FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387429596> ?p ?o ?g. }

• W4387429596 abstract "Vector-borne diseases, such as malaria, are affected by the rapid urban growth and climate change in sub-Saharan Africa (SSA). In this context, intra-urban malaria risk maps act as a key decision-making tool for targeting malaria control interventions, especially in resource-limited settings. The Demographic and Health Surveys (DHS) provide a consistent malaria data source for mapping malaria risk at the national scale, but their use is limited at the intra-urban scale because survey cluster coordinates are randomly displaced for ethical reasons. In this research, we focus on predicting intra-urban malaria risk in SSA cities-Dakar, Dar es Salaam, Kampala and Ouagadougou-and investigate the use of spatial optimization methods to overcome the effect of DHS spatial displacement. We modeled malaria risk using a random forest regressor and remotely sensed covariates depicting the urban climate, the land cover and the land use, and we tested several spatial optimization approaches. The use of spatial optimization mitigated the effects of DHS spatial displacement on predictive performance. However, this comes at a higher computational cost, and the percentage of variance explained in our models remained low (around 30%-40%), which suggests that these methods cannot entirely overcome the limited quality of epidemiological data. Building on our results, we highlight potential adaptations to the DHS sampling strategy that would make them more reliable for predicting malaria risk at the intra-urban scale." @default.
• W4387429596 created "2023-10-08" @default.
• W4387429596 creator A5001810772 @default.
• W4387429596 creator A5009242405 @default.
• W4387429596 creator A5012690957 @default.
• W4387429596 creator A5022838452 @default.
• W4387429596 creator A5040892086 @default.
• W4387429596 creator A5061469462 @default.
• W4387429596 creator A5075388927 @default.
• W4387429596 creator A5087529079 @default.
• W4387429596 date "2023-10-01" @default.
• W4387429596 modified "2023-10-15" @default.
• W4387429596 title "Spatial Optimization Methods for Malaria Risk Mapping in Sub‐Saharan African Cities Using Demographic and Health Surveys" @default.
• W4387429596 cites W1606159031 @default.
• W4387429596 cites W1976589182 @default.
• W4387429596 cites W1994682066 @default.
• W4387429596 cites W1996558251 @default.
• W4387429596 cites W1999487590 @default.
• W4387429596 cites W2008299084 @default.
• W4387429596 cites W2035722380 @default.
• W4387429596 cites W2096299473 @default.
• W4387429596 cites W2098806190 @default.
• W4387429596 cites W2102456788 @default.
• W4387429596 cites W2106698616 @default.
• W4387429596 cites W2108522763 @default.
• W4387429596 cites W2133393555 @default.
• W4387429596 cites W2135292370 @default.
• W4387429596 cites W2169281690 @default.
• W4387429596 cites W2171466305 @default.
• W4387429596 cites W2222344029 @default.
• W4387429596 cites W2343142219 @default.
• W4387429596 cites W2496117949 @default.
• W4387429596 cites W2560538946 @default.
• W4387429596 cites W2605339696 @default.
• W4387429596 cites W2606006540 @default.
• W4387429596 cites W2614464134 @default.
• W4387429596 cites W2762835792 @default.
• W4387429596 cites W2800028769 @default.
• W4387429596 cites W2808779211 @default.
• W4387429596 cites W2911964244 @default.
• W4387429596 cites W2959847940 @default.
• W4387429596 cites W2972629016 @default.
• W4387429596 cites W2976330996 @default.
• W4387429596 cites W2985179920 @default.
• W4387429596 cites W3083733195 @default.
• W4387429596 cites W3087374370 @default.
• W4387429596 cites W3088706209 @default.
• W4387429596 cites W3088885957 @default.
• W4387429596 cites W3104956012 @default.
• W4387429596 cites W3105214949 @default.
• W4387429596 cites W3135270875 @default.
• W4387429596 cites W3159093802 @default.
• W4387429596 cites W3196374306 @default.
• W4387429596 cites W3209671550 @default.
• W4387429596 cites W4200110643 @default.
• W4387429596 cites W4283267840 @default.
• W4387429596 cites W4307704715 @default.
• W4387429596 doi "https://doi.org/10.1029/2023gh000787" @default.
• W4387429596 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37811342" @default.
• W4387429596 hasPublicationYear "2023" @default.
• W4387429596 type Work @default.
• W4387429596 citedByCount "0" @default.
• W4387429596 crossrefType "journal-article" @default.
• W4387429596 hasAuthorship W4387429596A5001810772 @default.
• W4387429596 hasAuthorship W4387429596A5009242405 @default.
• W4387429596 hasAuthorship W4387429596A5012690957 @default.
• W4387429596 hasAuthorship W4387429596A5022838452 @default.
• W4387429596 hasAuthorship W4387429596A5040892086 @default.
• W4387429596 hasAuthorship W4387429596A5061469462 @default.
• W4387429596 hasAuthorship W4387429596A5075388927 @default.
• W4387429596 hasAuthorship W4387429596A5087529079 @default.
• W4387429596 hasBestOaLocation W43874295961 @default.
• W4387429596 hasConcept C107826830 @default.
• W4387429596 hasConcept C118552586 @default.
• W4387429596 hasConcept C166957645 @default.
• W4387429596 hasConcept C203014093 @default.
• W4387429596 hasConcept C205649164 @default.
• W4387429596 hasConcept C27415008 @default.
• W4387429596 hasConcept C2778048844 @default.
• W4387429596 hasConcept C2778755073 @default.
• W4387429596 hasConcept C2779343474 @default.
• W4387429596 hasConcept C39432304 @default.
• W4387429596 hasConcept C58640448 @default.
• W4387429596 hasConcept C71924100 @default.
• W4387429596 hasConcept C99454951 @default.
• W4387429596 hasConceptScore W4387429596C107826830 @default.
• W4387429596 hasConceptScore W4387429596C118552586 @default.
• W4387429596 hasConceptScore W4387429596C166957645 @default.
• W4387429596 hasConceptScore W4387429596C203014093 @default.
• W4387429596 hasConceptScore W4387429596C205649164 @default.
• W4387429596 hasConceptScore W4387429596C27415008 @default.
• W4387429596 hasConceptScore W4387429596C2778048844 @default.
• W4387429596 hasConceptScore W4387429596C2778755073 @default.
• W4387429596 hasConceptScore W4387429596C2779343474 @default.
• W4387429596 hasConceptScore W4387429596C39432304 @default.
• W4387429596 hasConceptScore W4387429596C58640448 @default.
• W4387429596 hasConceptScore W4387429596C71924100 @default.
• W4387429596 hasConceptScore W4387429596C99454951 @default.
• W4387429596 hasFunder F4320311904 @default.
• W4387429596 hasFunder F4320321454 @default.

• next