Matches in SemOpenAlex for { <https://semopenalex.org/work/W2024447937> ?p ?o ?g. }
- W2024447937 endingPage "575" @default.
- W2024447937 startingPage "562" @default.
- W2024447937 abstract "Remote estimation of chlorophyll-a (chl-a) in complex freshwaters remains a challenging problem due to the rapid spatial variability and wide range as influenced by terrestrial constituents. A controversial issue is whether or not 2-B models possess sufficient wavelength information for accurately estimating Chl-a concentrations from remote sensing data for freshwater environments. This study introduced a systemic approach and proved that adding additional wavelength information to 2-B model could not significantly improve the estimation of freshwater chl-a, but acted to increase model uncertainty. This convincing solution was based on a large synthetic data set (38 937 samples) combined with a set of in situ data (51 samples) collected in three cruises in Lake Huron. The synthetic data set has two distinct features: 1) large data items and 2) covers a broad range of chl-a (0-1000 mg/m <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>3</sup> ), colored dissolved organic matter (CDOM) (0-50 m <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>-1</sup> ), and NAP (nonalgal particles) (0-500 mg/l). Additionally, this study reveals how hyperspectral wavelength selection, number of bands, bandwidth, and parameter calibration are associated with the uncertainty in remote sensing of chl-a. The systematic analysis approach was used to evaluate 34 chl-a algorithms by using optimal location and number of wavelengths as well as calibrated parameters. The study introduced a set of new 2-B, 3-B, and 4-B models derived also from using optimized parameters, suggested wavelengths, and bands available in MERIS and MODIS satellite images. Validation results demonstrated that these models are suitable to general freshwater environments because of broad ranges of biochemical and physical properties in both synthetic and in situ data." @default.
- W2024447937 created "2016-06-24" @default.
- W2024447937 creator A5010184846 @default.
- W2024447937 creator A5017769921 @default.
- W2024447937 creator A5045694659 @default.
- W2024447937 creator A5058189055 @default.
- W2024447937 creator A5072825490 @default.
- W2024447937 date "2015-02-01" @default.
- W2024447937 modified "2023-10-15" @default.
- W2024447937 title "Issues and Potential Improvement of Multiband Models for Remotely Estimating Chlorophyll-a in Complex Inland Waters" @default.
- W2024447937 cites W1969753304 @default.
- W2024447937 cites W1994689062 @default.
- W2024447937 cites W1998860970 @default.
- W2024447937 cites W2007101051 @default.
- W2024447937 cites W2026440158 @default.
- W2024447937 cites W2042040410 @default.
- W2024447937 cites W2043546813 @default.
- W2024447937 cites W2062100188 @default.
- W2024447937 cites W2063012028 @default.
- W2024447937 cites W2068702613 @default.
- W2024447937 cites W2074665854 @default.
- W2024447937 cites W2083384518 @default.
- W2024447937 cites W2089048406 @default.
- W2024447937 cites W2093158142 @default.
- W2024447937 cites W2094825746 @default.
- W2024447937 cites W2103563654 @default.
- W2024447937 cites W2111687550 @default.
- W2024447937 cites W2129932080 @default.
- W2024447937 cites W2131713496 @default.
- W2024447937 cites W2132388458 @default.
- W2024447937 cites W2148068748 @default.
- W2024447937 cites W2151460531 @default.
- W2024447937 cites W2168956990 @default.
- W2024447937 cites W2171858547 @default.
- W2024447937 cites W2321808968 @default.
- W2024447937 cites W2476371863 @default.
- W2024447937 cites W2599835997 @default.
- W2024447937 cites W339356786 @default.
- W2024447937 doi "https://doi.org/10.1109/jstars.2014.2360872" @default.
- W2024447937 hasPublicationYear "2015" @default.
- W2024447937 type Work @default.
- W2024447937 sameAs 2024447937 @default.
- W2024447937 citedByCount "11" @default.
- W2024447937 countsByYear W20244479372016 @default.
- W2024447937 countsByYear W20244479372017 @default.
- W2024447937 countsByYear W20244479372018 @default.
- W2024447937 countsByYear W20244479372019 @default.
- W2024447937 countsByYear W20244479372020 @default.
- W2024447937 countsByYear W20244479372021 @default.
- W2024447937 countsByYear W20244479372022 @default.
- W2024447937 crossrefType "journal-article" @default.
- W2024447937 hasAuthorship W2024447937A5010184846 @default.
- W2024447937 hasAuthorship W2024447937A5017769921 @default.
- W2024447937 hasAuthorship W2024447937A5045694659 @default.
- W2024447937 hasAuthorship W2024447937A5058189055 @default.
- W2024447937 hasAuthorship W2024447937A5072825490 @default.
- W2024447937 hasBestOaLocation W20244479372 @default.
- W2024447937 hasConcept C105795698 @default.
- W2024447937 hasConcept C11413529 @default.
- W2024447937 hasConcept C120665830 @default.
- W2024447937 hasConcept C121332964 @default.
- W2024447937 hasConcept C127313418 @default.
- W2024447937 hasConcept C135009316 @default.
- W2024447937 hasConcept C142796444 @default.
- W2024447937 hasConcept C154945302 @default.
- W2024447937 hasConcept C159078339 @default.
- W2024447937 hasConcept C165838908 @default.
- W2024447937 hasConcept C177264268 @default.
- W2024447937 hasConcept C185592680 @default.
- W2024447937 hasConcept C18903297 @default.
- W2024447937 hasConcept C199360897 @default.
- W2024447937 hasConcept C2778902199 @default.
- W2024447937 hasConcept C2780892065 @default.
- W2024447937 hasConcept C33923547 @default.
- W2024447937 hasConcept C39432304 @default.
- W2024447937 hasConcept C41008148 @default.
- W2024447937 hasConcept C55493867 @default.
- W2024447937 hasConcept C58489278 @default.
- W2024447937 hasConcept C6260449 @default.
- W2024447937 hasConcept C62649853 @default.
- W2024447937 hasConcept C86803240 @default.
- W2024447937 hasConceptScore W2024447937C105795698 @default.
- W2024447937 hasConceptScore W2024447937C11413529 @default.
- W2024447937 hasConceptScore W2024447937C120665830 @default.
- W2024447937 hasConceptScore W2024447937C121332964 @default.
- W2024447937 hasConceptScore W2024447937C127313418 @default.
- W2024447937 hasConceptScore W2024447937C135009316 @default.
- W2024447937 hasConceptScore W2024447937C142796444 @default.
- W2024447937 hasConceptScore W2024447937C154945302 @default.
- W2024447937 hasConceptScore W2024447937C159078339 @default.
- W2024447937 hasConceptScore W2024447937C165838908 @default.
- W2024447937 hasConceptScore W2024447937C177264268 @default.
- W2024447937 hasConceptScore W2024447937C185592680 @default.
- W2024447937 hasConceptScore W2024447937C18903297 @default.
- W2024447937 hasConceptScore W2024447937C199360897 @default.
- W2024447937 hasConceptScore W2024447937C2778902199 @default.
- W2024447937 hasConceptScore W2024447937C2780892065 @default.
- W2024447937 hasConceptScore W2024447937C33923547 @default.