FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2807570627> ?p ?o ?g. }

• W2807570627 endingPage "1798" @default.
• W2807570627 startingPage "1777" @default.
• W2807570627 abstract "Distribution of impervious surface area (ISA) is an important input in a wide range of urban ecosystem studies. The future launch of the German hyperspectral satellite environmental mapping and analysis program (EnMAP) in 2019 provides new opportunities for timely and global ISA extraction. The previously proposed EnMAP applications heavily relied on existing reference endmembers, which may be impractical on a global scale. To overcome this defect, we suggest to use the nonnegative matrix factorization (NMF) method to extract the endmember directly from EnMAP imagery. Three traditional unmixing method (e.g., N-Findr, pixel purity index, and independent component analysis) and four NMF-based methods with different constraints (e.g., sparseness, convex volume, and nonlinearity) were used to obtain series of endmember sets, ISA fraction, and classification maps. In results, the NMF-based methods outperformed the three traditional unmixing method, by achieving 0.5–0.6 R-squared values in the linear regression models between predicted and reference ISA percentages, and over 85% overall accuracy in ISA classification maps. We found that the NMF-based spectral unmixing methods are suitable to work with the EnMAP image, when reference endmember data are unavailable. In addition, we processed the widely used Hydice urban test image with the same methods and compared the resulting ISA percentage/classification maps with the EnMAP results, considering the different features of the Hydice and EnMAP sensors. In the results, it is proved that the EnMAP image has great potential in ISA mapping on a global scale, with reasonable overall accuracy and economical efficiency." @default.
• W2807570627 created "2018-06-13" @default.
• W2807570627 creator A5006022882 @default.
• W2807570627 creator A5052573458 @default.
• W2807570627 date "2018-06-01" @default.
• W2807570627 modified "2023-09-25" @default.
• W2807570627 title "Evaluation of Unmixing Methods for Impervious Surface Area Extraction From Simulated EnMAP Imagery" @default.
• W2807570627 cites W1772504446 @default.
• W2807570627 cites W1783023460 @default.
• W2807570627 cites W1818409852 @default.
• W2807570627 cites W1902016676 @default.
• W2807570627 cites W1953383193 @default.
• W2807570627 cites W1979839678 @default.
• W2807570627 cites W1981939910 @default.
• W2807570627 cites W1990231296 @default.
• W2807570627 cites W1990255627 @default.
• W2807570627 cites W1991274690 @default.
• W2807570627 cites W1999719795 @default.
• W2807570627 cites W2000811997 @default.
• W2807570627 cites W2009235968 @default.
• W2807570627 cites W2010604568 @default.
• W2807570627 cites W2026332487 @default.
• W2807570627 cites W2032345535 @default.
• W2807570627 cites W2032944446 @default.
• W2807570627 cites W2040617212 @default.
• W2807570627 cites W2043182541 @default.
• W2807570627 cites W2045045161 @default.
• W2807570627 cites W2049827513 @default.
• W2807570627 cites W2052701437 @default.
• W2807570627 cites W2055057957 @default.
• W2807570627 cites W2057196195 @default.
• W2807570627 cites W2058891717 @default.
• W2807570627 cites W2059067440 @default.
• W2807570627 cites W2059745395 @default.
• W2807570627 cites W2063069198 @default.
• W2807570627 cites W2063790512 @default.
• W2807570627 cites W2072187267 @default.
• W2807570627 cites W2074010031 @default.
• W2807570627 cites W2077264606 @default.
• W2807570627 cites W2088298449 @default.
• W2807570627 cites W2101837437 @default.
• W2807570627 cites W2107222994 @default.
• W2807570627 cites W2109211655 @default.
• W2807570627 cites W2109643477 @default.
• W2807570627 cites W2116793731 @default.
• W2807570627 cites W2118943995 @default.
• W2807570627 cites W2118953314 @default.
• W2807570627 cites W2123649031 @default.
• W2807570627 cites W2123907688 @default.
• W2807570627 cites W2124487369 @default.
• W2807570627 cites W2127062304 @default.
• W2807570627 cites W2128686953 @default.
• W2807570627 cites W2135695572 @default.
• W2807570627 cites W2140501674 @default.
• W2807570627 cites W2144881411 @default.
• W2807570627 cites W2145554279 @default.
• W2807570627 cites W2151659169 @default.
• W2807570627 cites W2155550504 @default.
• W2807570627 cites W2155551484 @default.
• W2807570627 cites W2158598432 @default.
• W2807570627 cites W2163886442 @default.
• W2807570627 cites W2165755981 @default.
• W2807570627 cites W2170406089 @default.
• W2807570627 cites W2194262320 @default.
• W2807570627 cites W2276858186 @default.
• W2807570627 cites W2333735516 @default.
• W2807570627 cites W2484762992 @default.
• W2807570627 cites W2572658122 @default.
• W2807570627 cites W4235508011 @default.
• W2807570627 cites W2010265430 @default.
• W2807570627 doi "https://doi.org/10.1109/jstars.2018.2838449" @default.
• W2807570627 hasPublicationYear "2018" @default.
• W2807570627 type Work @default.
• W2807570627 sameAs 2807570627 @default.
• W2807570627 citedByCount "2" @default.
• W2807570627 countsByYear W28075706272019 @default.
• W2807570627 countsByYear W28075706272022 @default.
• W2807570627 crossrefType "journal-article" @default.
• W2807570627 hasAuthorship W2807570627A5006022882 @default.
• W2807570627 hasAuthorship W2807570627A5052573458 @default.
• W2807570627 hasConcept C121332964 @default.
• W2807570627 hasConcept C152671427 @default.
• W2807570627 hasConcept C153180895 @default.
• W2807570627 hasConcept C154945302 @default.
• W2807570627 hasConcept C158693339 @default.
• W2807570627 hasConcept C159078339 @default.
• W2807570627 hasConcept C205649164 @default.
• W2807570627 hasConcept C41008148 @default.
• W2807570627 hasConcept C42355184 @default.
• W2807570627 hasConcept C58237817 @default.
• W2807570627 hasConcept C62520636 @default.
• W2807570627 hasConcept C62649853 @default.
• W2807570627 hasConceptScore W2807570627C121332964 @default.
• W2807570627 hasConceptScore W2807570627C152671427 @default.
• W2807570627 hasConceptScore W2807570627C153180895 @default.
• W2807570627 hasConceptScore W2807570627C154945302 @default.
• W2807570627 hasConceptScore W2807570627C158693339 @default.
• W2807570627 hasConceptScore W2807570627C159078339 @default.

• next