FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2802435130> ?p ?o ?g. }

• W2802435130 endingPage "e4703" @default.
• W2802435130 startingPage "e4703" @default.
• W2802435130 abstract "Soil salinization is one of the most common forms of land degradation. The detection and assessment of soil salinity is critical for the prevention of environmental deterioration especially in arid and semi-arid areas. This study introduced the fractional derivative in the pretreatment of visible and near infrared (VIS–NIR) spectroscopy. The soil samples ( n = 400) collected from the Ebinur Lake Wetland, Xinjiang Uyghur Autonomous Region (XUAR), China, were used as the dataset. After measuring the spectral reflectance and salinity in the laboratory, the raw spectral reflectance was preprocessed by means of the absorbance and the fractional derivative order in the range of 0.0–2.0 order with an interval of 0.1. Two different modeling methods, namely, partial least squares regression (PLSR) and random forest (RF) with preprocessed reflectance were used for quantifying soil salinity. The results showed that more spectral characteristics were refined for the spectrum reflectance treated via fractional derivative. The validation accuracies showed that RF models performed better than those of PLSR. The most effective model was established based on RF with the 1.5 order derivative of absorbance with the optimal values of R 2 (0.93), RMSE (4.57 dS m −1 ), and RPD (2.78 ≥ 2.50). The developed RF model was stable and accurate in the application of spectral reflectance for determining the soil salinity of the Ebinur Lake wetland. The pretreatment of fractional derivative could be useful for monitoring multiple soil parameters with higher accuracy, which could effectively help to analyze the soil salinity." @default.
• W2802435130 created "2018-05-17" @default.
• W2802435130 creator A5002630842 @default.
• W2802435130 creator A5021209111 @default.
• W2802435130 creator A5022747471 @default.
• W2802435130 creator A5064540523 @default.
• W2802435130 date "2018-05-03" @default.
• W2802435130 modified "2023-10-15" @default.
• W2802435130 title "Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS–NIR) spectroscopy, Ebinur Lake Wetland, Northwest China" @default.
• W2802435130 cites W1148445081 @default.
• W2802435130 cites W1520812622 @default.
• W2802435130 cites W1589181030 @default.
• W2802435130 cites W1970222673 @default.
• W2802435130 cites W1973273412 @default.
• W2802435130 cites W1979204143 @default.
• W2802435130 cites W1980065767 @default.
• W2802435130 cites W1986938560 @default.
• W2802435130 cites W1994145178 @default.
• W2802435130 cites W1995170398 @default.
• W2802435130 cites W2002660867 @default.
• W2802435130 cites W2003625635 @default.
• W2802435130 cites W2005597952 @default.
• W2802435130 cites W2021833436 @default.
• W2802435130 cites W2026047198 @default.
• W2802435130 cites W2030561253 @default.
• W2802435130 cites W2034334268 @default.
• W2802435130 cites W2040611841 @default.
• W2802435130 cites W2042170416 @default.
• W2802435130 cites W2052903566 @default.
• W2802435130 cites W2067713319 @default.
• W2802435130 cites W2073367262 @default.
• W2802435130 cites W2073503722 @default.
• W2802435130 cites W2077142700 @default.
• W2802435130 cites W2077587286 @default.
• W2802435130 cites W2081681770 @default.
• W2802435130 cites W2084509333 @default.
• W2802435130 cites W2084865201 @default.
• W2802435130 cites W2089962851 @default.
• W2802435130 cites W2103999702 @default.
• W2802435130 cites W2104487864 @default.
• W2802435130 cites W2109191549 @default.
• W2802435130 cites W2109606373 @default.
• W2802435130 cites W2132424470 @default.
• W2802435130 cites W2135385070 @default.
• W2802435130 cites W2142606975 @default.
• W2802435130 cites W2145427519 @default.
• W2802435130 cites W2146738048 @default.
• W2802435130 cites W2155632266 @default.
• W2802435130 cites W2158551840 @default.
• W2802435130 cites W2163312414 @default.
• W2802435130 cites W2165993842 @default.
• W2802435130 cites W2170956682 @default.
• W2802435130 cites W2192080354 @default.
• W2802435130 cites W2208435856 @default.
• W2802435130 cites W2295775225 @default.
• W2802435130 cites W2327716922 @default.
• W2802435130 cites W2352700179 @default.
• W2802435130 cites W2399675776 @default.
• W2802435130 cites W2514693226 @default.
• W2802435130 cites W2557100541 @default.
• W2802435130 cites W2614077431 @default.
• W2802435130 cites W2622886757 @default.
• W2802435130 cites W2626961431 @default.
• W2802435130 cites W2760334487 @default.
• W2802435130 cites W2765275914 @default.
• W2802435130 cites W2767663224 @default.
• W2802435130 cites W2911964244 @default.
• W2802435130 doi "https://doi.org/10.7717/peerj.4703" @default.
• W2802435130 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5936634" @default.
• W2802435130 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29736341" @default.
• W2802435130 hasPublicationYear "2018" @default.
• W2802435130 type Work @default.
• W2802435130 sameAs 2802435130 @default.
• W2802435130 citedByCount "58" @default.
• W2802435130 countsByYear W28024351302018 @default.
• W2802435130 countsByYear W28024351302019 @default.
• W2802435130 countsByYear W28024351302020 @default.
• W2802435130 countsByYear W28024351302021 @default.
• W2802435130 countsByYear W28024351302022 @default.
• W2802435130 countsByYear W28024351302023 @default.
• W2802435130 crossrefType "journal-article" @default.
• W2802435130 hasAuthorship W2802435130A5002630842 @default.
• W2802435130 hasAuthorship W2802435130A5021209111 @default.
• W2802435130 hasAuthorship W2802435130A5022747471 @default.
• W2802435130 hasAuthorship W2802435130A5064540523 @default.
• W2802435130 hasBestOaLocation W28024351301 @default.
• W2802435130 hasConcept C105795698 @default.
• W2802435130 hasConcept C111368507 @default.
• W2802435130 hasConcept C120189094 @default.
• W2802435130 hasConcept C127313418 @default.
• W2802435130 hasConcept C129513315 @default.
• W2802435130 hasConcept C134306372 @default.
• W2802435130 hasConcept C139945424 @default.
• W2802435130 hasConcept C141650431 @default.
• W2802435130 hasConcept C150772632 @default.
• W2802435130 hasConcept C151730666 @default.
• W2802435130 hasConcept C159390177 @default.
• W2802435130 hasConcept C159750122 @default.

• next