Matches in SemOpenAlex for { <https://semopenalex.org/work/W3005899814> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3005899814 endingPage "1476" @default.
- W3005899814 startingPage "1476" @default.
- W3005899814 abstract "Soil arsenic (AS) contamination has attracted a great deal of attention because of its detrimental effects on environments and humans. AS and inorganic AS compounds have been classified as a class of carcinogens by the World Health Organization. In order to select a high-precision method for predicting the soil AS content using hyperspectral techniques, we collected 90 soil samples from six different land use types to obtain the soil AS content by chemical analysis and hyperspectral data based on an indoor hyperspectral experiment. A partial least squares regression (PLSR), a support vector regression (SVR), and a back propagation neural network (BPNN) were used to establish a relationship between the hyperspectral and the soil AS content to predict the soil AS content. In addition, the feasibility and modeling accuracy of different interval spectral resampling, different spectral pretreatment methods, feature bands, and full-band were compared and discussed to explore the best inversion method for estimating soil AS content by hyperspectral. The results show that 10 nm + second derivative (SD) + BPNN is the optimum method to predict soil AS content estimation; R v 2 is 0.846 and residual predictive deviation (RPD) is 2.536. These results can expand the representativeness and practicability of the model to a certain extent and provide a scientific basis and technical reference for soil pollution monitoring." @default.
- W3005899814 created "2020-02-24" @default.
- W3005899814 creator A5011865089 @default.
- W3005899814 creator A5029598460 @default.
- W3005899814 creator A5034590533 @default.
- W3005899814 creator A5050306506 @default.
- W3005899814 creator A5053453125 @default.
- W3005899814 creator A5070149523 @default.
- W3005899814 date "2020-02-17" @default.
- W3005899814 modified "2023-10-17" @default.
- W3005899814 title "Estimating Soil Arsenic Content with Visible and Near-Infrared Hyperspectral Reflectance" @default.
- W3005899814 cites W1487726742 @default.
- W3005899814 cites W1968894504 @default.
- W3005899814 cites W1971835114 @default.
- W3005899814 cites W1985931804 @default.
- W3005899814 cites W1987760411 @default.
- W3005899814 cites W1996239237 @default.
- W3005899814 cites W2001569762 @default.
- W3005899814 cites W2008392408 @default.
- W3005899814 cites W2013290860 @default.
- W3005899814 cites W2013665199 @default.
- W3005899814 cites W2029437936 @default.
- W3005899814 cites W2038032380 @default.
- W3005899814 cites W2098893274 @default.
- W3005899814 cites W2143572762 @default.
- W3005899814 cites W2177772562 @default.
- W3005899814 cites W2293027586 @default.
- W3005899814 cites W2883827111 @default.
- W3005899814 cites W2890296937 @default.
- W3005899814 cites W2908994269 @default.
- W3005899814 cites W2955229389 @default.
- W3005899814 doi "https://doi.org/10.3390/su12041476" @default.
- W3005899814 hasPublicationYear "2020" @default.
- W3005899814 type Work @default.
- W3005899814 sameAs 3005899814 @default.
- W3005899814 citedByCount "14" @default.
- W3005899814 countsByYear W30058998142020 @default.
- W3005899814 countsByYear W30058998142021 @default.
- W3005899814 countsByYear W30058998142022 @default.
- W3005899814 countsByYear W30058998142023 @default.
- W3005899814 crossrefType "journal-article" @default.
- W3005899814 hasAuthorship W3005899814A5011865089 @default.
- W3005899814 hasAuthorship W3005899814A5029598460 @default.
- W3005899814 hasAuthorship W3005899814A5034590533 @default.
- W3005899814 hasAuthorship W3005899814A5050306506 @default.
- W3005899814 hasAuthorship W3005899814A5053453125 @default.
- W3005899814 hasAuthorship W3005899814A5070149523 @default.
- W3005899814 hasBestOaLocation W30058998141 @default.
- W3005899814 hasConcept C105795698 @default.
- W3005899814 hasConcept C159078339 @default.
- W3005899814 hasConcept C159390177 @default.
- W3005899814 hasConcept C159750122 @default.
- W3005899814 hasConcept C205649164 @default.
- W3005899814 hasConcept C22354355 @default.
- W3005899814 hasConcept C33923547 @default.
- W3005899814 hasConcept C39432304 @default.
- W3005899814 hasConcept C50516716 @default.
- W3005899814 hasConcept C5457282 @default.
- W3005899814 hasConcept C62649853 @default.
- W3005899814 hasConceptScore W3005899814C105795698 @default.
- W3005899814 hasConceptScore W3005899814C159078339 @default.
- W3005899814 hasConceptScore W3005899814C159390177 @default.
- W3005899814 hasConceptScore W3005899814C159750122 @default.
- W3005899814 hasConceptScore W3005899814C205649164 @default.
- W3005899814 hasConceptScore W3005899814C22354355 @default.
- W3005899814 hasConceptScore W3005899814C33923547 @default.
- W3005899814 hasConceptScore W3005899814C39432304 @default.
- W3005899814 hasConceptScore W3005899814C50516716 @default.
- W3005899814 hasConceptScore W3005899814C5457282 @default.
- W3005899814 hasConceptScore W3005899814C62649853 @default.
- W3005899814 hasFunder F4320335595 @default.
- W3005899814 hasIssue "4" @default.
- W3005899814 hasLocation W30058998141 @default.
- W3005899814 hasLocation W30058998142 @default.
- W3005899814 hasLocation W30058998143 @default.
- W3005899814 hasOpenAccess W3005899814 @default.
- W3005899814 hasPrimaryLocation W30058998141 @default.
- W3005899814 hasRelatedWork W1928576716 @default.
- W3005899814 hasRelatedWork W2002304416 @default.
- W3005899814 hasRelatedWork W2055394295 @default.
- W3005899814 hasRelatedWork W2243385566 @default.
- W3005899814 hasRelatedWork W2360697947 @default.
- W3005899814 hasRelatedWork W2767899554 @default.
- W3005899814 hasRelatedWork W2972669861 @default.
- W3005899814 hasRelatedWork W4312435297 @default.
- W3005899814 hasRelatedWork W4327916732 @default.
- W3005899814 hasRelatedWork W4380446853 @default.
- W3005899814 hasVolume "12" @default.
- W3005899814 isParatext "false" @default.
- W3005899814 isRetracted "false" @default.
- W3005899814 magId "3005899814" @default.
- W3005899814 workType "article" @default.