FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2749596199> ?p ?o ?g. }

• W2749596199 abstract "Soil Organic Carbon (SOC) estimation is crucial to manage both natural and anthropic ecosystems and has recently been put under the magnifying glass after the Paris agreement 2016 due to its relationship with greenhouse gas. Statistical applications have dominated the SOC stock mapping at regional scale so far. However, the community has hardly ever attempted to implement Quantile Regression (QR) to spatially predict the SOC distribution. In this contribution, we test QR to estimate SOC stock (0-30 $cm$ depth) in the agricultural areas of a highly variable semi-arid region (Sicily, Italy, around 25,000 $km2$) by using topographic and remotely sensed predictors. We also compare the results with those from available SOC stock measurement. The QR models produced robust performances and allowed to recognize dominant effects among the predictors with respect to the considered quantile. This information, currently lacking, suggests that QR can discern predictor influences on SOC stock at specific sub-domains of each predictors. In this work, the predictive map generated at the median shows lower errors than those of the Joint Research Centre and International Soil Reference, and Information Centre benchmarks. The results suggest the use of QR as a comprehensive and effective method to map SOC using legacy data in agro-ecosystems. The R code scripted in this study for QR is included." @default.
• W2749596199 created "2017-08-31" @default.
• W2749596199 creator A5002905101 @default.
• W2749596199 creator A5004307742 @default.
• W2749596199 creator A5033916904 @default.
• W2749596199 creator A5059740534 @default.
• W2749596199 creator A5086569860 @default.
• W2749596199 date "2017-08-13" @default.
• W2749596199 modified "2023-09-27" @default.
• W2749596199 title "Modeling soil organic carbon with Quantile Regression: Dissecting predictors' effects on carbon stocks" @default.
• W2749596199 cites W1560176444 @default.
• W2749596199 cites W1989631626 @default.
• W2749596199 cites W2018672425 @default.
• W2749596199 cites W2024141630 @default.
• W2749596199 cites W2063843296 @default.
• W2749596199 cites W2081340599 @default.
• W2749596199 cites W2089464304 @default.
• W2749596199 cites W2113890245 @default.
• W2749596199 cites W2117416558 @default.
• W2749596199 cites W2131254463 @default.
• W2749596199 cites W2136009149 @default.
• W2749596199 cites W2163462941 @default.
• W2749596199 cites W2181618476 @default.
• W2749596199 cites W2191676425 @default.
• W2749596199 cites W2192498963 @default.
• W2749596199 cites W2224936358 @default.
• W2749596199 cites W2285314639 @default.
• W2749596199 cites W2290606251 @default.
• W2749596199 cites W2339831229 @default.
• W2749596199 cites W2345526084 @default.
• W2749596199 cites W2399675776 @default.
• W2749596199 cites W2541247485 @default.
• W2749596199 cites W2548096486 @default.
• W2749596199 cites W2592316227 @default.
• W2749596199 cites W2606070225 @default.
• W2749596199 cites W2620871096 @default.
• W2749596199 cites W289127194 @default.
• W2749596199 cites W3144793432 @default.
• W2749596199 cites W938852077 @default.
• W2749596199 hasPublicationYear "2017" @default.
• W2749596199 type Work @default.
• W2749596199 sameAs 2749596199 @default.
• W2749596199 citedByCount "0" @default.
• W2749596199 crossrefType "posted-content" @default.
• W2749596199 hasAuthorship W2749596199A5002905101 @default.
• W2749596199 hasAuthorship W2749596199A5004307742 @default.
• W2749596199 hasAuthorship W2749596199A5033916904 @default.
• W2749596199 hasAuthorship W2749596199A5059740534 @default.
• W2749596199 hasAuthorship W2749596199A5086569860 @default.
• W2749596199 hasConcept C105795698 @default.
• W2749596199 hasConcept C111368507 @default.
• W2749596199 hasConcept C118671147 @default.
• W2749596199 hasConcept C127313418 @default.
• W2749596199 hasConcept C149782125 @default.
• W2749596199 hasConcept C159390177 @default.
• W2749596199 hasConcept C159750122 @default.
• W2749596199 hasConcept C166957645 @default.
• W2749596199 hasConcept C204036174 @default.
• W2749596199 hasConcept C205649164 @default.
• W2749596199 hasConcept C33923547 @default.
• W2749596199 hasConcept C39432304 @default.
• W2749596199 hasConcept C39464130 @default.
• W2749596199 hasConcept C41008148 @default.
• W2749596199 hasConcept C47737302 @default.
• W2749596199 hasConcept C63817138 @default.
• W2749596199 hasConcept C83546350 @default.
• W2749596199 hasConceptScore W2749596199C105795698 @default.
• W2749596199 hasConceptScore W2749596199C111368507 @default.
• W2749596199 hasConceptScore W2749596199C118671147 @default.
• W2749596199 hasConceptScore W2749596199C127313418 @default.
• W2749596199 hasConceptScore W2749596199C149782125 @default.
• W2749596199 hasConceptScore W2749596199C159390177 @default.
• W2749596199 hasConceptScore W2749596199C159750122 @default.
• W2749596199 hasConceptScore W2749596199C166957645 @default.
• W2749596199 hasConceptScore W2749596199C204036174 @default.
• W2749596199 hasConceptScore W2749596199C205649164 @default.
• W2749596199 hasConceptScore W2749596199C33923547 @default.
• W2749596199 hasConceptScore W2749596199C39432304 @default.
• W2749596199 hasConceptScore W2749596199C39464130 @default.
• W2749596199 hasConceptScore W2749596199C41008148 @default.
• W2749596199 hasConceptScore W2749596199C47737302 @default.
• W2749596199 hasConceptScore W2749596199C63817138 @default.
• W2749596199 hasConceptScore W2749596199C83546350 @default.
• W2749596199 hasLocation W27495961991 @default.
• W2749596199 hasOpenAccess W2749596199 @default.
• W2749596199 hasPrimaryLocation W27495961991 @default.
• W2749596199 hasRelatedWork W2012235809 @default.
• W2749596199 hasRelatedWork W2014802839 @default.
• W2749596199 hasRelatedWork W2036566307 @default.
• W2749596199 hasRelatedWork W2060016601 @default.
• W2749596199 hasRelatedWork W2303943380 @default.
• W2749596199 hasRelatedWork W2579904556 @default.
• W2749596199 hasRelatedWork W2602501594 @default.
• W2749596199 hasRelatedWork W2785044143 @default.
• W2749596199 hasRelatedWork W2998069719 @default.
• W2749596199 hasRelatedWork W3028476056 @default.
• W2749596199 hasRelatedWork W3037118468 @default.
• W2749596199 hasRelatedWork W3040365712 @default.
• W2749596199 hasRelatedWork W3120115546 @default.
• W2749596199 hasRelatedWork W3137604275 @default.

• next