FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2734660147> ?p ?o ?g. }

• W2734660147 endingPage "1091" @default.
• W2734660147 startingPage "1082" @default.
• W2734660147 abstract "Classifying spectrally similar crop types in fragmented landscapes is a difficult task due to the low spectral and spatial resolution of satellite imagery. The objective of this study is twofold: (I) to evaluate the performance of a recent ensemble methodology, namely canonical correlation forest (CCF), and (ii) to investigate the potential of recently launched Sentinel-2 (S-2) image for crop classification. The algorithm is based on building a forest-type ensemble model using multiple canonical correlation trees. Its performance was compared to widely-used random forest (RF) and rotation forest (RotFor) for the classification of 4-band and 10-band S-2 and Landsat-8 (L-8) OLI datasets. In addition to overall accuracy estimations, results of the methods were assessed using recently introduced map-level and category-level disagreement measures. Results showed that the CCF and RotFor algorithms produced statistically similar results for the S-2 datasets but statistically different results for the OLI image whilst outperforming the RF algorithm for all cases. The CCF algorithm was found less sensitive to the ensemble size (i.e. number of trees) compared to RF algorithm. Also, for the S-2 data inclusion of six spectral bands at 20 m resolution resulted in a significant increase in classification accuracy (up to 6%)." @default.
• W2734660147 created "2017-07-21" @default.
• W2734660147 creator A5046223798 @default.
• W2734660147 creator A5067894664 @default.
• W2734660147 date "2017-07-17" @default.
• W2734660147 modified "2023-10-13" @default.
• W2734660147 title "Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using sentinel-2 and Landsat OLI imagery" @default.
• W2734660147 cites W1495168473 @default.
• W2734660147 cites W1683156614 @default.
• W2734660147 cites W1990653740 @default.
• W2734660147 cites W1996061706 @default.
• W2734660147 cites W1997005542 @default.
• W2734660147 cites W2030888262 @default.
• W2734660147 cites W2056085881 @default.
• W2734660147 cites W2104896032 @default.
• W2734660147 cites W2112865076 @default.
• W2734660147 cites W2114828048 @default.
• W2734660147 cites W2130627644 @default.
• W2734660147 cites W2135293965 @default.
• W2734660147 cites W2150757437 @default.
• W2734660147 cites W2155632266 @default.
• W2734660147 cites W2155806188 @default.
• W2734660147 cites W2162489814 @default.
• W2734660147 cites W2259714867 @default.
• W2734660147 cites W2261059368 @default.
• W2734660147 cites W2262381316 @default.
• W2734660147 cites W2309734673 @default.
• W2734660147 cites W2524214095 @default.
• W2734660147 cites W2536760076 @default.
• W2734660147 cites W2739057980 @default.
• W2734660147 cites W2911964244 @default.
• W2734660147 cites W873782400 @default.
• W2734660147 doi "https://doi.org/10.1080/2150704x.2017.1354262" @default.
• W2734660147 hasPublicationYear "2017" @default.
• W2734660147 type Work @default.
• W2734660147 sameAs 2734660147 @default.
• W2734660147 citedByCount "38" @default.
• W2734660147 countsByYear W27346601472018 @default.
• W2734660147 countsByYear W27346601472019 @default.
• W2734660147 countsByYear W27346601472020 @default.
• W2734660147 countsByYear W27346601472021 @default.
• W2734660147 countsByYear W27346601472022 @default.
• W2734660147 countsByYear W27346601472023 @default.
• W2734660147 crossrefType "journal-article" @default.
• W2734660147 hasAuthorship W2734660147A5046223798 @default.
• W2734660147 hasAuthorship W2734660147A5067894664 @default.
• W2734660147 hasConcept C115961682 @default.
• W2734660147 hasConcept C117220453 @default.
• W2734660147 hasConcept C119898033 @default.
• W2734660147 hasConcept C127413603 @default.
• W2734660147 hasConcept C146978453 @default.
• W2734660147 hasConcept C147176958 @default.
• W2734660147 hasConcept C153180895 @default.
• W2734660147 hasConcept C153874254 @default.
• W2734660147 hasConcept C154945302 @default.
• W2734660147 hasConcept C169258074 @default.
• W2734660147 hasConcept C19269812 @default.
• W2734660147 hasConcept C205649164 @default.
• W2734660147 hasConcept C2524010 @default.
• W2734660147 hasConcept C2778102629 @default.
• W2734660147 hasConcept C2780648208 @default.
• W2734660147 hasConcept C33923547 @default.
• W2734660147 hasConcept C41008148 @default.
• W2734660147 hasConcept C45942800 @default.
• W2734660147 hasConcept C4792198 @default.
• W2734660147 hasConcept C62649853 @default.
• W2734660147 hasConcept C75294576 @default.
• W2734660147 hasConceptScore W2734660147C115961682 @default.
• W2734660147 hasConceptScore W2734660147C117220453 @default.
• W2734660147 hasConceptScore W2734660147C119898033 @default.
• W2734660147 hasConceptScore W2734660147C127413603 @default.
• W2734660147 hasConceptScore W2734660147C146978453 @default.
• W2734660147 hasConceptScore W2734660147C147176958 @default.
• W2734660147 hasConceptScore W2734660147C153180895 @default.
• W2734660147 hasConceptScore W2734660147C153874254 @default.
• W2734660147 hasConceptScore W2734660147C154945302 @default.
• W2734660147 hasConceptScore W2734660147C169258074 @default.
• W2734660147 hasConceptScore W2734660147C19269812 @default.
• W2734660147 hasConceptScore W2734660147C205649164 @default.
• W2734660147 hasConceptScore W2734660147C2524010 @default.
• W2734660147 hasConceptScore W2734660147C2778102629 @default.
• W2734660147 hasConceptScore W2734660147C2780648208 @default.
• W2734660147 hasConceptScore W2734660147C33923547 @default.
• W2734660147 hasConceptScore W2734660147C41008148 @default.
• W2734660147 hasConceptScore W2734660147C45942800 @default.
• W2734660147 hasConceptScore W2734660147C4792198 @default.
• W2734660147 hasConceptScore W2734660147C62649853 @default.
• W2734660147 hasConceptScore W2734660147C75294576 @default.
• W2734660147 hasIssue "11" @default.
• W2734660147 hasLocation W27346601471 @default.
• W2734660147 hasOpenAccess W2734660147 @default.
• W2734660147 hasPrimaryLocation W27346601471 @default.
• W2734660147 hasRelatedWork W2079935893 @default.
• W2734660147 hasRelatedWork W2898327539 @default.
• W2734660147 hasRelatedWork W3005023910 @default.
• W2734660147 hasRelatedWork W3037496421 @default.
• W2734660147 hasRelatedWork W3208883981 @default.
• W2734660147 hasRelatedWork W3217110323 @default.

• next