{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T12:04:56Z","timestamp":1780920296554,"version":"3.54.1"},"reference-count":44,"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:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"UKRI Global Challenges Research Fund","award":["FF\\1920\\1\\37"],"award-info":[{"award-number":["FF\\1920\\1\\37"]}]},{"DOI":"10.13039\/501100000287","name":"Royal Academy of Engineering","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000287","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000268","name":"Biotechnology and Biological Sciences Research Council","doi-asserted-by":"publisher","award":["BB\\X511985\\1"],"award-info":[{"award-number":["BB\\X511985\\1"]}],"id":[{"id":"10.13039\/501100000268","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Environment Research Council via an IAPETUS2 PhD studentship held by Isundwa Kasiti Felix","award":["NE\/S007431\/1"],"award-info":[{"award-number":["NE\/S007431\/1"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/jstars.2024.3476938","type":"journal-article","created":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T17:50:18Z","timestamp":1728496218000},"page":"19900-19910","source":"Crossref","is-referenced-by-count":8,"title":["Mapping and Monitoring of Water Hyacinth in Lake Victoria Using Polarimetric Radar Data"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9776-0580","authenticated-orcid":false,"given":"Isundwa Kasiti","family":"Felix","sequence":"first","affiliation":[{"name":"University of Stirling, Stirling, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4531-3102","authenticated-orcid":false,"given":"Marino","family":"Armando","sequence":"additional","affiliation":[{"name":"University of Stirling, Stirling, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3004-4517","authenticated-orcid":false,"given":"Morgan David","family":"Simpson","sequence":"additional","affiliation":[{"name":"University of Stirling, Stirling, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9621-8180","authenticated-orcid":false,"given":"Akbari","family":"Vahid","sequence":"additional","affiliation":[{"name":"University of Stirling, Stirling, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8174-0489","authenticated-orcid":false,"given":"Thiago S. F.","family":"Silva","sequence":"additional","affiliation":[{"name":"University of Stirling, Stirling, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aviraj","family":"Datta","sequence":"additional","affiliation":[{"name":"International Crops Research Institute for Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Prabhu G.","family":"Nagendra","sequence":"additional","affiliation":[{"name":"Centre for Research on Aquatic Resources, Sanatana Dharma College, University of Kerala, Alleppey, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gogumalla","family":"Pranuthi","sequence":"additional","affiliation":[{"name":"International Crops Research Institute for Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rupavatharam","family":"Srikanth","sequence":"additional","affiliation":[{"name":"International Crops Research Institute for Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2427.2009.02294.x"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2020.122214","article-title":"Water hyacinth as a biomass: A review","volume":"277","author":"Gaurav","year":"2020","journal-title":"J. Cleaner Prod."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3391\/ai.2008.3.1.8"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1016\/B978-0-12-384719-5.00239-2","article-title":"Globalization effects on common plant species","volume-title":"Encyclopedia of Biodiversity","author":"Stohlgren","year":"2013"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1016\/B978-0-12-384719-5.00251-3","article-title":"Introduced species, impacts and distribution of","volume-title":"Encyclopedia of Biodiversity","author":"Simberloff","year":"2013"},{"key":"ref6","article-title":"Review of the impact of water hyacinth on Lake Victoria: The case of Winam Gulf, Kenya","author":"Wawire","year":"1996"},{"issue":"42","key":"ref7","first-page":"73","article-title":"The rise and fall of water hyacinth in lake victoria and the kagera river basin, 19892001","volume":"42","author":"Albright","year":"2004","journal-title":"J. Aquat. Plant Manage"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.14358\/pers.69.6.695"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fevo.2021.631338"},{"issue":"2","key":"ref10","first-page":"71","article-title":"Using remote sensing and spatial information technologies to detect and map two aquatic macrophytes","volume":"37","author":"Everitt","year":"1999","journal-title":"J. Aquatic Plant Manage."},{"key":"ref11","first-page":"87","article-title":"Water hyacinth mapping in gwydir wetlands using remote sensing techniques","volume-title":"Proc. 19th NSW Biennial Weeds Conf. Papers Experience HighsWorking Smarter Together","author":"Shilpakar","year":"2017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2007.07.036"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/rs6087762"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5721\/ItJRS20084034"},{"issue":"19","key":"ref15","doi-asserted-by":"crossref","DOI":"10.3390\/rs14194921","article-title":"Water quality and water hyacinth monitoring with the Sentinel-2A\/B satellites in Lake Tana (Ethiopia)","volume":"14","author":"Mucheye","year":"2022","journal-title":"Remote Sens."