FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4288081195> ?p ?o ?g. }

• W4288081195 endingPage "3594" @default.
• W4288081195 startingPage "3594" @default.
• W4288081195 abstract "The LCZ framework has become a widely applied approach to study urban climate. The standard LCZ typology is highly specific when applied to western urban areas but generic in some African cities. We tested the generic nature of the standard typology by taking a two-part approach. First, we applied a single-source WUDAPT-based training input across three urban areas that represent a gradient in South African urbanization (Cape Town, Thohoyandou and East London). Second, we applied a local customized training that accounts for the unique characteristics of the specific area. The LCZ classification was completed using a random forest classifier on a subset of single (SI) and multitemporal (MT) Sentinel 2 imagery. The results show an increase in overall classification accuracy between 17 and 30% for the locally calibrated over the generic standard LCZ framework. The spring season is the best classified of the single-date imagery with the accuracies 7% higher than the least classified season. The multi-date classification accuracy is 13% higher than spring but only 9% higher when a neighborhood function (NF) is applied. For acceptable performance of the LCZ classifier in an African context, the training must be local and customized to the uniqueness of that specific area." @default.
• W4288081195 created "2022-07-28" @default.
• W4288081195 creator A5057781693 @default.
• W4288081195 creator A5072724920 @default.
• W4288081195 creator A5080420119 @default.
• W4288081195 creator A5083335734 @default.
• W4288081195 creator A5091472726 @default.
• W4288081195 date "2022-07-27" @default.
• W4288081195 modified "2023-09-30" @default.
• W4288081195 title "Sentinel-Based Adaptation of the Local Climate Zones Framework to a South African Context" @default.
• W4288081195 cites W1591730194 @default.
• W4288081195 cites W1994008445 @default.
• W4288081195 cites W1998103174 @default.
• W4288081195 cites W2030552603 @default.
• W4288081195 cites W2030737358 @default.
• W4288081195 cites W2038687432 @default.
• W4288081195 cites W2052326455 @default.
• W4288081195 cites W2074448420 @default.
• W4288081195 cites W2075639210 @default.
• W4288081195 cites W208641725 @default.
• W4288081195 cites W2114828048 @default.
• W4288081195 cites W2169388495 @default.
• W4288081195 cites W2239895258 @default.
• W4288081195 cites W2512356401 @default.
• W4288081195 cites W2570687652 @default.
• W4288081195 cites W2590516433 @default.
• W4288081195 cites W2623639232 @default.
• W4288081195 cites W2637981175 @default.
• W4288081195 cites W2715000296 @default.
• W4288081195 cites W2760841452 @default.
• W4288081195 cites W2806822627 @default.
• W4288081195 cites W2888571512 @default.
• W4288081195 cites W2901650400 @default.
• W4288081195 cites W2903188820 @default.
• W4288081195 cites W2906546996 @default.
• W4288081195 cites W2907470085 @default.
• W4288081195 cites W2907781211 @default.
• W4288081195 cites W2939883219 @default.
• W4288081195 cites W2940586384 @default.
• W4288081195 cites W2941060156 @default.
• W4288081195 cites W2949351478 @default.
• W4288081195 cites W2963613606 @default.
• W4288081195 cites W2970775799 @default.
• W4288081195 cites W2973244992 @default.
• W4288081195 cites W2991345892 @default.
• W4288081195 cites W3000574342 @default.
• W4288081195 cites W3002165885 @default.
• W4288081195 cites W3003579994 @default.
• W4288081195 cites W3024225795 @default.
• W4288081195 cites W3048517909 @default.
• W4288081195 cites W3081415734 @default.
• W4288081195 cites W3088133309 @default.
• W4288081195 cites W3089508509 @default.
• W4288081195 cites W3090647876 @default.
• W4288081195 cites W3100690219 @default.
• W4288081195 cites W3106141363 @default.
• W4288081195 cites W3159093802 @default.
• W4288081195 cites W3162570948 @default.
• W4288081195 cites W3179856154 @default.
• W4288081195 cites W3206882044 @default.
• W4288081195 cites W4224862269 @default.
• W4288081195 cites W4224885282 @default.
• W4288081195 cites W4225287117 @default.
• W4288081195 cites W4226060363 @default.
• W4288081195 cites W4226454962 @default.
• W4288081195 cites W4229664508 @default.
• W4288081195 doi "https://doi.org/10.3390/rs14153594" @default.
• W4288081195 hasPublicationYear "2022" @default.
• W4288081195 type Work @default.
• W4288081195 citedByCount "0" @default.
• W4288081195 crossrefType "journal-article" @default.
• W4288081195 hasAuthorship W4288081195A5057781693 @default.
• W4288081195 hasAuthorship W4288081195A5072724920 @default.
• W4288081195 hasAuthorship W4288081195A5080420119 @default.
• W4288081195 hasAuthorship W4288081195A5083335734 @default.
• W4288081195 hasAuthorship W4288081195A5091472726 @default.
• W4288081195 hasBestOaLocation W42880811951 @default.
• W4288081195 hasConcept C154945302 @default.
• W4288081195 hasConcept C166957645 @default.
• W4288081195 hasConcept C18903297 @default.
• W4288081195 hasConcept C205649164 @default.
• W4288081195 hasConcept C2779343474 @default.
• W4288081195 hasConcept C39853841 @default.
• W4288081195 hasConcept C41008148 @default.
• W4288081195 hasConcept C75795011 @default.
• W4288081195 hasConcept C86803240 @default.
• W4288081195 hasConcept C95623464 @default.
• W4288081195 hasConceptScore W4288081195C154945302 @default.
• W4288081195 hasConceptScore W4288081195C166957645 @default.
• W4288081195 hasConceptScore W4288081195C18903297 @default.
• W4288081195 hasConceptScore W4288081195C205649164 @default.
• W4288081195 hasConceptScore W4288081195C2779343474 @default.
• W4288081195 hasConceptScore W4288081195C39853841 @default.
• W4288081195 hasConceptScore W4288081195C41008148 @default.
• W4288081195 hasConceptScore W4288081195C75795011 @default.
• W4288081195 hasConceptScore W4288081195C86803240 @default.
• W4288081195 hasConceptScore W4288081195C95623464 @default.
• W4288081195 hasFunder F4320323782 @default.

• next