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dc.contributor.authorJiang, Dalinen_UK
dc.contributor.authorScholze, Jorriten_UK
dc.contributor.authorLiu, Xiaohanen_UK
dc.contributor.authorSimis, Stefan G Hen_UK
dc.contributor.authorStelzer, Kerstinen_UK
dc.contributor.authorMüller, Dagmaren_UK
dc.contributor.authorHunter, Peteren_UK
dc.contributor.authorTyler, Andrewen_UK
dc.contributor.authorSpyrakos, Evangelosen_UK
dc.description.abstractThe land-affected signal in remotely sensed radiance from nearshore waters is a common problem for remote sensing, introducing uncertainty in atmospheric correction and subsequent water quality constituent concentration estimates. This study proposes a new method for identifying effects of land on satellite remote sensing of water quality. The new optical water types (OWT) containing the land-affected signal were derived from POLYMER-corrected imagery of the Medium Resolution Imaging Spectrometer in reduced resolution (MERIS RR) and Sentinel-3 Ocean and Land Colour Instrument (OLCI). These were then applied, as part of a larger set of existing OWTs corresponding to the variability observed in natural waters, to satellite images. The ability to identify pixels containing both water and land, and those contaminated with radiance from adjacent land, was evaluated. Our test sites include dark lakes of varying size in Sweden (Lakes Rusken, Bolmen, Ringsjön, and Ivösjön) where the classification showed high sensitivity to land near the lake shore. The land-affected signal is shown to lead to underestimations of chlorophyll-a concentration and Forel-Ule colour indices, and overestimations of turbidity in these lakes, which can be corrected after masking out the land-affected pixels. The land-affected signal is strongest in summer, both NDVI and sun zenith angle covaried with the seasonal variation of land-affected signal. Further, the results confirmed that satellite images with coarser spatial resolution are more prone to land-affected signal compared to images with finer spatial resolution, for small inland water bodies. We propose a data-driven approach for water quality processing with ‘land-affected water types’ as an effective way to improve the lake optical water quality monitoring from water colour sensors.en_UK
dc.publisherElsevier BVen_UK
dc.relationJiang D, Scholze J, Liu X, Simis SG, Stelzer K, Müller D, Hunter P, Tyler A & Spyrakos E (2023) A data driven approach to flag land affected signals in satellite derived water quality from small lakes. <i>International Journal of Applied Earth Observation and Geoinformation</i>, 117, Art. No.: 103188.
dc.rights© 2023 Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (
dc.subjectLand-affected signalen_UK
dc.subjectAdjacency effectsen_UK
dc.subjectOptical water typeen_UK
dc.subjectInland watersen_UK
dc.subjectWater qualityen_UK
dc.titleA data driven approach to flag land affected signals in satellite derived water quality from small lakesen_UK
dc.typeJournal Articleen_UK
dc.citation.jtitleInternational Journal of Applied Earth Observation and Geoinformationen_UK
dc.type.statusVoR - Version of Recorden_UK
dc.contributor.funderEuropean Space Agencyen_UK
dc.contributor.affiliationBiological and Environmental Sciencesen_UK
dc.contributor.affiliationBrockmann Consulten_UK
dc.contributor.affiliationPlymouth Marine Laboratoryen_UK
dc.contributor.affiliationPlymouth Marine Laboratoryen_UK
dc.contributor.affiliationBrockmann Consulten_UK
dc.contributor.affiliationBrockmann Consulten_UK
dc.contributor.affiliationScotland's International Environment Centreen_UK
dc.contributor.affiliationBiological and Environmental Sciencesen_UK
dc.contributor.affiliationBiological and Environmental Sciencesen_UK
rioxxterms.typeJournal Article/Reviewen_UK
local.rioxx.authorJiang, Dalin|en_UK
local.rioxx.authorScholze, Jorrit|en_UK
local.rioxx.authorLiu, Xiaohan|en_UK
local.rioxx.authorSimis, Stefan G H|en_UK
local.rioxx.authorStelzer, Kerstin|en_UK
local.rioxx.authorMüller, Dagmar|en_UK
local.rioxx.authorHunter, Peter|0000-0001-7269-795Xen_UK
local.rioxx.authorTyler, Andrew|0000-0003-0604-5827en_UK
local.rioxx.authorSpyrakos, Evangelos|en_UK
local.rioxx.projectProject ID unknown|European Space Agency|
local.rioxx.filenameA data driven approach to flag land affected signals in satellite derived water quality from small lakes.pdfen_UK
Appears in Collections:Biological and Environmental Sciences Journal Articles

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