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1201\/b18210-9"},{"issue":"9","key":"ref17","doi-asserted-by":"crossref","first-page":"1998","DOI":"10.1016\/j.rse.2010.04.007","article-title":"Spatial and temporal variability of macrophyte cover and productivity in the eastern amazon floodplain: A remote sensing approach","volume":"114","author":"Silva","year":"2010","journal-title":"Remote Sens. Environ."},{"key":"ref18","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.rse.2011.05.028","article-title":"GMES Sentinel-1 mission","volume":"120","author":"Torres","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9553207"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/01431160500213433"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2157972"},{"issue":"9","key":"ref22","doi-asserted-by":"crossref","DOI":"10.3390\/f14091747","article-title":"Estimation of above-ground biomass for Pinus densata using multi-source time series in shangri-la considering seasonal effects","volume":"14","author":"Chen","year":"2023","journal-title":"Forests"},{"issue":"6","key":"ref23","doi-asserted-by":"crossref","DOI":"10.3390\/f14061086","article-title":"Review of remote sensing-based methods for forest aboveground biomass estimation: Progress, challenges, and prospects","volume":"14","author":"Tian","year":"2023","journal-title":"Forests"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"4607","DOI":"10.18494\/SAM.2021.3590","article-title":"Wetland classification in Poyang Lake using dual-polarization synthetic aperture radar data with feature combination","volume":"33","author":"Zhou","year":"2021","journal-title":"Sensors Mater."},{"key":"ref25","doi-asserted-by":"crossref","first-page":"2303","DOI":"10.5194\/isprs-archives-XLII-3-2303-2018","article-title":"Wetland classification for black duck habitat management using combined polarimetric RADARSAT 2 and SPOT imagery","volume":"42","author":"Zhang","year":"2018","journal-title":"Int. Arch. Photogrammetry, Remote Sens. Spatial Inf. Sci."},{"key":"ref26","first-page":"1","article-title":"Wetland monitoring using ALOS dual-pol SAR interferometry","volume-title":"Proc. 2011 3rd Int. Asia-Pacific Conf. Synthetic Aperture Radar","author":"Kim","year":"2011"},{"key":"ref27","first-page":"239","article-title":"Sedimentation in the Lake Victoria catchment and the Winam Gulf","author":"Masongo","year":"2005"},{"key":"ref28","article-title":"Shoreline, Lake Victoria, vector polygon","author":"Hamilton","year":"2015"},{"key":"ref29","article-title":"Copernicus sentinel data 2022. retrieved from asf daac 10\/11\/2022 processed by ESA","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s13157-015-0666-y"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1201\/9781420054989"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0304-3770(81)90002-4","article-title":"The phenology and growth of water hyacinth (Eichhornia Crassipes (Mart.) solms) in a eutrophic north-central florida lake","volume":"10","author":"Center","year":"1981","journal-title":"Aquatic Botany"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2268853"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2414714"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/36.298008"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.20944\/preprints201911.0393.v1","article-title":"Sentinel-1 SLC preprocessing workflow for polarimetric applications: A generic practice for generating dual-pol covariance matrix elements in SNAP S-1 toolbox","author":"Mandal","year":"2019"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/36.485127"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3113182"},{"key":"ref39","first-page":"1","article-title":"Optimisations for different change models with polarimetric SAR","volume-title":"Proc. 12th Eur. Conf. Synthetic Aperture Radar","author":"Marino","year":"2018"},{"issue":"12","key":"ref40","doi-asserted-by":"crossref","DOI":"10.3390\/rs14122845","article-title":"Detecting water hyacinth infestation in kuttanad, India, using dual-pol Sentinel-1 SAR imagery","volume":"14","author":"Simpson","year":"2022","journal-title":"Remote Sens."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/AMPS.2016.7602853"},{"key":"ref42","article-title":"Planet application program interface: In space for life on Earth","author":"PBC","year":"2018"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3105746"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4609443\/10330207\/10711204.pdf?arnumber=10711204","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:48:06Z","timestamp":1732668486000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10711204\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/jstars.2024.3476938","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}