FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2014958616> ?p ?o ?g. }

• W2014958616 endingPage "317" @default.
• W2014958616 startingPage "293" @default.
• W2014958616 abstract "Pedotransfer functions (PTFs) with quantified uncertainty for estimating water retention from soil structure and texture, organic carbon content, bulk density and derived variables are presented for the soils of the Pianura Padano–Veneta region of North Italy. A data set of 153 soil horizons from 59 soil profiles was used for calibration of parametric PTFs using a group method of data handling (GMDH); the proposed PTFs provide estimations for the Brooks and Corey water retention parameters and for water content at −5, −10, −33 and −1500 kPa matric potentials. Soil structure descriptors were retained as essential input variables to be included in the PTFs for the estimation of the Brooks and Corey water retention parameters. Calibrated PTFs were validated against two independent data sets: a local one of 122 soil horizons and a data set of 78 soil horizons selected from the UNSODA data set. Point and parametric neural network PTFs were also trained and validated on the same data sets in order to evaluate which of the two methods is more accurate. In the case of point PTFs, GMDH PTFs performed better with the exception of water content at −1500 kPa; in the case of parametric PTFs, given an a posteriori correction of the parameters estimates outside calibration ranges, neural network provided slightly better validation results, but were less accurate in the case of the training data set. Results show that the proposed GMDH PTFs provide good results for the local validation data set and that for input data within the PTFs calibration range, the estimation holds the same degree of accuracy also for the UNSODA data set. Results suggest that whenever PTFs calibrated on a local data set are available, their use should be recommended, provided an a priori control of input variable ranges. Bootstrap results and Monte Carlo analysis highlighted the need for extending the calibration data set to include poorly represented coarse textured soils in order to reduce estimation variance and improve PTFs accuracy." @default.
• W2014958616 created "2016-06-24" @default.
• W2014958616 creator A5005772595 @default.
• W2014958616 creator A5011027757 @default.
• W2014958616 creator A5080766594 @default.
• W2014958616 date "2005-02-01" @default.
• W2014958616 modified "2023-10-12" @default.
• W2014958616 title "Development of pedotransfer functions using a group method of data handling for the soil of the Pianura Padano–Veneta region of North Italy: water retention properties" @default.
• W2014958616 cites W1963507870 @default.
• W2014958616 cites W1968639047 @default.
• W2014958616 cites W1977194824 @default.
• W2014958616 cites W1984114559 @default.
• W2014958616 cites W1990236303 @default.
• W2014958616 cites W1997628716 @default.
• W2014958616 cites W2001435291 @default.
• W2014958616 cites W2006576120 @default.
• W2014958616 cites W2020477228 @default.
• W2014958616 cites W2029126946 @default.
• W2014958616 cites W2035877127 @default.
• W2014958616 cites W2046136318 @default.
• W2014958616 cites W2046915036 @default.
• W2014958616 cites W2049968500 @default.
• W2014958616 cites W2054234798 @default.
• W2014958616 cites W2066672681 @default.
• W2014958616 cites W2083138381 @default.
• W2014958616 cites W2085924130 @default.
• W2014958616 cites W2086832181 @default.
• W2014958616 cites W2087070363 @default.
• W2014958616 cites W2088757276 @default.
• W2014958616 cites W2108615077 @default.
• W2014958616 cites W2110865012 @default.
• W2014958616 cites W2134645325 @default.
• W2014958616 cites W2142635246 @default.
• W2014958616 cites W2157652935 @default.
• W2014958616 cites W4212883601 @default.
• W2014958616 cites W4244567798 @default.
• W2014958616 doi "https://doi.org/10.1016/j.geoderma.2004.05.007" @default.
• W2014958616 hasPublicationYear "2005" @default.
• W2014958616 type Work @default.
• W2014958616 sameAs 2014958616 @default.
• W2014958616 citedByCount "73" @default.
• W2014958616 countsByYear W20149586162012 @default.
• W2014958616 countsByYear W20149586162013 @default.
• W2014958616 countsByYear W20149586162014 @default.
• W2014958616 countsByYear W20149586162015 @default.
• W2014958616 countsByYear W20149586162016 @default.
• W2014958616 countsByYear W20149586162017 @default.
• W2014958616 countsByYear W20149586162018 @default.
• W2014958616 countsByYear W20149586162019 @default.
• W2014958616 countsByYear W20149586162020 @default.
• W2014958616 countsByYear W20149586162021 @default.
• W2014958616 countsByYear W20149586162022 @default.
• W2014958616 countsByYear W20149586162023 @default.
• W2014958616 crossrefType "journal-article" @default.
• W2014958616 hasAuthorship W2014958616A5005772595 @default.
• W2014958616 hasAuthorship W2014958616A5011027757 @default.
• W2014958616 hasAuthorship W2014958616A5080766594 @default.
• W2014958616 hasConcept C105795698 @default.
• W2014958616 hasConcept C117251300 @default.
• W2014958616 hasConcept C119857082 @default.
• W2014958616 hasConcept C127413603 @default.
• W2014958616 hasConcept C13926793 @default.
• W2014958616 hasConcept C159390177 @default.
• W2014958616 hasConcept C159750122 @default.
• W2014958616 hasConcept C164285268 @default.
• W2014958616 hasConcept C165838908 @default.
• W2014958616 hasConcept C175963888 @default.
• W2014958616 hasConcept C187320778 @default.
• W2014958616 hasConcept C24939127 @default.
• W2014958616 hasConcept C33923547 @default.
• W2014958616 hasConcept C39432304 @default.
• W2014958616 hasConcept C41008148 @default.
• W2014958616 hasConcept C58489278 @default.
• W2014958616 hasConcept C63184880 @default.
• W2014958616 hasConceptScore W2014958616C105795698 @default.
• W2014958616 hasConceptScore W2014958616C117251300 @default.
• W2014958616 hasConceptScore W2014958616C119857082 @default.
• W2014958616 hasConceptScore W2014958616C127413603 @default.
• W2014958616 hasConceptScore W2014958616C13926793 @default.
• W2014958616 hasConceptScore W2014958616C159390177 @default.
• W2014958616 hasConceptScore W2014958616C159750122 @default.
• W2014958616 hasConceptScore W2014958616C164285268 @default.
• W2014958616 hasConceptScore W2014958616C165838908 @default.
• W2014958616 hasConceptScore W2014958616C175963888 @default.
• W2014958616 hasConceptScore W2014958616C187320778 @default.
• W2014958616 hasConceptScore W2014958616C24939127 @default.
• W2014958616 hasConceptScore W2014958616C33923547 @default.
• W2014958616 hasConceptScore W2014958616C39432304 @default.
• W2014958616 hasConceptScore W2014958616C41008148 @default.
• W2014958616 hasConceptScore W2014958616C58489278 @default.
• W2014958616 hasConceptScore W2014958616C63184880 @default.
• W2014958616 hasIssue "3-4" @default.
• W2014958616 hasLocation W20149586161 @default.
• W2014958616 hasOpenAccess W2014958616 @default.
• W2014958616 hasPrimaryLocation W20149586161 @default.
• W2014958616 hasRelatedWork W1595357581 @default.
• W2014958616 hasRelatedWork W2008759850 @default.
• W2014958616 hasRelatedWork W2055943790 @default.

• next