Matches in SemOpenAlex for { <https://semopenalex.org/work/W4226543012> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4226543012 abstract "Abstract. There is a scientific consensus on the need for spatially detailed information on urban landscapes at a global scale. This data can support a range of environmental services, as cities are acknowledged as places of intense resource consumption and waste generation and foci of population and infrastructure that are exposed to multiple hazards of natural and anthropogenic origin. In the face of climate change, urban data is also required to explore future urbanisation pathways and urban design strategies, in order to lock in long-term resilience and sustainability, protecting cities from future decisions that could undermine their adaptability. To serve this purpose, we present a 100 m resolution global map of Local Climate Zones (LCZs), an universal urban typology that can distinguish urban areas on a holistic basis, accounting for the typical combination of micro-scale land-covers and associated physical properties. The global LCZ map, composed of 10 built and 7 natural land cover types, is generated by feeding an unprecedented amount of labelled training areas and earth observation imagery into lightweight random forest models. Its quality is assessed using a bootstrap cross validation alongside a thematic benchmark for 150 selected functional urban areas using independent global and open-source data on surface cover, surface imperviousness, building height, and anthropogenic heat. As each LCZ type is associated with generic numerical descriptions of key urban canopy parameters that regulate atmospheric responses to urbanisation, the availability of this globally consistent and climate-relevant urban description is an important prerequisite for supporting model development and creating evidence-based climate-sensitive urban planning policies. This dataset can be downloaded from http://doi.org/10.5281/zenodo.6364594 (Demuzere et al., 2022a)." @default.
- W4226543012 created "2022-05-05" @default.
- W4226543012 creator A5005468345 @default.
- W4226543012 creator A5007632748 @default.
- W4226543012 creator A5013888718 @default.
- W4226543012 creator A5024309343 @default.
- W4226543012 creator A5032427113 @default.
- W4226543012 creator A5059416047 @default.
- W4226543012 creator A5068808702 @default.
- W4226543012 creator A5090481980 @default.
- W4226543012 date "2022-04-07" @default.
- W4226543012 modified "2023-09-30" @default.
- W4226543012 title "A global map of Local Climate Zones to support earth system modelling and urban scale environmental science" @default.
- W4226543012 doi "https://doi.org/10.5194/essd-2022-92" @default.
- W4226543012 hasPublicationYear "2022" @default.
- W4226543012 type Work @default.
- W4226543012 citedByCount "2" @default.
- W4226543012 countsByYear W42265430122022 @default.
- W4226543012 crossrefType "posted-content" @default.
- W4226543012 hasAuthorship W4226543012A5005468345 @default.
- W4226543012 hasAuthorship W4226543012A5007632748 @default.
- W4226543012 hasAuthorship W4226543012A5013888718 @default.
- W4226543012 hasAuthorship W4226543012A5024309343 @default.
- W4226543012 hasAuthorship W4226543012A5032427113 @default.
- W4226543012 hasAuthorship W4226543012A5059416047 @default.
- W4226543012 hasAuthorship W4226543012A5068808702 @default.
- W4226543012 hasAuthorship W4226543012A5090481980 @default.
- W4226543012 hasBestOaLocation W42265430121 @default.
- W4226543012 hasConcept C107826830 @default.
- W4226543012 hasConcept C127413603 @default.
- W4226543012 hasConcept C132651083 @default.
- W4226543012 hasConcept C144024400 @default.
- W4226543012 hasConcept C147176958 @default.
- W4226543012 hasConcept C149923435 @default.
- W4226543012 hasConcept C153294291 @default.
- W4226543012 hasConcept C158049464 @default.
- W4226543012 hasConcept C18903297 @default.
- W4226543012 hasConcept C205649164 @default.
- W4226543012 hasConcept C2778755073 @default.
- W4226543012 hasConcept C2780648208 @default.
- W4226543012 hasConcept C2908647359 @default.
- W4226543012 hasConcept C29985473 @default.
- W4226543012 hasConcept C39432304 @default.
- W4226543012 hasConcept C39853841 @default.
- W4226543012 hasConcept C4792198 @default.
- W4226543012 hasConcept C54005896 @default.
- W4226543012 hasConcept C58640448 @default.
- W4226543012 hasConcept C66204764 @default.
- W4226543012 hasConcept C80368990 @default.
- W4226543012 hasConcept C86803240 @default.
- W4226543012 hasConcept C91375879 @default.
- W4226543012 hasConceptScore W4226543012C107826830 @default.
- W4226543012 hasConceptScore W4226543012C127413603 @default.
- W4226543012 hasConceptScore W4226543012C132651083 @default.
- W4226543012 hasConceptScore W4226543012C144024400 @default.
- W4226543012 hasConceptScore W4226543012C147176958 @default.
- W4226543012 hasConceptScore W4226543012C149923435 @default.
- W4226543012 hasConceptScore W4226543012C153294291 @default.
- W4226543012 hasConceptScore W4226543012C158049464 @default.
- W4226543012 hasConceptScore W4226543012C18903297 @default.
- W4226543012 hasConceptScore W4226543012C205649164 @default.
- W4226543012 hasConceptScore W4226543012C2778755073 @default.
- W4226543012 hasConceptScore W4226543012C2780648208 @default.
- W4226543012 hasConceptScore W4226543012C2908647359 @default.
- W4226543012 hasConceptScore W4226543012C29985473 @default.
- W4226543012 hasConceptScore W4226543012C39432304 @default.
- W4226543012 hasConceptScore W4226543012C39853841 @default.
- W4226543012 hasConceptScore W4226543012C4792198 @default.
- W4226543012 hasConceptScore W4226543012C54005896 @default.
- W4226543012 hasConceptScore W4226543012C58640448 @default.
- W4226543012 hasConceptScore W4226543012C66204764 @default.
- W4226543012 hasConceptScore W4226543012C80368990 @default.
- W4226543012 hasConceptScore W4226543012C86803240 @default.
- W4226543012 hasConceptScore W4226543012C91375879 @default.
- W4226543012 hasFunder F4320320879 @default.
- W4226543012 hasFunder F4320321800 @default.
- W4226543012 hasLocation W42265430121 @default.
- W4226543012 hasLocation W42265430122 @default.
- W4226543012 hasLocation W42265430123 @default.
- W4226543012 hasOpenAccess W4226543012 @default.
- W4226543012 hasPrimaryLocation W42265430121 @default.
- W4226543012 hasRelatedWork W2353707061 @default.
- W4226543012 hasRelatedWork W2427849744 @default.
- W4226543012 hasRelatedWork W2940385131 @default.
- W4226543012 hasRelatedWork W3006645925 @default.
- W4226543012 hasRelatedWork W3158710180 @default.
- W4226543012 hasRelatedWork W3159109861 @default.
- W4226543012 hasRelatedWork W3194462971 @default.
- W4226543012 hasRelatedWork W4226543012 @default.
- W4226543012 hasRelatedWork W4319793181 @default.
- W4226543012 hasRelatedWork W4362608818 @default.
- W4226543012 isParatext "false" @default.
- W4226543012 isRetracted "false" @default.
- W4226543012 workType "article" @default.