Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385521738> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4385521738 endingPage "7674" @default.
- W4385521738 startingPage "7662" @default.
- W4385521738 abstract "The local climate zone (LCZ) classification scheme is effective for climatic studies, and thus timely and accurate LCZ mapping becomes critical for scientific climate research. Remote sensing images can efficiently capture the information of large-scale landscapes overhead, while street-level images can supplement the ground-level information, thus helping improve the LCZ mapping. Previous study has proven the usefulness of street-level images in enhancing LCZ mapping results, however, how they help to improve the results still remains unexplored. To unveil the underlying mechanism and fill the gap, in this study, the feature importance analysis is performed on classification experiments using different data sources to reveal the contributions of different components, while feature correlation analysis is adopted to find the relationship between street view images and key LCZ indicators. The results show that fusing street view images can help improve the classification performance considerably, especially for compact urban types such as compact highrise and compact midrise. In addition, the results further show that the building and sky information embedded in the street view images contribute the most. The feature correlation analysis further demonstrates their strong correlations with key LCZ indicators which define the LCZ scheme. The findings of the study can help us better understand how street-level images can contribute to LCZ mapping and facilitate future urban climate studies." @default.
- W4385521738 created "2023-08-04" @default.
- W4385521738 creator A5001350022 @default.
- W4385521738 creator A5025299068 @default.
- W4385521738 creator A5046066339 @default.
- W4385521738 creator A5051179891 @default.
- W4385521738 creator A5056073011 @default.
- W4385521738 date "2023-01-01" @default.
- W4385521738 modified "2023-09-27" @default.
- W4385521738 title "Exploring How Street-Level Images Help Enhance Remote-Sensing-Based Local Climate Zone Mapping" @default.
- W4385521738 cites W1984664848 @default.
- W4385521738 cites W2028529111 @default.
- W4385521738 cites W2030737358 @default.
- W4385521738 cites W2038270439 @default.
- W4385521738 cites W2050263501 @default.
- W4385521738 cites W2052326455 @default.
- W4385521738 cites W2340897893 @default.
- W4385521738 cites W2637981175 @default.
- W4385521738 cites W2751293097 @default.
- W4385521738 cites W2760841452 @default.
- W4385521738 cites W2762186317 @default.
- W4385521738 cites W2893256830 @default.
- W4385521738 cites W2899247264 @default.
- W4385521738 cites W2929889232 @default.
- W4385521738 cites W2944019945 @default.
- W4385521738 cites W2995143449 @default.
- W4385521738 cites W3007766931 @default.
- W4385521738 cites W3024333596 @default.
- W4385521738 cites W3046751713 @default.
- W4385521738 cites W3089398434 @default.
- W4385521738 cites W3098161317 @default.
- W4385521738 cites W3112730968 @default.
- W4385521738 cites W3195494505 @default.
- W4385521738 cites W3208687067 @default.
- W4385521738 cites W4288101107 @default.
- W4385521738 cites W4293769203 @default.
- W4385521738 cites W4306165793 @default.
- W4385521738 cites W4365520210 @default.
- W4385521738 doi "https://doi.org/10.1109/jstars.2023.3301792" @default.
- W4385521738 hasPublicationYear "2023" @default.
- W4385521738 type Work @default.
- W4385521738 citedByCount "0" @default.
- W4385521738 crossrefType "journal-article" @default.
- W4385521738 hasAuthorship W4385521738A5001350022 @default.
- W4385521738 hasAuthorship W4385521738A5025299068 @default.
- W4385521738 hasAuthorship W4385521738A5046066339 @default.
- W4385521738 hasAuthorship W4385521738A5051179891 @default.
- W4385521738 hasAuthorship W4385521738A5056073011 @default.
- W4385521738 hasBestOaLocation W43855217381 @default.
- W4385521738 hasConcept C100970517 @default.
- W4385521738 hasConcept C111919701 @default.
- W4385521738 hasConcept C124101348 @default.
- W4385521738 hasConcept C138885662 @default.
- W4385521738 hasConcept C205649164 @default.
- W4385521738 hasConcept C26517878 @default.
- W4385521738 hasConcept C2776401178 @default.
- W4385521738 hasConcept C2779960059 @default.
- W4385521738 hasConcept C2994001127 @default.
- W4385521738 hasConcept C38652104 @default.
- W4385521738 hasConcept C41008148 @default.
- W4385521738 hasConcept C41895202 @default.
- W4385521738 hasConcept C62649853 @default.
- W4385521738 hasConceptScore W4385521738C100970517 @default.
- W4385521738 hasConceptScore W4385521738C111919701 @default.
- W4385521738 hasConceptScore W4385521738C124101348 @default.
- W4385521738 hasConceptScore W4385521738C138885662 @default.
- W4385521738 hasConceptScore W4385521738C205649164 @default.
- W4385521738 hasConceptScore W4385521738C26517878 @default.
- W4385521738 hasConceptScore W4385521738C2776401178 @default.
- W4385521738 hasConceptScore W4385521738C2779960059 @default.
- W4385521738 hasConceptScore W4385521738C2994001127 @default.
- W4385521738 hasConceptScore W4385521738C38652104 @default.
- W4385521738 hasConceptScore W4385521738C41008148 @default.
- W4385521738 hasConceptScore W4385521738C41895202 @default.
- W4385521738 hasConceptScore W4385521738C62649853 @default.
- W4385521738 hasFunder F4320321001 @default.
- W4385521738 hasLocation W43855217381 @default.
- W4385521738 hasOpenAccess W4385521738 @default.
- W4385521738 hasPrimaryLocation W43855217381 @default.
- W4385521738 hasRelatedWork W1794016765 @default.
- W4385521738 hasRelatedWork W2028024605 @default.
- W4385521738 hasRelatedWork W2329452785 @default.
- W4385521738 hasRelatedWork W2356380379 @default.
- W4385521738 hasRelatedWork W2363925233 @default.
- W4385521738 hasRelatedWork W2366284060 @default.
- W4385521738 hasRelatedWork W2391464953 @default.
- W4385521738 hasRelatedWork W2496161296 @default.
- W4385521738 hasRelatedWork W2625550807 @default.
- W4385521738 hasRelatedWork W2767525681 @default.
- W4385521738 hasVolume "16" @default.
- W4385521738 isParatext "false" @default.
- W4385521738 isRetracted "false" @default.
- W4385521738 workType "article" @default.