Matches in SemOpenAlex for { <https://semopenalex.org/work/W2970757440> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2970757440 abstract "Abstract. Recently, land cover maps created from high resolution satellite images have been used for landscape analysis, in order to understand the impact of natural disasters on biodiversity and ecosystems. Conventional land cover classification methods, however, suffer from problems with isolated pixels (salt and pepper effect). Filtering can remove the isolated pixels, but can also result in loss of accurate information. The purpose of this study is to create a land cover map for landscape analysis of large-scale disturbances caused by the Great East Japan Earthquake of 2011, utilizing a Multiple Classifier System (MCS), which allows for reduction of isolated pixels while maintaining classification accuracy. RapidEye satellite images covering the Pacific Ocean side of the Tohoku district damaged by the earthquake and subsequent tsunami were obtained for 2010, 2011, 2012 and 2016, and land cover classification was implemented using individual classifiers and the MCS method. The results showed that the MCS land cover map was able to reduce the number of isolated pixels significantly (61-71%) compared with the individual classifiers, while maintaining very high accuracy (0.976-0.986) for all four years. These results indicate that MCS land cover maps have a great potential for analyzing disturbances following infrequent largescale natural disasters such as earthquakes and tsunami, and for monitoring the process of recovery afterwards. We expect that the results of this research will be useful in managing the recovery process in the region disturbed by the Great Eastern Japan Earthquake and Tsunami of 2011, and also for developing future Ecosystem-based Disaster Risk Reduction programs for the region." @default.
- W2970757440 created "2019-09-05" @default.
- W2970757440 creator A5015356568 @default.
- W2970757440 creator A5054495139 @default.
- W2970757440 creator A5062062260 @default.
- W2970757440 creator A5088532372 @default.
- W2970757440 date "2019-08-20" @default.
- W2970757440 modified "2023-10-17" @default.
- W2970757440 title "LAND-COVER MAPS USING MULTIPLE CLASSIFIER SYSTEM FOR POST-DISASTER LANDSCAPE MONITORING" @default.
- W2970757440 cites W1985555755 @default.
- W2970757440 cites W2028607560 @default.
- W2970757440 cites W2036003376 @default.
- W2970757440 cites W2043066055 @default.
- W2970757440 cites W2063907334 @default.
- W2970757440 cites W2088826341 @default.
- W2970757440 cites W2098254218 @default.
- W2970757440 cites W2335798593 @default.
- W2970757440 cites W2542908312 @default.
- W2970757440 cites W2603509624 @default.
- W2970757440 cites W2896217987 @default.
- W2970757440 cites W2911964244 @default.
- W2970757440 cites W2912934387 @default.
- W2970757440 doi "https://doi.org/10.5194/isprs-archives-xlii-3-w8-139-2019" @default.
- W2970757440 hasPublicationYear "2019" @default.
- W2970757440 type Work @default.
- W2970757440 sameAs 2970757440 @default.
- W2970757440 citedByCount "1" @default.
- W2970757440 countsByYear W29707574402020 @default.
- W2970757440 crossrefType "journal-article" @default.
- W2970757440 hasAuthorship W2970757440A5015356568 @default.
- W2970757440 hasAuthorship W2970757440A5054495139 @default.
- W2970757440 hasAuthorship W2970757440A5062062260 @default.
- W2970757440 hasAuthorship W2970757440A5088532372 @default.
- W2970757440 hasBestOaLocation W29707574401 @default.
- W2970757440 hasConcept C107826830 @default.
- W2970757440 hasConcept C127413603 @default.
- W2970757440 hasConcept C147176958 @default.
- W2970757440 hasConcept C153294291 @default.
- W2970757440 hasConcept C154945302 @default.
- W2970757440 hasConcept C160633673 @default.
- W2970757440 hasConcept C166566181 @default.
- W2970757440 hasConcept C205649164 @default.
- W2970757440 hasConcept C2780648208 @default.
- W2970757440 hasConcept C39432304 @default.
- W2970757440 hasConcept C41008148 @default.
- W2970757440 hasConcept C4792198 @default.
- W2970757440 hasConcept C58640448 @default.
- W2970757440 hasConcept C62649853 @default.
- W2970757440 hasConceptScore W2970757440C107826830 @default.
- W2970757440 hasConceptScore W2970757440C127413603 @default.
- W2970757440 hasConceptScore W2970757440C147176958 @default.
- W2970757440 hasConceptScore W2970757440C153294291 @default.
- W2970757440 hasConceptScore W2970757440C154945302 @default.
- W2970757440 hasConceptScore W2970757440C160633673 @default.
- W2970757440 hasConceptScore W2970757440C166566181 @default.
- W2970757440 hasConceptScore W2970757440C205649164 @default.
- W2970757440 hasConceptScore W2970757440C2780648208 @default.
- W2970757440 hasConceptScore W2970757440C39432304 @default.
- W2970757440 hasConceptScore W2970757440C41008148 @default.
- W2970757440 hasConceptScore W2970757440C4792198 @default.
- W2970757440 hasConceptScore W2970757440C58640448 @default.
- W2970757440 hasConceptScore W2970757440C62649853 @default.
- W2970757440 hasLocation W29707574401 @default.
- W2970757440 hasLocation W29707574402 @default.
- W2970757440 hasOpenAccess W2970757440 @default.
- W2970757440 hasPrimaryLocation W29707574401 @default.
- W2970757440 hasRelatedWork W117302946 @default.
- W2970757440 hasRelatedWork W2082199675 @default.
- W2970757440 hasRelatedWork W2125509721 @default.
- W2970757440 hasRelatedWork W2180270924 @default.
- W2970757440 hasRelatedWork W2899084033 @default.
- W2970757440 hasRelatedWork W3004915579 @default.
- W2970757440 hasRelatedWork W3116333734 @default.
- W2970757440 hasRelatedWork W3214906348 @default.
- W2970757440 hasRelatedWork W342722012 @default.
- W2970757440 hasRelatedWork W1649029163 @default.
- W2970757440 isParatext "false" @default.
- W2970757440 isRetracted "false" @default.
- W2970757440 magId "2970757440" @default.
- W2970757440 workType "article" @default.