{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T11:47:30Z","timestamp":1770896850837,"version":"3.50.1"},"reference-count":73,"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"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41930109"],"award-info":[{"award-number":["41930109"]}],"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":["42271487"],"award-info":[{"award-number":["42271487"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"R&amp;D Program of Beijing Municipal Education Commission"},{"name":"Research and Development of Multimodal Large Model for Geographical Science"},{"name":"Neural Networks"},{"name":"Capital Normal University Undergraduate Research"}],"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.2025.3617083","type":"journal-article","created":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T17:39:50Z","timestamp":1759426790000},"page":"25770-25780","source":"Crossref","is-referenced-by-count":1,"title":["Research on Stacking Ensemble Learning-Based Remote Sensing Retrieval of Total Phosphorus Concentration in Poyang Lake and Its Multidimensional Driving Mechanisms"],"prefix":"10.1109","volume":"18","author":[{"given":"Luanbin","family":"Yin","sequence":"first","affiliation":[{"name":"Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, MOE and Beijing Laboratory of Water Resources Security, Capital Normal University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0379-227X","authenticated-orcid":false,"given":"Che","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, MOE and Beijing Laboratory of Water Resources Security, Capital Normal University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9921-155X","authenticated-orcid":false,"given":"Xuejun","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, MOE and Beijing Laboratory of Water Resources Security, Capital Normal University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"4","key":"ref1","first-page":"449","article-title":"Remote sensing inversion of total phosphorus concentration and its spatiotemporal characteristics in Danjiangkou reservoir","volume":"35","author":"Wang","year":"2019","journal-title":"South China Geol. Mineral Resour."},{"issue":"7","key":"ref2","first-page":"1642","article-title":"Comparison of hyperspectral estimation models for total phosphorus and total nitrogen in Baiyangdian water bodies","volume":"27","author":"Chen","year":"2023","journal-title":"J. Remote Sens."},{"issue":"4","key":"ref3","first-page":"105","article-title":"Remote sensing inversion of total phosphorus mass concentration in reservoir water bodies based on Landsat satellite images","volume":"36","author":"Wang","year":"2017","journal-title":"J. Irrigation Drainage"},{"issue":"8","key":"ref4","first-page":"18","article-title":"Remote sensing inversion of total phosphorus concentration based on high-resolution remote sensing images","volume":"47","author":"Wu","year":"2024","journal-title":"Surv. Mapping Spatial Geogr."},{"issue":"3","key":"ref5","first-page":"224","article-title":"Remote sensing inversion of total phosphorus concentration in Gutian reservoir based on BP -SVR hybrid model","volume":"42","author":"Wu","year":"2023","journal-title":"Fujian Geol."},{"issue":"5","key":"ref6","first-page":"240","article-title":"Remote sensing inversion of total phosphorus concentration in Hongfeng Lake, Qingzhen city based on hyperspectral satellite images","volume":"23","author":"Chen","year":"2023","journal-title":"Technol. Ind."},{"issue":"3","key":"ref7","first-page":"862","article-title":"Remote sensing inversion of total phosphorus concentration in Lake Tai based on GOCI data and its diurnal variation","volume":"37","author":"Du","year":"2016","journal-title":"Environ. Sci."},{"issue":"3","key":"ref8","first-page":"32","article-title":"A review of random forest methods","volume":"26","author":"Fang","year":"2011","journal-title":"Statist. Inf. Forum"},{"key":"ref9","volume-title":"Deep Understanding of Xgboost","author":"He","year":"2022"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.11922\/11-6035.csd.2023.0075.zh"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2025.129990"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fenvs.2025.1577298"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/15481603.2022.2122117"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00484-025-02902-x"},{"issue":"8","key":"ref15","first-page":"6892","article-title":"Two-stage data augmentation for remote sensing image classification with limited samples","volume":"59","author":"Zhang","year":"2021","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref16","article-title":"Parameterized spectral augmentation for hyperspectral data with small sample sizes","volume":"246","author":"Li","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref17","first-page":"343","article-title":"Robust water quality inversion via generative adversarial networks and ensemble learning","volume":"188","author":"Wang","year":"2022","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref18","article-title":"Enhancing spatial-temporal consistency in remote sensing data augmentation","volume":"122","author":"Chen","year":"2023","journal-title":"Int. J. Appl. Earth Observ. Geoinf."},{"issue":"12","key":"ref19","first-page":"2345","article-title":"Validation of synthetic data in remote sensing: A KS-test based approach","volume":"17","author":"Smith","year":"2020","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/rs9070761"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1515\/9781400881970-018"},{"key":"ref22","article-title":"Action plan for water pollution prevention and control (water ten) [EB\/OL]","year":"2015"},{"issue":"4","key":"ref23","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.18307\/2024.0425","article-title":"Phosphorus fractionation characteristics and release risk analysis in sediments of the Ganjiang River (Nanchang section) in the Poyang Lake Basin","volume":"36","author":"Xiang","year":"2024","journal-title":"J. Lake Sci."