Development of a novel imputation framework for PM2.5 particle data in Pakistani cities using machine learning and statistical techniques

Introduction: Missing PM2.5 observations in environmental monitoring systems, caused by sensor malfunctions, communication failures, maintenance issues, and coverage gaps, compromise public health assessments and evidence-based air quality policymaking. Reliable imputation strategies are therefore e...

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Bibliographic Details
Main Author: Khan, Muhammad Asad (author)
Other Authors: Pan, Jiazhu (author), Alshatti, Amani (author), Alsaber, Ahmad (author), Gray, Alison (author)
Format: article
Published: 2026
Online Access:http://hdl.handle.net/11675/14388
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