FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2103278785> ?p ?o ?g. }

• W2103278785 endingPage "958" @default.
• W2103278785 startingPage "944" @default.
• W2103278785 abstract "Soil hydraulic properties such as hydraulic conductivity or water retention which are costly to measure can be indirectly generated by soil pedotransfer function (PTF) using easily obtainable soil data. The field soil structure description which is routinely recorded could also be used in PTF as an input to reduce the uncertainty. The purposes of this study were to use qualitative morphological soil structure descriptions and soil structural index into PTF and to evaluate their contribution in the prediction of soil hydraulic properties. We transformed categorical morphological descriptions of soil structure into quantitative values using categorical principal component analysis (CATPCA). This approach was tested with a large data set from the US National Pedon Characterization database with the aid of a categorical regression tree analysis. Six different PTFs were used to predict the saturated hydraulic conductivity and those results were averaged to quantify the uncertainty. Quantified morphological description was successively used in multiple linear regression approach to predict the averaged ensemble saturated conductivity. The selected stepwise regression model with only the transformed morphological variables and structural index as predictors predicted the <TEX>$K_{sat}$</TEX> with <TEX>$r^2$</TEX> = 0.48 (p = 0.018), indicating the feasibility of CATPCA approach. In a regression tree analysis, soil structure index and soil texture turned out to be important factors in the prediction of the hydraulic properties. Among structural descriptions size class turned out to be an important grouping parameter in the regression tree. Bulk density, clay content, W33 and structural index explained clusters selected by a two step clustering technique, implying the morphologically described soil structural features are closely related to soil physical as well as hydraulic properties. Although this study provided relatively new method which related soil structure description to soil structure index, the same approach should be tested using a datasets containing the actual measurement of hydraulic properties. More insight on the predictive power of soil structure index to estimate hydraulic properties would be achieved by considering measured the saturated hydraulic conductivity and the soil water retention." @default.
• W2103278785 created "2016-06-24" @default.
• W2103278785 creator A5004296853 @default.
• W2103278785 creator A5013588662 @default.
• W2103278785 creator A5025171576 @default.
• W2103278785 creator A5025752027 @default.
• W2103278785 creator A5035900321 @default.
• W2103278785 creator A5041763355 @default.
• W2103278785 creator A5058997815 @default.
• W2103278785 creator A5071531562 @default.
• W2103278785 creator A5078563886 @default.
• W2103278785 creator A5089827429 @default.
• W2103278785 date "2011-10-31" @default.
• W2103278785 modified "2023-10-16" @default.
• W2103278785 title "Use of the Quantitatively Transformed Field Soil Structure Description of the US National Pedon Characterization Database to Improve Soil Pedotransfer Function" @default.
• W2103278785 cites W1965555277 @default.
• W2103278785 cites W1971717930 @default.
• W2103278785 cites W1980965960 @default.
• W2103278785 cites W1982935179 @default.
• W2103278785 cites W1984114559 @default.
• W2103278785 cites W1987421302 @default.
• W2103278785 cites W1988248907 @default.
• W2103278785 cites W1989875747 @default.
• W2103278785 cites W1991524996 @default.
• W2103278785 cites W1991903777 @default.
• W2103278785 cites W1992307672 @default.
• W2103278785 cites W1997628716 @default.
• W2103278785 cites W2004651735 @default.
• W2103278785 cites W2005704852 @default.
• W2103278785 cites W2008339194 @default.
• W2103278785 cites W2008391745 @default.
• W2103278785 cites W2012573033 @default.
• W2103278785 cites W2018387918 @default.
• W2103278785 cites W2019536785 @default.
• W2103278785 cites W2031236498 @default.
• W2103278785 cites W2036148140 @default.
• W2103278785 cites W2036709573 @default.
• W2103278785 cites W2042125540 @default.
• W2103278785 cites W2045215712 @default.
• W2103278785 cites W2055804055 @default.
• W2103278785 cites W2058271456 @default.
• W2103278785 cites W2058481759 @default.
• W2103278785 cites W2063423530 @default.
• W2103278785 cites W2080052329 @default.
• W2103278785 cites W2083865752 @default.
• W2103278785 cites W2086832181 @default.
• W2103278785 cites W2133346604 @default.
• W2103278785 cites W2134266350 @default.
• W2103278785 cites W2153476503 @default.
• W2103278785 cites W2162604832 @default.
• W2103278785 cites W2172007398 @default.
• W2103278785 cites W2229363096 @default.
• W2103278785 cites W2312400758 @default.
• W2103278785 cites W2496940970 @default.
• W2103278785 cites W2778306350 @default.
• W2103278785 cites W2963261555 @default.
• W2103278785 doi "https://doi.org/10.7745/kjssf.2011.44.5.944" @default.
• W2103278785 hasPublicationYear "2011" @default.
• W2103278785 type Work @default.
• W2103278785 sameAs 2103278785 @default.
• W2103278785 citedByCount "1" @default.
• W2103278785 crossrefType "journal-article" @default.
• W2103278785 hasAuthorship W2103278785A5004296853 @default.
• W2103278785 hasAuthorship W2103278785A5013588662 @default.
• W2103278785 hasAuthorship W2103278785A5025171576 @default.
• W2103278785 hasAuthorship W2103278785A5025752027 @default.
• W2103278785 hasAuthorship W2103278785A5035900321 @default.
• W2103278785 hasAuthorship W2103278785A5041763355 @default.
• W2103278785 hasAuthorship W2103278785A5058997815 @default.
• W2103278785 hasAuthorship W2103278785A5071531562 @default.
• W2103278785 hasAuthorship W2103278785A5078563886 @default.
• W2103278785 hasAuthorship W2103278785A5089827429 @default.
• W2103278785 hasBestOaLocation W21032787851 @default.
• W2103278785 hasConcept C105795698 @default.
• W2103278785 hasConcept C120991184 @default.
• W2103278785 hasConcept C152877465 @default.
• W2103278785 hasConcept C159390177 @default.
• W2103278785 hasConcept C159750122 @default.
• W2103278785 hasConcept C164285268 @default.
• W2103278785 hasConcept C175963888 @default.
• W2103278785 hasConcept C27438332 @default.
• W2103278785 hasConcept C33923547 @default.
• W2103278785 hasConcept C39432304 @default.
• W2103278785 hasConcept C48921125 @default.
• W2103278785 hasConcept C5274069 @default.
• W2103278785 hasConcept C63184880 @default.
• W2103278785 hasConceptScore W2103278785C105795698 @default.
• W2103278785 hasConceptScore W2103278785C120991184 @default.
• W2103278785 hasConceptScore W2103278785C152877465 @default.
• W2103278785 hasConceptScore W2103278785C159390177 @default.
• W2103278785 hasConceptScore W2103278785C159750122 @default.
• W2103278785 hasConceptScore W2103278785C164285268 @default.
• W2103278785 hasConceptScore W2103278785C175963888 @default.
• W2103278785 hasConceptScore W2103278785C27438332 @default.
• W2103278785 hasConceptScore W2103278785C33923547 @default.
• W2103278785 hasConceptScore W2103278785C39432304 @default.
• W2103278785 hasConceptScore W2103278785C48921125 @default.
• W2103278785 hasConceptScore W2103278785C5274069 @default.

• next