FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204000013> ?p ?o ?g. }

• W3204000013 endingPage "2762" @default.
• W3204000013 startingPage "2762" @default.
• W3204000013 abstract "In arid and semi-arid regions, soil moisture and salinity are important elements to control regional ecology and climate, vegetation growth and land function. Soil moisture and salt content are more important in arid wetlands. The Ebinur Lake wetland is an important part of the ecological barrier of Junggar Basin in Xinjiang, China. The Ebinur Lake Basin is a representative area of the arid climate and ecological degradation in central Asia. It is of great significance to study the spatial distribution of soil moisture and salinity and its causes for land and wetland ecological restoration in the Ebinur Lake Basin. Based on the field measurement and Landsat 8 satellite data, a variety of remote sensing indexes related to soil moisture and salinity were tested and compared, and the prediction models of soil moisture and salinity were established, and the accuracy of the models was assessed. Among them, the salinity indexes D1 and D2 were the latest ones that we proposed according to the research area and data. The distribution maps of soil moisture and salinity in the Ebinur Lake Basin were retrieved from remote sensing data, and the correlation analysis between soil moisture and salinity was performed. Among several soil moisture and salinity prediction indexes, the normalized moisture index NDWI had the highest correlation with soil moisture, and the salinity index D2 had the highest correlation with soil salinity, reaching 0.600 and 0.637, respectively. The accuracy of the BP neural network model for estimating soil salinity was higher than the one of other models; R2 = 0.624, RMSE = 0.083 S/m. The effect of the cubic function prediction model for estimating soil moisture was also higher than that of the BP neural network, support vector machine and other models; R2 = 0.538, RMSE = 0.230. The regularity of soil moisture and salinity changes seemed to be consistent, the correlation degree was 0.817, and the synchronous change degree was higher. The soil salinity in the Ebinur Lake Basin was generally low in the surrounding area, high in the middle area, high in the lake area and low in the vegetation coverage area. The soil moisture in the Ebinur Lake Basin slightly decreased outward with the Ebinur Lake as the center and was higher in the west and lower in the east. However, the spatial distribution of soil moisture had a higher mutation rate and stronger heterogeneity than that of soil salinity." @default.
• W3204000013 created "2021-10-11" @default.
• W3204000013 creator A5011311133 @default.
• W3204000013 creator A5037863568 @default.
• W3204000013 creator A5051236151 @default.
• W3204000013 creator A5075877965 @default.
• W3204000013 creator A5087681578 @default.
• W3204000013 date "2021-10-06" @default.
• W3204000013 modified "2023-10-18" @default.
• W3204000013 title "Soil Moisture and Salinity Inversion Based on New Remote Sensing Index and Neural Network at a Salina-Alkaline Wetland" @default.
• W3204000013 cites W1964217023 @default.
• W3204000013 cites W1965252186 @default.
• W3204000013 cites W1968441445 @default.
• W3204000013 cites W1978545958 @default.
• W3204000013 cites W1984638002 @default.
• W3204000013 cites W1989700757 @default.
• W3204000013 cites W1991571253 @default.
• W3204000013 cites W1992915257 @default.
• W3204000013 cites W2007430980 @default.
• W3204000013 cites W2022188240 @default.
• W3204000013 cites W2024224100 @default.
• W3204000013 cites W2024883355 @default.
• W3204000013 cites W2036857303 @default.
• W3204000013 cites W2040611841 @default.
• W3204000013 cites W2048724976 @default.
• W3204000013 cites W2052271876 @default.
• W3204000013 cites W2068371905 @default.
• W3204000013 cites W2081549614 @default.
• W3204000013 cites W2084315701 @default.
• W3204000013 cites W2093465768 @default.
• W3204000013 cites W2112124574 @default.
• W3204000013 cites W2126640978 @default.
• W3204000013 cites W2126662454 @default.
• W3204000013 cites W2130314681 @default.
• W3204000013 cites W2137807472 @default.
• W3204000013 cites W2141425024 @default.
• W3204000013 cites W2312032020 @default.
• W3204000013 cites W2328131101 @default.
• W3204000013 cites W2516549561 @default.
• W3204000013 cites W2576649140 @default.
• W3204000013 cites W2593795997 @default.
• W3204000013 cites W2696248713 @default.
• W3204000013 cites W2744996510 @default.
• W3204000013 cites W2762355583 @default.
• W3204000013 cites W2793477099 @default.
• W3204000013 cites W2884388352 @default.
• W3204000013 cites W2888238379 @default.
• W3204000013 cites W2891975230 @default.
• W3204000013 cites W2892012819 @default.
• W3204000013 cites W2911070624 @default.
• W3204000013 cites W2911470580 @default.
• W3204000013 cites W2917042745 @default.
• W3204000013 cites W2919263690 @default.
• W3204000013 cites W2938145225 @default.
• W3204000013 cites W2948157108 @default.
• W3204000013 cites W3084637795 @default.
• W3204000013 cites W3097602745 @default.
• W3204000013 cites W3158885724 @default.
• W3204000013 cites W3173165341 @default.
• W3204000013 cites W800641266 @default.
• W3204000013 doi "https://doi.org/10.3390/w13192762" @default.
• W3204000013 hasPublicationYear "2021" @default.
• W3204000013 type Work @default.
• W3204000013 sameAs 3204000013 @default.
• W3204000013 citedByCount "9" @default.
• W3204000013 countsByYear W32040000132022 @default.
• W3204000013 crossrefType "journal-article" @default.
• W3204000013 hasAuthorship W3204000013A5011311133 @default.
• W3204000013 hasAuthorship W3204000013A5037863568 @default.
• W3204000013 hasAuthorship W3204000013A5051236151 @default.
• W3204000013 hasAuthorship W3204000013A5075877965 @default.
• W3204000013 hasAuthorship W3204000013A5087681578 @default.
• W3204000013 hasBestOaLocation W32040000131 @default.
• W3204000013 hasConcept C109007969 @default.
• W3204000013 hasConcept C111368507 @default.
• W3204000013 hasConcept C127313418 @default.
• W3204000013 hasConcept C129513315 @default.
• W3204000013 hasConcept C132651083 @default.
• W3204000013 hasConcept C141650431 @default.
• W3204000013 hasConcept C142724271 @default.
• W3204000013 hasConcept C150772632 @default.
• W3204000013 hasConcept C151730666 @default.
• W3204000013 hasConcept C1549246 @default.
• W3204000013 hasConcept C159390177 @default.
• W3204000013 hasConcept C159750122 @default.
• W3204000013 hasConcept C187320778 @default.
• W3204000013 hasConcept C18903297 @default.
• W3204000013 hasConcept C24939127 @default.
• W3204000013 hasConcept C2776133958 @default.
• W3204000013 hasConcept C39432304 @default.
• W3204000013 hasConcept C67715294 @default.
• W3204000013 hasConcept C71924100 @default.
• W3204000013 hasConcept C76886044 @default.
• W3204000013 hasConcept C86803240 @default.
• W3204000013 hasConceptScore W3204000013C109007969 @default.
• W3204000013 hasConceptScore W3204000013C111368507 @default.
• W3204000013 hasConceptScore W3204000013C127313418 @default.
• W3204000013 hasConceptScore W3204000013C129513315 @default.

• next