":"43","author":"Ju","year":"2024","journal-title":"China Environ. Sci."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.2136\/sssaj2006.0285"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/00103624.2018.1495732"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcis.2004.12.032"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2016.03.005"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2018.04.019"},{"key":"ref39","article-title":"Monitoring vegetation systems in the Great Plains with ERTS","volume-title":"3rd ERTS Symp","author":"Rouse"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(02)00096-2"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(88)90106-X"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/S0176-1617(11)81633-0"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1078\/0176-1617-00887"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1029\/2005JE002438"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/9781118687963"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.envres.2022.114870"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3026032"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2019.120987"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2020.106801"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-021-01329-3"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2019.105758"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/en10081"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.10.004"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2018.08.026"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoenv.2021.111899"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.trac.2010.05.006"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.2307\/2533516"},{"key":"ref60","volume-title":"China General Environmental Monitoring Station, Background Values for Soil Elements in China","year":"1990"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.17221\/113\/2015-SWR"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2021.118128"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.153759"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3390\/su13031214"},{"key":"ref65","article-title":"Using remote sensing data to identify iron deposits in central western Libya","volume-title":"Int. Conf. Emerg. Trends Comput. Image Process","author":"Alasta"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2020.123931"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s10653-006-9071-z"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.saa.2019.117863"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-34731-6"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2022.120268"},{"key":"ref71","first-page":"949","article-title":"Theoretical basis for differentiation of ferric-iron bearing minerals using Landsat MSS data","volume-title":"Proc. Symp. Remote Sens. Environ., Fort Worth","author":"Donald"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/app9091943"},{"issue":"2","key":"ref73","first-page":"567","article-title":"Hyperspectral inversion and analysis of heavy metal arsenic content in farmland soil based on optimizing CARS combined with PSO-SVM algorithm","volume":"40","author":"Yuan","year":"2020","journal-title":"Spectrosc. Spectr. Anal."},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemosphere.2022.135431"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/s11356-022-19640-x"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2020.140162"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00444-8"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3059968"},{"issue":"3","key":"ref79","first-page":"880","article-title":"Research on prediction model of soil heavy metal Zn content based on XRF-CNN","volume":"41","author":"Chen","year":"2021","journal-title":"Spectrosc. Spectr. Anal."},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/s11368-022-03263-3"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2022.119035"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2019.113566"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2020.114875"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2021.127469"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemosphere.2020.128698"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2022.108716"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2021.145765"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1007\/s11783-019-1216-2"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/10849777.pdf?arnumber=10849777","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,9]],"date-time":"2025-05-09T18:00:16Z","timestamp":1746813616000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10849777\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":88,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3532678","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}