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Updated: Feb 13, 2026

An R-Based Landscape Validation of a Competing Risk Model
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An R-Based Landscape Validation of a Competing Risk Model

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Drone-based composite risk mapping reveals vegetation-shade interaction and housing typology as key determinants of

Zulfadli Mahfodz1, Agus Naba2, Pradeep Isawasan3

  • 1Centre of Environmental Health & Safety, Faculty of Health Sciences, Universiti Teknologi MARA (UiTM), UITM Selangor, Puncak Alam, 42300, Selangor, Malaysia.

Scientific Reports
|February 11, 2026
PubMed

Keywords:
Aedes habitat riskComposite risk index (CRI)Drone-based microhabitat risk mappingHousing typologyVegetation–shade interaction

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