},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/rs14246284"},{"issue":"11","key":"ref25","first-page":"3056","article-title":"Algorithm of inland water retrieval based on spectral matching","volume":"30","author":"Shuo","year":"2010","journal-title":"Guang Pu Xue Yu Guang Pu Fen Xi  Guang Pu"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/w15020354"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jwpe.2025.107511"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2024.122794"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s00343-024-4074-0"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2024.102729"},{"issue":"7","key":"ref31","first-page":"1988","article-title":"Effects of migratory birds activities on the stoichiometry of soil carbon, nitrogen and phosphorus in a carex-dominated wetland of Poyang Lake","volume":"35","author":"Yao","year":"2024","journal-title":"Ying Yong Sheng Tai Xue Bao  Chin. J. Appl. Ecol."},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s11269-024-03915-8"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/su16083355"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/atmos15040428"},{"issue":"3","key":"ref35","doi-asserted-by":"crossref","first-page":"171","DOI":"10.3176\/earth.2013.14","article-title":"Spatio-temporal variability of surface sediment phosphorus fractions and water phosphorus concentration in lake peipsi (Estonia\/Russia)","volume":"62","author":"Mihkel","year":"2013","journal-title":"Estonian J. Earth Sci."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s12524-025-02149-4"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/app14188264"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1051\/e3sconf\/202014302007"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/10095020.2016.1258201"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2025.114723"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3389\/frsen.2025.1549119"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/rs15164061"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/rs15133335"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3389\/feart.2023.1125837"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11356-022-22136-3"},{"issue":"21","key":"ref46","article-title":"Comparative analysis of machine learning algorithms in automatic identification and extraction of water boundaries","volume":"11","author":"Aimin","year":"2021","journal-title":"Appl. Sci."},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2020.106409"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s13351-020-9143-5"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899x\/730\/1\/012050"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s12665-019-8667-4"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/eorsa.2016.7552780"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/jcsse58229.2023.10202046"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/iccpct58313.2023.10245431"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/lgrs.2021.3070437"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/rsete.2011.5965273"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/piers-fall48861.2019.9021303"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.3390\/rs15235578"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3390\/rs14051267"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3390\/rs14184596"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3390\/rs17020265"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2025.3526207"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2024.3402963"},{"issue":"7","key":"ref63","first-page":"3186","article-title":"Characteristics of phosphorus source transport and its ecological effects in multi-scale watersheds of Poyang Lake","volume":"41","author":"Shuoyue","year":"2020","journal-title":"Environ. Sci."},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1080\/02626667.2017.1372856"},{"issue":"6","key":"ref65","doi-asserted-by":"crossref","first-page":"893","DOI":"10.12677\/aep.2025.156100","article-title":"Correlation analysis and principal component analysis of water quality monitoring indicators in the Liao River basin","volume":"15","author":"Xiaoang","year":"2025","journal-title":"Adv. Environ. Protection"},{"issue":"5","key":"ref66","first-page":"490","article-title":"Quantitative analysis of natural and social driving factors for changes in nitrogen and phosphorus concentrations in typical lakes of the Yangtze River basin from 2000 to 2022","volume":"45","author":"Yiwen","year":"2025","journal-title":"Acta Scientiae Circumstantiae"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.18307\/2024.0612"},{"key":"ref68","article-title":"Monitoring the particulate phosphorus concentration of inland waters on the Yangtze plain and understanding its relationship with driving factors based on OLCI data","volume":"809","author":"Shuai","year":"2021","journal-title":"Sci. Total Environ."},{"key":"ref69","article-title":"Long-term dynamics and drivers of particulate phosphorus concentration in eutrophic lake Chaohu, China","volume":"221","author":"Shuai","year":"2023","journal-title":"Environ. Res."},{"issue":"6","key":"ref70","first-page":"68","article-title":"Characteristics of atmospheric nitrogen and phosphorus wet deposition in Erhai Lake and estimation of lake input load","volume":"53","author":"Mingyu","year":"2022","journal-title":"Yangtze River"},{"issue":"1","key":"ref71","first-page":"46","article-title":"Impact of water level on phosphorus release from sediments in Poyang Lake and suggestions on total phosphorus assessment","volume":"54","author":"Hong","year":"2023","journal-title":"Yangtze River"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1038\/s41561-021-00887-x"},{"key":"ref73","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","volume":"30","author":"Lundberg"}],"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\/11189976.pdf?arnumber=11189976","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T17:09:28Z","timestamp":1761066568000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11189976\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":73,"URL":"https:\/\/doi.org\/10.1109\/jstars.2025.3617083","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}