FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2224359384> ?p ?o ?g. }

• W2224359384 endingPage "136" @default.
• W2224359384 startingPage "123" @default.
• W2224359384 abstract "Abstract Legacy samples are a valuable data source for digital soil mapping. However, these sample sets are often small in size and ad hoc in spatial distribution. Constrained by the limited representativeness of such a sample set, the obtained soil maps are often incomplete in spatial coverage with “gaps” at the locations which cannot be well represented by these samples. The maps may also contain areas of high prediction uncertainty. In order to extend the predicted area and reduce prediction uncertainty, additional samples are needed. This paper presents a sampling design based on prediction uncertainty to select samples which will effectively complement the sparse and ad hoc samples, and maximize the spatial coverage of prediction and minimize prediction uncertainty. A case study in China shows that this sampling scheme was effective in achieving these goals. Compared with stratified random sampling scheme, when the number of additional samples is the same, the produced map using uncertainty directed samples has larger predicted area, and the accuracy of the produced map is higher than that of the maps using stratified random samples. The finding of this study suggests that prediction uncertainty is a useful indicator to aid field sample selection and to complement the legacy data. Furthermore, the mapping accuracy produced using this method can be quantitatively related to the number of additional samples needed which opens a new horizon for digital soil mapping." @default.
• W2224359384 created "2016-06-24" @default.
• W2224359384 creator A5002993442 @default.
• W2224359384 creator A5015817965 @default.
• W2224359384 creator A5035282947 @default.
• W2224359384 creator A5057571908 @default.
• W2224359384 creator A5073929829 @default.
• W2224359384 creator A5089681682 @default.
• W2224359384 date "2016-04-01" @default.
• W2224359384 modified "2023-10-06" @default.
• W2224359384 title "An heuristic uncertainty directed field sampling design for digital soil mapping" @default.
• W2224359384 cites W1979012559 @default.
• W2224359384 cites W1981703273 @default.
• W2224359384 cites W1985642751 @default.
• W2224359384 cites W1986749561 @default.
• W2224359384 cites W1987144912 @default.
• W2224359384 cites W1993232367 @default.
• W2224359384 cites W1993703763 @default.
• W2224359384 cites W2010081281 @default.
• W2224359384 cites W2021981828 @default.
• W2224359384 cites W2023312901 @default.
• W2224359384 cites W2042754199 @default.
• W2224359384 cites W2051688877 @default.
• W2224359384 cites W2054325787 @default.
• W2224359384 cites W2055796102 @default.
• W2224359384 cites W2059542853 @default.
• W2224359384 cites W2065812289 @default.
• W2224359384 cites W2079770016 @default.
• W2224359384 cites W2080350708 @default.
• W2224359384 cites W2083739595 @default.
• W2224359384 cites W2084829975 @default.
• W2224359384 cites W2089867178 @default.
• W2224359384 cites W2096567797 @default.
• W2224359384 cites W2098922253 @default.
• W2224359384 cites W2105897946 @default.
• W2224359384 cites W2116569388 @default.
• W2224359384 cites W2118398570 @default.
• W2224359384 cites W2124685634 @default.
• W2224359384 cites W2135162429 @default.
• W2224359384 cites W2150219928 @default.
• W2224359384 cites W2318626743 @default.
• W2224359384 cites W2334989302 @default.
• W2224359384 doi "https://doi.org/10.1016/j.geoderma.2015.12.009" @default.
• W2224359384 hasPublicationYear "2016" @default.
• W2224359384 type Work @default.
• W2224359384 sameAs 2224359384 @default.
• W2224359384 citedByCount "25" @default.
• W2224359384 countsByYear W22243593842016 @default.
• W2224359384 countsByYear W22243593842017 @default.
• W2224359384 countsByYear W22243593842018 @default.
• W2224359384 countsByYear W22243593842019 @default.
• W2224359384 countsByYear W22243593842020 @default.
• W2224359384 countsByYear W22243593842021 @default.
• W2224359384 countsByYear W22243593842022 @default.
• W2224359384 countsByYear W22243593842023 @default.
• W2224359384 crossrefType "journal-article" @default.
• W2224359384 hasAuthorship W2224359384A5002993442 @default.
• W2224359384 hasAuthorship W2224359384A5015817965 @default.
• W2224359384 hasAuthorship W2224359384A5035282947 @default.
• W2224359384 hasAuthorship W2224359384A5057571908 @default.
• W2224359384 hasAuthorship W2224359384A5073929829 @default.
• W2224359384 hasAuthorship W2224359384A5089681682 @default.
• W2224359384 hasConcept C104471815 @default.
• W2224359384 hasConcept C106131492 @default.
• W2224359384 hasConcept C127313418 @default.
• W2224359384 hasConcept C140779682 @default.
• W2224359384 hasConcept C144024400 @default.
• W2224359384 hasConcept C149923435 @default.
• W2224359384 hasConcept C154945302 @default.
• W2224359384 hasConcept C159390177 @default.
• W2224359384 hasConcept C159750122 @default.
• W2224359384 hasConcept C173801870 @default.
• W2224359384 hasConcept C202444582 @default.
• W2224359384 hasConcept C2908647359 @default.
• W2224359384 hasConcept C31972630 @default.
• W2224359384 hasConcept C33923547 @default.
• W2224359384 hasConcept C39432304 @default.
• W2224359384 hasConcept C41008148 @default.
• W2224359384 hasConcept C62649853 @default.
• W2224359384 hasConcept C71864017 @default.
• W2224359384 hasConcept C75373757 @default.
• W2224359384 hasConcept C9652623 @default.
• W2224359384 hasConceptScore W2224359384C104471815 @default.
• W2224359384 hasConceptScore W2224359384C106131492 @default.
• W2224359384 hasConceptScore W2224359384C127313418 @default.
• W2224359384 hasConceptScore W2224359384C140779682 @default.
• W2224359384 hasConceptScore W2224359384C144024400 @default.
• W2224359384 hasConceptScore W2224359384C149923435 @default.
• W2224359384 hasConceptScore W2224359384C154945302 @default.
• W2224359384 hasConceptScore W2224359384C159390177 @default.
• W2224359384 hasConceptScore W2224359384C159750122 @default.
• W2224359384 hasConceptScore W2224359384C173801870 @default.
• W2224359384 hasConceptScore W2224359384C202444582 @default.
• W2224359384 hasConceptScore W2224359384C2908647359 @default.
• W2224359384 hasConceptScore W2224359384C31972630 @default.
• W2224359384 hasConceptScore W2224359384C33923547 @default.
• W2224359384 hasConceptScore W2224359384C39432304 @default.
• W2224359384 hasConceptScore W2224359384C41008148 @default.

• next