Air pollution-related health impacts from domestic waste burning and associated interventions: the merits of a traditional versus machine learning scoping review methodology.

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Title: Air pollution-related health impacts from domestic waste burning and associated interventions: the merits of a traditional versus machine learning scoping review methodology.
Authors: Kapwata T; Climate Change and Health Research Programme, Environment and Health Research Unit, South African Medical Research Council, Pretoria, South Africa. Thandi.Kapwata@mrc.ac.za., Webster C; Climate Change and Health Research Programme, Environment and Health Research Unit, South African Medical Research Council, Pretoria, South Africa., Chen WGG; School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa., Suder MI; School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa., Jarvis D; School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa.; Machine Intelligence and Neural Discovery Unit, University of the Witwatersrand, Johannesburg, South Africa., Vogt A; School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa., Mahlangeni N; Department of Environmental Health, University of Johannesburg, Johannesburg, South Africa.; Environment and Health Research Unit, South African Medical Research Council, Cape Town, South Africa., Laban T; Climate Change and Health Research Programme, Environment and Health Research Unit, South African Medical Research Council, Pretoria, South Africa., Naidoo N; Climate Change and Health Research Programme, Environment and Health Research Unit, South African Medical Research Council, Pretoria, South Africa., Mudu P; Department of Environment, Climate Change and Health, World Health Organization, Geneva, Switzerland., Shairsingh K; Department of Environment, Climate Change and Health, World Health Organization, Geneva, Switzerland., Wright CY; Climate Change and Health Research Programme, Environment and Health Research Unit, South African Medical Research Council, Pretoria, South Africa.; Department of Geography, Geoinformatics and Meteorology, University of Pretoria, Pretoria, South Africa.
Source: Environmental monitoring and assessment [Environ Monit Assess] 2026 May 18; Vol. 198 (6). Date of Electronic Publication: 2026 May 18.
Publication Type: Journal Article; Scoping Review; Review
Journal Info: Publisher: Springer Country of Publication: Netherlands NLM ID: 8508350 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-2959 (Electronic) Linking ISSN: 01676369 NLM ISO Abbreviation: Environ Monit Assess Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1573-2959
DOI:10.1007/s10661-026-15376-0